diff --git a/asterix-app/src/test/resources/AQLTS/queries/1.aql b/asterix-app/src/test/resources/AQLTS/queries/1.aql
new file mode 100644
index 0000000..7561215
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/1.aql
@@ -0,0 +1,3 @@
+for $user in dataset('User')
+where some $i in $user.interests satisfies $i = "movies"
+return { "name": $user.name }
diff --git a/asterix-app/src/test/resources/AQLTS/queries/2.aql b/asterix-app/src/test/resources/AQLTS/queries/2.aql
new file mode 100644
index 0000000..0757d9d
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/2.aql
@@ -0,0 +1,12 @@
+for $event in dataset('Event')
+for $sponsor in $event.sponsoring_sigs
+let $es := { "event": $event, "sponsor": $sponsor }
+group by $sig_name := $sponsor.sig_name with $es
+let $sig_sponsorship_count := count($es)
+let $by_chapter :=
+   for $e in $es
+   group by $chapter_name := $e.sponsor.chapter_name with $es
+   return { "chapter_name": $chapter_name, "escount" : count($es) }
+order by $sig_sponsorship_count desc
+limit 5
+return { "sig_name": $sig_name, "total_count": $sig_sponsorship_count, "chapter_breakdown": $by_chapter }
diff --git a/asterix-app/src/test/resources/AQLTS/queries/3.aql b/asterix-app/src/test/resources/AQLTS/queries/3.aql
new file mode 100644
index 0000000..3d71b27
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/3.aql
@@ -0,0 +1,5 @@
+for $current_sig in dataset('SIGroup')
+where
+   every $old_sig in dataset('SIGroup', getCurrentDateTime() - dtduration(0, 24, 0, 0))
+   satisfies $old_sig.name != $current_sig.name
+return $current_sig
diff --git a/asterix-app/src/test/resources/AQLTS/queries/4.aql b/asterix-app/src/test/resources/AQLTS/queries/4.aql
new file mode 100644
index 0000000..f77ca02
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/4.aql
@@ -0,0 +1,8 @@
+for $sig in dataset('SIGroup')
+where $sig.name = "Movie-Watchers"
+let $similar_sigs :=
+   for $similar_sig in dataset('SIGroup')
+   where $similar_sig != $sig
+   and $similar_sig.interests ~= $sig.interests
+   return { "sig_name" : $similar_sig.name }
+return { "similar_sigs" : $similar_sigs }
diff --git a/asterix-app/src/test/resources/AQLTS/queries/5.aql b/asterix-app/src/test/resources/AQLTS/queries/5.aql
new file mode 100644
index 0000000..2dfb537
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/5.aql
@@ -0,0 +1,10 @@
+for $event in dataset('Event')
+where $event.name = "The Night of the Ad Eaters, 29th edition"
+let $collocated_events :=
+   for $collocated_event in dataset('Events')
+   where $collocated_event.location.street ~= $event.location.street
+   and $collocated_event.location.city = $event.location.city
+   and $collocated_event.location.state = $event.location.state
+   and $collocated_event.location.zip = $event.location.zip
+   return { "event_name" : $collocated_event.name }
+return { "collocated_evnets" : $collocated_events }
diff --git a/asterix-app/src/test/resources/AQLTS/queries/6.aql b/asterix-app/src/test/resources/AQLTS/queries/6.aql
new file mode 100644
index 0000000..d5e71e6
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/6.aql
@@ -0,0 +1,10 @@
+for $user in dataset('Users')
+let $similar_users :=
+   for $similar_user in dataset('Users')
+   let $similarity := jaccard_similarity($user.interests, $similar_user.interests)
+   where $user != $similar_user
+   and $similarity >= .75
+   order by $similarity desc
+   limit 10
+   return { "user_name" : $similar_user.name, "similarity" : $similarity }
+return { "user_name" : $user.name, "similar_users" : $similar_users }
diff --git a/asterix-app/src/test/resources/AQLTS/queries/ANYInFieldAccessor.aql b/asterix-app/src/test/resources/AQLTS/queries/ANYInFieldAccessor.aql
new file mode 100644
index 0000000..c72e4a0
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/ANYInFieldAccessor.aql
@@ -0,0 +1,4 @@
+for $user in dataset('User')
+for $mv in dataset('Movie')
+where some $i in $user.interests satisfies $i.movie = $mv.movie[?]
+return { "name": $user.name, "movie": $mv.movie }
diff --git a/asterix-app/src/test/resources/AQLTS/queries/IfInFLOWGR.aql b/asterix-app/src/test/resources/AQLTS/queries/IfInFLOWGR.aql
new file mode 100644
index 0000000..9e70c7a
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/IfInFLOWGR.aql
@@ -0,0 +1,3 @@
+for $i in [1,2,30,40]
+for $j in {{4,5,6}}
+return if ($i>$j) then $i else $j
diff --git a/asterix-app/src/test/resources/AQLTS/queries/IfThenElse.aql b/asterix-app/src/test/resources/AQLTS/queries/IfThenElse.aql
new file mode 100644
index 0000000..18d19f9
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/IfThenElse.aql
@@ -0,0 +1,4 @@
+if (2>1) then
+    20
+else
+    10
diff --git a/asterix-app/src/test/resources/AQLTS/queries/LetFor.aql b/asterix-app/src/test/resources/AQLTS/queries/LetFor.aql
new file mode 100644
index 0000000..26f5f82
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/LetFor.aql
@@ -0,0 +1,4 @@
+let $users := dataset('User')
+for $user in $users
+where some $i in $user.interests satisfies $i = "movies"
+return { "name": $user.name }
diff --git a/asterix-app/src/test/resources/AQLTS/queries/ListConstructor.aql b/asterix-app/src/test/resources/AQLTS/queries/ListConstructor.aql
new file mode 100644
index 0000000..924d3df
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/ListConstructor.aql
@@ -0,0 +1,3 @@
+for $i in [1,2,3]
+for $j in {{4,5,6}}
+return $i+$j
diff --git a/asterix-app/src/test/resources/AQLTS/queries/addOperator.aql b/asterix-app/src/test/resources/AQLTS/queries/addOperator.aql
new file mode 100644
index 0000000..e621f17
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/addOperator.aql
@@ -0,0 +1 @@
+1+1-2
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/AQLTS/queries/constant.aql b/asterix-app/src/test/resources/AQLTS/queries/constant.aql
new file mode 100644
index 0000000..71181c0
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/constant.aql
@@ -0,0 +1 @@
+-1 +1
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/AQLTS/queries/del-dataset.aql b/asterix-app/src/test/resources/AQLTS/queries/del-dataset.aql
new file mode 100644
index 0000000..51e4344
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/del-dataset.aql
@@ -0,0 +1,29 @@
+drop dataverse demo0927 if exists;
+
+create dataverse demo0927;
+
+use dataverse demo0927;
+
+create type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+create type AddressType as closed {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+drop dataset Customers;
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/AQLTS/queries/functionDecl.aql b/asterix-app/src/test/resources/AQLTS/queries/functionDecl.aql
new file mode 100644
index 0000000..25455cc
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/functionDecl.aql
@@ -0,0 +1,7 @@
+declare function add($a, $b){
+	$a + $b
+}
+
+declare function minus($a, $b){
+	$a - $b
+}
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/AQLTS/queries/functionDecl1.aql b/asterix-app/src/test/resources/AQLTS/queries/functionDecl1.aql
new file mode 100644
index 0000000..2b24cc0
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/functionDecl1.aql
@@ -0,0 +1,17 @@
+declare function calculate($events){
+for $event in $events
+for $sponsor in $event.sponsoring_sigs
+let $es := { "event": $event, "sponsor": $sponsor }
+group by $sig_name := $sponsor.sig_name with $es
+let $sig_sponsorship_count := count($es)
+let $by_chapter :=
+   for $e in $es
+   group by $chapter_name := $e.sponsor.chapter_name with $es
+   return { "chapter_name": $chapter_name, "escount" : count($es) }
+order by $sig_sponsorship_count desc
+limit 5
+return { "sig_name": $sig_name, "total_count": $sig_sponsorship_count, "chapter_breakdown": $by_chapter }
+}
+
+let $result := calculate(dataset('Events'))
+return $result
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/AQLTS/queries/functionDecl2.aql b/asterix-app/src/test/resources/AQLTS/queries/functionDecl2.aql
new file mode 100644
index 0000000..abb8f9d
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/functionDecl2.aql
@@ -0,0 +1,6 @@
+declare function GT($a, $b){
+if ($a > $b) then
+    true
+else
+    false
+}
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/AQLTS/queries/load-del-dataset.aql b/asterix-app/src/test/resources/AQLTS/queries/load-del-dataset.aql
new file mode 100644
index 0000000..f70de14
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/load-del-dataset.aql
@@ -0,0 +1,32 @@
+drop dataverse demo0927 if exists;
+
+create dataverse demo0927;
+
+use dataverse demo0927;
+
+create type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+create type AddressType as closed {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+load dataset Customers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///tmp/customerData.json"),("format"="adm")) pre-sorted;
+
diff --git a/asterix-app/src/test/resources/AQLTS/queries/mulOperator.aql b/asterix-app/src/test/resources/AQLTS/queries/mulOperator.aql
new file mode 100644
index 0000000..d604a5c
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/mulOperator.aql
@@ -0,0 +1 @@
+1+2*3-4
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/AQLTS/queries/nestedFLWOGR.aql b/asterix-app/src/test/resources/AQLTS/queries/nestedFLWOGR.aql
new file mode 100644
index 0000000..88e9b05
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/nestedFLWOGR.aql
@@ -0,0 +1,5 @@
+for $user in 
+	let $data := dataset('User')
+	return $data
+where some $i in $user.interests satisfies $i = "movies"
+return { "name": $user.name }
diff --git a/asterix-app/src/test/resources/AQLTS/queries/nestedFLWOGR1.aql b/asterix-app/src/test/resources/AQLTS/queries/nestedFLWOGR1.aql
new file mode 100644
index 0000000..5b3bb1c
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/nestedFLWOGR1.aql
@@ -0,0 +1,6 @@
+for $i in [1,2,30,40]
+for $j in {{4,5,6}}
+return 
+	for $k in if ($i>$j) then $i else $j
+	where $k <10
+	return $k
diff --git a/asterix-app/src/test/resources/AQLTS/queries/nestedFLWOGR2.aql b/asterix-app/src/test/resources/AQLTS/queries/nestedFLWOGR2.aql
new file mode 100644
index 0000000..9dbc965
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/nestedFLWOGR2.aql
@@ -0,0 +1,6 @@
+for $i in [1,2,30,for $tmp in dataset('number') return $tmp]
+for $j in {{4,5,6}}
+return 
+	for $k in if ($i>$j) then $i else $j
+	where $k <10
+	return $k
diff --git a/asterix-app/src/test/resources/AQLTS/queries/nestedFLWOGR3.aql b/asterix-app/src/test/resources/AQLTS/queries/nestedFLWOGR3.aql
new file mode 100644
index 0000000..23fb4b2
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/nestedFLWOGR3.aql
@@ -0,0 +1,12 @@
+for $event in dataset('Event')
+for $sponsor in $event.sponsoring_sigs
+let $es := { "event": $event, "sponsor": $sponsor }
+group by $sig_name := $sponsor.sig_name with $es
+let $sig_sponsorship_count := count($es)
+let $by_chapter :=
+   for $e in $es
+   group by $chapter_name := $e.sponsor.chapter_name with $es
+   return { "chapter_name": $chapter_name, "escount" : count($es) }
+order by $sig_sponsorship_count desc
+limit 5 offset 2
+return { "sig_name": $sig_name, "total_count": $sig_sponsorship_count, "chapter_breakdown": $by_chapter }
diff --git a/asterix-app/src/test/resources/AQLTS/queries/nestedFor.aql b/asterix-app/src/test/resources/AQLTS/queries/nestedFor.aql
new file mode 100644
index 0000000..46bd8b0
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/nestedFor.aql
@@ -0,0 +1,4 @@
+for $user in dataset('User')
+for $mv in dataset('Movie')
+where some $i in $user.interests satisfies $i.movie = $mv.movie
+return { "name": $user.name, "movie": $mv.movie }
diff --git a/asterix-app/src/test/resources/AQLTS/queries/numberInFieldAccessor.aql b/asterix-app/src/test/resources/AQLTS/queries/numberInFieldAccessor.aql
new file mode 100644
index 0000000..ab7d964
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/numberInFieldAccessor.aql
@@ -0,0 +1,4 @@
+for $user in dataset('User')
+for $mv in dataset('Movie')
+where some $i in $user.interests satisfies $i.movie = $mv.movie[2]
+return { "name": $user.name, "movie": $mv.movie }
diff --git a/asterix-app/src/test/resources/AQLTS/queries/union.aql b/asterix-app/src/test/resources/AQLTS/queries/union.aql
new file mode 100644
index 0000000..90c6c0d
--- /dev/null
+++ b/asterix-app/src/test/resources/AQLTS/queries/union.aql
@@ -0,0 +1,8 @@
+(for $l in foo1()
+return $l)
+union
+(for $l in foo2()
+return $l)
+union
+(for $l in foo3()
+return $l)
diff --git a/asterix-app/src/test/resources/aqljts/ignore.txt b/asterix-app/src/test/resources/aqljts/ignore.txt
new file mode 100644
index 0000000..e69de29
--- /dev/null
+++ b/asterix-app/src/test/resources/aqljts/ignore.txt
diff --git a/asterix-app/src/test/resources/aqljts/only.txt b/asterix-app/src/test/resources/aqljts/only.txt
new file mode 100644
index 0000000..e69de29
--- /dev/null
+++ b/asterix-app/src/test/resources/aqljts/only.txt
diff --git a/asterix-app/src/test/resources/aqljts/queries/gram-tokens_01.aql b/asterix-app/src/test/resources/aqljts/queries/gram-tokens_01.aql
new file mode 100644
index 0000000..5f2b961
--- /dev/null
+++ b/asterix-app/src/test/resources/aqljts/queries/gram-tokens_01.aql
@@ -0,0 +1,4 @@
+let $txt := "Jürgen S. Generic's Car"
+let $tokens := gram-tokens($txt, 3, false)
+for $token in $tokens
+return $token
diff --git a/asterix-app/src/test/resources/aqljts/queries/nested_01.aql b/asterix-app/src/test/resources/aqljts/queries/nested_01.aql
new file mode 100644
index 0000000..968f314
--- /dev/null
+++ b/asterix-app/src/test/resources/aqljts/queries/nested_01.aql
@@ -0,0 +1,9 @@
+for $x in [1]
+return {"x": 
+			[{"r": [["a", "b", "c"], ["d", "e", "f"]]}],
+		"y":
+			[{"s": [[1, 2, 3], [4, 5, 6]]}],
+		"z":
+			[{"t": [datetime("2011-09-16T11:00:00Z")]}]
+		}
+		
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/aqljts/results/gram-tokens_01.adm b/asterix-app/src/test/resources/aqljts/results/gram-tokens_01.adm
new file mode 100644
index 0000000..f0f59c3
--- /dev/null
+++ b/asterix-app/src/test/resources/aqljts/results/gram-tokens_01.adm
@@ -0,0 +1,21 @@
+AString: {jür}
+AString: {ürg}
+AString: {rge}
+AString: {gen}
+AString: {en }
+AString: {n s}
+AString: { s.}
+AString: {s. }
+AString: {. g}
+AString: { ge}
+AString: {gen}
+AString: {ene}
+AString: {ner}
+AString: {eri}
+AString: {ric}
+AString: {ic'}
+AString: {c's}
+AString: {'s }
+AString: {s c}
+AString: { ca}
+AString: {car}
diff --git a/asterix-app/src/test/resources/aqljts/results/nested_01.adm b/asterix-app/src/test/resources/aqljts/results/nested_01.adm
new file mode 100644
index 0000000..54444c7
--- /dev/null
+++ b/asterix-app/src/test/resources/aqljts/results/nested_01.adm
@@ -0,0 +1,33 @@
+ARecordType: 
+field: x
+AbstractCollectionType: 
+ARecordType: 
+field: r
+AbstractCollectionType: 
+AbstractCollectionType: 
+AString: {a}
+AString: {b}
+AString: {c}
+AbstractCollectionType: 
+AString: {d}
+AString: {e}
+AString: {f}
+field: y
+AbstractCollectionType: 
+ARecordType: 
+field: s
+AbstractCollectionType: 
+AbstractCollectionType: 
+AInt32: {1}
+AInt32: {2}
+AInt32: {3}
+AbstractCollectionType: 
+AInt32: {4}
+AInt32: {5}
+AInt32: {6}
+field: z
+AbstractCollectionType: 
+ARecordType: 
+field: t
+AbstractCollectionType: 
+ADateTime: { 2011-9-16:11:0:0:0:0:0 }
diff --git a/asterix-app/src/test/resources/dapd/denorm_user_event.aql b/asterix-app/src/test/resources/dapd/denorm_user_event.aql
new file mode 100644
index 0000000..a3b9fab
--- /dev/null
+++ b/asterix-app/src/test/resources/dapd/denorm_user_event.aql
@@ -0,0 +1,41 @@
+use dataverse events;
+
+declare type UserType as {
+  u_name: string,
+  interests: {{string}},
+  member_of: {{
+    {
+      sig_name: string,
+      chap_name: string
+    }
+  }} 
+}
+
+declare type EventType as {
+  e_name: string,
+  organizer: string,
+  sponsoring_sigs: [ 
+    {
+      sig_name: string,
+      chap_name: string
+    }
+  ],
+  interest_keywords: {{string}},
+  start_time: datetime,
+  end_time: datetime
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Users(UserType) partitioned by key u_name on group1;
+declare dataset Events(EventType) partitioned by key e_name on group1;
+
+write output to nc1:"/tmp/denorm_user_event.adm";
+
+for $u in dataset('Users')
+let $events := 
+  for $e in dataset('Events')
+  where $e.organizer = $u.u_name
+  order by $e.start_time asc
+  return $e
+return { "user": $u, "org_events": $events }  
diff --git a/asterix-app/src/test/resources/dapd/q1.aql b/asterix-app/src/test/resources/dapd/q1.aql
new file mode 100644
index 0000000..ae6b28f
--- /dev/null
+++ b/asterix-app/src/test/resources/dapd/q1.aql
@@ -0,0 +1,33 @@
+use dataverse events;
+
+declare type UserType as open {
+  name: string,
+  email: string,
+  interests: {{string}},
+  address: AddressType,
+  member_of: {{
+    {
+      sig_name: string,
+      chapter_name: string,
+      member_since: date
+    }
+  }}
+}
+
+declare type AddressType as closed {
+  street: string,
+  city: string,
+  zip: string,
+  latlong: point
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset User(UserType) partitioned by key name on group1;
+
+write output to nc1:"/tmp/q1.adm";
+
+for $user in dataset('User')
+where some $i in $user.interests
+  satisfies $i = "movies"
+return {"name": $user.name}
diff --git a/asterix-app/src/test/resources/dapd/q2.aql b/asterix-app/src/test/resources/dapd/q2.aql
new file mode 100644
index 0000000..3998b9e
--- /dev/null
+++ b/asterix-app/src/test/resources/dapd/q2.aql
@@ -0,0 +1,60 @@
+use dataverse events;
+
+declare type EventType as closed {
+  event_id: int64, 
+  name: string,
+  location: AddressType	?,
+  organizers: {{ 
+   {
+     name: string
+   }
+  }},
+  sponsoring_sigs: [
+    {
+      sig_id: int32,
+      chapter_name: string
+    }
+  ],
+  interest_keywords: {{string}},
+  price: double?,
+  start_time: datetime,
+  end_time: datetime
+}
+
+declare type AddressType as closed {
+  street: string,
+  city: string,
+  zip: string,
+  latlong: point
+}
+
+declare nodegroup group1 on nc1;
+
+/*
+declare dataset Event(EventType) 
+  splits nc1:"/home/nicnic/Work/Asterix/adg/event.adm";
+*/
+
+drop dataset Event;
+declare dataset Event(EventType) 
+  partitioned by key event_id on group1;
+
+load dataset Event 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///home/nicnic/Work/Asterix/adg/event.adm"),("format"="adm"));
+
+write output to nc1:"/tmp/dapd_q2.adm";
+
+for $event in dataset('Event')
+for $sponsor in $event.sponsoring_sigs
+let $es := { "event": $event, "sponsor": $sponsor }
+group by $sig_id := $sponsor.sig_id with $es
+let $sig_sponsorship_count := count($es)
+let $by_chapter :=
+   for $e in $es
+   group by $chapter_name := $e.sponsor.chapter_name with $e
+   return { "chapter_name": $chapter_name, "escount" : count($e) }
+order by $sig_sponsorship_count desc
+limit 5
+return { "sig_id": $sig_id, "total_count": $sig_sponsorship_count, "chapter_breakdown": $by_chapter }
+
diff --git a/asterix-app/src/test/resources/demo0216/01-load-dblp-large.aql b/asterix-app/src/test/resources/demo0216/01-load-dblp-large.aql
new file mode 100644
index 0000000..0cb6b21
--- /dev/null
+++ b/asterix-app/src/test/resources/demo0216/01-load-dblp-large.aql
@@ -0,0 +1,19 @@
+use dataverse fuzzy1;
+
+declare type DBLPType as open {
+ id: int32,
+ dblpid: string,
+ title: string,
+ authors: string,
+ misc: string
+}
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03,
+rainbow-04, rainbow-05;
+
+declare dataset DBLP(DBLPType)
+ partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="rainbow-01:///home/hyracks/demo-data/dblp-id.txt"),("format"="delimited-text"),("delimiter"=":") pre-sorted;
diff --git a/asterix-app/src/test/resources/demo0216/02-fuzzy-select b/asterix-app/src/test/resources/demo0216/02-fuzzy-select
new file mode 100644
index 0000000..fefb24e
--- /dev/null
+++ b/asterix-app/src/test/resources/demo0216/02-fuzzy-select
@@ -0,0 +1,23 @@
+use dataverse fuzzy1;
+
+declare type DBLPType as open {
+ id: int32,
+ dblpid: string,
+ title: string,
+ authors: string,
+ misc: string
+}
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03,
+rainbow-04, rainbow-05;
+
+declare dataset DBLP(DBLPType)
+ partitioned by key id on group1;
+
+write output to rainbow-01:"/home/hyracks/out.txt";
+
+for $x in dataset('DBLP')
+let $ed := edit-distance($x.authors, "Michael Carey")
+where $ed <= 3
+order by $ed, $x.authors
+return { "edit-distance":$ed, "authors":$x.authors, "title":$x.title }
diff --git a/asterix-app/src/test/resources/demo0216/03-load-dblp-small.aql b/asterix-app/src/test/resources/demo0216/03-load-dblp-small.aql
new file mode 100644
index 0000000..f4d8ae0
--- /dev/null
+++ b/asterix-app/src/test/resources/demo0216/03-load-dblp-small.aql
@@ -0,0 +1,20 @@
+use dataverse fuzzy1;
+
+declare type DBLPType as open {
+ id: int32,
+ dblpid: string,
+ title: string,
+ authors: string,
+ misc: string
+}
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03,
+rainbow-04, rainbow-05;
+
+declare dataset DBLPSmall(DBLPType)
+ partitioned by key id on group1;
+
+load dataset DBLPSmall 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="rainbow-01:///home/hyracks/demo-data/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":") pre-sorted;
+
diff --git a/asterix-app/src/test/resources/demo0216/110-self-join-dblp.aql b/asterix-app/src/test/resources/demo0216/110-self-join-dblp.aql
new file mode 100644
index 0000000..9077f33
--- /dev/null
+++ b/asterix-app/src/test/resources/demo0216/110-self-join-dblp.aql
@@ -0,0 +1,88 @@
+use dataverse fuzzy1;
+
+declare type DBLPType as open {
+ id: int32,
+ dblpid: string,
+ title: string,
+ authors: string,
+ misc: string
+}
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03,
+rainbow-04, rainbow-05;
+
+declare dataset DBLP(DBLPType) 
+  partitioned by key id on group1;
+
+write output to rainbow-01:"/home/hyracks/dblp-self-join.adm";
+
+//
+// -- - Stage 3 - --
+//
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperR in dataset('DBLP')
+    let $tokensR :=
+        for $word in counthashed-word-tokens($paperR.title)
+        for $token at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            for $word in counthashed-word-tokens($paper.title)
+            group by $item := $word with $paper
+            order by count($paper)
+            return $item
+        where $word = $token
+        order by $i
+        return $i
+    for $prefix_tokenR in subset-collection(
+                                $tokensR, 
+                                0,
+                                prefix-len(
+                                    len($tokensR), 'Jaccard', .8))
+
+    for $paperS in dataset('DBLP')
+    let $tokensS :=
+        for $word in counthashed-word-tokens($paperS.title)
+        for $token at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            for $word in counthashed-word-tokens($paper.title)
+            group by $item := $word with $paper
+            order by count($paper)
+            return $item
+        where $word = $token
+        order by $i
+        return $i
+    for $prefix_tokenS in subset-collection(
+                                $tokensS, 
+                                0,
+                                prefix-len(
+                                    len($tokensS), 'Jaccard', .8))
+
+    where $prefix_tokenR = $prefix_tokenS
+
+    let $sim := similarity(
+                    len(counthashed-word-tokens($paperR.title)),
+                    $tokensR,
+                    len(counthashed-word-tokens($paperS.title)),
+                    $tokensS,
+                    $prefix_tokenR,
+                    'Jaccard',
+                    .8)
+    where $sim >= .8 // and $paperR.id != $paperS.id
+    group by $idR := $paperR.id, $idS := $paperS.id with $sim
+    where $idR < $idS
+    return {'idR': $idR, 'idS': $idS, 'sim': $sim[0]}
+
+for $paperR in dataset('DBLP')
+for $paperS in dataset('DBLP')
+where $ridpair.idR = $paperR.id and $ridpair.idS = $paperS.id
+return {'R': {'dblpid': $paperR.dblpid, 'title': $paperR.title}, 
+        'S': {'dblpid': $paperS.dblpid, 'title': $paperS.title}, 
+        'sim': $ridpair.sim}
diff --git a/asterix-app/src/test/resources/demo0216/120-self-join-dblp-small.aql b/asterix-app/src/test/resources/demo0216/120-self-join-dblp-small.aql
new file mode 100644
index 0000000..66ca6cb
--- /dev/null
+++ b/asterix-app/src/test/resources/demo0216/120-self-join-dblp-small.aql
@@ -0,0 +1,88 @@
+use dataverse fuzzy1;
+
+declare type DBLPType as open {
+ id: int32,
+ dblpid: string,
+ title: string,
+ authors: string,
+ misc: string
+}
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03,
+rainbow-04, rainbow-05;
+
+declare dataset DBLPSmall(DBLPType) 
+  partitioned by key id on group1;
+
+write output to rainbow-01:"/home/hyracks/small-dblp-self-join.adm";
+
+//
+// -- - Stage 3 - --
+//
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperR in dataset('DBLPSmall')
+    let $tokensR :=
+        for $word in counthashed-word-tokens($paperR.title)
+        for $token at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLPSmall')
+            for $word in counthashed-word-tokens($paper.title)
+            group by $item := $word with $paper
+            order by count($paper)
+            return $item
+        where $word = $token
+        order by $i
+        return $i
+    for $prefix_tokenR in subset-collection(
+                                $tokensR, 
+                                0,
+                                prefix-len(
+                                    len($tokensR), 'Jaccard', .8))
+
+    for $paperS in dataset('DBLPSmall')
+    let $tokensS :=
+        for $word in counthashed-word-tokens($paperS.title)
+        for $token at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLPSmall')
+            for $word in counthashed-word-tokens($paper.title)
+            group by $item := $word with $paper
+            order by count($paper)
+            return $item
+        where $word = $token
+        order by $i
+        return $i
+    for $prefix_tokenS in subset-collection(
+                                $tokensS, 
+                                0,
+                                prefix-len(
+                                    len($tokensS), 'Jaccard', .8))
+
+    where $prefix_tokenR = $prefix_tokenS
+
+    let $sim := similarity(
+                    len(counthashed-word-tokens($paperR.title)),
+                    $tokensR,
+                    len(counthashed-word-tokens($paperS.title)),
+                    $tokensS,
+                    $prefix_tokenR,
+                    'Jaccard',
+                    .8)
+    where $sim >= .8 // and $paperR.id != $paperS.id
+    group by $idR := $paperR.id, $idS := $paperS.id with $sim
+    where $idR < $idS
+    return {'idR': $idR, 'idS': $idS, 'sim': $sim[0]}
+
+for $paperR in dataset('DBLPSmall')
+for $paperS in dataset('DBLPSmall')
+where $ridpair.idR = $paperR.id and $ridpair.idS = $paperS.id
+return {'R': {'dblpid': $paperR.dblpid, 'title': $paperR.title}, 
+        'S': {'dblpid': $paperS.dblpid, 'title': $paperS.title}, 
+        'sim': $ridpair.sim}
diff --git a/asterix-app/src/test/resources/demo0927/local/create-index.aql b/asterix-app/src/test/resources/demo0927/local/create-index.aql
new file mode 100644
index 0000000..3ecd163
--- /dev/null
+++ b/asterix-app/src/test/resources/demo0927/local/create-index.aql
@@ -0,0 +1,25 @@
+use dataverse demo0927;
+
+declare type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as closed {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on nc1,nc2;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+create index NameIndex on Customers(name);
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/demo0927/local/dataset-filter-int.aql b/asterix-app/src/test/resources/demo0927/local/dataset-filter-int.aql
new file mode 100644
index 0000000..3acb8f8
--- /dev/null
+++ b/asterix-app/src/test/resources/demo0927/local/dataset-filter-int.aql
@@ -0,0 +1,31 @@
+use dataverse demo0927;
+
+declare type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as closed {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+write output to nc1:"/tmp/mycustomers.adm";
+
+for $c in dataset('Customers')
+where $c.age < 21 
+//  return $c
+return { "custname":$c.name, "custage": $c.age }
+
diff --git a/asterix-app/src/test/resources/demo0927/local/dataset-filter-str.aql b/asterix-app/src/test/resources/demo0927/local/dataset-filter-str.aql
new file mode 100644
index 0000000..35401cf
--- /dev/null
+++ b/asterix-app/src/test/resources/demo0927/local/dataset-filter-str.aql
@@ -0,0 +1,31 @@
+use dataverse demo0927;
+
+declare type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as closed {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+write output to nc1:"/tmp/mycustomers.adm";
+
+for $c in dataset('Customers')
+where $c.name = 'Noreen Doe' 
+  return $c
+// return { "custname":$c.name }
+
diff --git a/asterix-app/src/test/resources/demo0927/local/dataset-scan.aql b/asterix-app/src/test/resources/demo0927/local/dataset-scan.aql
new file mode 100644
index 0000000..2f8746c
--- /dev/null
+++ b/asterix-app/src/test/resources/demo0927/local/dataset-scan.aql
@@ -0,0 +1,29 @@
+use dataverse demo0927;
+
+declare type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as closed {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+write output to nc1:"/tmp/mycustomers.adm";
+
+for $c in dataset('Customers')
+return $c
+// return { "custname":$c.name }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/demo0927/local/declare-index.aql b/asterix-app/src/test/resources/demo0927/local/declare-index.aql
new file mode 100644
index 0000000..ecacc49
--- /dev/null
+++ b/asterix-app/src/test/resources/demo0927/local/declare-index.aql
@@ -0,0 +1,25 @@
+use dataverse demo0927;
+
+declare type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as closed {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on nc1,nc2;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+declare index NameIndex on Customers(name);
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/demo0927/local/join-cust-ord.aql b/asterix-app/src/test/resources/demo0927/local/join-cust-ord.aql
new file mode 100644
index 0000000..b262860
--- /dev/null
+++ b/asterix-app/src/test/resources/demo0927/local/join-cust-ord.aql
@@ -0,0 +1,42 @@
+use dataverse demo0927;
+
+declare type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as closed {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+
+declare type OrderType as closed {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+write output to nc1:"/tmp/custorder.adm";
+
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+where $c.cid = $o.cid
+return {"cust":$c.name, "ordertot":$o.total} 
diff --git a/asterix-app/src/test/resources/demo0927/local/load-cust.aql b/asterix-app/src/test/resources/demo0927/local/load-cust.aql
new file mode 100644
index 0000000..b71731c
--- /dev/null
+++ b/asterix-app/src/test/resources/demo0927/local/load-cust.aql
@@ -0,0 +1,28 @@
+use dataverse demo0927;
+
+declare type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as closed {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+load dataset Customers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///tmp/customerData.adm"),("format"="json")) pre-sorted;
+
diff --git a/asterix-app/src/test/resources/demo0927/local/load-ord.aql b/asterix-app/src/test/resources/demo0927/local/load-ord.aql
new file mode 100644
index 0000000..15ba4cf
--- /dev/null
+++ b/asterix-app/src/test/resources/demo0927/local/load-ord.aql
@@ -0,0 +1,20 @@
+use dataverse demo0927;
+
+declare type OrderType as closed {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+load dataset Orders from nc1:"/tmp/orderData.json";
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///tmp/orderData.json"),("format"="adm")) pre-sorted;
+
diff --git a/asterix-app/src/test/resources/demo0927/rainbow/01-load-cust.aql b/asterix-app/src/test/resources/demo0927/rainbow/01-load-cust.aql
new file mode 100644
index 0000000..74502a0
--- /dev/null
+++ b/asterix-app/src/test/resources/demo0927/rainbow/01-load-cust.aql
@@ -0,0 +1,26 @@
+use dataverse demo0927;
+
+declare type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as closed {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03, rainbow-04, rainbow-05;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+load dataset Customers from rainbow-01:"/home/hyracks/demo-data/customerData.json";
+//  delete dataset Customers;
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/demo0927/rainbow/02-filter-cust.aql b/asterix-app/src/test/resources/demo0927/rainbow/02-filter-cust.aql
new file mode 100644
index 0000000..2ed1304
--- /dev/null
+++ b/asterix-app/src/test/resources/demo0927/rainbow/02-filter-cust.aql
@@ -0,0 +1,31 @@
+use dataverse demo0927;
+
+declare type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as closed {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03, rainbow-04, rainbow-05;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+write output to rainbow-01:"/home/hyracks/mycustomers.adm";
+
+for $c in dataset('Customers')
+// where $c.age < 21
+where $c.name = 'Noreen Doe' 
+  return $c
+// return { "custname":$c.name }
diff --git a/asterix-app/src/test/resources/demo0927/rainbow/03-load-ord.aql b/asterix-app/src/test/resources/demo0927/rainbow/03-load-ord.aql
new file mode 100644
index 0000000..a9bfe61
--- /dev/null
+++ b/asterix-app/src/test/resources/demo0927/rainbow/03-load-ord.aql
@@ -0,0 +1,18 @@
+use dataverse demo0927;
+
+declare type OrderType as closed {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03, rainbow-04, rainbow-05;
+
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+load dataset Orders from rainbow-01:"/home/hyracks/demo-data/orderData.json";
+// delete dataset Orders;
diff --git a/asterix-app/src/test/resources/demo0927/rainbow/04-join-custord.aql b/asterix-app/src/test/resources/demo0927/rainbow/04-join-custord.aql
new file mode 100644
index 0000000..57cc397
--- /dev/null
+++ b/asterix-app/src/test/resources/demo0927/rainbow/04-join-custord.aql
@@ -0,0 +1,42 @@
+use dataverse demo0927;
+
+declare type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as closed {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+
+declare type OrderType as closed {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03, rainbow-04, rainbow-05;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+write output to rainbow-01:"/home/hyracks/custorder.adm";
+
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+where $c.cid = $o.cid and $c.age < 21
+return {"cust":$c.name, "custage": $c.age, "ordertot":$o.total} 
diff --git a/asterix-app/src/test/resources/demo1112/local/01-load-cust.aql b/asterix-app/src/test/resources/demo1112/local/01-load-cust.aql
new file mode 100644
index 0000000..8d764c3
--- /dev/null
+++ b/asterix-app/src/test/resources/demo1112/local/01-load-cust.aql
@@ -0,0 +1,28 @@
+use dataverse demo1112;
+
+declare type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+load dataset Customers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///tmp/customerData.adm"),("format"="json")) pre-sorted;
+
diff --git a/asterix-app/src/test/resources/demo1112/local/02-filter-cust.aql b/asterix-app/src/test/resources/demo1112/local/02-filter-cust.aql
new file mode 100644
index 0000000..24c5827
--- /dev/null
+++ b/asterix-app/src/test/resources/demo1112/local/02-filter-cust.aql
@@ -0,0 +1,30 @@
+use dataverse demo1112;
+
+declare type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+write output to nc1:"/tmp/mycustomers.adm";
+
+for $c in dataset('Customers')
+where $c.age < 21
+// where $c.name = 'Noreen Doe' 
+  return { "custname":$c.name }
diff --git a/asterix-app/src/test/resources/demo1112/local/03-load-ord.aql b/asterix-app/src/test/resources/demo1112/local/03-load-ord.aql
new file mode 100644
index 0000000..7db4f4e
--- /dev/null
+++ b/asterix-app/src/test/resources/demo1112/local/03-load-ord.aql
@@ -0,0 +1,19 @@
+use dataverse demo1112;
+
+declare type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///tmp/orderData.adm"),("format"="adm")) pre-sorted;
diff --git a/asterix-app/src/test/resources/demo1112/local/04-join-custord.aql b/asterix-app/src/test/resources/demo1112/local/04-join-custord.aql
new file mode 100644
index 0000000..1238e7e
--- /dev/null
+++ b/asterix-app/src/test/resources/demo1112/local/04-join-custord.aql
@@ -0,0 +1,42 @@
+use dataverse demo1112;
+
+declare type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+
+declare type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+write output to nc1:"/tmp/custorder.adm";
+
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+where $c.cid = $o.cid and $c.age < 21
+return {"cust":$c.name, "custage": $c.age, "ordertot":$o.total} 
diff --git a/asterix-app/src/test/resources/demo1112/rainbow/01-load-cust.aql b/asterix-app/src/test/resources/demo1112/rainbow/01-load-cust.aql
new file mode 100644
index 0000000..ccb959d
--- /dev/null
+++ b/asterix-app/src/test/resources/demo1112/rainbow/01-load-cust.aql
@@ -0,0 +1,26 @@
+use dataverse demo1112;
+
+declare type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03, rainbow-04, rainbow-05;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+load dataset Customers from rainbow-01:"/home/onose/demo-data/customerData.adm";
+// drop dataset Customers;
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/demo1112/rainbow/02-filter-cust.aql b/asterix-app/src/test/resources/demo1112/rainbow/02-filter-cust.aql
new file mode 100644
index 0000000..2c08f34
--- /dev/null
+++ b/asterix-app/src/test/resources/demo1112/rainbow/02-filter-cust.aql
@@ -0,0 +1,30 @@
+use dataverse demo1112;
+
+declare type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03, rainbow-04, rainbow-05;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+write output to rainbow-01:"/home/onose/hyracks-rainbow/results/mycustomers.adm";
+
+for $c in dataset('Customers')
+// where $c.age < 21
+where $c.name = 'Noreen Doe' 
+  return $c
diff --git a/asterix-app/src/test/resources/demo1112/rainbow/03-load-ord.aql b/asterix-app/src/test/resources/demo1112/rainbow/03-load-ord.aql
new file mode 100644
index 0000000..1329aa4
--- /dev/null
+++ b/asterix-app/src/test/resources/demo1112/rainbow/03-load-ord.aql
@@ -0,0 +1,17 @@
+use dataverse demo1112;
+
+declare type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03, rainbow-04, rainbow-05;
+
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+load dataset Orders from rainbow-01:"/home/onose/demo-data/orderData.adm";
diff --git a/asterix-app/src/test/resources/demo1112/rainbow/04-join-custord.aql b/asterix-app/src/test/resources/demo1112/rainbow/04-join-custord.aql
new file mode 100644
index 0000000..63c4670
--- /dev/null
+++ b/asterix-app/src/test/resources/demo1112/rainbow/04-join-custord.aql
@@ -0,0 +1,42 @@
+use dataverse demo1112;
+
+declare type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+
+declare type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03, rainbow-04, rainbow-05;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+write output to rainbow-01:"/home/onose/hyracks-rainbow/results/custorder.adm";
+
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+where $c.cid = $o.cid and $c.age < 21
+return {"cust":$c.name, "custage": $c.age, "ordertot":$o.total} 
diff --git a/asterix-app/src/test/resources/demo1112/rainbow/05-count-custord.aql b/asterix-app/src/test/resources/demo1112/rainbow/05-count-custord.aql
new file mode 100644
index 0000000..dcbea09
--- /dev/null
+++ b/asterix-app/src/test/resources/demo1112/rainbow/05-count-custord.aql
@@ -0,0 +1,43 @@
+use dataverse demo1112;
+
+declare type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+
+declare type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03, rainbow-04, rainbow-05;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+write output to rainbow-01:"/home/onose/hyracks-rainbow/results/custorder.adm";
+
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+where $c.cid = $o.cid and $o.total > 70
+group by $age := $c.age with $c
+return {"custage": $age, "count":count($c)} 
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/demo_aql/local/01-load-cust.aql b/asterix-app/src/test/resources/demo_aql/local/01-load-cust.aql
new file mode 100644
index 0000000..cd7a682
--- /dev/null
+++ b/asterix-app/src/test/resources/demo_aql/local/01-load-cust.aql
@@ -0,0 +1,26 @@
+use dataverse demo_aql;
+
+declare type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  interests: {{string}},
+  children: [ { name: string, age: int32? } ]
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+load dataset Customers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///tmp/customer.adm"),("format"="adm")) pre-sorted;
+
diff --git a/asterix-app/src/test/resources/demo_aql/local/02-filter-cust.aql b/asterix-app/src/test/resources/demo_aql/local/02-filter-cust.aql
new file mode 100644
index 0000000..38171ed
--- /dev/null
+++ b/asterix-app/src/test/resources/demo_aql/local/02-filter-cust.aql
@@ -0,0 +1,27 @@
+use dataverse demo_aql;
+
+declare type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  interests: {{string}},
+  children: [ { name: string, age: int32? } ]
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+write output to nc1:"/tmp/02-filter-cust.adm";
+
+for $c in dataset('Customers')
+where $c.age < 21 
+return { "custname":$c.name, "custage": $c.age }
diff --git a/asterix-app/src/test/resources/demo_aql/local/03-count-cust-age.aql b/asterix-app/src/test/resources/demo_aql/local/03-count-cust-age.aql
new file mode 100644
index 0000000..37698a7
--- /dev/null
+++ b/asterix-app/src/test/resources/demo_aql/local/03-count-cust-age.aql
@@ -0,0 +1,29 @@
+use dataverse demo_aql;
+
+declare type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  interests: {{string}},
+  children: [ { name: string, age: int32? } ]
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+write output to nc1:"/tmp/03-count-cust-age.adm";
+
+count(
+for $c in dataset('Customers')
+where not(is-null($c.age)) 
+return $c
+)
diff --git a/asterix-app/src/test/resources/demo_aql/local/04-load-ord.aql b/asterix-app/src/test/resources/demo_aql/local/04-load-ord.aql
new file mode 100644
index 0000000..b8898f5
--- /dev/null
+++ b/asterix-app/src/test/resources/demo_aql/local/04-load-ord.aql
@@ -0,0 +1,19 @@
+use dataverse demo_aql;
+
+declare type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///tmp/orders.adm"),("format"="adm"));
diff --git a/asterix-app/src/test/resources/demo_aql/local/05-count-param1.aql b/asterix-app/src/test/resources/demo_aql/local/05-count-param1.aql
new file mode 100644
index 0000000..02263c4
--- /dev/null
+++ b/asterix-app/src/test/resources/demo_aql/local/05-count-param1.aql
@@ -0,0 +1,23 @@
+use dataverse demo_aql;
+
+declare type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+write output to nc1:"/tmp/05-count-param1.adm";
+
+count(
+for $o in dataset('Orders')
+where not(is-null($o.param1)) 
+return $o
+)
diff --git a/asterix-app/src/test/resources/demo_aql/local/06-count-custord.aql b/asterix-app/src/test/resources/demo_aql/local/06-count-custord.aql
new file mode 100644
index 0000000..86e6ea0
--- /dev/null
+++ b/asterix-app/src/test/resources/demo_aql/local/06-count-custord.aql
@@ -0,0 +1,41 @@
+use dataverse demo_aql;
+
+declare type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  interests: {{string}},
+  children: [ { name: string, age: int32? } ]
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+
+declare type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+write output to nc1:"/tmp/06-count-custord.adm";
+
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+where $c.cid = $o.cid and $o.total > 70
+group by $age := $c.age with $o
+return {"custage": $age, "count-orders":count($o)}
diff --git a/asterix-app/src/test/resources/demo_aql/local/101-load-dblp.aql b/asterix-app/src/test/resources/demo_aql/local/101-load-dblp.aql
new file mode 100644
index 0000000..7d6dc62
--- /dev/null
+++ b/asterix-app/src/test/resources/demo_aql/local/101-load-dblp.aql
@@ -0,0 +1,18 @@
+use dataverse demo_aql;
+
+declare type DBLPType as open {
+ id: int32,
+ dblpid: string,
+ title: string,
+ authors: string,
+ misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset DBLP(DBLPType)
+ partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///tmp/dblp-id.txt"),("format"="delimited-text"),("delimiter"=":"));
diff --git a/asterix-app/src/test/resources/demo_aql/local/102-fuzzy-select.aql b/asterix-app/src/test/resources/demo_aql/local/102-fuzzy-select.aql
new file mode 100644
index 0000000..e37b49a
--- /dev/null
+++ b/asterix-app/src/test/resources/demo_aql/local/102-fuzzy-select.aql
@@ -0,0 +1,22 @@
+use dataverse demo_aql;
+
+declare type DBLPType as open {
+ id: int32,
+ dblpid: string,
+ title: string,
+ authors: string,
+ misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset DBLP(DBLPType)
+ partitioned by key id on group1;
+
+write output to nc1:"/tmp/102-fuzzy-select.adm";
+
+for $x in dataset('DBLP')
+let $ed := edit-distance($x.authors, "Michael Carey")
+where $ed <= 3
+order by $ed, $x.authors
+return { "edit-distance":$ed, "authors":$x.authors, "title":$x.title }
diff --git a/asterix-app/src/test/resources/demo_aql/local/110-self-join-dblp.aql b/asterix-app/src/test/resources/demo_aql/local/110-self-join-dblp.aql
new file mode 100644
index 0000000..f51e455
--- /dev/null
+++ b/asterix-app/src/test/resources/demo_aql/local/110-self-join-dblp.aql
@@ -0,0 +1,28 @@
+use dataverse demo_aql;
+
+declare type DBLPType as open {
+ id: int32,
+ dblpid: string,
+ title: string,
+ authors: string,
+ misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset DBLP(DBLPType) 
+  partitioned by key id on group1;
+
+write output to nc1:"/tmp/110-self-join-dblp.adm";
+
+set simthreshold '.5f';
+
+for $k in (
+  for $i in dataset('DBLP')
+  for $j in dataset('DBLP')
+  where $i.title ~= $j.title
+  order by $i.id, $j.id
+  return {'dblp1': $i, 'dblp2': $j}
+) 
+where $k.dblp1.id < $k.dblp2.id
+return $k
diff --git a/asterix-app/src/test/resources/demo_aql/rainbow/01-load-cust.aql b/asterix-app/src/test/resources/demo_aql/rainbow/01-load-cust.aql
new file mode 100644
index 0000000..e75bce2
--- /dev/null
+++ b/asterix-app/src/test/resources/demo_aql/rainbow/01-load-cust.aql
@@ -0,0 +1,24 @@
+use dataverse demo_aql;
+
+declare type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  interests: {{string}},
+  children: [ { name: string, age: int32? } ]
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03, rainbow-04, rainbow-05;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+load dataset Customers from rainbow-01:"/home/onose/demo-data/semistructured/customer.adm";
+
diff --git a/asterix-app/src/test/resources/demo_aql/rainbow/02-filter-cust.aql b/asterix-app/src/test/resources/demo_aql/rainbow/02-filter-cust.aql
new file mode 100644
index 0000000..8af2368
--- /dev/null
+++ b/asterix-app/src/test/resources/demo_aql/rainbow/02-filter-cust.aql
@@ -0,0 +1,27 @@
+use dataverse demo_aql;
+
+declare type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  interests: {{string}},
+  children: [ { name: string, age: int32? } ]
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03, rainbow-04, rainbow-05;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+write output to rainbow-01:"/home/onose/hyracks-rainbow/results/02-filter-cust.adm";
+
+for $c in dataset('Customers')
+where $c.age < 21 
+return { "custname":$c.name, "custage": $c.age }
diff --git a/asterix-app/src/test/resources/demo_aql/rainbow/03-count-cust-age.aql b/asterix-app/src/test/resources/demo_aql/rainbow/03-count-cust-age.aql
new file mode 100644
index 0000000..eda4015
--- /dev/null
+++ b/asterix-app/src/test/resources/demo_aql/rainbow/03-count-cust-age.aql
@@ -0,0 +1,29 @@
+use dataverse demo_aql;
+
+declare type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  interests: {{string}},
+  children: [ { name: string, age: int32? } ]
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03, rainbow-04, rainbow-05;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+write output to rainbow-01:"/home/onose/hyracks-rainbow/results/03-count-cust-age.adm";
+
+count(
+for $c in dataset('Customers')
+where not(is-null($c.age)) 
+return $c
+)
diff --git a/asterix-app/src/test/resources/demo_aql/rainbow/04-load-ord.aql b/asterix-app/src/test/resources/demo_aql/rainbow/04-load-ord.aql
new file mode 100644
index 0000000..bae97e8
--- /dev/null
+++ b/asterix-app/src/test/resources/demo_aql/rainbow/04-load-ord.aql
@@ -0,0 +1,17 @@
+use dataverse demo_aql;
+
+declare type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03, rainbow-04, rainbow-05;
+
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+load dataset Orders from rainbow-01:"/home/onose/demo-data/semistructured/orders.adm";
diff --git a/asterix-app/src/test/resources/demo_aql/rainbow/05-count-param1.aql b/asterix-app/src/test/resources/demo_aql/rainbow/05-count-param1.aql
new file mode 100644
index 0000000..f5ec449
--- /dev/null
+++ b/asterix-app/src/test/resources/demo_aql/rainbow/05-count-param1.aql
@@ -0,0 +1,23 @@
+use dataverse demo_aql;
+
+declare type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03, rainbow-04, rainbow-05;
+
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+write output to rainbow-01:"/home/onose/hyracks-rainbow/results/05-count-param1.adm";
+
+count(
+for $o in dataset('Orders')
+where not(is-null($o.param1)) 
+return $o
+)
diff --git a/asterix-app/src/test/resources/demo_aql/rainbow/06-count-custord.aql b/asterix-app/src/test/resources/demo_aql/rainbow/06-count-custord.aql
new file mode 100644
index 0000000..ba5d5f4
--- /dev/null
+++ b/asterix-app/src/test/resources/demo_aql/rainbow/06-count-custord.aql
@@ -0,0 +1,43 @@
+use dataverse demo_aql;
+
+declare type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  interests: {{string}},
+  children: [ { name: string, age: int32? } ]
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+
+declare type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03, rainbow-04, rainbow-05;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+write output to rainbow-01:"/home/onose/hyracks-rainbow/results/06-count-custord.adm";
+
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+where $c.cid = $o.cid and $o.total > 70
+group by $age := $c.age with $o
+return {"custage": $age, "count-orders":count($o)}
+ 
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/demo_aql/rainbow/101-load-dblp.aql b/asterix-app/src/test/resources/demo_aql/rainbow/101-load-dblp.aql
new file mode 100644
index 0000000..20f0b51
--- /dev/null
+++ b/asterix-app/src/test/resources/demo_aql/rainbow/101-load-dblp.aql
@@ -0,0 +1,18 @@
+use dataverse demo_aql;
+
+declare type DBLPType as open {
+ id: int32,
+ dblpid: string,
+ title: string,
+ authors: string,
+ misc: string
+}
+
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03, rainbow-04, rainbow-05;
+
+declare dataset DBLP(DBLPType)
+ partitioned by key id on group1;
+
+load dataset DBLP from
+  rainbow-01:"/home/onose/demo-data/dblp-id.txt" delimited by ":";
diff --git a/asterix-app/src/test/resources/demo_aql/rainbow/102-fuzzy-select.aql b/asterix-app/src/test/resources/demo_aql/rainbow/102-fuzzy-select.aql
new file mode 100644
index 0000000..c9f072a
--- /dev/null
+++ b/asterix-app/src/test/resources/demo_aql/rainbow/102-fuzzy-select.aql
@@ -0,0 +1,22 @@
+use dataverse demo_aql;
+
+declare type DBLPType as open {
+ id: int32,
+ dblpid: string,
+ title: string,
+ authors: string,
+ misc: string
+}
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03, rainbow-04, rainbow-05;
+
+declare dataset DBLP(DBLPType)
+ partitioned by key id on group1;
+
+write output to rainbow-01:"/home/onose/hyracks-rainbow/results/102-fuzzy-select.adm";
+
+for $x in dataset('DBLP')
+let $ed := edit-distance($x.authors, "Michael Carey")
+where $ed <= 3
+order by $ed, $x.authors
+return { "edit-distance":$ed, "authors":$x.authors, "title":$x.title }
diff --git a/asterix-app/src/test/resources/demo_aql/rainbow/110-self-join-dblp.aql b/asterix-app/src/test/resources/demo_aql/rainbow/110-self-join-dblp.aql
new file mode 100644
index 0000000..c5b900b
--- /dev/null
+++ b/asterix-app/src/test/resources/demo_aql/rainbow/110-self-join-dblp.aql
@@ -0,0 +1,28 @@
+use dataverse demo_aql;
+
+declare type DBLPType as open {
+ id: int32,
+ dblpid: string,
+ title: string,
+ authors: string,
+ misc: string
+}
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03, rainbow-04, rainbow-05;
+
+declare dataset DBLP(DBLPType) 
+  partitioned by key id on group1;
+
+write output to rainbow-01:"/home/onose/hyracks-rainbow/results/110-self-join-dblp.adm";
+
+set simthreshold '.8f';
+
+for $k in (
+  for $i in dataset('DBLP')
+  for $j in dataset('DBLP')
+  where $i.title ~= $j.title
+  order by $i.id, $j.id
+  return {'dblp1': $i, 'dblp2': $j}
+) 
+where $k.dblp1.id < $k.dblp2.id
+return $k
diff --git a/asterix-app/src/test/resources/dmlts/results/enlist-scan-cust.adm b/asterix-app/src/test/resources/dmlts/results/enlist-scan-cust.adm
new file mode 100644
index 0000000..57e1c98
--- /dev/null
+++ b/asterix-app/src/test/resources/dmlts/results/enlist-scan-cust.adm
@@ -0,0 +1,10 @@
+{ "cid": 59, "name": "Lance Pracht", "age": 27, "address": { "number": 342, "street": "Washington St.", "city": "Mountain View" }, "lastorder": { "oid": 59, "total": 26.975239f } }
+{ "cid": 74, "name": "Myrtice Cubias", "age": 11, "address": { "number": 9048, "street": "Park St.", "city": "San Jose" }, "lastorder": { "oid": 74, "total": 47.675938f } }
+{ "cid": 76, "name": "Marvella Loud", "age": 72, "address": { "number": 6988, "street": "7th St.", "city": "Sunnyvale" }, "lastorder": { "oid": 76, "total": 12.811708f } }
+{ "cid": 530, "name": "Clint Coil", "age": 79, "address": { "number": 4491, "street": "7th St.", "city": "San Jose" }, "lastorder": { "oid": 530, "total": 7.5879574f } }
+{ "cid": 586, "name": "Tamie Pollara", "age": 89, "address": { "number": 7424, "street": "Oak St.", "city": "Sunnyvale" }, "lastorder": { "oid": 586, "total": 22.163845f } }
+{ "cid": 758, "name": "Curt Savage", "age": 81, "address": { "number": 5651, "street": "Main St.", "city": "Seattle" }, "lastorder": { "oid": 758, "total": 45.33596f } }
+{ "cid": 775, "name": "Jodi Rotruck", "age": 69, "address": { "number": 8389, "street": "Hill St.", "city": "Mountain View" }, "lastorder": { "oid": 775, "total": 38.618626f } }
+{ "cid": 939, "name": "Larry Gothier", "age": 34, "address": { "number": 1786, "street": "Park St.", "city": "Mountain View" }, "lastorder": { "oid": 939, "total": 33.49055f } }
+{ "cid": 953, "name": "Elias Leonardo", "age": 62, "address": { "number": 7831, "street": "Main St.", "city": "San Jose" }, "lastorder": { "oid": 953, "total": 79.990875f } }
+{ "cid": 996, "name": "Obdulia Dicosmo", "age": 14, "address": { "number": 9237, "street": "Cedar St.", "city": "Los Angeles" }, "lastorder": { "oid": 996, "total": 94.23889f } }
diff --git a/asterix-app/src/test/resources/dmlts/scripts/enlist-scan-cust.aql b/asterix-app/src/test/resources/dmlts/scripts/enlist-scan-cust.aql
new file mode 100644
index 0000000..ed44308
--- /dev/null
+++ b/asterix-app/src/test/resources/dmlts/scripts/enlist-scan-cust.aql
@@ -0,0 +1,35 @@
+drop dataverse custord if exists;
+create dataverse custord;
+use dataverse custord;
+
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+enlist dataset Customers;
+
+write output to nc1:"dmltest/enlist-scan-cust.adm";
+
+for $c in dataset('Customers')
+order by $c.cid
+return $c
diff --git a/asterix-app/src/test/resources/dmlts/scripts/load-cust.aql b/asterix-app/src/test/resources/dmlts/scripts/load-cust.aql
new file mode 100644
index 0000000..d55dfed
--- /dev/null
+++ b/asterix-app/src/test/resources/dmlts/scripts/load-cust.aql
@@ -0,0 +1,31 @@
+drop dataverse custord if exists;
+create dataverse custord;
+use dataverse custord;
+
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+load dataset Customers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/custord-tiny/customer-tiny.adm"),("format"="adm")) pre-sorted;
diff --git a/asterix-app/src/test/resources/fuzzyjoin/amerix/10-load-csx-small.aql b/asterix-app/src/test/resources/fuzzyjoin/amerix/10-load-csx-small.aql
new file mode 100644
index 0000000..f7dcf0e
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/amerix/10-load-csx-small.aql
@@ -0,0 +1,20 @@
+use dataverse fuzzy1;
+
+declare type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset CSXSmall(CSXType) 
+  partitioned by key id on group1;
+
+load dataset CSXSmall 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/fuzzyjoin/pub-small/csx-small-id.txt"),("format"="delimited-text"),("delimiter"=":")) pre-sorted;
+
+
diff --git a/asterix-app/src/test/resources/fuzzyjoin/amerix/10-load-csx.aql b/asterix-app/src/test/resources/fuzzyjoin/amerix/10-load-csx.aql
new file mode 100644
index 0000000..b5787a1
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/amerix/10-load-csx.aql
@@ -0,0 +1,20 @@
+use dataverse fuzzy1;
+
+declare type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset CSX(CSXType) 
+  partitioned by key id on group1;
+
+load dataset CSX 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/fuzzyjoin/pub/csx-id.txt"),("format"="delimited-text"),("delimiter"=":")) pre-sorted;
+
+
diff --git a/asterix-app/src/test/resources/fuzzyjoin/amerix/10-load-dblp.aql b/asterix-app/src/test/resources/fuzzyjoin/amerix/10-load-dblp.aql
new file mode 100644
index 0000000..3ca85bb
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/amerix/10-load-dblp.aql
@@ -0,0 +1,20 @@
+use dataverse fuzzy1;
+
+declare type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare nodegroup group1 on nc1; 
+
+declare dataset DBLP(DBLPType) 
+  partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/fuzzyjoin/dblp/dblp-id.txt"),("format"="delimited-text"),("delimiter"=":")) pre-sorted;
+
+
diff --git a/asterix-app/src/test/resources/fuzzyjoin/amerix/20-drop-dblp.aql b/asterix-app/src/test/resources/fuzzyjoin/amerix/20-drop-dblp.aql
new file mode 100644
index 0000000..868d534
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/amerix/20-drop-dblp.aql
@@ -0,0 +1,17 @@
+use dataverse fuzzy1;
+
+declare type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset DBLP(DBLPType) 
+  partitioned by key id on group1;
+
+drop dataset DBLP;
+
diff --git a/asterix-app/src/test/resources/fuzzyjoin/amerix/30-filter-dblp.aql b/asterix-app/src/test/resources/fuzzyjoin/amerix/30-filter-dblp.aql
new file mode 100644
index 0000000..45bd1c8
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/amerix/30-filter-dblp.aql
@@ -0,0 +1,20 @@
+use dataverse fuzzy1;
+
+declare type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset DBLP(DBLPType) 
+  partitioned by key id on group1;
+
+write output to nc1:"/tmp/amerix.adm";
+
+for $dblp in dataset('DBLP')
+where $dblp.id = 1
+return $dblp
diff --git a/asterix-app/src/test/resources/fuzzyjoin/amerix/40-self-join-dblp.aql b/asterix-app/src/test/resources/fuzzyjoin/amerix/40-self-join-dblp.aql
new file mode 100644
index 0000000..bc024c3
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/amerix/40-self-join-dblp.aql
@@ -0,0 +1,86 @@
+use dataverse fuzzy1;
+
+declare type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare nodegroup group1 on nc1; 
+
+declare dataset DBLP(DBLPType) 
+  partitioned by key id on group1;
+
+write output to nc1:"/tmp/amerix.adm";
+
+//
+// -- - Stage 3 - --
+//
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperR in dataset('DBLP')
+    let $tokensR :=
+        for $word in counthashed-word-tokens($paperR.title)
+        for $token at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            for $word in counthashed-word-tokens($paper.title)
+            group by $item := $word with $paper
+            order by count($paper)
+            return $item
+        where $word = $token
+        order by $i
+        return $i
+    for $prefix_tokenR in subset-collection(
+                                $tokensR, 
+                                0,
+                                prefix-len(
+                                    len($tokensR), 'Jaccard', .8))
+
+    for $paperS in dataset('DBLP')
+    let $tokensS :=
+        for $word in counthashed-word-tokens($paperS.title)
+        for $token at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            for $word in counthashed-word-tokens($paper.title)
+            group by $item := $word with $paper
+            order by count($paper)
+            return $item
+        where $word = $token
+        order by $i
+        return $i
+    for $prefix_tokenS in subset-collection(
+                                $tokensS, 
+                                0,
+                                prefix-len(
+                                    len($tokensS), 'Jaccard', .8))
+
+    where $prefix_tokenR = $prefix_tokenS
+
+    let $sim := similarity(
+                    len(counthashed-word-tokens($paperR.title)),
+                    $tokensR,
+                    len(counthashed-word-tokens($paperS.title)),
+                    $tokensS,
+                    $prefix_tokenR,
+                    'Jaccard',
+                    .8)
+    where $sim >= .8 and $paperR.id < $paperS.id
+    group by $idR := $paperR.id, $idS := $paperS.id with $sim
+    return {'idR': $idR, 'idS': $idS, 'sim': $sim[0]}
+
+for $paperR in dataset('DBLP')
+for $paperS in dataset('DBLP')
+where $ridpair.idR = $paperR.id and $ridpair.idS = $paperS.id
+return {'R': {'dblpid': $paperR.dblpid, 'title': $paperR.title}, 
+        'S': {'dblpid': $paperS.dblpid, 'title': $paperS.title}, 
+        'sim': $ridpair.sim}
diff --git a/asterix-app/src/test/resources/fuzzyjoin/amerix/50-self-join-dblp.aql b/asterix-app/src/test/resources/fuzzyjoin/amerix/50-self-join-dblp.aql
new file mode 100644
index 0000000..eb44be7
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/amerix/50-self-join-dblp.aql
@@ -0,0 +1,22 @@
+use dataverse fuzzy1;
+
+declare type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset DBLP(DBLPType) 
+  partitioned by key id on group1;
+
+write output to nc1:"/tmp/amerix.adm";
+
+for   $paperR in dataset('DBLP')
+for   $paperS in dataset('DBLP')
+where $paperR.title ~= $paperS.title
+return { 'R': $paperR,
+         'S': $paperS }
diff --git a/asterix-app/src/test/resources/fuzzyjoin/amerix/line.py b/asterix-app/src/test/resources/fuzzyjoin/amerix/line.py
new file mode 100644
index 0000000..f845bb2
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/amerix/line.py
@@ -0,0 +1,7 @@
+
+m = 0
+for line in open('/data/fuzzyjoin/pub/csx-id.txt'):
+    l = len(line)
+    if (l > m):
+        m = l
+print m
diff --git a/asterix-app/src/test/resources/fuzzyjoin/dblp/000-1-char-at.aql b/asterix-app/src/test/resources/fuzzyjoin/dblp/000-1-char-at.aql
new file mode 100644
index 0000000..43a595d
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/dblp/000-1-char-at.aql
@@ -0,0 +1,43 @@
+use dataverse fuzzy1;
+
+declare type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset DBLP(DBLPType) 
+  partitioned by key id on group1;
+
+write output to nc1:"/tmp/dblp.adm";
+
+for $paperR in dataset('DBLP')
+where $paperR.id = 1
+for $authorR in word-tokens($paperR.authors)
+for $paperS in dataset('DBLP')
+for $authorS in word-tokens($paperS.authors)
+where $authorR = $authorS
+return {'R': {'dblpid': $paperR.dblpid, 'authors': $paperR.authors}, 
+        'S': {'dblpid': $paperS.dblpid, 'authors': $paperS.authors}}
+
+/*
+java.lang.RuntimeException: java.lang.IllegalArgumentException
+        at edu.uci.ics.hyracks.control.nc.runtime.OperatorRunnable.run(OperatorRunnable.java:70)
+        at edu.uci.ics.hyracks.control.nc.Stagelet$1.run(Stagelet.java:120)
+        at java.util.concurrent.ThreadPoolExecutor$Worker.runTask(ThreadPoolExecutor.java:886)
+        at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:908)
+        at java.lang.Thread.run(Thread.java:619)
+Caused by: java.lang.IllegalArgumentException
+        at edu.uci.ics.hyracks.dataflow.common.data.util.StringUtils.charAt(StringUtils.java:62)
+        at edu.uci.ics.asterix.jobgen.data.tagged.AqlSchemalessPrinterFactory$1.print(AqlSchemalessPrinterFactory.java:103)
+        at edu.uci.ics.asterix.jobgen.data.tagged.AqlSchemalessPrinterFactory$1.print(AqlSchemalessPrinterFactory.java:112)
+        at edu.uci.ics.aqua.runtime.operators.std.PrinterRuntime.printTuple(PrinterRuntime.java:90)
+        at edu.uci.ics.aqua.runtime.operators.std.PrinterRuntime.nextFrame(PrinterRuntime.java:58)
+        at edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor$2.nextFrame(AquaMetaOperatorDescriptor.java:123)
+        at edu.uci.ics.hyracks.control.nc.runtime.OperatorRunnable.run(OperatorRunnable.java:62)
+        ... 4 more
+*/
diff --git a/asterix-app/src/test/resources/fuzzyjoin/dblp/010-load.aql b/asterix-app/src/test/resources/fuzzyjoin/dblp/010-load.aql
new file mode 100644
index 0000000..a857935
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/dblp/010-load.aql
@@ -0,0 +1,19 @@
+use dataverse fuzzy1;
+
+declare type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset DBLP(DBLPType) 
+  partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///asterix/asterix-app/data/dblp-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter=":")) pre-sorted;
+
diff --git a/asterix-app/src/test/resources/fuzzyjoin/dblp/020-drop.aql b/asterix-app/src/test/resources/fuzzyjoin/dblp/020-drop.aql
new file mode 100644
index 0000000..65213dd
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/dblp/020-drop.aql
@@ -0,0 +1,16 @@
+use dataverse fuzzy1;
+
+declare type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset DBLP(DBLPType) 
+  partitioned by key id on group1;
+
+drop dataset DBLP;
diff --git a/asterix-app/src/test/resources/fuzzyjoin/dblp/030-filter.aql b/asterix-app/src/test/resources/fuzzyjoin/dblp/030-filter.aql
new file mode 100644
index 0000000..b539aba
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/dblp/030-filter.aql
@@ -0,0 +1,20 @@
+use dataverse fuzzy1;
+
+declare type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset DBLP(DBLPType) 
+  partitioned by key id on group1;
+
+write output to nc1:'/tmp/dblp.adm';
+
+for $paper in dataset('DBLP')
+where $paper.id = 1
+return { 'dblp': $paper }
diff --git a/asterix-app/src/test/resources/fuzzyjoin/dblp/040-self-join-aql.aql b/asterix-app/src/test/resources/fuzzyjoin/dblp/040-self-join-aql.aql
new file mode 100644
index 0000000..63e1a1e
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/dblp/040-self-join-aql.aql
@@ -0,0 +1,86 @@
+use dataverse fuzzy1;
+
+declare type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset DBLP(DBLPType) 
+  partitioned by key id on group1;
+
+write output to nc1:'/tmp/dblp.adm';
+
+//
+// -- - Stage 3 - --
+//
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperR in dataset('DBLP')
+    let $tokensR :=
+        for $word in counthashed-word-tokens($paperR.title)
+        for $token at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            for $word in counthashed-word-tokens($paper.title)
+            group by $item := $word with $paper
+            order by count($paper)
+            return $item
+        where $word = $token
+        order by $i
+        return $i
+    for $prefix_tokenR in subset-collection(
+                                $tokensR, 
+                                0,
+                                prefix-len(
+                                    len($tokensR), 'Jaccard', .5))
+
+    for $paperS in dataset('DBLP')
+    let $tokensS :=
+        for $word in counthashed-word-tokens($paperS.title)
+        for $token at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            for $word in counthashed-word-tokens($paper.title)
+            group by $item := $word with $paper
+            order by count($paper)
+            return $item
+        where $word = $token
+        order by $i
+        return $i
+    for $prefix_tokenS in subset-collection(
+                                $tokensS, 
+                                0,
+                                prefix-len(
+                                    len($tokensS), 'Jaccard', .5))
+
+    where $prefix_tokenR = $prefix_tokenS
+
+    let $sim := similarity(
+                    len(counthashed-word-tokens($paperR.title)),
+                    $tokensR,
+                    len(counthashed-word-tokens($paperS.title)),
+                    $tokensS,
+                    $prefix_tokenR,
+                    'Jaccard',
+                    .5)
+    where $sim >= .5 and $paperR.id < $paperS.id
+    group by $idR := $paperR.id, $idS := $paperS.id with $sim
+    return {'idR': $idR, 'idS': $idS, 'sim': $sim[0]}
+
+for $paperR in dataset('DBLP')
+for $paperS in dataset('DBLP')
+where $ridpair.idR = $paperR.id and $ridpair.idS = $paperS.id
+return { 'R': { 'dblpid': $paperR.dblpid, 'title': $paperR.title },
+         'S': { 'dblpid': $paperS.dblpid, 'title': $paperS.title },
+         'sim': $ridpair.sim }
diff --git a/asterix-app/src/test/resources/fuzzyjoin/dblp/050-self-join-op.aql b/asterix-app/src/test/resources/fuzzyjoin/dblp/050-self-join-op.aql
new file mode 100644
index 0000000..f2467f2
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/dblp/050-self-join-op.aql
@@ -0,0 +1,24 @@
+use dataverse fuzzy1;
+
+declare type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset DBLP(DBLPType) 
+  partitioned by key id on group1;
+
+write output to nc1:'/tmp/dblp.adm';
+
+set simthreshold '.5';
+
+for $paperR in dataset('DBLP')
+for $paperS in dataset('DBLP')
+where $paperR.title ~= $paperS.title and $paperR.id < $paperS.id
+return { 'R': { 'dblpid': $paperR.dblpid, 'title': $paperR.title },
+         'S': { 'dblpid': $paperS.dblpid, 'title': $paperS.title }}
diff --git a/asterix-app/src/test/resources/fuzzyjoin/pub/.goutputstream-YQMB2V b/asterix-app/src/test/resources/fuzzyjoin/pub/.goutputstream-YQMB2V
new file mode 100644
index 0000000..d67d58a
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/pub/.goutputstream-YQMB2V
@@ -0,0 +1,20 @@
+use dataverse fuzzy1;
+
+declare type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset DBLP(DBLPType) 
+  partitioned by key id on group1;
+
+write output to nc1:'/tmp/pub.adm';
+
+for $paper in dataset('DBLP')
+// where $paper.id = 1
+return { 'dblp': $paper }
diff --git a/asterix-app/src/test/resources/fuzzyjoin/pub/010-load-dblp.aql b/asterix-app/src/test/resources/fuzzyjoin/pub/010-load-dblp.aql
new file mode 100644
index 0000000..49d07ec
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/pub/010-load-dblp.aql
@@ -0,0 +1,20 @@
+use dataverse fuzzy1;
+
+declare type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset DBLP(DBLPType) 
+  partitioned by key id on group1;
+
+// load dataset DBLP from nc1:'/asterix/asterix-app/data/pub-small/dblp-small-id.txt'
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///fuzzyjoin/data/dblp/dblp-id.txt"),("format"="delimited-text"),("delimiter"=":")) pre-sorted;
+
diff --git a/asterix-app/src/test/resources/fuzzyjoin/pub/020-drop-dblp.aql b/asterix-app/src/test/resources/fuzzyjoin/pub/020-drop-dblp.aql
new file mode 100644
index 0000000..65213dd
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/pub/020-drop-dblp.aql
@@ -0,0 +1,16 @@
+use dataverse fuzzy1;
+
+declare type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset DBLP(DBLPType) 
+  partitioned by key id on group1;
+
+drop dataset DBLP;
diff --git a/asterix-app/src/test/resources/fuzzyjoin/pub/030-filter-dblp.aql b/asterix-app/src/test/resources/fuzzyjoin/pub/030-filter-dblp.aql
new file mode 100644
index 0000000..d67d58a
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/pub/030-filter-dblp.aql
@@ -0,0 +1,20 @@
+use dataverse fuzzy1;
+
+declare type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset DBLP(DBLPType) 
+  partitioned by key id on group1;
+
+write output to nc1:'/tmp/pub.adm';
+
+for $paper in dataset('DBLP')
+// where $paper.id = 1
+return { 'dblp': $paper }
diff --git a/asterix-app/src/test/resources/fuzzyjoin/pub/040-load-csx.aql b/asterix-app/src/test/resources/fuzzyjoin/pub/040-load-csx.aql
new file mode 100644
index 0000000..06dfb4e
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/pub/040-load-csx.aql
@@ -0,0 +1,20 @@
+use dataverse fuzzy1;
+
+declare type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset CSX(CSXType) 
+  partitioned by key id on group1;
+
+// load dataset CSX from nc1:'/asterix/asterix-app/data/pub-small/csx-small-id.txt'
+load dataset  CSX
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///asterix/asterix-app/data/pub-small/csx-small-id.txt"),("format"="delimited-text"),("delimiter"=":")) pre-sorted;
+
diff --git a/asterix-app/src/test/resources/fuzzyjoin/pub/050-drop-csx.aql b/asterix-app/src/test/resources/fuzzyjoin/pub/050-drop-csx.aql
new file mode 100644
index 0000000..c37c8b5
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/pub/050-drop-csx.aql
@@ -0,0 +1,16 @@
+use dataverse fuzzy1;
+
+declare type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset CSX(CSXType) 
+  partitioned by key id on group1;
+
+drop dataset CSX;
diff --git a/asterix-app/src/test/resources/fuzzyjoin/pub/060-filter-csx.aql b/asterix-app/src/test/resources/fuzzyjoin/pub/060-filter-csx.aql
new file mode 100644
index 0000000..56b6dc9
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/pub/060-filter-csx.aql
@@ -0,0 +1,22 @@
+use dataverse fuzzy1;
+
+use dataverse fuzzy1;
+
+declare type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset CSX(CSXType) 
+  partitioned by key id on group1;
+
+write output to nc1:'/tmp/pub.adm';
+
+for $paper in dataset('CSX')
+// where $paper.id = 1
+return { 'csx': $paper }
diff --git a/asterix-app/src/test/resources/fuzzyjoin/pub/070-join-aql.aql b/asterix-app/src/test/resources/fuzzyjoin/pub/070-join-aql.aql
new file mode 100644
index 0000000..ec88679
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/pub/070-join-aql.aql
@@ -0,0 +1,97 @@
+use dataverse fuzzy1;
+
+declare type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset DBLP(DBLPType) 
+  partitioned by key id on group1;
+
+declare dataset CSX(CSXType) 
+  partitioned by key id on group1;
+
+write output to nc1:'/tmp/pub.adm';
+
+//
+// -- - Stage 3 - --
+//
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperR in dataset('DBLP')
+    let $lenR := len(counthashed-word-tokens($paperR.title))
+    let $tokensR :=
+        for $word in counthashed-word-tokens($paperR.title)
+        for $token at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            for $word in counthashed-word-tokens($paper.title)
+            group by $item := $word with $paper
+            order by count($paper)
+            return $item
+        where $word = $token
+        order by $i
+        return $i
+    for $prefix_tokenR in subset-collection(
+                                $tokensR, 
+                                0,
+                                prefix-len($lenR, 'Jaccard', .5))
+
+    for $paperS in dataset('CSX')
+    let $lenS := len(counthashed-word-tokens($paperS.title))
+    let $tokensS :=
+        for $word in counthashed-word-tokens($paperS.title)
+        for $token at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            for $word in counthashed-word-tokens($paper.title)
+            group by $item := $word with $paper
+            order by count($paper)
+            return $item
+        where $word = $token
+        order by $i
+        return $i
+    for $prefix_tokenS in subset-collection(
+                                $tokensS, 
+                                0,
+                                prefix-len($lenS, 'Jaccard', .5))
+
+    where $prefix_tokenR = $prefix_tokenS
+
+    let $sim := similarity(
+                    $lenR,
+                    $tokensR,
+                    $lenS,
+                    $tokensS,
+                    $prefix_tokenR,
+                    'Jaccard',
+                    .5)
+    where $sim >= .5
+    group by $idR := $paperR.id, $idS := $paperS.id with $sim
+    return {'idR': $idR, 'idS': $idS, 'sim': $sim[0]}
+
+for $paperR in dataset('DBLP')
+for $paperS in dataset('CSX')
+where $ridpair.idR = $paperR.id and $ridpair.idS = $paperS.id
+return { 'R': { 'dblpid': $paperR.dblpid, 'title': $paperR.title },
+         'S': { 'csxid': $paperS.csxid, 'title': $paperS.title },
+         'sim': $ridpair.sim }
diff --git a/asterix-app/src/test/resources/fuzzyjoin/pub/080-join-op.aql b/asterix-app/src/test/resources/fuzzyjoin/pub/080-join-op.aql
new file mode 100644
index 0000000..032031f
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/pub/080-join-op.aql
@@ -0,0 +1,35 @@
+use dataverse fuzzy1;
+
+declare type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset DBLP(DBLPType) 
+  partitioned by key id on group1;
+
+declare dataset CSX(CSXType) 
+  partitioned by key id on group1;
+
+write output to nc1:'/tmp/pub.adm';
+
+set simthreshold '.5';
+
+for $paperR in dataset('DBLP')
+for $paperS in dataset('CSX')
+where $paperR.title ~= $paperS.title
+return { 'R': { 'dblpid': $paperR.dblpid, 'title': $paperR.title },
+         'S': { 'csxid': $paperS.csxid, 'title': $paperS.title }}
diff --git a/asterix-app/src/test/resources/fuzzyjoin/pub/fuzzy-join-aql-plus.dot b/asterix-app/src/test/resources/fuzzyjoin/pub/fuzzy-join-aql-plus.dot
new file mode 100644
index 0000000..d8ce44e
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/pub/fuzzy-join-aql-plus.dot
@@ -0,0 +1,84 @@
+digraph hyracks_job {
+size = "20,20";
+rankdir = "BT";
+node [shape = box, color = black, fillcolor = lightblue2, style = "rounded,filled"];
+"92f64732-b166-4765-bb0d-3d36a566005a" [label="AquaMeta\n(ets)"];
+"7b6c5cb6-cd7f-43cb-bf69-37eff4e3200b" [label="AquaMeta\n(assign,unnest)"];
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+"ff24200a-c665-4ca3-baa8-09fd2ca0ae04" [label="BTreeSearch"];
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diff --git a/asterix-app/src/test/resources/fuzzyjoin/pub/fuzzy-join-aql-plus.json b/asterix-app/src/test/resources/fuzzyjoin/pub/fuzzy-join-aql-plus.json
new file mode 100644
index 0000000..2b8ce44
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/pub/fuzzy-join-aql-plus.json
@@ -0,0 +1,802 @@
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+   "in-operator-id": "ODID:9678a828-3e96-4391-be41-8da45721ca3d",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:21db32ee-7d3e-42f5-9541-2145ef2e55e2",
+   "out-operator-port": 1,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "34d4f80f-a18d-4554-8b54-01f262b4dd6f",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:92f64732-b166-4765-bb0d-3d36a566005a",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:31c39bd3-6724-42bc-b15f-9331d434598f",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "590b6750-19b8-4171-9875-616e30ccaf16",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:785d1650-a0b5-4f63-bfca-fe68d292c294",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:421e3891-f7b0-4a50-a1d0-5c82099823f2",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "96c2ddc2-9be2-4279-894f-dcce41f2bf65",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:0bdd825d-3c80-4769-95ec-3d8ed0fec67a",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:93596e19-b912-4071-94a9-512133274499",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "59227da7-cbba-4414-a3e5-b9d20796d743",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.MToNHashPartitioningConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:066a993b-57b5-47ad-8a18-fef27b8e16f4",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:769e1d5c-5b5b-4437-8764-a6e0bcf8d210",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "f0105e8e-7916-4abf-aa1a-cd3ab5cdbaea",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:bb03494d-e0a9-4898-8b80-64c54da6a20c",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:785d1650-a0b5-4f63-bfca-fe68d292c294",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "ce0d0b9e-d59a-4097-98f5-44e8af699016",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:6582beec-b6c0-48cc-ab7e-a5f3fc92bfa9",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:ede16f1d-7795-4cbc-a605-ccfd25b7bb98",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "10daf2fc-aa60-4604-a150-9e4d4f42106a",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.MToNHashPartitioningConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:9e589fcc-04fa-4834-ba1f-253470672434",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:0bdd825d-3c80-4769-95ec-3d8ed0fec67a",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "be9e9778-a426-4701-b28e-4f9b1f766f11",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.MToNHashPartitioningConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:21db32ee-7d3e-42f5-9541-2145ef2e55e2",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:098774e6-f5a6-4fa0-b3cc-a195761bd957",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "cbf6135d-43f8-49b5-82ab-eeeffa5ab984",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.MToNHashPartitioningConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:0066c7f5-f720-4098-8908-bebee74a409d",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:4acb8f1a-23ab-474b-9571-8ab12f5aef41",
+   "out-operator-port": 1,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "56c2608f-5435-4307-be85-96e6e63b792a",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:13342363-c3c6-469c-80b6-356397c95f53",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:ff24200a-c665-4ca3-baa8-09fd2ca0ae04",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "2459e6c7-1c76-4d21-968f-d882f512d53b",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:098774e6-f5a6-4fa0-b3cc-a195761bd957",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:da4389d3-57a0-41fa-973b-cfdedca126d4",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "a46e659d-0687-4f77-8948-3e09f72d99c7",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:4acb8f1a-23ab-474b-9571-8ab12f5aef41",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:a14d6687-2c52-41f9-95ed-ab9f4b451180",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "7ce5dc21-e816-4e36-a8ee-29295a6ba454",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:ede16f1d-7795-4cbc-a605-ccfd25b7bb98",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:7d6eb230-0efc-42a7-b279-98e0258073e6",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "6e12e7e0-2fc6-444d-a1f2-16cea0d51eeb",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:99f0eeb6-d9f2-4af1-9b1b-6f0df7870db8",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:ac276d4f-0bd6-468e-b314-da000f9141ea",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "b19ab64b-c38d-490e-85be-d58547582144",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:c6fc141b-034f-42db-bb33-a2059731e990",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:066a993b-57b5-47ad-8a18-fef27b8e16f4",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "b2d466cc-5250-4b8a-963e-bbd36f07380d",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.MToNHashPartitioningConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:d966ca1f-a412-4b20-96cf-0b8b6c64df9c",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:bb03494d-e0a9-4898-8b80-64c54da6a20c",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  }
+ ],
+ "operators": [
+  {
+   "id": "92f64732-b166-4765-bb0d-3d36a566005a",
+   "in-arity": 0,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": ["ets"],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "7b6c5cb6-cd7f-43cb-bf69-37eff4e3200b",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": [
+    "assign [2] := [edu.uci.ics.asterix.runtime.evaluators.tagged.FieldAccessByNameEvalFactory@6a6779e6]",
+    "unnest 3 <- edu.uci.ics.asterix.runtime.unnestingfunctions.std.ScanCollectionDescriptor$1@2f74219d"
+   ],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "9e589fcc-04fa-4834-ba1f-253470672434",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.group.HashGroupOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "ff24200a-c665-4ca3-baa8-09fd2ca0ae04",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "c6fc141b-034f-42db-bb33-a2059731e990",
+   "in-arity": 2,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.join.InMemoryHashJoinOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "bb03494d-e0a9-4898-8b80-64c54da6a20c",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.sort.InMemorySortOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "4acb8f1a-23ab-474b-9571-8ab12f5aef41",
+   "in-arity": 2,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.join.InMemoryHashJoinOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "19350ade-da75-4a1d-90e7-4f6753ef2732",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": [
+    "assign [2] := [edu.uci.ics.asterix.runtime.evaluators.tagged.FieldAccessByNameEvalFactory@714ae2c1]",
+    "unnest 3 <- edu.uci.ics.asterix.runtime.unnestingfunctions.std.ScanCollectionDescriptor$1@6b6d2702"
+   ],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "421e3891-f7b0-4a50-a1d0-5c82099823f2",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": ["unnest 5 <- edu.uci.ics.asterix.runtime.unnestingfunctions.std.SubsetCollectionDescriptor$1@4b1c2b67"],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "21db32ee-7d3e-42f5-9541-2145ef2e55e2",
+   "in-arity": 2,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.join.InMemoryHashJoinOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "99f0eeb6-d9f2-4af1-9b1b-6f0df7870db8",
+   "in-arity": 2,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.join.InMemoryHashJoinOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "0066c7f5-f720-4098-8908-bebee74a409d",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "b504c4ff-8226-43c2-b06f-a9ad59e54312",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.group.HashGroupOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "a14d6687-2c52-41f9-95ed-ab9f4b451180",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": [
+    "assign [4] := [edu.uci.ics.asterix.runtime.evaluators.tagged.functions.AbstractRecordConstructorDescriptor$1@26659db7]",
+    "stream-project [4]"
+   ],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "f22b2397-d586-4894-8709-99da302fdc56",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": ["sink-write [0] outputFile"],
+   "out-arity": 0,
+   "type": "operator"
+  },
+  {
+   "id": "785d1650-a0b5-4f63-bfca-fe68d292c294",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.group.PreclusteredGroupOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "66f6f703-1a20-40b2-a3a3-514412cabb03",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.group.HashGroupOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "c66e50f0-f068-43fd-833e-32f9b6117f2f",
+   "in-arity": 0,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": ["ets"],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "1da790c0-ca3c-4833-8280-5c7c2d0ac23c",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": [
+    "assign [2] := [ColumnAccess(0)]",
+    "running-aggregate [3] := [edu.uci.ics.asterix.runtime.runningaggregates.std.TidRunningAggregateDescriptor$1@59556d12]",
+    "assign [4] := [ConstantEvalFactory true]"
+   ],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "13342363-c3c6-469c-80b6-356397c95f53",
+   "in-arity": 0,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": ["ets"],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "769e1d5c-5b5b-4437-8764-a6e0bcf8d210",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.group.HashGroupOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "da3da2a7-80c7-47a2-9d72-23b7c8f3d669",
+   "in-arity": 0,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": ["ets"],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "d966ca1f-a412-4b20-96cf-0b8b6c64df9c",
+   "in-arity": 2,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.join.InMemoryHashJoinOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "baa3f1d6-1425-4180-a1de-2878f16e95d5",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": ["unnest 5 <- edu.uci.ics.asterix.runtime.unnestingfunctions.std.SubsetCollectionDescriptor$1@776be68f"],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "6582beec-b6c0-48cc-ab7e-a5f3fc92bfa9",
+   "in-arity": 0,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": ["ets"],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "da4389d3-57a0-41fa-973b-cfdedca126d4",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.group.PreclusteredGroupOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "e0d76180-55c0-41db-9d4e-b0b80eed3922",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "36b24630-2bdf-47e2-ade4-21f95efde5a8",
+   "in-arity": 0,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": ["ets"],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "b1922618-827e-4276-a89e-5bd257cecd7d",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": [
+    "assign [2] := [edu.uci.ics.asterix.runtime.evaluators.tagged.FieldAccessByNameEvalFactory@4cedf389]",
+    "assign [3] := [edu.uci.ics.asterix.runtime.evaluators.tagged.functions.LenDescriptor$1@1a0fced4]",
+    "unnest 4 <- edu.uci.ics.asterix.runtime.unnestingfunctions.std.ScanCollectionDescriptor$1@3d3cdaa"
+   ],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "93596e19-b912-4071-94a9-512133274499",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.sort.InMemorySortOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "c49457b9-a4be-48d2-8e82-50820e0ca618",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "7d6eb230-0efc-42a7-b279-98e0258073e6",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": [
+    "assign [2] := [edu.uci.ics.asterix.runtime.evaluators.tagged.FieldAccessByNameEvalFactory@466355dc]",
+    "assign [3] := [edu.uci.ics.asterix.runtime.evaluators.tagged.functions.LenDescriptor$1@239a029e]",
+    "unnest 4 <- edu.uci.ics.asterix.runtime.unnestingfunctions.std.ScanCollectionDescriptor$1@5421e554"
+   ],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "098774e6-f5a6-4fa0-b3cc-a195761bd957",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.sort.InMemorySortOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "ac276d4f-0bd6-468e-b314-da000f9141ea",
+   "in-arity": 1,
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+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": [
+    "assign [12] := [edu.uci.ics.asterix.runtime.evaluators.tagged.functions.SimilarityDescriptor$1@7d5718f2]",
+    "stream-select edu.uci.ics.asterix.runtime.evaluators.comparisons.ComparisonEvalFactory@6126f827"
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+  {
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+   "out-arity": 1,
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+  {
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+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": [
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+    "running-aggregate [3] := [edu.uci.ics.asterix.runtime.runningaggregates.std.TidRunningAggregateDescriptor$1@456dfa45]",
+    "assign [4] := [ConstantEvalFactory true]"
+   ],
+   "out-arity": 1,
+   "type": "operator"
+  }
+ ],
+ "type": "job"
+}
+
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diff --git a/asterix-app/src/test/resources/fuzzyjoin/pub/fuzzy-join-aql.json b/asterix-app/src/test/resources/fuzzyjoin/pub/fuzzy-join-aql.json
new file mode 100644
index 0000000..cca4f7a
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/pub/fuzzy-join-aql.json
@@ -0,0 +1,808 @@
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+    "type": "connector"
+   },
+   "in-operator-id": "ODID:34bea0d2-8c02-46af-a281-d359e73e8459",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:dde20475-0341-40cd-8d87-47019d4af7e7",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "061b01cf-dd3d-4e4a-b4d1-2e55430b7eff",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:fe17ac32-aa06-4273-bfeb-6ad12004146d",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:97f7b483-5810-4f62-a3f2-8dc108f211bf",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "c74fdcf7-75b1-469f-aa4f-bdeec91ea356",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:470b4218-4ff6-4699-b05d-d5624f70c346",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:5f398745-a0da-4a93-8654-add2e550003c",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "8742990b-c6b3-43f5-84e4-22df1a61d7c6",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:800cab7e-8228-4c85-b19a-39cb844893b7",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:86cf6620-ce7a-447d-82ac-32d71720d008",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "6d59eadb-3286-49f0-80d6-d7ad9d4247a3",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:ad75356e-262b-468d-ad27-5ead6cfa49b3",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:649b70fe-e549-4f38-b248-1868bf691b87",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "b400c160-9fca-4151-a5a1-2387da980702",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:f323df6e-1caa-4cb2-9c2c-903df08ee288",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:67d4cc31-c6fb-48d3-8ca3-af44628f68ca",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "807b4c5d-ac3f-49e2-a65a-e58348346e49",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.MToNHashPartitioningConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:fe400283-741d-4b35-bc79-9e430715f3fb",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:b07bbb40-a41c-4d00-994b-f5fa5d3eca34",
+   "out-operator-port": 1,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "6555a4da-7164-40c7-9c11-ce6bb098e1bd",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:cf5387c0-3490-4c50-b47e-ac20c5e961a7",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:34bea0d2-8c02-46af-a281-d359e73e8459",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "90ee0791-9c0e-47e8-832d-8344d8f4c36f",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:3796886b-044c-4bfd-b682-9c3a2df05f31",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:40fc40ba-d7e5-44a2-a9a6-88642a2e2f79",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "0c93505b-ac0f-4485-98dd-ad1310c8a8af",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:8e7bd09e-3fe2-4022-b493-64320be10f22",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:6cc231d4-a25c-4301-98f9-3a9dd548a635",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "dfac2841-28bd-4d2c-be58-60e800885ecb",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:5f398745-a0da-4a93-8654-add2e550003c",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:4c0306ed-84f7-4dd8-987c-a800d925505a",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "58da74ca-aa5a-4d1c-95a1-46a17239430b",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.MToNHashPartitioningConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:c29fedec-a107-4d03-822b-5f08d44fbfc2",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:b07bbb40-a41c-4d00-994b-f5fa5d3eca34",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "b58210fa-978c-434f-8417-12fba92a25a9",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.MToNHashPartitioningMergingConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:97f7b483-5810-4f62-a3f2-8dc108f211bf",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:fe400283-741d-4b35-bc79-9e430715f3fb",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  },
+  {
+   "connector": {
+    "id": "b7081523-098e-47bd-8b86-27d8d7c4c199",
+    "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+    "type": "connector"
+   },
+   "in-operator-id": "ODID:17c0bf1d-edab-423b-a932-23d1c3111b0e",
+   "in-operator-port": 0,
+   "out-operator-id": "ODID:7e45e056-61c7-47a0-a5d0-5e145b48b64b",
+   "out-operator-port": 0,
+   "type": "connector-info"
+  }
+ ],
+ "operators": [
+  {
+   "id": "939559d4-4753-42ca-a96b-5a4d867521e4",
+   "in-arity": 0,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": ["ets"],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "97f7b483-5810-4f62-a3f2-8dc108f211bf",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.sort.InMemorySortOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "bd489957-baec-4872-9b64-6ce7ecc36ed1",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": ["stream-project [1, 3]"],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "2c7f5446-ca70-424e-b72b-dcbfba13c5fc",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": [
+    "assign [4] := [edu.uci.ics.asterix.runtime.evaluators.tagged.FieldAccessByNameEvalFactory@3a747fa2]",
+    "unnest 5 <- edu.uci.ics.asterix.runtime.unnestingfunctions.std.SubsetCollectionDescriptor$1@366782a9"
+   ],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "8e7bd09e-3fe2-4022-b493-64320be10f22",
+   "in-arity": 0,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": ["ets"],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "61e21faf-53be-44c7-a39b-d621a19b3dc6",
+   "in-arity": 0,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": ["ets"],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "c29fedec-a107-4d03-822b-5f08d44fbfc2",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": [
+    "assign [2, 3] := [edu.uci.ics.asterix.runtime.evaluators.tagged.FieldAccessByNameEvalFactory@45b34126, edu.uci.ics.asterix.runtime.evaluators.tagged.FieldAccessByNameEvalFactory@7b7a4989]",
+    "assign [4] := [edu.uci.ics.asterix.runtime.evaluators.tagged.functions.LenDescriptor$1@197200b4]",
+    "unnest 5 <- edu.uci.ics.asterix.runtime.unnestingfunctions.std.ScanCollectionDescriptor$1@b8c3679"
+   ],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "dde20475-0341-40cd-8d87-47019d4af7e7",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": ["sink-write [0] outputFile"],
+   "out-arity": 0,
+   "type": "operator"
+  },
+  {
+   "id": "83b6ee56-1fba-4df7-bd13-89de2edfc4dc",
+   "in-arity": 2,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.join.InMemoryHashJoinOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "019d92ce-5cb6-4ed4-a55b-5088b1298356",
+   "in-arity": 2,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.join.InMemoryHashJoinOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "6cc231d4-a25c-4301-98f9-3a9dd548a635",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "470b4218-4ff6-4699-b05d-d5624f70c346",
+   "in-arity": 0,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": ["ets"],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "fe17ac32-aa06-4273-bfeb-6ad12004146d",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.group.HashGroupOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "ce6dab26-9823-4e74-9834-914ab6798874",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.group.PreclusteredGroupOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "cf5387c0-3490-4c50-b47e-ac20c5e961a7",
+   "in-arity": 2,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.join.InMemoryHashJoinOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "86cf6620-ce7a-447d-82ac-32d71720d008",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.group.PreclusteredGroupOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "84042597-2ad3-41fd-95be-7c7a8c9ba6e7",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "f0024d8c-b182-4c84-9642-562b7f873cb1",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.sort.InMemorySortOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "3796886b-044c-4bfd-b682-9c3a2df05f31",
+   "in-arity": 0,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": ["ets"],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "649b70fe-e549-4f38-b248-1868bf691b87",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.sort.InMemorySortOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "a80baf03-e23a-4e51-828a-b9ec8620767b",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.group.HashGroupOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "34bea0d2-8c02-46af-a281-d359e73e8459",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": [
+    "assign [4] := [edu.uci.ics.asterix.runtime.evaluators.tagged.functions.AbstractRecordConstructorDescriptor$1@224c47db]",
+    "stream-project [4]"
+   ],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "800cab7e-8228-4c85-b19a-39cb844893b7",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.sort.InMemorySortOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "094cb8b2-df6d-4f73-a8f5-00a6ce14d59b",
+   "in-arity": 2,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.join.InMemoryHashJoinOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "17c0bf1d-edab-423b-a932-23d1c3111b0e",
+   "in-arity": 0,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": ["ets"],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "11496054-b3b3-4730-b43a-7130c474ef1f",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": [
+    "assign [12] := [edu.uci.ics.asterix.runtime.evaluators.tagged.functions.SimilarityDescriptor$1@3e018c74]",
+    "stream-select edu.uci.ics.asterix.runtime.evaluators.comparisons.ComparisonEvalFactory@57ac3379"
+   ],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "fe400283-741d-4b35-bc79-9e430715f3fb",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": [
+    "assign [2] := [ColumnAccess(0)]",
+    "running-aggregate [3] := [edu.uci.ics.asterix.runtime.runningaggregates.std.TidRunningAggregateDescriptor$1@6a6779e6]",
+    "assign [4] := [ConstantEvalFactory true]"
+   ],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "73e52bad-0cff-4d55-b95b-176b16f7f464",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.group.HashGroupOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "f323df6e-1caa-4cb2-9c2c-903df08ee288",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "899fc36b-024c-402f-a155-a218dc3358ee",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": [
+    "assign [2] := [ColumnAccess(0)]",
+    "running-aggregate [3] := [edu.uci.ics.asterix.runtime.runningaggregates.std.TidRunningAggregateDescriptor$1@2f74219d]",
+    "assign [4] := [ConstantEvalFactory true]"
+   ],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "b07bbb40-a41c-4d00-994b-f5fa5d3eca34",
+   "in-arity": 2,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.join.InMemoryHashJoinOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "ad75356e-262b-468d-ad27-5ead6cfa49b3",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.group.HashGroupOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "40fc40ba-d7e5-44a2-a9a6-88642a2e2f79",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "6a50b453-2460-4ee8-8fc4-9855ecb54862",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": [
+    "assign [2, 3] := [edu.uci.ics.asterix.runtime.evaluators.tagged.FieldAccessByNameEvalFactory@714ae2c1, edu.uci.ics.asterix.runtime.evaluators.tagged.FieldAccessByNameEvalFactory@6b6d2702]",
+    "assign [4] := [edu.uci.ics.asterix.runtime.evaluators.tagged.functions.LenDescriptor$1@4b1c2b67]",
+    "unnest 5 <- edu.uci.ics.asterix.runtime.unnestingfunctions.std.ScanCollectionDescriptor$1@26659db7"
+   ],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "5f398745-a0da-4a93-8654-add2e550003c",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "55442d10-e749-4178-99e7-c29d40c980d1",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.dataflow.std.group.HashGroupOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "162900ff-b4a6-4d0c-b9c2-6595f9d11e4e",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": [
+    "assign [4] := [edu.uci.ics.asterix.runtime.evaluators.tagged.FieldAccessByNameEvalFactory@59556d12]",
+    "unnest 5 <- edu.uci.ics.asterix.runtime.unnestingfunctions.std.SubsetCollectionDescriptor$1@776be68f"
+   ],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "67d4cc31-c6fb-48d3-8ca3-af44628f68ca",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": [
+    "assign [2] := [edu.uci.ics.asterix.runtime.evaluators.tagged.FieldAccessByNameEvalFactory@4cedf389]",
+    "unnest 3 <- edu.uci.ics.asterix.runtime.unnestingfunctions.std.ScanCollectionDescriptor$1@1a0fced4"
+   ],
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "7e45e056-61c7-47a0-a5d0-5e145b48b64b",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor",
+   "out-arity": 1,
+   "type": "operator"
+  },
+  {
+   "id": "4c0306ed-84f7-4dd8-987c-a800d925505a",
+   "in-arity": 1,
+   "java-class": "edu.uci.ics.aqua.runtime.operators.base.AquaMetaOperatorDescriptor",
+   "micro-operators": [
+    "assign [2] := [edu.uci.ics.asterix.runtime.evaluators.tagged.FieldAccessByNameEvalFactory@3d3cdaa]",
+    "unnest 3 <- edu.uci.ics.asterix.runtime.unnestingfunctions.std.ScanCollectionDescriptor$1@466355dc"
+   ],
+   "out-arity": 1,
+   "type": "operator"
+  }
+ ],
+ "type": "job"
+}
+
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diff --git a/asterix-app/src/test/resources/fuzzyjoin/users-visitors/010-load-users.aql b/asterix-app/src/test/resources/fuzzyjoin/users-visitors/010-load-users.aql
new file mode 100644
index 0000000..be75fa6
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/users-visitors/010-load-users.aql
@@ -0,0 +1,18 @@
+use dataverse fuzzy1;
+
+declare type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: {{int32}},
+  interests: {{string}}
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Users(UserType) 
+  partitioned by key uid on group1;
+
+load dataset Users 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///asterix/asterix-app/data/users-visitors-small/users.json"),("format"="adm")) pre-sorted;
+
diff --git a/asterix-app/src/test/resources/fuzzyjoin/users-visitors/020-drop-users.aql b/asterix-app/src/test/resources/fuzzyjoin/users-visitors/020-drop-users.aql
new file mode 100644
index 0000000..86525a7
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/users-visitors/020-drop-users.aql
@@ -0,0 +1,15 @@
+use dataverse fuzzy1;
+
+declare type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: {{int32}},
+  interests: {{string}}
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Users(UserType) 
+  partitioned by key uid on group1;
+
+drop dataset Users;
diff --git a/asterix-app/src/test/resources/fuzzyjoin/users-visitors/030-filter-users.aql b/asterix-app/src/test/resources/fuzzyjoin/users-visitors/030-filter-users.aql
new file mode 100644
index 0000000..298c0b1
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/users-visitors/030-filter-users.aql
@@ -0,0 +1,21 @@
+use dataverse fuzzy1;
+
+declare type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: {{int32}},
+  interests: {{string}}
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Users(UserType) 
+  partitioned by key uid on group1;
+
+write output to nc1:'/tmp/users.adm';
+
+for $u in dataset('Users')
+// where $u.uid > 1
+// where $u.name = 'Jodi Rotruck'
+return $u
+// return's:q1 { 'user_name': $u.name }
diff --git a/asterix-app/src/test/resources/fuzzyjoin/users-visitors/040-load-visitors.aql b/asterix-app/src/test/resources/fuzzyjoin/users-visitors/040-load-visitors.aql
new file mode 100644
index 0000000..a75989a
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/users-visitors/040-load-visitors.aql
@@ -0,0 +1,19 @@
+use dataverse fuzzy1;
+
+declare type VisitorType as open {
+  vid: int32, 
+  name: string,
+  lottery_numbers: {{int32}},
+  interests: {{string}}
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Visitors(VisitorType) 
+  partitioned by key vid on group1;
+
+load dataset Visitors 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///asterix/asterix-app/data/users-visitors-small/visitors.json"),("format"="asm")) pre-sorted;
+
+
diff --git a/asterix-app/src/test/resources/fuzzyjoin/users-visitors/050-drop-visitors.aql b/asterix-app/src/test/resources/fuzzyjoin/users-visitors/050-drop-visitors.aql
new file mode 100644
index 0000000..15047b8
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/users-visitors/050-drop-visitors.aql
@@ -0,0 +1,15 @@
+use dataverse fuzzy1;
+
+declare type VisitorType as open {
+  vid: int32, 
+  name: string,
+  lottery_numbers: {{int32}},
+  interests: {{string}}
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Visitors(VisitorType) 
+  partitioned by key vid on group1;
+
+drop dataset Visitors;
diff --git a/asterix-app/src/test/resources/fuzzyjoin/users-visitors/060-fililter-visitors.aql b/asterix-app/src/test/resources/fuzzyjoin/users-visitors/060-fililter-visitors.aql
new file mode 100644
index 0000000..dae180e
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/users-visitors/060-fililter-visitors.aql
@@ -0,0 +1,21 @@
+use dataverse fuzzy1;
+
+declare type VisitorType as open {
+  vid: int32, 
+  name: string,
+  lottery_numbers: {{int32}},
+  interests: {{string}}
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Visitors(VisitorType) 
+  partitioned by key vid on group1;
+
+write output to nc1:'/tmp/visitors.adm';
+
+for $v in dataset('Visitors')
+// where $v.vid >= 10
+// where $v.name = 'Marvella Loud'
+return $v
+// return { 'user_name': $v.name }
diff --git a/asterix-app/src/test/resources/fuzzyjoin/users-visitors/070-join-aql-lottery_numbers.aql b/asterix-app/src/test/resources/fuzzyjoin/users-visitors/070-join-aql-lottery_numbers.aql
new file mode 100644
index 0000000..aaa145f
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/users-visitors/070-join-aql-lottery_numbers.aql
@@ -0,0 +1,92 @@
+use dataverse fuzzy1;
+
+declare type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: {{int32}},
+  interests: {{string}}
+}
+
+declare type VisitorType as open {
+  vid: int32, 
+  name: string,
+  lottery_numbers: {{int32}},
+  interests: {{string}}
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Users(UserType) 
+  partitioned by key uid on group1;
+declare dataset Visitors(VisitorType) 
+  partitioned by key vid on group1;
+
+write output to nc1:'/tmp/users-visitors.adm';
+
+//
+// -- - Stage 3 - --
+//
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $user in dataset('Users')
+    let $tokens_user :=
+        for $lottery_number in $user.lottery_numbers
+        for $token at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $user in dataset('Users')
+            for $lottery_number in $user.lottery_numbers 
+            group by $item := $lottery_number with $user 
+            order by count($user)
+            return $item
+        where $lottery_number = $token
+        order by $i
+        return $i
+    for $prefix_token_user in subset-collection(
+                                $tokens_user, 
+                                0,
+                                prefix-len(
+                                    len($tokens_user), 'Jaccard', .5))
+
+    for $visitor in dataset('Visitors')
+    let $tokens_visitor :=
+        for $lottery_number in $visitor.lottery_numbers
+        for $token at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $user in dataset('Users')
+            for $lottery_number in $user.lottery_numbers 
+            group by $item := $lottery_number with $user 
+            order by count($user)
+            return $item
+        where $lottery_number = $token
+        order by $i
+        return $i
+    for $prefix_token_visitor in subset-collection(
+                                    $tokens_visitor, 
+                                    0, 
+                                    prefix-len(
+                                        len($tokens_visitor), 'Jaccard', .5))
+
+    where $prefix_token_user = $prefix_token_visitor
+
+    let $sim := similarity(
+                    len($user.lottery_numbers),
+                    $tokens_user,
+                    len($visitor.lottery_numbers),
+                    $tokens_visitor,
+                    $prefix_token_user,
+                    'Jaccard',
+                    .5)
+    where $sim >= .5
+    group by $uid := $user.uid, $vid := $visitor.vid with $sim
+    return { 'uid': $uid, 'vid': $vid, 'sim': $sim[0] }
+
+for $user in dataset('Users')
+for $visitor in dataset('Visitors')
+where $ridpair.uid = $user.uid and $ridpair.vid = $visitor.vid
+return { 'user': $user, 'visitor': $visitor, 'sim': $ridpair.sim }
diff --git a/asterix-app/src/test/resources/fuzzyjoin/users-visitors/080-join-op-lottery_numbers.aql b/asterix-app/src/test/resources/fuzzyjoin/users-visitors/080-join-op-lottery_numbers.aql
new file mode 100644
index 0000000..ca5bebb
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/users-visitors/080-join-op-lottery_numbers.aql
@@ -0,0 +1,31 @@
+use dataverse fuzzy1;
+
+declare type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: {{int32}},
+  interests: {{string}}
+}
+
+declare type VisitorType as open {
+  vid: int32, 
+  name: string,
+  lottery_numbers: {{int32}},
+  interests: {{string}}
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Users(UserType) 
+  partitioned by key uid on group1;
+declare dataset Visitors(VisitorType) 
+  partitioned by key vid on group1;
+
+write output to nc1:'/tmp/users-visitors.adm';
+
+set simthreshold '.5';
+
+for $user in dataset('Users')
+for $visitor in dataset('Visitors')
+where $user.lottery_numbers ~= $visitor.lottery_numbers
+return { 'user': $user, 'visitor': $visitor }
diff --git a/asterix-app/src/test/resources/fuzzyjoin/users-visitors/090-join-op-interests.aql b/asterix-app/src/test/resources/fuzzyjoin/users-visitors/090-join-op-interests.aql
new file mode 100644
index 0000000..a7cf0a4
--- /dev/null
+++ b/asterix-app/src/test/resources/fuzzyjoin/users-visitors/090-join-op-interests.aql
@@ -0,0 +1,31 @@
+use dataverse fuzzy1;
+
+declare type UserType as open {
+  uid: {{int32}}, 
+  name: string,
+  lottery_numbers: {{int32}},
+  interests: {{string}}
+}
+
+declare type VisitorType as open {
+  vid: {{int32}}, 
+  name: string,
+  lottery_numbers: {{int32}},
+  interests: {{string}}
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Users(UserType) 
+  partitioned by key uid on group1;
+declare dataset Visitors(VisitorType) 
+  partitioned by key vid on group1;
+
+write output to nc1:'/tmp/users-visitors.adm';
+
+set simthreshold '.5';
+
+for $user in dataset('Users')
+for $visitor in dataset('Visitors')
+where $user.interests ~= $visitor.interests
+return { 'user': $user, 'visitor': $visitor }
diff --git a/asterix-app/src/test/resources/hyracks-deployment.properties b/asterix-app/src/test/resources/hyracks-deployment.properties
new file mode 100644
index 0000000..a8a943e
--- /dev/null
+++ b/asterix-app/src/test/resources/hyracks-deployment.properties
@@ -0,0 +1,2 @@
+cc.bootstrap.class=edu.uci.ics.asterix.hyracks.bootstrap.CCBootstrapImpl
+nc.bootstrap.class=edu.uci.ics.asterix.hyracks.bootstrap.NCBootstrapImpl
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/integration/queries/dataset-scan.aql b/asterix-app/src/test/resources/integration/queries/dataset-scan.aql
new file mode 100644
index 0000000..1930be2
--- /dev/null
+++ b/asterix-app/src/test/resources/integration/queries/dataset-scan.aql
@@ -0,0 +1,28 @@
+use dataverse demo0927;
+
+declare type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as closed {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+for $c in dataset('Customers')
+return $c
+// { "custname":$c.name }
+
diff --git a/asterix-app/src/test/resources/integration/queries/retrecord.aql b/asterix-app/src/test/resources/integration/queries/retrecord.aql
new file mode 100644
index 0000000..910fbf0
--- /dev/null
+++ b/asterix-app/src/test/resources/integration/queries/retrecord.aql
@@ -0,0 +1,8 @@
+declare function samecust($cust, $ord)
+{$cust.cid = $ord.cid}
+
+for $c in recordset(['cid', 'int32', 'name', 'string', 'age', 'int32'], 'osfiles', ['nc1', 'data/spj01/cust1.adm'], ['nc2', 'data/spj01/cust2.adm'])
+for $o in recordset(['oid', 'int32', 'date', 'int32', 'cid', 'int32', 'total', 'float'], 'osfiles', ['nc1', 'data/spj01/ord1.adm'], ['nc2', 'data/spj01/ord2.adm'])
+where samecust($c, $o)
+return { "customer":$c, "order":$o } 
+
diff --git a/asterix-app/src/test/resources/integration/queries/underpayment1-recordset.aql b/asterix-app/src/test/resources/integration/queries/underpayment1-recordset.aql
new file mode 100644
index 0000000..8f5bd8e
--- /dev/null
+++ b/asterix-app/src/test/resources/integration/queries/underpayment1-recordset.aql
@@ -0,0 +1,5 @@
+for $p in recordset(['pid', 'int32', 'oid', 'int32', 'value', 'float'], 'osfiles', ['nc1', 'data/spj01/payment1.adm'], ['nc2', 'data/spj01/payment2.adm'])
+for $o in recordset(['oid', 'int32', 'date', 'int32', 'cid', 'int32', 'total', 'float'], 'osfiles', ['nc1', 'data/spj01/ord1.adm'], ['nc2', 'data/spj01/ord2.adm'])
+where $o.oid = $p.oid and $o.total > $p.value
+return 
+{ "order-id": $o.oid, "balance": $o.total - $p.value }
diff --git a/asterix-app/src/test/resources/integration/updates/load-dataset.aql b/asterix-app/src/test/resources/integration/updates/load-dataset.aql
new file mode 100644
index 0000000..c6faa6e
--- /dev/null
+++ b/asterix-app/src/test/resources/integration/updates/load-dataset.aql
@@ -0,0 +1,22 @@
+use dataverse demo0927;
+
+declare type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  age: int32
+}
+
+declare type AddressType as closed {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+load dataset Customers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spj01/cust1.adm"),("format"="adm")) pre-sorted;
diff --git a/asterix-app/src/test/resources/logging.properties b/asterix-app/src/test/resources/logging.properties
new file mode 100644
index 0000000..deb88307
--- /dev/null
+++ b/asterix-app/src/test/resources/logging.properties
@@ -0,0 +1,65 @@
+############################################################
+#  	Default Logging Configuration File
+#
+# You can use a different file by specifying a filename
+# with the java.util.logging.config.file system property.  
+# For example java -Djava.util.logging.config.file=myfile
+############################################################
+
+############################################################
+#  	Global properties
+############################################################
+
+# "handlers" specifies a comma separated list of log Handler 
+# classes.  These handlers will be installed during VM startup.
+# Note that these classes must be on the system classpath.
+# By default we only configure a ConsoleHandler, which will only
+# show messages at the INFO and above levels.
+
+handlers= java.util.logging.ConsoleHandler
+
+# To also add the FileHandler, use the following line instead.
+
+# handlers= java.util.logging.FileHandler, java.util.logging.ConsoleHandler
+
+# Default global logging level.
+# This specifies which kinds of events are logged across
+# all loggers.  For any given facility this global level
+# can be overriden by a facility specific level
+# Note that the ConsoleHandler also has a separate level
+# setting to limit messages printed to the console.
+
+.level= WARNING
+# .level= INFO
+# .level= FINE
+# .level = FINEST
+
+############################################################
+# Handler specific properties.
+# Describes specific configuration info for Handlers.
+############################################################
+
+# default file output is in user's home directory.
+
+# java.util.logging.FileHandler.pattern = %h/java%u.log
+# java.util.logging.FileHandler.limit = 50000
+# java.util.logging.FileHandler.count = 1
+# java.util.logging.FileHandler.formatter = java.util.logging.XMLFormatter
+
+# Limit the message that are printed on the console to FINE and above.
+
+java.util.logging.ConsoleHandler.level = FINE
+java.util.logging.ConsoleHandler.formatter = java.util.logging.SimpleFormatter
+
+
+############################################################
+# Facility specific properties.
+# Provides extra control for each logger.
+############################################################
+
+# For example, set the com.xyz.foo logger to only log SEVERE
+# messages:
+
+#edu.uci.ics.asterix.level = FINE
+#edu.uci.ics.algebricks.level = FINE
+#edu.uci.ics.hyracks.level = INFO
diff --git a/asterix-app/src/test/resources/metadata-transactions/check-state-queries.txt b/asterix-app/src/test/resources/metadata-transactions/check-state-queries.txt
new file mode 100644
index 0000000..6618ddd
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/check-state-queries.txt
@@ -0,0 +1,6 @@
+check_dataset.aql
+check_datatype.aql
+check_dataverse.aql
+check_index.aql
+check_node.aql
+check_nodegroup.aql
diff --git a/asterix-app/src/test/resources/metadata-transactions/check-state-queries/check_dataset.aql b/asterix-app/src/test/resources/metadata-transactions/check-state-queries/check_dataset.aql
new file mode 100644
index 0000000..dd166f0
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/check-state-queries/check_dataset.aql
@@ -0,0 +1,6 @@
+use dataverse Metadata;
+
+write output to nc1:"rttest/check_dataset.adm";
+
+for $c in dataset('Dataset')
+return $c
diff --git a/asterix-app/src/test/resources/metadata-transactions/check-state-queries/check_datatype.aql b/asterix-app/src/test/resources/metadata-transactions/check-state-queries/check_datatype.aql
new file mode 100644
index 0000000..847b9f5
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/check-state-queries/check_datatype.aql
@@ -0,0 +1,6 @@
+use dataverse Metadata;
+
+write output to nc1:"rttest/check_datatype.adm";
+     
+for $c in dataset('Datatype')
+return $c
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata-transactions/check-state-queries/check_dataverse.aql b/asterix-app/src/test/resources/metadata-transactions/check-state-queries/check_dataverse.aql
new file mode 100644
index 0000000..51cf69f
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/check-state-queries/check_dataverse.aql
@@ -0,0 +1,6 @@
+use dataverse Metadata;
+
+write output to nc1:"rttest/check_dataverse.adm";
+
+for $c in dataset('Dataverse')
+return $c
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata-transactions/check-state-queries/check_index.aql b/asterix-app/src/test/resources/metadata-transactions/check-state-queries/check_index.aql
new file mode 100644
index 0000000..fbfe9b2
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/check-state-queries/check_index.aql
@@ -0,0 +1,6 @@
+use dataverse Metadata;
+
+write output to nc1:"rttest/check_index.adm";
+
+for $c in dataset('Index')
+return $c
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata-transactions/check-state-queries/check_node.aql b/asterix-app/src/test/resources/metadata-transactions/check-state-queries/check_node.aql
new file mode 100644
index 0000000..e724aad
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/check-state-queries/check_node.aql
@@ -0,0 +1,6 @@
+use dataverse Metadata;    
+
+write output to nc1:"rttest/check_node.adm";
+
+for $c in dataset('Node')
+return $c
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata-transactions/check-state-queries/check_nodegroup.aql b/asterix-app/src/test/resources/metadata-transactions/check-state-queries/check_nodegroup.aql
new file mode 100644
index 0000000..ec8e8b4
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/check-state-queries/check_nodegroup.aql
@@ -0,0 +1,6 @@
+use dataverse Metadata;
+
+write output to nc1:"rttest/check_nodegroup.adm";
+     
+for $c in dataset('Nodegroup')
+return $c
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata-transactions/check-state-results/check_dataset.adm b/asterix-app/src/test/resources/metadata-transactions/check-state-results/check_dataset.adm
new file mode 100644
index 0000000..b1007e3
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/check-state-results/check_dataset.adm
@@ -0,0 +1,9 @@
+{ "DataverseName": "Metadata", "DatasetName": "Dataset", "DataTypeName": "DatasetRecordType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "DataverseName", "DatasetName" ], "PrimaryKey": [ "DataverseName", "DatasetName" ], "GroupName": "MetadataGroup" }, "ExternalDetails": null, "FeedDetails": null, "Timestamp": "Tue Feb 14 12:55:07 PST 2012" }
+{ "DataverseName": "Metadata", "DatasetName": "Datatype", "DataTypeName": "DatatypeRecordType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "DataverseName", "DatatypeName" ], "PrimaryKey": [ "DataverseName", "DatatypeName" ], "GroupName": "MetadataGroup" }, "ExternalDetails": null, "FeedDetails": null, "Timestamp": "Tue Feb 14 12:55:07 PST 2012" }
+{ "DataverseName": "Metadata", "DatasetName": "Dataverse", "DataTypeName": "DataverseRecordType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "DataverseName" ], "PrimaryKey": [ "DataverseName" ], "GroupName": "MetadataGroup" }, "ExternalDetails": null, "FeedDetails": null, "Timestamp": "Tue Feb 14 12:55:07 PST 2012" }
+{ "DataverseName": "Metadata", "DatasetName": "Function", "DataTypeName": "FunctionRecordType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "DataverseName", "FunctionName", "FunctionArity" ], "PrimaryKey": [ "DataverseName", "FunctionName", "FunctionArity" ], "GroupName": "MetadataGroup" }, "ExternalDetails": null, "FeedDetails": null, "Timestamp": "Tue Feb 14 12:55:07 PST 2012" }
+{ "DataverseName": "Metadata", "DatasetName": "Index", "DataTypeName": "IndexRecordType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "DataverseName", "DatasetName", "IndexName" ], "PrimaryKey": [ "DataverseName", "DatasetName", "IndexName" ], "GroupName": "MetadataGroup" }, "ExternalDetails": null, "FeedDetails": null, "Timestamp": "Tue Feb 14 12:55:07 PST 2012" }
+{ "DataverseName": "Metadata", "DatasetName": "Node", "DataTypeName": "NodeRecordType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "NodeName" ], "PrimaryKey": [ "NodeName" ], "GroupName": "MetadataGroup" }, "ExternalDetails": null, "FeedDetails": null, "Timestamp": "Tue Feb 14 12:55:07 PST 2012" }
+{ "DataverseName": "Metadata", "DatasetName": "Nodegroup", "DataTypeName": "NodeGroupRecordType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "GroupName" ], "PrimaryKey": [ "GroupName" ], "GroupName": "MetadataGroup" }, "ExternalDetails": null, "FeedDetails": null, "Timestamp": "Tue Feb 14 12:55:07 PST 2012" }
+{ "DataverseName": "custord", "DatasetName": "Customers", "DataTypeName": "CustomerType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "cid", "name" ], "PrimaryKey": [ "cid", "name" ], "GroupName": "group1" }, "ExternalDetails": null, "FeedDetails": null, "Timestamp": "Tue Feb 14 12:55:12 PST 2012" }
+{ "DataverseName": "custord", "DatasetName": "Orders", "DataTypeName": "OrderType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "oid" ], "PrimaryKey": [ "oid" ], "GroupName": "group1" }, "ExternalDetails": null, "FeedDetails": null, "Timestamp": "Tue Feb 14 12:55:12 PST 2012" }
diff --git a/asterix-app/src/test/resources/metadata-transactions/check-state-results/check_datatype.adm b/asterix-app/src/test/resources/metadata-transactions/check-state-results/check_datatype.adm
new file mode 100644
index 0000000..e084f41
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/check-state-results/check_datatype.adm
@@ -0,0 +1,68 @@
+{ "DataverseName": "Metadata", "DatatypeName": "DatasetRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "DataverseName", "FieldType": "string" }, { "FieldName": "DatasetName", "FieldType": "string" }, { "FieldName": "DataTypeName", "FieldType": "string" }, { "FieldName": "DatasetType", "FieldType": "string" }, { "FieldName": "InternalDetails", "FieldType": "Field_InternalDetails_in_DatasetRecordType" }, { "FieldName": "ExternalDetails", "FieldType": "Field_ExternalDetails_in_DatasetRecordType" }, { "FieldName": "FeedDetails", "FieldType": "Field_FeedDetails_in_DatasetRecordType" }, { "FieldName": "Timestamp", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "DatatypeRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "DataverseName", "FieldType": "string" }, { "FieldName": "DatatypeName", "FieldType": "string" }, { "FieldName": "Derived", "FieldType": "Field_Derived_in_DatatypeRecordType" }, { "FieldName": "Timestamp", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "DataverseRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "DataverseName", "FieldType": "string" }, { "FieldName": "DataFormat", "FieldType": "string" }, { "FieldName": "Timestamp", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_Derived_in_DatatypeRecordType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "Type_#1_UnionType_Field_Derived_in_DatatypeRecordType" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_EnumValues_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "Type_#1_UnionType_Field_EnumValues_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_ExternalDetails_in_DatasetRecordType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "Type_#1_UnionType_Field_ExternalDetails_in_DatasetRecordType" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_FeedDetails_in_DatasetRecordType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "Type_#1_UnionType_Field_FeedDetails_in_DatasetRecordType" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_Fields_in_Type_#1_UnionType_Field_Record_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "Field_Fields_in_Type_#1_UnionType_Field_Record_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType_ItemType" }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_Fields_in_Type_#1_UnionType_Field_Record_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType_ItemType", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "FieldName", "FieldType": "string" }, { "FieldName": "FieldType", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_FunctionParams_in_FunctionRecordType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "string" }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_InternalDetails_in_DatasetRecordType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "Type_#1_UnionType_Field_InternalDetails_in_DatasetRecordType" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_NodeNames_in_NodeGroupRecordType", "Derived": { "Tag": "UNORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": "string", "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_OrderedList_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "string" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_PartitioningKey_in_Type_#1_UnionType_Field_FeedDetails_in_DatasetRecordType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "string" }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_PartitioningKey_in_Type_#1_UnionType_Field_InternalDetails_in_DatasetRecordType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "string" }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_PrimaryKey_in_Type_#1_UnionType_Field_FeedDetails_in_DatasetRecordType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "string" }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_PrimaryKey_in_Type_#1_UnionType_Field_InternalDetails_in_DatasetRecordType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "string" }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_Properties_in_Type_#1_UnionType_Field_ExternalDetails_in_DatasetRecordType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "Field_Properties_in_Type_#1_UnionType_Field_ExternalDetails_in_DatasetRecordType_ItemType" }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_Properties_in_Type_#1_UnionType_Field_ExternalDetails_in_DatasetRecordType_ItemType", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "Name", "FieldType": "string" }, { "FieldName": "Value", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_Properties_in_Type_#1_UnionType_Field_FeedDetails_in_DatasetRecordType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "Field_Properties_in_Type_#1_UnionType_Field_FeedDetails_in_DatasetRecordType_ItemType" }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_Properties_in_Type_#1_UnionType_Field_FeedDetails_in_DatasetRecordType_ItemType", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "Name", "FieldType": "string" }, { "FieldName": "Value", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_Record_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "Type_#1_UnionType_Field_Record_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_SearchKey_in_IndexRecordType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "string" }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_Union_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "Type_#1_UnionType_Field_Union_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_UnorderedList_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "string" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "FunctionRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "DataverseName", "FieldType": "string" }, { "FieldName": "FunctionName", "FieldType": "string" }, { "FieldName": "FunctionArity", "FieldType": "string" }, { "FieldName": "FunctionParams", "FieldType": "Field_FunctionParams_in_FunctionRecordType" }, { "FieldName": "FunctionBody", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "IndexRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "DataverseName", "FieldType": "string" }, { "FieldName": "DatasetName", "FieldType": "string" }, { "FieldName": "IndexName", "FieldType": "string" }, { "FieldName": "IndexStructure", "FieldType": "string" }, { "FieldName": "SearchKey", "FieldType": "Field_SearchKey_in_IndexRecordType" }, { "FieldName": "IsPrimary", "FieldType": "boolean" }, { "FieldName": "Timestamp", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "NodeGroupRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "GroupName", "FieldType": "string" }, { "FieldName": "NodeNames", "FieldType": "Field_NodeNames_in_NodeGroupRecordType" }, { "FieldName": "Timestamp", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "NodeRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "NodeName", "FieldType": "string" }, { "FieldName": "NumberOfCores", "FieldType": "int32" }, { "FieldName": "WorkingMemorySize", "FieldType": "int32" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Type_#1_UnionType_Field_Derived_in_DatatypeRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "Tag", "FieldType": "string" }, { "FieldName": "IsAnonymous", "FieldType": "boolean" }, { "FieldName": "EnumValues", "FieldType": "Field_EnumValues_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType" }, { "FieldName": "Record", "FieldType": "Field_Record_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType" }, { "FieldName": "Union", "FieldType": "Field_Union_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType" }, { "FieldName": "UnorderedList", "FieldType": "Field_UnorderedList_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType" }, { "FieldName": "OrderedList", "FieldType": "Field_OrderedList_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Type_#1_UnionType_Field_EnumValues_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "string" }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Type_#1_UnionType_Field_ExternalDetails_in_DatasetRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "Adapter", "FieldType": "string" }, { "FieldName": "Properties", "FieldType": "Field_Properties_in_Type_#1_UnionType_Field_ExternalDetails_in_DatasetRecordType" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Type_#1_UnionType_Field_FeedDetails_in_DatasetRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "FileStructure", "FieldType": "string" }, { "FieldName": "PartitioningStrategy", "FieldType": "string" }, { "FieldName": "PartitioningKey", "FieldType": "Field_PartitioningKey_in_Type_#1_UnionType_Field_FeedDetails_in_DatasetRecordType" }, { "FieldName": "PrimaryKey", "FieldType": "Field_PrimaryKey_in_Type_#1_UnionType_Field_FeedDetails_in_DatasetRecordType" }, { "FieldName": "GroupName", "FieldType": "string" }, { "FieldName": "Adapter", "FieldType": "string" }, { "FieldName": "Properties", "FieldType": "Field_Properties_in_Type_#1_UnionType_Field_FeedDetails_in_DatasetRecordType" }, { "FieldName": "Function", "FieldType": "string" }, { "FieldName": "Status", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Type_#1_UnionType_Field_InternalDetails_in_DatasetRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "FileStructure", "FieldType": "string" }, { "FieldName": "PartitioningStrategy", "FieldType": "string" }, { "FieldName": "PartitioningKey", "FieldType": "Field_PartitioningKey_in_Type_#1_UnionType_Field_InternalDetails_in_DatasetRecordType" }, { "FieldName": "PrimaryKey", "FieldType": "Field_PrimaryKey_in_Type_#1_UnionType_Field_InternalDetails_in_DatasetRecordType" }, { "FieldName": "GroupName", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Type_#1_UnionType_Field_Record_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "IsOpen", "FieldType": "boolean" }, { "FieldName": "Fields", "FieldType": "Field_Fields_in_Type_#1_UnionType_Field_Record_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "Type_#1_UnionType_Field_Union_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "string" }, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "boolean", "Derived": null, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "circle", "Derived": null, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "date", "Derived": null, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "datetime", "Derived": null, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "double", "Derived": null, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "duration", "Derived": null, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "float", "Derived": null, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "int16", "Derived": null, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "int32", "Derived": null, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "int64", "Derived": null, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "int8", "Derived": null, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "line", "Derived": null, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "null", "Derived": null, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "point", "Derived": null, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "point3d", "Derived": null, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "polygon", "Derived": null, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "rectangle", "Derived": null, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "string", "Derived": null, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "Metadata", "DatatypeName": "time", "Derived": null, "Timestamp": "Tue Feb 14 13:02:10 PST 2012" }
+{ "DataverseName": "custord", "DatatypeName": "AddressType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "street", "FieldType": "StreetType" }, { "FieldName": "city", "FieldType": "string" }, { "FieldName": "state", "FieldType": "string" }, { "FieldName": "zip", "FieldType": "int16" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:14 PST 2012" }
+{ "DataverseName": "custord", "DatatypeName": "CustomerType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "EnumValues": null, "Record": { "IsOpen": false, "Fields": [ { "FieldName": "cid", "FieldType": "int32" }, { "FieldName": "name", "FieldType": "string" }, { "FieldName": "age", "FieldType": "Field_age_in_CustomerType" }, { "FieldName": "address", "FieldType": "Field_address_in_CustomerType" }, { "FieldName": "interests", "FieldType": "Field_interests_in_CustomerType" }, { "FieldName": "children", "FieldType": "Field_children_in_CustomerType" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:14 PST 2012" }
+{ "DataverseName": "custord", "DatatypeName": "Field_address_in_CustomerType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "AddressType" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:14 PST 2012" }
+{ "DataverseName": "custord", "DatatypeName": "Field_age_in_CustomerType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "int32" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:14 PST 2012" }
+{ "DataverseName": "custord", "DatatypeName": "Field_children_in_CustomerType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "Field_children_in_CustomerType_ItemType" }, "Timestamp": "Tue Feb 14 13:02:14 PST 2012" }
+{ "DataverseName": "custord", "DatatypeName": "Field_children_in_CustomerType_ItemType", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "name", "FieldType": "string" }, { "FieldName": "dob", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:14 PST 2012" }
+{ "DataverseName": "custord", "DatatypeName": "Field_interests_in_CustomerType", "Derived": { "Tag": "UNORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": "string", "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:14 PST 2012" }
+{ "DataverseName": "custord", "DatatypeName": "Field_items_in_OrderType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "Field_items_in_OrderType_ItemType" }, "Timestamp": "Tue Feb 14 13:02:14 PST 2012" }
+{ "DataverseName": "custord", "DatatypeName": "Field_items_in_OrderType_ItemType", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "number", "FieldType": "int64" }, { "FieldName": "storeIds", "FieldType": "Field_storeIds_in_Field_items_in_OrderType_ItemType" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:14 PST 2012" }
+{ "DataverseName": "custord", "DatatypeName": "Field_number_in_StreetType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "int32" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:14 PST 2012" }
+{ "DataverseName": "custord", "DatatypeName": "Field_storeIds_in_Field_items_in_OrderType_ItemType", "Derived": { "Tag": "UNORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": "int8", "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:14 PST 2012" }
+{ "DataverseName": "custord", "DatatypeName": "OrderType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "oid", "FieldType": "int32" }, { "FieldName": "cid", "FieldType": "int32" }, { "FieldName": "orderstatus", "FieldType": "string" }, { "FieldName": "orderpriority", "FieldType": "string" }, { "FieldName": "clerk", "FieldType": "string" }, { "FieldName": "total", "FieldType": "float" }, { "FieldName": "items", "FieldType": "Field_items_in_OrderType" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:14 PST 2012" }
+{ "DataverseName": "custord", "DatatypeName": "StreetType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "EnumValues": null, "Record": { "IsOpen": false, "Fields": [ { "FieldName": "number", "FieldType": "Field_number_in_StreetType" }, { "FieldName": "name", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Feb 14 13:02:14 PST 2012" }
diff --git a/asterix-app/src/test/resources/metadata-transactions/check-state-results/check_dataverse.adm b/asterix-app/src/test/resources/metadata-transactions/check-state-results/check_dataverse.adm
new file mode 100644
index 0000000..6877e5b
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/check-state-results/check_dataverse.adm
@@ -0,0 +1,2 @@
+{ "DataverseName": "Metadata", "DataFormat": "edu.uci.ics.asterix.runtime.formats.NonTaggedDataFormat", "Timestamp": "Wed Sep 28 15:04:36 PDT 2011" }
+{ "DataverseName": "custord", "DataFormat": "edu.uci.ics.asterix.runtime.formats.NonTaggedDataFormat", "Timestamp": "Wed Sep 28 15:04:40 PDT 2011" }
diff --git a/asterix-app/src/test/resources/metadata-transactions/check-state-results/check_index.adm b/asterix-app/src/test/resources/metadata-transactions/check-state-results/check_index.adm
new file mode 100644
index 0000000..efdf0bb
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/check-state-results/check_index.adm
@@ -0,0 +1,15 @@
+{ "DataverseName": "Metadata", "DatasetName": "Dataset", "IndexName": "Dataset", "IndexStructure": "BTREE", "SearchKey": [ "DataverseName", "DatasetName" ], "IsPrimary": true, "Timestamp": "Tue Feb 14 13:31:59 PST 2012" }
+{ "DataverseName": "Metadata", "DatasetName": "Dataset", "IndexName": "DatatypeName", "IndexStructure": "BTREE", "SearchKey": [ "DataverseName", "DatatypeName", "DatasetName" ], "IsPrimary": false, "Timestamp": "Tue Feb 14 13:31:59 PST 2012" }
+{ "DataverseName": "Metadata", "DatasetName": "Dataset", "IndexName": "GroupName", "IndexStructure": "BTREE", "SearchKey": [ "GroupName", "DataverseName", "DatasetName" ], "IsPrimary": false, "Timestamp": "Tue Feb 14 13:31:59 PST 2012" }
+{ "DataverseName": "Metadata", "DatasetName": "Datatype", "IndexName": "Datatype", "IndexStructure": "BTREE", "SearchKey": [ "DataverseName", "DatatypeName" ], "IsPrimary": true, "Timestamp": "Tue Feb 14 13:31:59 PST 2012" }
+{ "DataverseName": "Metadata", "DatasetName": "Datatype", "IndexName": "DatatypeName", "IndexStructure": "BTREE", "SearchKey": [ "DataverseName", "NestedDatatypeName", "TopDatatypeName" ], "IsPrimary": false, "Timestamp": "Tue Feb 14 13:31:59 PST 2012" }
+{ "DataverseName": "Metadata", "DatasetName": "Dataverse", "IndexName": "Dataverse", "IndexStructure": "BTREE", "SearchKey": [ "DataverseName" ], "IsPrimary": true, "Timestamp": "Tue Feb 14 13:31:59 PST 2012" }
+{ "DataverseName": "Metadata", "DatasetName": "Function", "IndexName": "Function", "IndexStructure": "BTREE", "SearchKey": [ "DataverseName", "FunctionName", "FunctionArity" ], "IsPrimary": true, "Timestamp": "Tue Feb 14 13:31:59 PST 2012" }
+{ "DataverseName": "Metadata", "DatasetName": "Index", "IndexName": "Index", "IndexStructure": "BTREE", "SearchKey": [ "DataverseName", "DatasetName", "IndexName" ], "IsPrimary": true, "Timestamp": "Tue Feb 14 13:31:59 PST 2012" }
+{ "DataverseName": "Metadata", "DatasetName": "Node", "IndexName": "Node", "IndexStructure": "BTREE", "SearchKey": [ "NodeName" ], "IsPrimary": true, "Timestamp": "Tue Feb 14 13:31:59 PST 2012" }
+{ "DataverseName": "Metadata", "DatasetName": "Nodegroup", "IndexName": "Nodegroup", "IndexStructure": "BTREE", "SearchKey": [ "GroupName" ], "IsPrimary": true, "Timestamp": "Tue Feb 14 13:31:59 PST 2012" }
+{ "DataverseName": "custord", "DatasetName": "Customers", "IndexName": "Customers", "IndexStructure": "BTREE", "SearchKey": [ "cid", "name" ], "IsPrimary": true, "Timestamp": "Tue Feb 14 13:32:04 PST 2012" }
+{ "DataverseName": "custord", "DatasetName": "Customers", "IndexName": "custName", "IndexStructure": "BTREE", "SearchKey": [ "name", "cid" ], "IsPrimary": false, "Timestamp": "Tue Feb 14 13:32:04 PST 2012" }
+{ "DataverseName": "custord", "DatasetName": "Orders", "IndexName": "Orders", "IndexStructure": "BTREE", "SearchKey": [ "oid" ], "IsPrimary": true, "Timestamp": "Tue Feb 14 13:32:04 PST 2012" }
+{ "DataverseName": "custord", "DatasetName": "Orders", "IndexName": "ordClerkTotal", "IndexStructure": "BTREE", "SearchKey": [ "clerk", "total" ], "IsPrimary": false, "Timestamp": "Tue Feb 14 13:32:04 PST 2012" }
+{ "DataverseName": "custord", "DatasetName": "Orders", "IndexName": "ordCustId", "IndexStructure": "BTREE", "SearchKey": [ "cid" ], "IsPrimary": false, "Timestamp": "Tue Feb 14 13:32:04 PST 2012" }
diff --git a/asterix-app/src/test/resources/metadata-transactions/check-state-results/check_node.adm b/asterix-app/src/test/resources/metadata-transactions/check-state-results/check_node.adm
new file mode 100644
index 0000000..f0a6e1d
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/check-state-results/check_node.adm
@@ -0,0 +1,2 @@
+{ "NodeName": "nc1", "NumberOfCores": 0, "WorkingMemorySize": 0 }
+{ "NodeName": "nc2", "NumberOfCores": 0, "WorkingMemorySize": 0 }
diff --git a/asterix-app/src/test/resources/metadata-transactions/check-state-results/check_nodegroup.adm b/asterix-app/src/test/resources/metadata-transactions/check-state-results/check_nodegroup.adm
new file mode 100644
index 0000000..343a994
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/check-state-results/check_nodegroup.adm
@@ -0,0 +1,3 @@
+{ "GroupName": "DEFAULT_NG_ALL_NODES", "NodeNames": {{ "nc1", "nc2" }}, "Timestamp": "Sun Feb 19 17:19:39 PST 2012" }
+{ "GroupName": "MetadataGroup", "NodeNames": {{ "nc1" }}, "Timestamp": "Sun Feb 19 17:19:39 PST 2012" }
+{ "GroupName": "group1", "NodeNames": {{ "nc1", "nc2" }}, "Timestamp": "Sun Feb 19 17:19:44 PST 2012" }
diff --git a/asterix-app/src/test/resources/metadata-transactions/init-state-queries.txt b/asterix-app/src/test/resources/metadata-transactions/init-state-queries.txt
new file mode 100644
index 0000000..5359017
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/init-state-queries.txt
@@ -0,0 +1 @@
+customers_orders.aql
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata-transactions/init-state-queries/customers_orders.aql b/asterix-app/src/test/resources/metadata-transactions/init-state-queries/customers_orders.aql
new file mode 100644
index 0000000..af15a23
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/init-state-queries/customers_orders.aql
@@ -0,0 +1,57 @@
+drop dataverse custord if exists;
+
+create dataverse custord;
+
+use dataverse custord;
+
+create type StreetType as closed {
+  number: int32?,
+  name: string
+}
+
+create type AddressType as open {
+  street: StreetType,
+  city: string,
+  state: string,
+  zip: int16
+}
+
+create type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  interests: {{string}},
+  children: [ {
+             name : string,
+             dob : string
+             } ]
+}
+
+create type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float,
+  items: [ {
+       number: int64,
+       storeIds: {{int8}} 
+       } ]
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Customers(CustomerType)
+  partitioned by key cid, name on group1;
+
+create dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+create index ordCustId on Orders(cid);
+
+create index custName on Customers(name, cid);
+
+create index ordClerkTotal on Orders(clerk, total);
+  
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata-transactions/queries.txt b/asterix-app/src/test/resources/metadata-transactions/queries.txt
new file mode 100644
index 0000000..0762364
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/queries.txt
@@ -0,0 +1,20 @@
+create_duplicate_dataset.aql
+create_duplicate_dataverse.aql
+create_duplicate_index.aql
+create_duplicate_nodegroup.aql
+create_duplicate_type.aql
+drop_nonexistent_dataset.aql
+drop_nonexistent_datatype.aql
+drop_nonexistent_dataverse.aql
+drop_nonexistent_index.aql
+drop_nonexistent_nodegroup.aql
+rollback_drop_dataset.aql
+rollback_drop_datatype.aql
+rollback_drop_dataverse.aql
+rollback_drop_index.aql
+rollback_drop_nodegroup.aql
+rollback_new_dataset.aql
+rollback_new_datatype.aql
+rollback_new_dataverse.aql
+rollback_new_index.aql
+rollback_new_nodegroup.aql
diff --git a/asterix-app/src/test/resources/metadata-transactions/queries/create_duplicate_dataset.aql b/asterix-app/src/test/resources/metadata-transactions/queries/create_duplicate_dataset.aql
new file mode 100644
index 0000000..047eddf
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/queries/create_duplicate_dataset.aql
@@ -0,0 +1,4 @@
+use dataverse custord;
+
+create dataset Customers(CustomerType)
+  partitioned by key cid, name on group1;
diff --git a/asterix-app/src/test/resources/metadata-transactions/queries/create_duplicate_dataverse.aql b/asterix-app/src/test/resources/metadata-transactions/queries/create_duplicate_dataverse.aql
new file mode 100644
index 0000000..da387c2
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/queries/create_duplicate_dataverse.aql
@@ -0,0 +1 @@
+create dataverse custord;
diff --git a/asterix-app/src/test/resources/metadata-transactions/queries/create_duplicate_index.aql b/asterix-app/src/test/resources/metadata-transactions/queries/create_duplicate_index.aql
new file mode 100644
index 0000000..be26b33
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/queries/create_duplicate_index.aql
@@ -0,0 +1,5 @@
+use dataverse custord;
+
+create index ordCustId on Orders(cid);
+
+
diff --git a/asterix-app/src/test/resources/metadata-transactions/queries/create_duplicate_nodegroup.aql b/asterix-app/src/test/resources/metadata-transactions/queries/create_duplicate_nodegroup.aql
new file mode 100644
index 0000000..6bfd2ea
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/queries/create_duplicate_nodegroup.aql
@@ -0,0 +1,3 @@
+use dataverse custord;
+
+create nodegroup group1 on nc1, nc2;
diff --git a/asterix-app/src/test/resources/metadata-transactions/queries/create_duplicate_type.aql b/asterix-app/src/test/resources/metadata-transactions/queries/create_duplicate_type.aql
new file mode 100644
index 0000000..bf4986e
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/queries/create_duplicate_type.aql
@@ -0,0 +1,6 @@
+use dataverse custord;
+
+create type StreetType as closed {
+  number: int32?,
+  name: string
+}
diff --git a/asterix-app/src/test/resources/metadata-transactions/queries/drop_nonexistent_dataset.aql b/asterix-app/src/test/resources/metadata-transactions/queries/drop_nonexistent_dataset.aql
new file mode 100644
index 0000000..af823aa
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/queries/drop_nonexistent_dataset.aql
@@ -0,0 +1,3 @@
+use dataverse custord;
+
+drop dataset baddataset;
diff --git a/asterix-app/src/test/resources/metadata-transactions/queries/drop_nonexistent_datatype.aql b/asterix-app/src/test/resources/metadata-transactions/queries/drop_nonexistent_datatype.aql
new file mode 100644
index 0000000..7e74668
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/queries/drop_nonexistent_datatype.aql
@@ -0,0 +1,3 @@
+use dataverse custord;
+
+drop type badtype;
diff --git a/asterix-app/src/test/resources/metadata-transactions/queries/drop_nonexistent_dataverse.aql b/asterix-app/src/test/resources/metadata-transactions/queries/drop_nonexistent_dataverse.aql
new file mode 100644
index 0000000..d301ebc
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/queries/drop_nonexistent_dataverse.aql
@@ -0,0 +1 @@
+drop dataverse baddataverse;
diff --git a/asterix-app/src/test/resources/metadata-transactions/queries/drop_nonexistent_index.aql b/asterix-app/src/test/resources/metadata-transactions/queries/drop_nonexistent_index.aql
new file mode 100644
index 0000000..6c461ef
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/queries/drop_nonexistent_index.aql
@@ -0,0 +1,3 @@
+use dataverse custord;
+
+drop index Customers.badindex;
diff --git a/asterix-app/src/test/resources/metadata-transactions/queries/drop_nonexistent_nodegroup.aql b/asterix-app/src/test/resources/metadata-transactions/queries/drop_nonexistent_nodegroup.aql
new file mode 100644
index 0000000..f8b8179
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/queries/drop_nonexistent_nodegroup.aql
@@ -0,0 +1,3 @@
+use dataverse custord;
+
+drop nodegroup badnodegroup;
diff --git a/asterix-app/src/test/resources/metadata-transactions/queries/rollback_drop_dataset.aql b/asterix-app/src/test/resources/metadata-transactions/queries/rollback_drop_dataset.aql
new file mode 100644
index 0000000..860a714
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/queries/rollback_drop_dataset.aql
@@ -0,0 +1,10 @@
+use dataverse custord;
+
+drop dataset Customers;
+
+// Creating this duplicate type should fail, 
+// and rollback should add the Customer type again.
+create type StreetType as closed {
+  number: int32?,
+  name: string
+}
diff --git a/asterix-app/src/test/resources/metadata-transactions/queries/rollback_drop_datatype.aql b/asterix-app/src/test/resources/metadata-transactions/queries/rollback_drop_datatype.aql
new file mode 100644
index 0000000..00a0a7e
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/queries/rollback_drop_datatype.aql
@@ -0,0 +1,12 @@
+use dataverse custord;
+
+// In order to drop the CustomerType we need to drop the Customer dataset.
+drop dataset Customers;
+drop type CustomerType;
+
+// Creating this duplicate type should fail, 
+// and rollback should add the Customer type and dataset again.
+create type StreetType as closed {
+  number: int32?,
+  name: string
+}
diff --git a/asterix-app/src/test/resources/metadata-transactions/queries/rollback_drop_dataverse.aql b/asterix-app/src/test/resources/metadata-transactions/queries/rollback_drop_dataverse.aql
new file mode 100644
index 0000000..2e505e9
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/queries/rollback_drop_dataverse.aql
@@ -0,0 +1,10 @@
+use dataverse custord;
+
+drop dataverse custord;
+
+// Creating this duplicate type should fail, 
+// and rollback should add the secondary index again.
+create type StreetType as closed {
+  number: int32?,
+  name: string
+}
diff --git a/asterix-app/src/test/resources/metadata-transactions/queries/rollback_drop_index.aql b/asterix-app/src/test/resources/metadata-transactions/queries/rollback_drop_index.aql
new file mode 100644
index 0000000..76db8ed
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/queries/rollback_drop_index.aql
@@ -0,0 +1,10 @@
+use dataverse custord;
+
+drop index Customers.custName;
+
+// Creating this duplicate type should fail, 
+// and rollback should add the secondary index again.
+create type StreetType as closed {
+  number: int32?,
+  name: string
+}
diff --git a/asterix-app/src/test/resources/metadata-transactions/queries/rollback_drop_nodegroup.aql b/asterix-app/src/test/resources/metadata-transactions/queries/rollback_drop_nodegroup.aql
new file mode 100644
index 0000000..52b32f2
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/queries/rollback_drop_nodegroup.aql
@@ -0,0 +1,13 @@
+use dataverse custord;
+
+// In order to drop a nodegroup we must drop all datasets partitioned on it.
+drop dataset Customers;
+drop dataset Orders;
+drop nodegroup group1;
+
+// Creating this duplicate type should fail, 
+// and rollback should add the secondary index again.
+create type StreetType as closed {
+  number: int32?,
+  name: string
+}
diff --git a/asterix-app/src/test/resources/metadata-transactions/queries/rollback_new_dataset.aql b/asterix-app/src/test/resources/metadata-transactions/queries/rollback_new_dataset.aql
new file mode 100644
index 0000000..aa76ae2
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/queries/rollback_new_dataset.aql
@@ -0,0 +1,12 @@
+use dataverse custord;
+
+// Creating this dataset should succeed.
+create dataset NewDataset(CustomerType)
+  partitioned by key cid, name on group1;
+
+
+// Creating this duplicate type should fail, and rollback should remove the new dataverse.
+create type StreetType as closed {
+  number: int32?,
+  name: string
+}
diff --git a/asterix-app/src/test/resources/metadata-transactions/queries/rollback_new_datatype.aql b/asterix-app/src/test/resources/metadata-transactions/queries/rollback_new_datatype.aql
new file mode 100644
index 0000000..930e680
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/queries/rollback_new_datatype.aql
@@ -0,0 +1,14 @@
+use dataverse custord;
+
+// Creating this type should succeed.
+create type NewType as closed {
+  number: int32?,
+  name: string
+}
+
+// Creating this duplicate type should fail, and rollback should remove the new datatype.
+create type StreetType as closed {
+  number: int32?,
+  name: string
+}
+
diff --git a/asterix-app/src/test/resources/metadata-transactions/queries/rollback_new_dataverse.aql b/asterix-app/src/test/resources/metadata-transactions/queries/rollback_new_dataverse.aql
new file mode 100644
index 0000000..54eead9
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/queries/rollback_new_dataverse.aql
@@ -0,0 +1,11 @@
+// Creating this dataverse should succeed.
+create dataverse newdataverse;
+
+use dataverse custord;
+
+// Creating this duplicate type should fail, and rollback should remove the new dataverse.
+create type StreetType as closed {
+  number: int32?,
+  name: string
+}
+
diff --git a/asterix-app/src/test/resources/metadata-transactions/queries/rollback_new_index.aql b/asterix-app/src/test/resources/metadata-transactions/queries/rollback_new_index.aql
new file mode 100644
index 0000000..1c837af
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/queries/rollback_new_index.aql
@@ -0,0 +1,10 @@
+use dataverse custord;
+
+// Creating this index should succeed.
+create index ordTotal on Orders(total);
+
+// Creating this duplicate type should fail, and rollback should remove the new index.
+create type StreetType as closed {
+  number: int32?,
+  name: string
+}
diff --git a/asterix-app/src/test/resources/metadata-transactions/queries/rollback_new_nodegroup.aql b/asterix-app/src/test/resources/metadata-transactions/queries/rollback_new_nodegroup.aql
new file mode 100644
index 0000000..75680c0
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata-transactions/queries/rollback_new_nodegroup.aql
@@ -0,0 +1,11 @@
+use dataverse custord;
+
+// Creating this nodegroup should succeed.
+create nodegroup newgroup if not exists on nc1, nc2;
+
+// Creating this duplicate type should fail, and rollback should remove the new nodegroup.
+create type StreetType as closed {
+  number: int32?,
+  name: string
+}
+
diff --git a/asterix-app/src/test/resources/metadata/queries.txt b/asterix-app/src/test/resources/metadata/queries.txt
new file mode 100644
index 0000000..fedfeb6
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries.txt
@@ -0,0 +1,27 @@
+metadata_dataverse.aql
+metadata_dataset.aql
+metadata_index.aql
+metadata_datatype.aql
+metadata_node.aql
+metadata_nodegroup.aql
+custord_q1.aql
+custord_q2.aql
+custord_q3.aql
+custord_q4.aql
+custord_dataverse.aql
+custord_dataset.aql
+custord_index.aql
+custord_datatype.aql
+custord_nodegroup.aql
+custord_q5.aql
+exceptions.aql
+custord_q7.aql
+custord_q8.aql
+metadata_dataverse.aql
+metadata_dataset.aql
+metadata_index.aql
+metadata_datatype.aql
+metadata_node.aql
+metadata_nodegroup.aql
+custord_q9.aql
+custord_q10.aql
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/queries/custord_dataset.aql b/asterix-app/src/test/resources/metadata/queries/custord_dataset.aql
new file mode 100644
index 0000000..530c6c9
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/custord_dataset.aql
@@ -0,0 +1,10 @@
+use dataverse Metadata;
+
+write output to nc1:"rttest/custord_dataset.adm";
+
+for $c in dataset('Dataset')
+where $c.DataverseName = "custord"
+return $c
+
+
+
diff --git a/asterix-app/src/test/resources/metadata/queries/custord_datatype.aql b/asterix-app/src/test/resources/metadata/queries/custord_datatype.aql
new file mode 100644
index 0000000..1525b93
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/custord_datatype.aql
@@ -0,0 +1,7 @@
+use dataverse Metadata;
+
+write output to nc1:"rttest/custord_datatype.adm";
+     
+for $c in dataset('Datatype')
+where $c.DataverseName = "custord"
+return $c
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/queries/custord_dataverse.aql b/asterix-app/src/test/resources/metadata/queries/custord_dataverse.aql
new file mode 100644
index 0000000..277bf62
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/custord_dataverse.aql
@@ -0,0 +1,8 @@
+use dataverse Metadata;
+
+write output to nc1:"rttest/custord_dataverse.adm";
+
+for $c in dataset('Dataverse')
+where $c.DataverseName = "custord"
+return $c
+
diff --git a/asterix-app/src/test/resources/metadata/queries/custord_index.aql b/asterix-app/src/test/resources/metadata/queries/custord_index.aql
new file mode 100644
index 0000000..95450da
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/custord_index.aql
@@ -0,0 +1,7 @@
+use dataverse Metadata;
+
+write output to nc1:"rttest/custord_index.adm";
+
+for $c in dataset('Index')
+where $c.DataverseName = "custord"
+return $c
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/queries/custord_nodegroup.aql b/asterix-app/src/test/resources/metadata/queries/custord_nodegroup.aql
new file mode 100644
index 0000000..090c739
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/custord_nodegroup.aql
@@ -0,0 +1,6 @@
+use dataverse Metadata;
+
+write output to nc1:"rttest/metadata_nodegroup.adm";
+     
+for $c in dataset('Nodegroup')
+return $c
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/queries/custord_q1.aql b/asterix-app/src/test/resources/metadata/queries/custord_q1.aql
new file mode 100644
index 0000000..4ba02b9
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/custord_q1.aql
@@ -0,0 +1,65 @@
+drop dataverse custord if exists;
+
+create dataverse custord;
+
+use dataverse custord;
+
+create type StreetType as closed {
+  number: int32?,
+  name: string
+}
+
+create type AddressType as open {
+  street: StreetType,
+  city: string,
+  state: string,
+  zip: int16
+}
+
+create type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  interests: {{string}},
+  children: [ {
+             name : string,
+             dob : string
+             } ]
+}
+
+create type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float,
+  items: [ {
+       number: int64,
+       storeIds: {{int8}} 
+       } ]
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset Customers(CustomerType)
+  partitioned by key cid, name on group1;
+
+load dataset Customers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/metadata/customerData.json"),("format"="adm"));
+        
+create dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/metadata/orderData.json"),("format"="adm"));
+
+create index ordCustId if not exists on Orders(cid);
+
+create index custName if not exists on Customers(name, cid);
+
+create index ordClerkTotal if not exists on Orders(clerk, total);
+  
diff --git a/asterix-app/src/test/resources/metadata/queries/custord_q10.aql b/asterix-app/src/test/resources/metadata/queries/custord_q10.aql
new file mode 100644
index 0000000..abe6041
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/custord_q10.aql
@@ -0,0 +1,7 @@
+use dataverse Metadata;
+
+write output to nc1:"rttest/custord_q10.adm";
+
+for $c in dataset('Dataset')
+return $c
+
diff --git a/asterix-app/src/test/resources/metadata/queries/custord_q2.aql b/asterix-app/src/test/resources/metadata/queries/custord_q2.aql
new file mode 100644
index 0000000..d99bed6
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/custord_q2.aql
@@ -0,0 +1,6 @@
+use dataverse custord;
+     
+write output to nc1:"rttest/custord_q2.adm";
+      
+for $c in dataset('Customers')
+return $c.address
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/queries/custord_q3.aql b/asterix-app/src/test/resources/metadata/queries/custord_q3.aql
new file mode 100644
index 0000000..c093baa
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/custord_q3.aql
@@ -0,0 +1,6 @@
+use dataverse custord;
+
+write output to nc1:"rttest/custord_q3.adm";
+      
+for $o in dataset('Orders')
+return {"id" : $o.oid, "total": $o.total} 
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/queries/custord_q4.aql b/asterix-app/src/test/resources/metadata/queries/custord_q4.aql
new file mode 100644
index 0000000..03114b7
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/custord_q4.aql
@@ -0,0 +1,8 @@
+use dataverse custord;
+
+write output to nc1:"rttest/custord_q4.adm";
+
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+where $c.cid = $o.cid 
+return {"cust_name":$c.name, "cust_age": $c.age, "order_total":$o.total} 
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/queries/custord_q5.aql b/asterix-app/src/test/resources/metadata/queries/custord_q5.aql
new file mode 100644
index 0000000..716cce7
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/custord_q5.aql
@@ -0,0 +1,21 @@
+drop nodegroup fuzzynodegroup if exists;
+
+drop dataverse fuzzyjoin if exists;
+
+use dataverse custord;
+
+create dataset Customers if not exists (CustomerType)
+  partitioned by key cid, name on group1;
+  
+drop dataset employees if exists;
+
+create index custName if not exists on Customers(name, cid);
+
+drop index Customers.custAddress if exists;
+
+create type StreetType if not exists as closed {
+  number: int32?,
+  name: string
+}
+
+drop type DBLPType if exists;
diff --git a/asterix-app/src/test/resources/metadata/queries/custord_q6.aql b/asterix-app/src/test/resources/metadata/queries/custord_q6.aql
new file mode 100644
index 0000000..231c410
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/custord_q6.aql
@@ -0,0 +1,7 @@
+use dataverse custord;
+
+drop index Orders.ordClerkTotal;
+
+drop dataset Orders;
+
+drop type OrderType;
diff --git a/asterix-app/src/test/resources/metadata/queries/custord_q7.aql b/asterix-app/src/test/resources/metadata/queries/custord_q7.aql
new file mode 100644
index 0000000..247ed78
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/custord_q7.aql
@@ -0,0 +1,2 @@
+drop dataverse custord;
+ 
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/queries/custord_q8.aql b/asterix-app/src/test/resources/metadata/queries/custord_q8.aql
new file mode 100644
index 0000000..bb4225d
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/custord_q8.aql
@@ -0,0 +1,2 @@
+drop nodegroup group1;
+ 
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/queries/custord_q9.aql b/asterix-app/src/test/resources/metadata/queries/custord_q9.aql
new file mode 100644
index 0000000..2d3f960
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/custord_q9.aql
@@ -0,0 +1,52 @@
+drop dataverse custord if exists;
+
+create dataverse custord;
+
+use dataverse custord;
+
+create type StreetType as closed {
+  number: int32?,
+  name: string
+}
+
+create type AddressType as open {
+  street: StreetType,
+  city: string,
+  state: string,
+  zip: int16
+}
+
+create type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  interests: {{string}},
+  children: [ {
+             name : string,
+             dob : string
+             } ]
+}
+
+create type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float,
+  items: [ {
+       number: int64,
+       storeIds: {{int8}} 
+       } ]
+}
+
+create external dataset Customers(CustomerType)
+using "edu.uci.ics.asterix.external.dataset.adapter.HDFSAdapter"
+      (("hdfs"="hdfs://temp1/data1"),("n1"="v1"),("n2"="v2"), ("n3"="v3"));
+  
+create external dataset Orders(OrderType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///tmp1/data1,nc2:///tmp2/data2"));
+
+
diff --git a/asterix-app/src/test/resources/metadata/queries/exceptions.aql b/asterix-app/src/test/resources/metadata/queries/exceptions.aql
new file mode 100644
index 0000000..b6ec188
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/exceptions.aql
@@ -0,0 +1,21 @@
+// Each statement (except for the second "use" statement) should throw an exception.
+
+//drop nodegroup group1;
+
+//drop dataverse fuzzyjoin;
+
+//use dataverse fuzzy;
+
+//use dataverse custord;
+
+//drop index Cust.ord;
+
+//drop index Customers.ord;
+
+//drop type AddressType;
+
+//drop type CustomerType;
+
+//drop type StreetType;
+
+//drop dataset DBLP;
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/queries/metadata_dataset.aql b/asterix-app/src/test/resources/metadata/queries/metadata_dataset.aql
new file mode 100644
index 0000000..723e65c
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/metadata_dataset.aql
@@ -0,0 +1,9 @@
+use dataverse Metadata;
+
+write output to nc1:"rttest/metadata_dataset.adm";
+
+for $c in dataset('Dataset')
+return $c
+
+
+
diff --git a/asterix-app/src/test/resources/metadata/queries/metadata_datatype.aql b/asterix-app/src/test/resources/metadata/queries/metadata_datatype.aql
new file mode 100644
index 0000000..a144f4f
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/metadata_datatype.aql
@@ -0,0 +1,6 @@
+use dataverse Metadata;
+
+write output to nc1:"rttest/metadata_datatype.adm";
+     
+for $c in dataset('Datatype')
+return $c
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/queries/metadata_dataverse.aql b/asterix-app/src/test/resources/metadata/queries/metadata_dataverse.aql
new file mode 100644
index 0000000..e7e1249
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/metadata_dataverse.aql
@@ -0,0 +1,6 @@
+use dataverse Metadata;
+
+write output to nc1:"rttest/metadata_dataverse.adm";
+
+for $c in dataset('Dataverse')
+return $c
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/queries/metadata_index.aql b/asterix-app/src/test/resources/metadata/queries/metadata_index.aql
new file mode 100644
index 0000000..6ff3185
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/metadata_index.aql
@@ -0,0 +1,6 @@
+use dataverse Metadata;
+
+write output to nc1:"rttest/metadata_index.adm";
+
+for $c in dataset('Index')
+return $c
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/queries/metadata_node.aql b/asterix-app/src/test/resources/metadata/queries/metadata_node.aql
new file mode 100644
index 0000000..ce28ac8
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/metadata_node.aql
@@ -0,0 +1,6 @@
+use dataverse Metadata;    
+
+write output to nc1:"rttest/metadata_node.adm";
+
+for $c in dataset('Node')
+return $c
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/queries/metadata_nodegroup.aql b/asterix-app/src/test/resources/metadata/queries/metadata_nodegroup.aql
new file mode 100644
index 0000000..090c739
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/metadata_nodegroup.aql
@@ -0,0 +1,6 @@
+use dataverse Metadata;
+
+write output to nc1:"rttest/metadata_nodegroup.adm";
+     
+for $c in dataset('Nodegroup')
+return $c
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/queries/regress_01_create_type.aql b/asterix-app/src/test/resources/metadata/queries/regress_01_create_type.aql
new file mode 100644
index 0000000..e978572
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/regress_01_create_type.aql
@@ -0,0 +1,12 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+// Create a type in test dataverse.
+// This type will be referred to in a subsequent script.
+create type TestType as closed {
+  id: int32,
+  name: string
+}
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/queries/regress_02_refer_existing_type.aql b/asterix-app/src/test/resources/metadata/queries/regress_02_refer_existing_type.aql
new file mode 100644
index 0000000..aeed866
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/regress_02_refer_existing_type.aql
@@ -0,0 +1,6 @@
+use dataverse test;
+
+// Refer to existing type in test dataverse.
+create type UseTestType as closed {
+  test: TestType
+}
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/queries/regress_03_repeated_create_drop.aql b/asterix-app/src/test/resources/metadata/queries/regress_03_repeated_create_drop.aql
new file mode 100644
index 0000000..02009da
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/queries/regress_03_repeated_create_drop.aql
@@ -0,0 +1,34 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type TypeOne as open {
+  f: int32
+}
+create nodegroup group1 if not exists on nc1, nc2;
+create dataset typeonedataset(TypeOne)
+partitioned by key f on group1;
+
+
+drop dataverse test if exists;  
+create dataverse test;
+use dataverse test;
+
+create type TypeTwo as open {
+  f: int32
+}
+create nodegroup group1 if not exists on nc1, nc2;
+create dataset typetwodataset(TypeTwo)
+partitioned by key f on group1;
+
+
+drop dataverse test if exists;  
+create dataverse test;
+use dataverse test;
+
+create type TypeThree as open {
+  f: int32
+}
+create nodegroup group1 if not exists on nc1, nc2;
+create dataset typethreedataset(TypeThree)
+partitioned by key f on group1;
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/results/custord_dataset.adm b/asterix-app/src/test/resources/metadata/results/custord_dataset.adm
new file mode 100644
index 0000000..68e8f41
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/results/custord_dataset.adm
@@ -0,0 +1,2 @@
+{ "DataverseName": "custord", "DatasetName": "Customers", "DataTypeName": "CustomerType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "cid", "name" ], "PrimaryKey": [ "cid", "name" ], "GroupName": "group1" }, "ExternalDetails": null, "Timestamp": "Thu Sep 01 15:45:33 PDT 2011" }
+{ "DataverseName": "custord", "DatasetName": "Orders", "DataTypeName": "OrderType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "oid" ], "PrimaryKey": [ "oid" ], "GroupName": "group1" }, "ExternalDetails": null, "Timestamp": "Mon Jul 11 09:30:35 PDT 2011" }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/results/custord_datatype.adm b/asterix-app/src/test/resources/metadata/results/custord_datatype.adm
new file mode 100644
index 0000000..98f1f84
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/results/custord_datatype.adm
@@ -0,0 +1,13 @@
+{ "DataverseName": "custord", "DatatypeName": "AddressType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "street", "FieldType": "StreetType" }, { "FieldName": "city", "FieldType": "string" }, { "FieldName": "state", "FieldType": "string" }, { "FieldName": "zip", "FieldType": "int16" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Mon Jul 11 12:36:53 PDT 2011" }
+{ "DataverseName": "custord", "DatatypeName": "CustomerType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "EnumValues": null, "Record": { "IsOpen": false, "Fields": [ { "FieldName": "cid", "FieldType": "int32" }, { "FieldName": "name", "FieldType": "string" }, { "FieldName": "age", "FieldType": "Field_age_in_CustomerType" }, { "FieldName": "address", "FieldType": "Field_address_in_CustomerType" }, { "FieldName": "interests", "FieldType": "Field_interests_in_CustomerType" }, { "FieldName": "children", "FieldType": "Field_children_in_CustomerType" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Mon Jul 11 12:37:24 PDT 2011" }
+{ "DataverseName": "custord", "DatatypeName": "Field_address_in_CustomerType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "AddressType" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Mon Jul 11 12:37:52 PDT 2011" }
+{ "DataverseName": "custord", "DatatypeName": "Field_age_in_CustomerType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "int32" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Mon Jul 11 12:38:18 PDT 2011" }
+{ "DataverseName": "custord", "DatatypeName": "Field_children_in_CustomerType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "Field_children_in_CustomerType_ItemType" }, "Timestamp": "Mon Jul 11 12:38:44 PDT 2011" }
+{ "DataverseName": "custord", "DatatypeName": "Field_children_in_CustomerType_ItemType", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "name", "FieldType": "string" }, { "FieldName": "dob", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Mon Jul 11 12:39:07 PDT 2011" }
+{ "DataverseName": "custord", "DatatypeName": "Field_interests_in_CustomerType", "Derived": { "Tag": "UNORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": "string", "OrderedList": null }, "Timestamp": "Mon Jul 11 12:39:33 PDT 2011" }
+{ "DataverseName": "custord", "DatatypeName": "Field_items_in_OrderType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "Field_items_in_OrderType_ItemType" }, "Timestamp": "Tue Jul 12 11:35:37 PDT 2011" }
+{ "DataverseName": "custord", "DatatypeName": "Field_items_in_OrderType_ItemType", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "number", "FieldType": "int64" }, { "FieldName": "storeIds", "FieldType": "Field_storeIds_in_Field_items_in_OrderType_ItemType" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Jul 12 11:36:52 PDT 2011" }
+{ "DataverseName": "custord", "DatatypeName": "Field_number_in_StreetType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "int32" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Mon Jul 11 12:40:47 PDT 2011" }
+{ "DataverseName": "custord", "DatatypeName": "Field_storeIds_in_Field_items_in_OrderType_ItemType", "Derived": { "Tag": "UNORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": "int8", "OrderedList": null }, "Timestamp": "Tue Jul 12 11:37:59 PDT 2011" }
+{ "DataverseName": "custord", "DatatypeName": "OrderType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "oid", "FieldType": "int32" }, { "FieldName": "cid", "FieldType": "int32" }, { "FieldName": "orderstatus", "FieldType": "string" }, { "FieldName": "orderpriority", "FieldType": "string" }, { "FieldName": "clerk", "FieldType": "string" }, { "FieldName": "total", "FieldType": "float" }, { "FieldName": "items", "FieldType": "Field_items_in_OrderType" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Mon Jul 11 12:41:20 PDT 2011" }
+{ "DataverseName": "custord", "DatatypeName": "StreetType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "EnumValues": null, "Record": { "IsOpen": false, "Fields": [ { "FieldName": "number", "FieldType": "Field_number_in_StreetType" }, { "FieldName": "name", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Mon Jul 11 12:42:08 PDT 2011" }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/results/custord_dataverse.adm b/asterix-app/src/test/resources/metadata/results/custord_dataverse.adm
new file mode 100644
index 0000000..6e248c2
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/results/custord_dataverse.adm
@@ -0,0 +1 @@
+{ "DataverseName": "custord", "DataFormat": "edu.uci.ics.asterix.runtime.formats.NonTaggedDataFormat", "Timestamp": "Mon Jul 11 17:05:53 PDT 2011" }
diff --git a/asterix-app/src/test/resources/metadata/results/custord_index.adm b/asterix-app/src/test/resources/metadata/results/custord_index.adm
new file mode 100644
index 0000000..2e0f166
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/results/custord_index.adm
@@ -0,0 +1,5 @@
+{ "DataverseName": "custord", "DatasetName": "Customers", "IndexName": "$Customers", "IndexStructure": "BTREE", "SearchKey": [ "cid", "name" ], "Timestamp": "Mon Jul 11 10:42:48 PDT 2011" }
+{ "DataverseName": "custord", "DatasetName": "Customers", "IndexName": "custName", "IndexStructure": "BTREE", "SearchKey": [ "name", "cid" ], "Timestamp": "Mon Jul 11 10:44:32 PDT 2011" }
+{ "DataverseName": "custord", "DatasetName": "Orders", "IndexName": "$Orders", "IndexStructure": "BTREE", "SearchKey": [ "oid" ], "Timestamp": "Mon Jul 11 10:44:58 PDT 2011" }
+{ "DataverseName": "custord", "DatasetName": "Orders", "IndexName": "ordClerkTotal", "IndexStructure": "BTREE", "SearchKey": [ "clerk", "total" ], "Timestamp": "Mon Jul 11 17:18:08 PDT 2011" }
+{ "DataverseName": "custord", "DatasetName": "Orders", "IndexName": "ordCustId", "IndexStructure": "BTREE", "SearchKey": [ "cid" ], "Timestamp": "Mon Jul 11 10:46:25 PDT 2011" }
diff --git a/asterix-app/src/test/resources/metadata/results/custord_nodegroup.adm b/asterix-app/src/test/resources/metadata/results/custord_nodegroup.adm
new file mode 100644
index 0000000..4edbfaa
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/results/custord_nodegroup.adm
@@ -0,0 +1 @@
+{ "GroupName": "MetadataGroup", "NodeNames": {{ "nc1" }}, "Timestamp": "Mon Jul 11 10:51:10 PDT 2011" }
diff --git a/asterix-app/src/test/resources/metadata/results/custord_q10.adm b/asterix-app/src/test/resources/metadata/results/custord_q10.adm
new file mode 100644
index 0000000..ed1df70
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/results/custord_q10.adm
@@ -0,0 +1,8 @@
+{ "DataverseName": "Metadata", "DatasetName": "Dataset", "DataTypeName": "DatasetRecordType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "DataverseName", "DatasetName" ], "PrimaryKey": [ "DataverseName", "DatasetName" ], "GroupName": "MetadataGroup" }, "ExternalDetails": null, "Timestamp": "Thu Sep 01 15:52:00 PDT 2011" }
+{ "DataverseName": "Metadata", "DatasetName": "Datatype", "DataTypeName": "DatatypeRecordType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "DataverseName", "DatatypeName" ], "PrimaryKey": [ "DataverseName", "DatatypeName" ], "GroupName": "MetadataGroup" }, "ExternalDetails": null, "Timestamp": "Thu Sep 01 15:52:00 PDT 2011" }
+{ "DataverseName": "Metadata", "DatasetName": "Dataverse", "DataTypeName": "DataverseRecordType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "DataverseName" ], "PrimaryKey": [ "DataverseName" ], "GroupName": "MetadataGroup" }, "ExternalDetails": null, "Timestamp": "Thu Sep 01 15:52:00 PDT 2011" }
+{ "DataverseName": "Metadata", "DatasetName": "Index", "DataTypeName": "IndexRecordType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "DataverseName", "DatasetName", "IndexName" ], "PrimaryKey": [ "DataverseName", "DatasetName", "IndexName" ], "GroupName": "MetadataGroup" }, "ExternalDetails": null, "Timestamp": "Thu Sep 01 15:52:00 PDT 2011" }
+{ "DataverseName": "Metadata", "DatasetName": "Node", "DataTypeName": "NodeRecordType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "NodeName" ], "PrimaryKey": [ "NodeName" ], "GroupName": "MetadataGroup" }, "ExternalDetails": null, "Timestamp": "Thu Sep 01 15:52:00 PDT 2011" }
+{ "DataverseName": "Metadata", "DatasetName": "Nodegroup", "DataTypeName": "NodeGroupRecordType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "GroupName" ], "PrimaryKey": [ "GroupName" ], "GroupName": "MetadataGroup" }, "ExternalDetails": null, "Timestamp": "Tue Sep 06 09:29:34 PDT 2011" }
+{ "DataverseName": "custord", "DatasetName": "Customers", "DataTypeName": "CustomerType", "DatasetType": "EXTERNAL", "InternalDetails": null, "ExternalDetails": { "Adapter": "adapter.java", "HdfsPath": "hdfs://temp1/data1", "Splits": [  ], "Properties": [ { "Name": "n1", "Value": "v1" }, { "Name": "n3", "Value": "v3" }, { "Name": "n2", "Value": "v2" } ], "IsAtHdfs": true }, "Timestamp": "Mon Sep 12 17:07:35 PDT 2011" }
+{ "DataverseName": "custord", "DatasetName": "Orders", "DataTypeName": "OrderType", "DatasetType": "EXTERNAL", "InternalDetails": null, "ExternalDetails": { "Adapter": "adapter.java", "HdfsPath": "null", "Splits": [ { "NodeName": "nc1", "FileName": "/tmp1/data1" }, { "NodeName": "nc2", "FileName": "/tmp2/data2" } ], "Properties": [  ], "IsAtHdfs": false }, "Timestamp": "Mon Sep 12 17:08:14 PDT 2011" }
diff --git a/asterix-app/src/test/resources/metadata/results/custord_q2.adm b/asterix-app/src/test/resources/metadata/results/custord_q2.adm
new file mode 100644
index 0000000..44a793a
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/results/custord_q2.adm
@@ -0,0 +1,2 @@
+{ "street": { "number": 389, "name": "Palo verde" }, "city": "Mountain View", "state": "CA", "zip": 27075i16 }
+null
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/results/custord_q3.adm b/asterix-app/src/test/resources/metadata/results/custord_q3.adm
new file mode 100644
index 0000000..04615c9
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/results/custord_q3.adm
@@ -0,0 +1,4 @@
+{ "id": 10, "total": 14.2326f }
+{ "id": 100, "total": 124.26f }
+{ "id": 1000, "total": 97.20656f }
+{ "id": 10000, "total": 7.206f }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/results/custord_q4.adm b/asterix-app/src/test/resources/metadata/results/custord_q4.adm
new file mode 100644
index 0000000..652ad79
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/results/custord_q4.adm
@@ -0,0 +1,4 @@
+{ "cust_name": "Mike Rotruck", "cust_age": null, "order_total": 124.26f }
+{ "cust_name": "Mike Rotruck", "cust_age": null, "order_total": 97.20656f }
+{ "cust_name": "Jodi Alex", "cust_age": 19, "order_total": 14.2326f }
+{ "cust_name": "Jodi Alex", "cust_age": 19, "order_total": 7.206f }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/results/metadata_dataset.adm b/asterix-app/src/test/resources/metadata/results/metadata_dataset.adm
new file mode 100644
index 0000000..85a8973
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/results/metadata_dataset.adm
@@ -0,0 +1,6 @@
+{ "DataverseName": "Metadata", "DatasetName": "Dataset", "DataTypeName": "DatasetRecordType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "DataverseName", "DatasetName" ], "PrimaryKey": [ "DataverseName", "DatasetName" ], "GroupName": "MetadataGroup" }, "ExternalDetails": null, "Timestamp": "Thu Sep 01 15:52:00 PDT 2011" }
+{ "DataverseName": "Metadata", "DatasetName": "Datatype", "DataTypeName": "DatatypeRecordType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "DataverseName", "DatatypeName" ], "PrimaryKey": [ "DataverseName", "DatatypeName" ], "GroupName": "MetadataGroup" }, "ExternalDetails": null, "Timestamp": "Thu Sep 01 15:52:00 PDT 2011" }
+{ "DataverseName": "Metadata", "DatasetName": "Dataverse", "DataTypeName": "DataverseRecordType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "DataverseName" ], "PrimaryKey": [ "DataverseName" ], "GroupName": "MetadataGroup" }, "ExternalDetails": null, "Timestamp": "Thu Sep 01 15:52:00 PDT 2011" }
+{ "DataverseName": "Metadata", "DatasetName": "Index", "DataTypeName": "IndexRecordType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "DataverseName", "DatasetName", "IndexName" ], "PrimaryKey": [ "DataverseName", "DatasetName", "IndexName" ], "GroupName": "MetadataGroup" }, "ExternalDetails": null, "Timestamp": "Thu Sep 01 15:52:00 PDT 2011" }
+{ "DataverseName": "Metadata", "DatasetName": "Node", "DataTypeName": "NodeRecordType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "NodeName" ], "PrimaryKey": [ "NodeName" ], "GroupName": "MetadataGroup" }, "ExternalDetails": null, "Timestamp": "Thu Sep 01 15:52:00 PDT 2011" }
+{ "DataverseName": "Metadata", "DatasetName": "Nodegroup", "DataTypeName": "NodeGroupRecordType", "DatasetType": "INTERNAL", "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ "GroupName" ], "PrimaryKey": [ "GroupName" ], "GroupName": "MetadataGroup" }, "ExternalDetails": null, "Timestamp": "Tue Sep 06 09:29:34 PDT 2011" }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/results/metadata_datatype.adm b/asterix-app/src/test/resources/metadata/results/metadata_datatype.adm
new file mode 100644
index 0000000..1ae69c3
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/results/metadata_datatype.adm
@@ -0,0 +1,49 @@
+{ "DataverseName": "Metadata", "DatatypeName": "DatasetRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "DataverseName", "FieldType": "string" }, { "FieldName": "DatasetName", "FieldType": "string" }, { "FieldName": "DataTypeName", "FieldType": "string" }, { "FieldName": "DatasetType", "FieldType": "string" }, { "FieldName": "InternalDetails", "FieldType": "Field_InternalDetails_in_DatasetRecordType" }, { "FieldName": "ExternalDetails", "FieldType": "Field_ExternalDetails_in_DatasetRecordType" }, { "FieldName": "Timestamp", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Tue Sep 06 08:42:36 PDT 2011" }
+{ "DataverseName": "Metadata", "DatatypeName": "DatatypeRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "DataverseName", "FieldType": "string" }, { "FieldName": "DatatypeName", "FieldType": "string" }, { "FieldName": "Derived", "FieldType": "Field_Derived_in_DatatypeRecordType" }, { "FieldName": "Timestamp", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "DataverseRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "DataverseName", "FieldType": "string" }, { "FieldName": "DataFormat", "FieldType": "string" }, { "FieldName": "Timestamp", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_Derived_in_DatatypeRecordType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "Type_#1_UnionType_Field_Derived_in_DatatypeRecordType" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_EnumValues_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "Type_#1_UnionType_Field_EnumValues_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }\
+{ "DataverseName": "Metadata", "DatatypeName": "Field_ExternalDetails_in_DatasetRecordType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "Type_#1_UnionType_Field_ExternalDetails_in_DatasetRecordType" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Wed Sep 07 15:54:21 PDT 2011" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_Fields_in_Type_#1_UnionType_Field_Record_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "Field_Fields_in_Type_#1_UnionType_Field_Record_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType_ItemType" }, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_Fields_in_Type_#1_UnionType_Field_Record_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType_ItemType", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "FieldName", "FieldType": "string" }, { "FieldName": "FieldType", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_InternalDetails_in_DatasetRecordType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "Type_#1_UnionType_Field_InternalDetails_in_DatasetRecordType" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Wed Sep 07 19:02:47 PDT 2011" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_NodeNames_in_NodeGroupRecordType", "Derived": { "Tag": "UNORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": "string", "OrderedList": null }, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_NodeStores_in_NodeRecordType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "string" }, "Timestamp": "Mon Sep 12 16:56:20 PDT 2011" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_OrderedList_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "string" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_PartitioningKey_in_Type_#1_UnionType_Field_InternalDetails_in_DatasetRecordType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "string" }, "Timestamp": "Wed Sep 07 19:03:39 PDT 2011" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_PrimaryKey_in_Type_#1_UnionType_Field_InternalDetails_in_DatasetRecordType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "string" }, "Timestamp": "Wed Sep 07 19:11:05 PDT 2011" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_Properties_in_Type_#1_UnionType_Field_ExternalDetails_in_DatasetRecordType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "Field_Properties_in_Type_#1_UnionType_Field_ExternalDetails_in_DatasetRecordType_ItemType" }, "Timestamp": "Wed Sep 07 19:25:06 PDT 2011" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_Properties_in_Type_#1_UnionType_Field_ExternalDetails_in_DatasetRecordType_ItemType", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "Name", "FieldType": "string" }, { "FieldName": "Value", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Wed Sep 07 19:15:49 PDT 2011" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_Record_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "Type_#1_UnionType_Field_Record_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_SearchKey_in_IndexRecordType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "string" }, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_Splits_in_Type_#1_UnionType_Field_ExternalDetails_in_DatasetRecordType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "Field_Splits_in_Type_#1_UnionType_Field_ExternalDetails_in_DatasetRecordType_ItemType" }, "Timestamp": "Wed Sep 07 19:27:12 PDT 2011" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_Splits_in_Type_#1_UnionType_Field_ExternalDetails_in_DatasetRecordType_ItemType", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "NodeName", "FieldType": "string" }, { "FieldName": "FileName", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Wed Sep 07 19:27:59 PDT 2011" }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_Union_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "Type_#1_UnionType_Field_Union_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "Field_UnorderedList_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType", "Derived": { "Tag": "UNION", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": [ "null", "string" ], "UnorderedList": null, "OrderedList": null }, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "IndexRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "DataverseName", "FieldType": "string" }, { "FieldName": "DatasetName", "FieldType": "string" }, { "FieldName": "IndexName", "FieldType": "string" }, { "FieldName": "IndexStructure", "FieldType": "string" }, { "FieldName": "SearchKey", "FieldType": "Field_SearchKey_in_IndexRecordType" }, { "FieldName": "Timestamp", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "NodeGroupRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "GroupName", "FieldType": "string" }, { "FieldName": "NodeNames", "FieldType": "Field_NodeNames_in_NodeGroupRecordType" }, { "FieldName": "Timestamp", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "NodeRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "NodeName", "FieldType": "string" }, { "FieldName": "NumberOfCores", "FieldType": "int32" }, { "FieldName": "WorkingMemorySize", "FieldType": "int32" }, { "FieldName": "NodeStores", "FieldType": "Field_NodeStores_in_NodeRecordType" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Mon Sep 12 16:58:48 PDT 2011" }
+{ "DataverseName": "Metadata", "DatatypeName": "Type_#1_UnionType_Field_Derived_in_DatatypeRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "Tag", "FieldType": "string" }, { "FieldName": "IsAnonymous", "FieldType": "boolean" }, { "FieldName": "EnumValues", "FieldType": "Field_EnumValues_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType" }, { "FieldName": "Record", "FieldType": "Field_Record_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType" }, { "FieldName": "Union", "FieldType": "Field_Union_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType" }, { "FieldName": "UnorderedList", "FieldType": "Field_UnorderedList_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType" }, { "FieldName": "OrderedList", "FieldType": "Field_OrderedList_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "Type_#1_UnionType_Field_EnumValues_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "string" }, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "Type_#1_UnionType_Field_ExternalDetails_in_DatasetRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "Adapter", "FieldType": "string" }, { "FieldName": "HdfsPath", "FieldType": "string" }, { "FieldName": "Splits", "FieldType": "Field_Splits_in_Type_#1_UnionType_Field_ExternalDetails_in_DatasetRecordType" }, { "FieldName": "Properties", "FieldType": "Field_Properties_in_Type_#1_UnionType_Field_ExternalDetails_in_DatasetRecordType" }, { "FieldName": "IsAtHdfs", "FieldType": "boolean" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Wed Sep 07 19:28:39 PDT 2011" }
+{ "DataverseName": "Metadata", "DatatypeName": "Type_#1_UnionType_Field_InternalDetails_in_DatasetRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "FileStructure", "FieldType": "string" }, { "FieldName": "PartitioningStrategy", "FieldType": "string" }, { "FieldName": "PartitioningKey", "FieldType": "Field_PartitioningKey_in_Type_#1_UnionType_Field_InternalDetails_in_DatasetRecordType" }, { "FieldName": "PrimaryKey", "FieldType": "Field_PrimaryKey_in_Type_#1_UnionType_Field_InternalDetails_in_DatasetRecordType" }, { "FieldName": "GroupName", "FieldType": "string" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Wed Sep 07 19:29:41 PDT 2011" }
+{ "DataverseName": "Metadata", "DatatypeName": "Type_#1_UnionType_Field_Record_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "EnumValues": null, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "IsOpen", "FieldType": "boolean" }, { "FieldName": "Fields", "FieldType": "Field_Fields_in_Type_#1_UnionType_Field_Record_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType" } ] }, "Union": null, "UnorderedList": null, "OrderedList": null }, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "Type_#1_UnionType_Field_Union_in_Type_#1_UnionType_Field_Derived_in_DatatypeRecordType", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "EnumValues": null, "Record": null, "Union": null, "UnorderedList": null, "OrderedList": "string" }, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "boolean", "Derived": null, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "circle", "Derived": null, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "date", "Derived": null, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "datetime", "Derived": null, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "double", "Derived": null, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "duration", "Derived": null, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "float", "Derived": null, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "int16", "Derived": null, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "int32", "Derived": null, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "int64", "Derived": null, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "int8", "Derived": null, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "line2d", "Derived": null, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "null", "Derived": null, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "point2d", "Derived": null, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "point3d", "Derived": null, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "polygon2d", "Derived": null, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "string", "Derived": null, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
+{ "DataverseName": "Metadata", "DatatypeName": "time", "Derived": null, "Timestamp": "Sun May 08 16:32:43 PDT 2011"  }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/results/metadata_dataverse.adm b/asterix-app/src/test/resources/metadata/results/metadata_dataverse.adm
new file mode 100644
index 0000000..e7e194f
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/results/metadata_dataverse.adm
@@ -0,0 +1 @@
+{ "DataverseName": "Metadata", "DataFormat": "edu.uci.ics.asterix.runtime.formats.NonTaggedDataFormat", "Timestamp": "Tue Sep 06 09:27:54 PDT 2011" }
diff --git a/asterix-app/src/test/resources/metadata/results/metadata_index.adm b/asterix-app/src/test/resources/metadata/results/metadata_index.adm
new file mode 100644
index 0000000..a800f08
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/results/metadata_index.adm
@@ -0,0 +1,9 @@
+{ "DataverseName": "Metadata", "DatasetName": "Dataset", "IndexName": "$Dataset", "IndexStructure": "BTREE", "SearchKey": [ "DataverseName", "DatasetName" ], "Timestamp": "Sun May 08 16:32:43 PDT 2011"}
+{ "DataverseName": "Metadata", "DatasetName": "Dataset", "IndexName": "DatatypeName", "IndexStructure": "BTREE", "SearchKey": [ "DataverseName", "DatatypeName", "DatasetName" ], "Timestamp": "Sun May 08 16:32:43 PDT 2011"}
+{ "DataverseName": "Metadata", "DatasetName": "Dataset", "IndexName": "GroupName", "IndexStructure": "BTREE", "SearchKey": [ "GroupName", "DataverseName", "DatasetName" ], "Timestamp": "Sun May 08 16:32:43 PDT 2011"}
+{ "DataverseName": "Metadata", "DatasetName": "Datatype", "IndexName": "$Datatype", "IndexStructure": "BTREE", "SearchKey": [ "DataverseName", "DatatypeName" ], "Timestamp": "Sun May 08 16:32:43 PDT 2011"}
+{ "DataverseName": "Metadata", "DatasetName": "Datatype", "IndexName": "DatatypeName", "IndexStructure": "BTREE", "SearchKey": [ "DataverseName", "NestedDatatypeName", "TopDatatypeName" ], "Timestamp": "Sun May 08 16:32:43 PDT 2011"}
+{ "DataverseName": "Metadata", "DatasetName": "Dataverse", "IndexName": "$Dataverse", "IndexStructure": "BTREE", "SearchKey": [ "DataverseName" ], "Timestamp": "Sun May 08 16:32:43 PDT 2011"}
+{ "DataverseName": "Metadata", "DatasetName": "Index", "IndexName": "$Index", "IndexStructure": "BTREE", "SearchKey": [ "DataverseName", "DatasetName", "IndexName" ], "Timestamp": "Sun May 08 16:32:43 PDT 2011"}
+{ "DataverseName": "Metadata", "DatasetName": "Node", "IndexName": "$Node", "IndexStructure": "BTREE", "SearchKey": [ "NodeName" ], "Timestamp": "Sun May 08 16:32:43 PDT 2011"}
+{ "DataverseName": "Metadata", "DatasetName": "Nodegroup", "IndexName": "$Nodegroup", "IndexStructure": "BTREE", "SearchKey": [ "GroupName" ], "Timestamp": "Sun May 08 16:32:43 PDT 2011"}
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/metadata/results/metadata_node.adm b/asterix-app/src/test/resources/metadata/results/metadata_node.adm
new file mode 100644
index 0000000..eaba201
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/results/metadata_node.adm
@@ -0,0 +1,2 @@
+{ "NodeName": "nc1", "NumberOfCores": 0, "WorkingMemorySize": 0, "NodeStores": [ "/tmp/nc1/" ] }
+{ "NodeName": "nc2", "NumberOfCores": 0, "WorkingMemorySize": 0, "NodeStores": [ "/tmp/nc2/" ] }
diff --git a/asterix-app/src/test/resources/metadata/results/metadata_nodegroup.adm b/asterix-app/src/test/resources/metadata/results/metadata_nodegroup.adm
new file mode 100644
index 0000000..d9e1bb0
--- /dev/null
+++ b/asterix-app/src/test/resources/metadata/results/metadata_nodegroup.adm
@@ -0,0 +1 @@
+{ "GroupName": "MetadataGroup", "NodeNames": {{ "nc1" }}, "Timestamp": "Tue Sep 06 17:10:32 PDT 2011" }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/misc/split01.aql b/asterix-app/src/test/resources/misc/split01.aql
new file mode 100644
index 0000000..46b2403
--- /dev/null
+++ b/asterix-app/src/test/resources/misc/split01.aql
@@ -0,0 +1,43 @@
+use dataverse demo1112;
+
+declare type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+
+declare type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+write output to nc1:"/tmp/split01.adm";
+
+let $os := for $o in dataset('Orders') return $o
+for $o1 in $os
+for $o2 in $os
+where $o1.cid = $o2.cid
+return { "o1": $o1.oid, "o2": $o2.oid, "cid": $o1.cid }
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/all-drop.aql b/asterix-app/src/test/resources/nontagged/custord/local/all-drop.aql
new file mode 100644
index 0000000..13a0414
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/all-drop.aql
@@ -0,0 +1,41 @@
+use dataverse demo1112;
+
+declare type ExampleType as open {
+  id: int32,
+  name: string,
+  age: float,
+  salary: double,
+  married: boolean,
+  interests: {{string}},
+  children: [string],
+  address: AddressType,
+  dob: date,
+  time: time,
+  datetime: datetime,
+  duration: duration,
+  location2d: point,
+  location3d: point3d,
+  line: line,
+  polygon: polygon
+  
+  // ?
+  
+  // binary
+  // union
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset All(ExampleType)
+  partitioned by key id on group1;
+
+drop dataset All;
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/all-load.aql b/asterix-app/src/test/resources/nontagged/custord/local/all-load.aql
new file mode 100644
index 0000000..73fa096
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/all-load.aql
@@ -0,0 +1,42 @@
+use dataverse demo1112;
+
+declare type ExampleType as open {
+  id: int32,
+  name: string,
+  age: float,
+  salary: double,
+  married: boolean,
+  interests: {{string}},
+  children: [string],
+  address: AddressType,
+  dob: date,
+  time: time,
+  datetime: datetime,
+  duration: duration,
+  location2d: point,
+  location3d: point3d,
+  line: line,
+  polygon: polygon
+  
+  // ?
+  
+  // binary
+  // union
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset All(ExampleType)
+  partitioned by key id on group1;
+
+load dataset All from nc1:"/home/yasser/Dropbox/Research/data/allData.json";
+
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/all-scan.aql b/asterix-app/src/test/resources/nontagged/custord/local/all-scan.aql
new file mode 100644
index 0000000..7006eb4
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/all-scan.aql
@@ -0,0 +1,55 @@
+use dataverse demo1112;
+
+declare type ExampleType as open {
+  id: int32,
+  name: string,
+  age: float,
+  salary: double,
+  married: boolean,
+  interests: {{string}},
+  children: [string],
+  address: AddressType,
+  dob: date,
+  time: time,
+  datetime: datetime,
+  duration: duration,
+  location2d: point,
+  location3d: point3d,
+  line: line,
+  polygon: polygon
+  
+  // ?
+  
+  // binary
+  // union
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset All(ExampleType)
+  partitioned by key id on group1;
+  
+write output to nc1:"/home/yasser/Dropbox/Research/data/results/result_all_3.adm";
+
+
+for $o in dataset('All')
+return $o
+
+
+/*
+for $o in dataset('Orders')
+let $c1 := int8("80")
+let $c2 := int16("160")
+let $c3 := int32("320")
+let $c4 := int64("640")
+return {"int8": $c1,"int16": $c2,"int32": $c3, "int8co": $o.int8co, "int64": $c4}
+*/
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/cust-drop.aql b/asterix-app/src/test/resources/nontagged/custord/local/cust-drop.aql
new file mode 100644
index 0000000..b6a1913
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/cust-drop.aql
@@ -0,0 +1,28 @@
+use dataverse demo1112;
+
+declare type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  budget: int32,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string?,
+  city: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+drop dataset Customers;
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/cust-load.aql b/asterix-app/src/test/resources/nontagged/custord/local/cust-load.aql
new file mode 100644
index 0000000..fb57584
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/cust-load.aql
@@ -0,0 +1,24 @@
+use dataverse metadata;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+write output to nc1:"/home/yasser/Dropbox/metadata.adm";
+
+
+declare type DataverseType as open {
+dataverseName : string,
+DataverseInfo : {
+	CreatedOn: string,
+	Comments : string 
+				}
+}
+
+
+declare nodegroup group1 on nc1;
+
+declare dataset Dataverse(DataverseType)
+  partitioned by key dataverseName on group1;        
+      
+for $c in dataset('Dataverse')
+return $c
+
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/cust-q1.aql b/asterix-app/src/test/resources/nontagged/custord/local/cust-q1.aql
new file mode 100644
index 0000000..bc7ac1f
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/cust-q1.aql
@@ -0,0 +1,33 @@
+use dataverse demo1112;
+
+declare type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  budget: int32,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+write output to nc1:"/home/yasser/Dropbox/Research/data/results/result_cust_q1.adm";
+
+for $c in dataset('Customers')
+let $rec := { "budget":$c.budget, "budget+5": $c.budget+5, "budget-5": $c.budget -5, "budget*5": $c.budget*5, "budget/5": $c.budget/ 5, "-budget": -$c.budget}
+where $c.cid >= int32("3") 
+return { "id": $c.cid, "custname":$c.name, "age" : $c.age, "MathBudget": $rec }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/cust-scan.aql b/asterix-app/src/test/resources/nontagged/custord/local/cust-scan.aql
new file mode 100644
index 0000000..a54197f
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/cust-scan.aql
@@ -0,0 +1,44 @@
+use dataverse demo1112;
+
+declare type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  budget: int32,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+
+write output to nc1:"/home/yasser/Dropbox/Research/data/results/result_cust_3.adm";
+
+for $c in dataset('Customers')
+return $c
+
+
+/*
+for $c in dataset('Customers')
+let $c1 := int8("80")
+let $c2 := int16("160")
+let $c3 := int32("320")
+let $c4 := int64("640")
+let $c5 := float("-80.20")
+let $c6 := double("-20.56")
+return {"id": $c.cid, "int8": $c1,"int16": $c2,"int32": $c3, "int64": $c4, "float": $c5, "double": $c6}
+*/
+
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/emp-drop.aql b/asterix-app/src/test/resources/nontagged/custord/local/emp-drop.aql
new file mode 100644
index 0000000..22230c1
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/emp-drop.aql
@@ -0,0 +1,29 @@
+use dataverse demo1112;
+
+declare type EmpType as open {
+  cid: int32, 
+  name: string,
+  address: {
+  number: int32, 
+  street: string,
+  city: string
+   },
+  age: int32?,
+  interests: {{string}},
+  children: [string]
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Emp(EmpType) 
+  partitioned by key cid on group1;
+
+drop dataset Emp;
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/emp-load.aql b/asterix-app/src/test/resources/nontagged/custord/local/emp-load.aql
new file mode 100644
index 0000000..c0cbfc3
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/emp-load.aql
@@ -0,0 +1,25 @@
+use dataverse demo1112;
+
+declare type EmpType as open {
+  cid: int32, 
+  name: string,
+  address: {
+  number: int32, 
+  street: string,
+  city: string
+   },
+  age: int32?,
+  interests: {{string}},
+  children: [string]
+}
+
+
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Emp(EmpType) 
+  partitioned by key cid on group1;
+
+load dataset Emp from nc1:"/home/yasser/Dropbox/Research/data/EmpData.json";
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/emp-q1.aql b/asterix-app/src/test/resources/nontagged/custord/local/emp-q1.aql
new file mode 100644
index 0000000..20b83f7
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/emp-q1.aql
@@ -0,0 +1,60 @@
+use dataverse demo1112;
+
+declare type EmpType as open {
+  cid: int32, 
+  name: string,
+  address: {
+  number: int32, 
+  street: string,
+  city: string
+   },
+  age: int32?,
+  interests: {{string}},
+  children: [string]
+}
+
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Emp(EmpType) 
+  partitioned by key cid on group1;
+
+write output to nc1:"/home/yasser/Dropbox/Research/data/results/result_emp_q1.adm";
+
+/*
+for $o in dataset('Emp')
+let $l1 := [$o.total, $o.lastorder] // work  
+let $l2 := [ $l1[0], $l1[1]]
+let $l3 := <$o.total, $o.lastorder> // work  
+let $l4 := < $o.children[0], $o.children[1]>
+return { "list1": $l1, "list2": $l2, "list3": $l3, "list4": $l4}
+*/
+/*
+for $o in dataset('Emp')
+
+return { "list0": $l3, "list1": $l7}
+*/
+
+// this query works
+
+for $o in dataset('Emp')
+let $l1 := [$o.cid, $o.name] // work
+let $l2 := [$o.cid , $o.lastorder, $o.name, $o.address, $o.total, $l1, $l1[0], $l1[1]] // work 
+let $l3 := [$o.cid, $l2[5], $l2[6], $l2[7], $o.lastorder]
+return { "list0": $o.children, "list1": $l1, "list2": $l2, "list3": $l3}
+
+
+//for $o in dataset('Emp')
+//let $l0 := [$o.cid, $o.cid] // work 
+//let $l1 := [$o.openlist, $o.total] // work
+//let $l2 := [$o.cid, $o.name] // work
+//let $l3 := [$o.cid, $o.total] // work 
+//let $l4 := [$o.cid , $o.total, $o.lastorder] // work 
+//let $l5 := [$o.cid , $o.lastorder, $o.total] // work 
+//let $l6 := [$o.cid , $o.lastorder, $o.name, $o.address, $o.total, $l2, $l2[0], $l2[1]] // work 
+//let $l7 := [$o.cid, $l6[0], $o.lastorder]
+//return { "list": $l7, "list2": $l6}
+//return { "list": $l0, "list1": $l1}
+//return { "custname":$o.name, "children" : $o.children, "firstChild": $o.children[0] ,  "secondChild": $o.children[1], "interests": $o.interests}
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/emp-scan.aql b/asterix-app/src/test/resources/nontagged/custord/local/emp-scan.aql
new file mode 100644
index 0000000..df903bf
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/emp-scan.aql
@@ -0,0 +1,28 @@
+use dataverse demo1112;
+
+declare type EmpType as open {
+  cid: int32, 
+  name: string,
+  address: {
+  number: int32, 
+  street: string,
+  city: string
+   },
+  age: int32?,
+  interests: {{string}},
+  children: [string]
+}
+
+
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Emp(EmpType) 
+  partitioned by key cid on group1;
+
+write output to nc1:"/home/yasser/Dropbox/Research/data/results/result_emp_3.adm";
+
+for $c in dataset('Emp')
+return $c
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/join-01.aql b/asterix-app/src/test/resources/nontagged/custord/local/join-01.aql
new file mode 100644
index 0000000..d5a32f5
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/join-01.aql
@@ -0,0 +1,46 @@
+use dataverse demo1112;
+
+declare type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  budget: int32,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+
+declare type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float,
+  hoList: [int32]
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+write output to nc1:"/home/yasser/Dropbox/Research/data/results/result_join_1.adm";
+
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+ where $c.cid = $o.cid 
+return {"cust":$c.name, "custage": $c.age, "ordertot":$o.total, "ordertot":[$o.oid, $o.cid], "unordertot":{{$o.oid, $o.cid}}} 
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/join-02.aql b/asterix-app/src/test/resources/nontagged/custord/local/join-02.aql
new file mode 100644
index 0000000..9b5caf1
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/join-02.aql
@@ -0,0 +1,51 @@
+use dataverse demo1112;
+
+declare type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  budget: int32,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+
+declare type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float,
+  hoList: [int32]
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+write output to nc1:"/home/yasser/Dropbox/Research/data/results/result_join_2.adm";
+
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+let $d := [$o.oid, $c.age, $o.cid]
+// let $d := [$c.age, $o.oid, $o.cid] try this one
+where $c.cid = $o.cid
+//return {"cust":$c.name } 
+return {"cust":$c.name, "list": $d } 
+
+//return {"cust":$c.name, "custage": d[0], "orderid":d[1], "ordertotal":d[2]} 
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/join-03.aql b/asterix-app/src/test/resources/nontagged/custord/local/join-03.aql
new file mode 100644
index 0000000..bff863c
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/join-03.aql
@@ -0,0 +1,48 @@
+use dataverse demo1112;
+
+declare type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  budget: int32,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+declare type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+
+declare type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float,
+  hoList: [int32]
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+write output to nc1:"/home/yasser/Dropbox/Research/data/results/result_join_3.adm";
+
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+//let $d := [$c.age, $o.oid, $o.total]
+let $d := [$o.oid, $c.age, $o.cid]
+where $c.cid = $o.cid 
+return {"cust":$c.name, "list": $d, "field1": $d[0], "field2": $d[1], "field3": $d[2]}
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/numeric-drop.aql b/asterix-app/src/test/resources/nontagged/custord/local/numeric-drop.aql
new file mode 100644
index 0000000..b82bf84
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/numeric-drop.aql
@@ -0,0 +1,20 @@
+use dataverse demo1112;
+
+declare type ExampleType as open {
+  id: int32,
+  int8Field: int8,
+  int16Field: int16,
+  int32Field: int32,
+  int64Field: int64,
+  floatField: float,
+  doubleField: double
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Numeric(ExampleType)
+  partitioned by key id on group1;
+  
+drop dataset Numeric;
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/numeric-load.aql b/asterix-app/src/test/resources/nontagged/custord/local/numeric-load.aql
new file mode 100644
index 0000000..5a7f162
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/numeric-load.aql
@@ -0,0 +1,22 @@
+use dataverse demo1112;
+
+declare type ExampleType as open {
+  id: int32,
+  int8Field: int8,
+  int16Field: int16,
+  int32Field: int32,
+  int64Field: int64,
+  floatField: float,
+  doubleField: double
+}
+
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Numeric(ExampleType)
+  partitioned by key id on group1;
+
+load dataset Numeric from nc1:"/home/yasser/Dropbox/Research/data/numericData.json";
+
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/numeric-scan.aql b/asterix-app/src/test/resources/nontagged/custord/local/numeric-scan.aql
new file mode 100644
index 0000000..ec60095
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/numeric-scan.aql
@@ -0,0 +1,24 @@
+use dataverse demo1112;
+
+declare type ExampleType as open {
+  id: int32,
+  int8Field: int8,
+  int16Field: int16,
+  int32Field: int32,
+  int64Field: int64,
+  floatField: float,
+  doubleField: double
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Numeric(ExampleType)
+  partitioned by key id on group1;
+  
+write output to nc1:"/home/yasser/Dropbox/Research/data/results/result_numeric_3.adm";
+
+
+for $o in dataset('Numeric')
+return $o
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/ord-drop.aql b/asterix-app/src/test/resources/nontagged/custord/local/ord-drop.aql
new file mode 100644
index 0000000..fd68e70
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/ord-drop.aql
@@ -0,0 +1,20 @@
+use dataverse demo1112;
+
+declare type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float,
+  hoList: [int32]
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+drop dataset Orders;
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/ord-load.aql b/asterix-app/src/test/resources/nontagged/custord/local/ord-load.aql
new file mode 100644
index 0000000..fe1d61d
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/ord-load.aql
@@ -0,0 +1,20 @@
+use dataverse demo1112;
+
+declare type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float,
+  hoList: [int32]
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+load dataset Orders from nc1:"/home/yasser/Dropbox/Research/data/orderData.json";
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/ord-q1.aql b/asterix-app/src/test/resources/nontagged/custord/local/ord-q1.aql
new file mode 100644
index 0000000..97aa315
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/ord-q1.aql
@@ -0,0 +1,72 @@
+use dataverse demo1112;
+
+declare type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float,
+  hoList: [int32]
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+write output to nc1:"/home/yasser/Dropbox/Research/data/results/result_ord_q1.adm";
+
+
+
+
+
+// q5:
+for $o in dataset('Orders')
+let $n := embed-type($o.hoList)
+let $c1 := [$o.heList, $n]
+return { "orderid": $o.oid, "heterorderedlist": $c1}
+
+/*
+
+
+// test with empty lists and with accessors on unorderedlist or anytype
+// q3:
+for $o in dataset('Orders')
+let $r := $o.lastorder
+let $l := [$o.DOB, $o.orderstatus]
+////let $nf := $r.oid
+where $o.cid = int32("775")
+////return { "oid" : $o.oid, "loc":$o.loc, "line":$o.line, "ploygon":$o.poly, "year": year($o.DOB)}
+////return { "field1": $nf } // does not wrok
+return { "orderid": $o.oid, "ordertot":$o.total, "list": $l, "item1": $l[0], "item2": $l[1], "item3": $l[2], "record": $r, "favorite numbers": $o.favnumbers, "number1": $o.favnumbers[0], "number2": $o.favnumbers[1], "number3": $o.favnumbers[2], "number6": $o.favnumbers[5]  }
+
+
+// q4:
+for $o in dataset('Orders')
+let $r := $o.lastorder
+let $l := [$o.DOB, $o.orderstatus]
+////let $nf := $r.oid
+where $o.cid = int32("775")
+////return { "oid" : $o.oid, "loc":$o.loc, "line":$o.line, "ploygon":$o.poly, "year": year($o.DOB)}
+////return { "field1": $nf } // does not wrok
+return { "orderid": $o.oid, "ordertot":$o.total, "list": $l, "item1": $l[0], "item2": $l[1], "item3": $l[2], "record": $r, "favorite numbers": $o.favnumbers, "number1": $o.favnumbers[0], "number2": $o.favnumbers[1], "number3": $o.favnumbers[2], "number6": $o.favnumbers[5]  }
+
+
+// q5:
+for $a in [10.0, 20.0 ,30.0]
+return { "ith numbers": $a}
+
+// q6:
+let $list := [10.0, 20.0 ,30.0]
+for $a in $list
+return { "list": $list, "ith numbers": $a}
+
+// q7 
+for $o in dataset('Orders')
+let $list := $o.favnumbers
+for $a in $list
+return { "list": $list, "ith numbers": $a}
+*/
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/ord-scan.aql b/asterix-app/src/test/resources/nontagged/custord/local/ord-scan.aql
new file mode 100644
index 0000000..e7c5236
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/ord-scan.aql
@@ -0,0 +1,23 @@
+use dataverse demo1112;
+
+declare type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float,
+  hoList: [int32]
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+write output to nc1:"/home/yasser/Dropbox/Research/data/results/result_ord_3.adm";
+
+for $o in dataset('Orders')
+return $o
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/spatial-drop.aql b/asterix-app/src/test/resources/nontagged/custord/local/spatial-drop.aql
new file mode 100644
index 0000000..5e7b515
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/spatial-drop.aql
@@ -0,0 +1,19 @@
+use dataverse demo1112;
+
+declare type ExampleType as open {
+  id: int32,
+  point: point,
+  point3d: point3d,
+  line: line,
+  polygon: polygon
+}
+
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Spatial(ExampleType)
+  partitioned by key id on group1;
+
+drop dataset Spatial;
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/spatial-load.aql b/asterix-app/src/test/resources/nontagged/custord/local/spatial-load.aql
new file mode 100644
index 0000000..b36808a
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/spatial-load.aql
@@ -0,0 +1,20 @@
+use dataverse demo1112;
+
+declare type ExampleType as open {
+  id: int32,
+  point: point,
+  point3d: point3d,
+  line: line,
+  polygon: polygon
+}
+
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Spatial(ExampleType)
+  partitioned by key id on group1;
+
+load dataset Spatial from nc1:"/home/yasser/Dropbox/Research/data/spatialData.json";
+
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/spatial-scan.aql b/asterix-app/src/test/resources/nontagged/custord/local/spatial-scan.aql
new file mode 100644
index 0000000..e4faa16
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/spatial-scan.aql
@@ -0,0 +1,25 @@
+use dataverse demo1112;
+
+
+declare type ExampleType as open {
+  id: int32,
+  point: point,
+  point3d: point3d,
+  line: line,
+  polygon: polygon
+}
+
+
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Spatial(ExampleType)
+  partitioned by key id on group1;
+  
+write output to nc1:"/home/yasser/Dropbox/Research/data/results/result_spatial_3.adm";
+
+
+for $o in dataset('Spatial')
+return $o
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/temp-drop.aql b/asterix-app/src/test/resources/nontagged/custord/local/temp-drop.aql
new file mode 100644
index 0000000..80a86ac
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/temp-drop.aql
@@ -0,0 +1,18 @@
+use dataverse demo1112;
+
+declare type ExampleType as open {
+  id: int32,
+  dob: date,
+  time: time,
+  datetime: datetime,
+  duration: duration
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Temp(ExampleType)
+  partitioned by key id on group1;
+
+drop dataset Temp;
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/temp-load.aql b/asterix-app/src/test/resources/nontagged/custord/local/temp-load.aql
new file mode 100644
index 0000000..0400db1
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/temp-load.aql
@@ -0,0 +1,20 @@
+use dataverse demo1112;
+
+declare type ExampleType as open {
+  id: int32,
+  dob: date,
+  time: time,
+  datetime: datetime,
+  duration: duration
+}
+
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Temp(ExampleType)
+  partitioned by key id on group1;
+
+load dataset Temp from nc1:"/home/yasser/Dropbox/Research/data/tempData.json";
+
diff --git a/asterix-app/src/test/resources/nontagged/custord/local/temp-scan.aql b/asterix-app/src/test/resources/nontagged/custord/local/temp-scan.aql
new file mode 100644
index 0000000..8dc3cfa
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/custord/local/temp-scan.aql
@@ -0,0 +1,33 @@
+use dataverse demo1112;
+
+declare type ExampleType as open {
+  id: int32,
+  dob: date,
+  time: time,
+  datetime: datetime,
+  duration: duration
+}
+
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset Temp(ExampleType)
+  partitioned by key id on group1;
+  
+write output to nc1:"/home/yasser/Dropbox/Research/data/results/result_temp_3.adm";
+
+
+for $o in dataset('Temp')
+return $o
+
+
+/*
+for $o in dataset('Orders')
+let $c1 := int8("80")
+let $c2 := int16("160")
+let $c3 := int32("320")
+let $c4 := int64("640")
+return {"int8": $c1,"int16": $c2,"int32": $c3, "int8co": $o.int8co, "int64": $c4}
+*/
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/nontagged/tpch/local/alltables-loadAsOpen.aql b/asterix-app/src/test/resources/nontagged/tpch/local/alltables-loadAsOpen.aql
new file mode 100644
index 0000000..7847546
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/tpch/local/alltables-loadAsOpen.aql
@@ -0,0 +1,66 @@
+use dataverse tpch;
+
+declare type LineItemType as open {
+  l_orderkey: int32, 
+  l_linenumber: int32
+}
+
+declare type OrderType as open {
+  o_orderkey: int32
+}
+
+declare type CustomerType as open {
+  c_custkey: int32
+}
+
+declare type SupplierType as open {
+  s_suppkey: int32
+}
+
+declare type NationType as open {
+  n_nationkey: int32
+}
+
+declare type RegionType as open {
+  r_regionkey: int32
+}
+
+declare type PartType as open {
+  p_partkey: int32
+}
+
+declare type PartSuppType as open {
+  ps_partkey: int32, 
+  ps_suppkey: int32
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Regions(RegionType)
+  partitioned by key r_regionkey on group1;
+declare dataset Parts(PartType)
+  partitioned by key p_partkey on group1;
+declare dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+
+//load dataset LineItems from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/lineitem.json" pre-sorted;
+//load dataset Orders from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/orders.json" pre-sorted;
+//load dataset Customers from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/customer.json" pre-sorted;
+//load dataset Suppliers from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/supplier.json" pre-sorted;
+//load dataset Nations from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/nation.json" pre-sorted;
+//load dataset Regions from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/region.json" pre-sorted;
+//load dataset Parts from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/part.json" pre-sorted;
+//load dataset PartSupp from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/partsupp.json" pre-sorted;
+
diff --git a/asterix-app/src/test/resources/nontagged/tpch/local/alltablesAsopen-scan.aql b/asterix-app/src/test/resources/nontagged/tpch/local/alltablesAsopen-scan.aql
new file mode 100644
index 0000000..cd32ae0
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/tpch/local/alltablesAsopen-scan.aql
@@ -0,0 +1,115 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare type SupplierType as open {
+  s_suppkey: int32
+}
+
+declare type NationType as open {
+  n_nationkey: int32
+}
+
+declare type RegionType as open {
+  r_regionkey: int32
+}
+
+declare type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+declare type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Regions(RegionType)
+  partitioned by key r_regionkey on group1;
+declare dataset Parts(PartType)
+  partitioned by key p_partkey on group1;
+declare dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+
+write output to nc1:"/home/yasser/Desktop/result_scan.adm";
+
+//for $c in dataset('LineItems')
+//return $c
+//for $c in dataset('Orders')
+//return $c
+//for $c in dataset('Customers')
+//return $c
+//for $c in dataset('Suppliers')
+//return $c
+//for $c in dataset('Nations')
+//return $c
+for $c in dataset('Regions')
+return $c
+//for $c in dataset('Parts')
+//return $c
+//for $c in dataset('PartSupp')
+//return $c
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/nontagged/tpch/local/closedtables-drop.aql b/asterix-app/src/test/resources/nontagged/tpch/local/closedtables-drop.aql
new file mode 100644
index 0000000..e8c56c1
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/tpch/local/closedtables-drop.aql
@@ -0,0 +1,118 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+declare type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+declare type RegionType as closed {
+  r_regionkey: int32,
+  r_name: string,
+  r_comment: string
+}
+
+declare type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+declare type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Regions(RegionType)
+  partitioned by key r_regionkey on group1;
+declare dataset Parts(PartType)
+  partitioned by key p_partkey on group1;
+declare dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+
+drop dataset LineItems;
+//drop dataset Orders;
+//drop dataset Customers;
+//drop dataset Suppliers;
+//drop dataset Nations;
+//drop dataset Regions;
+//drop dataset Parts;
+//drop dataset PartSupp;
+
+
diff --git a/asterix-app/src/test/resources/nontagged/tpch/local/closedtables-load.aql b/asterix-app/src/test/resources/nontagged/tpch/local/closedtables-load.aql
new file mode 100644
index 0000000..9e05370
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/tpch/local/closedtables-load.aql
@@ -0,0 +1,117 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+declare type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+declare type RegionType as closed {
+  r_regionkey: int32,
+  r_name: string,
+  r_comment: string
+}
+
+declare type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+declare type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Regions(RegionType)
+  partitioned by key r_regionkey on group1;
+declare dataset Parts(PartType)
+  partitioned by key p_partkey on group1;
+declare dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+
+//load dataset LineItems from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/lineitem.json" pre-sorted;
+//load dataset Orders from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/orders.json" pre-sorted;
+//load dataset Customers from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/customer.json" pre-sorted;
+//load dataset Suppliers from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/supplier.json" pre-sorted;
+//load dataset Nations from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/nation.json" pre-sorted;
+//load dataset Regions from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/region.json" pre-sorted;
+//load dataset Parts from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/part.json" pre-sorted;
+load dataset PartSupp from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/partsupp.json" pre-sorted;
+
diff --git a/asterix-app/src/test/resources/nontagged/tpch/local/closedtables-q1.aql b/asterix-app/src/test/resources/nontagged/tpch/local/closedtables-q1.aql
new file mode 100644
index 0000000..441ac43
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/tpch/local/closedtables-q1.aql
@@ -0,0 +1,47 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+
+write output to nc1:"/home/yasser/Dropbox/Research/data/results/result_tpch_closed_1.adm";
+ 
+for $l in dataset('LineItems')
+where $l.l_shipdate <= '1998-09-02'
+group by $l_returnflag := $l.l_returnflag, $l_linestatus := $l.l_linestatus  
+  with $l
+order by $l_returnflag, $l_linestatus
+return {
+  "l_returnflag": $l_returnflag,
+  "l_linestatus": $l_linestatus,
+  "sum_qty": sum(for $i in $l return $i.l_quantity),
+  "sum_base_price": sum(for $i in $l return $i.l_extendedprice),
+  "sum_disc_price": sum(for $i in $l return $i.l_extendedprice * (1 - $i.l_discount)),
+  "sum_charge": sum(for $i in $l return $i.l_extendedprice * (1 - $i.l_discount) * (1 + $i.l_tax)),
+  "ave_qty": avg(for $i in $l return $i.l_quantity),  
+  "ave_price": avg(for $i in $l return $i.l_extendedprice),
+  "ave_disc": avg(for $i in $l return $i.l_discount),
+  "count_order": count($l)
+}  
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/nontagged/tpch/local/closedtables-q3.aql b/asterix-app/src/test/resources/nontagged/tpch/local/closedtables-q3.aql
new file mode 100644
index 0000000..e002ad9
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/tpch/local/closedtables-q3.aql
@@ -0,0 +1,80 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+write output to nc1:"/home/yasser/Dropbox/Research/data/results/result_tpch_closed_3.adm";
+
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+where
+  $c.c_mktsegment = 'BUILDING' and $c.c_custkey = $o.o_custkey 
+for $l in dataset('LineItems')
+where
+  $l.l_orderkey = $o.o_orderkey and
+  $o.o_orderdate < '1995-03-15' and $l.l_shipdate > '1995-03-15'
+group by $l_orderkey := $l.l_orderkey, $o_orderdate := $o.o_orderdate, $o_shippriority := $o.o_shippriority
+  with $l
+let $revenue := sum (
+  for $i in $l 
+  return 
+    $i.l_extendedprice * (1 - $i.l_discount)
+)
+order by $revenue desc, $o_orderdate
+limit 10
+return {  
+  "l_orderkey": $l_orderkey,
+  "revenue": $revenue,
+  "o_orderdate": $o_orderdate,
+  "o_shippriority": $o_shippriority 
+}
diff --git a/asterix-app/src/test/resources/nontagged/tpch/local/closedtables-q5.aql b/asterix-app/src/test/resources/nontagged/tpch/local/closedtables-q5.aql
new file mode 100644
index 0000000..ceca8cd
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/tpch/local/closedtables-q5.aql
@@ -0,0 +1,119 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+declare type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+declare type RegionType as closed {
+  r_regionkey: int32,
+  r_name: string,
+  r_comment: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Regions(RegionType)
+  partitioned by key r_regionkey on group1;
+  
+write output to nc1:"/home/yasser/Dropbox/Research/data/results/result_tpch_closed_5.adm";
+
+
+for $c in dataset('Customers')
+for $o1 in 
+(  for $o in dataset('Orders')
+   for $l1 in (
+     for $l in dataset('LineItems')
+     for $s1 in 
+     (  for $s in dataset('Suppliers')
+        for $n1 in 
+        (  for $n in dataset('Nations')
+           for $r in dataset('Regions')
+             where $n.n_regionkey = $r.r_regionkey and $r.r_name = 'ASIA'
+           return 
+              {"n_name": $n.n_name, "n_nationkey": $n.n_nationkey}  )
+        where $s.s_nationkey = $n1.n_nationkey
+        return 
+           { "n_name": $n1.n_name, "s_suppkey": $s.s_suppkey, "s_nationkey": $s.s_nationkey }  )
+     where $l.l_suppkey = $s1.s_suppkey      
+     return 
+        { "n_name": $s1.n_name, "l_extendedprice": $l.l_extendedprice, "l_discount": $l.l_discount, "l_orderkey": $l.l_orderkey, "s_nationkey": $s1.s_nationkey }  )
+   where $l1.l_orderkey = $o.o_orderkey and $o.o_orderdate >= '1994-01-01' and $o.o_orderdate < '1995-01-01'
+   return 
+     { "n_name": $l1.n_name, "l_extendedprice": $l1.l_extendedprice, "l_discount": $l1.l_discount, "s_nationkey": $l1.s_nationkey, "o_custkey": $o.o_custkey }  )
+where $c.c_nationkey = $o1.s_nationkey and $c.c_custkey = $o1.o_custkey     
+group by $n_name := $o1.n_name with $o1
+let $revenue := sum (
+  for $i in $o1 
+  return 
+    $i.l_extendedprice * (1 - $i.l_discount)
+)
+order by $revenue desc
+return 
+  { "n_name": $n_name, "revenue": $revenue }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/nontagged/tpch/local/closedtables-q9.aql b/asterix-app/src/test/resources/nontagged/tpch/local/closedtables-q9.aql
new file mode 100644
index 0000000..2586561
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/tpch/local/closedtables-q9.aql
@@ -0,0 +1,129 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+
+declare type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+declare type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+declare type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+declare type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Parts(PartType)
+  partitioned by key p_partkey on group1;
+declare dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+  
+write output to nc1:"/home/yasser/Dropbox/Research/data/results/result_tpch_closed_9.adm";
+
+                
+for $profit in 
+(  for $o in dataset('Orders')
+   for $l3 in 
+   (  for $p in dataset('Parts')
+      for $l2 in 
+      (  for $ps in dataset('PartSupp')
+         for $l1 in 
+        (  for $s1 in
+            (  for $s in dataset('Suppliers')
+               for $n in dataset('Nations')
+               where $n.n_nationkey = $s.s_nationkey
+               return 
+                 { "s_suppkey": $s.s_suppkey, "n_name": $n.n_name}  )
+            for $l in dataset('LineItems')
+            where $s1.s_suppkey = $l.l_suppkey       
+            return 
+              { "l_suppkey": $l.l_suppkey, "l_extendedprice": $l.l_extendedprice, "l_discount": $l.l_discount,
+                "l_quantity": $l.l_quantity, "l_partkey": $l.l_partkey, "l_orderkey": $l.l_orderkey, "n_name": $s1.n_name } )
+         where $ps.ps_suppkey = $l1.l_suppkey and $ps.ps_partkey = $l1.l_partkey       
+         return 
+           { "l_extendedprice": $l1.l_extendedprice, "l_discount": $l1.l_discount, "l_quantity": $l1.l_quantity, 
+             "l_partkey": $l1.l_partkey, "l_orderkey": $l1.l_orderkey, "n_name": $l1.n_name, "ps_supplycost": $ps.ps_supplycost }  )
+      where contains($p.p_name, 'green') and $p.p_partkey = $l2.l_partkey    
+      return 
+        { "l_extendedprice": $l2.l_extendedprice, "l_discount": $l2.l_discount, "l_quantity": $l2.l_quantity, 
+          "l_orderkey": $l2.l_orderkey, "n_name": $l2.n_name, "ps_supplycost": $l2.ps_supplycost  }  )
+   where $o.o_orderkey = $l3.l_orderkey
+   let $amount := $l3.l_extendedprice * (1 - $l3.l_discount) -  $l3.ps_supplycost * $l3.l_quantity 
+   let $o_year := year($o.o_orderdate)
+   return 
+     { "nation": $l3.n_name, "o_year": $o_year, "amount": $amount }  )
+ group by $nation := $profit.nation, $o_year := $profit.o_year with $profit
+ order by $nation, $o_year desc
+ return 
+   { "nation": $nation, 
+     "o_year": $o_year, 
+      "sum_profit": sum( for $pr in $profit return $pr.amount )  }    
+   
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/nontagged/tpch/local/closedtables-scan.aql b/asterix-app/src/test/resources/nontagged/tpch/local/closedtables-scan.aql
new file mode 100644
index 0000000..f4f50b1
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/tpch/local/closedtables-scan.aql
@@ -0,0 +1,126 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+declare type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+declare type RegionType as closed {
+  r_regionkey: int32,
+  r_name: string,
+  r_comment: string
+}
+
+declare type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+declare type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Regions(RegionType)
+  partitioned by key r_regionkey on group1;
+declare dataset Parts(PartType)
+  partitioned by key p_partkey on group1;
+declare dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+
+write output to nc1:"/home/yasser/Desktop/result_scan.adm";
+
+//for $c in dataset('LineItems')
+//return $c
+//for $c in dataset('Orders')
+//return $c
+for $c in dataset('Customers')
+return $c
+//for $c in dataset('Suppliers')
+//return $c
+//for $c in dataset('Nations')
+//return $c
+//for $c in dataset('Regions')
+//return $c
+//for $c in dataset('Parts')
+//return $c
+//for $c in dataset('PartSupp')
+//return $c
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/nontagged/tpch/local/opentables-drop.aql b/asterix-app/src/test/resources/nontagged/tpch/local/opentables-drop.aql
new file mode 100644
index 0000000..06d352c
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/tpch/local/opentables-drop.aql
@@ -0,0 +1,67 @@
+use dataverse tpch;
+
+declare type LineItemType as open {
+  l_orderkey: int32, 
+  l_linenumber: int32
+}
+
+declare type OrderType as open {
+  o_orderkey: int32
+}
+
+declare type CustomerType as open {
+  c_custkey: int32
+}
+
+declare type SupplierType as open {
+  s_suppkey: int32
+}
+
+declare type NationType as open {
+  n_nationkey: int32
+}
+
+declare type RegionType as open {
+  r_regionkey: int32
+}
+
+declare type PartType as open {
+  p_partkey: int32
+}
+
+declare type PartSuppType as open {
+  ps_partkey: int32, 
+  ps_suppkey: int32 
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Regions(RegionType)
+  partitioned by key r_regionkey on group1;
+declare dataset Parts(PartType)
+  partitioned by key p_partkey on group1;
+declare dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+
+drop dataset LineItems;
+//drop dataset Orders;
+//drop dataset Customers;
+//drop dataset Suppliers;
+//drop dataset Nations;
+//drop dataset Regions;
+//drop dataset Parts;
+//drop dataset PartSupp;
+
+
diff --git a/asterix-app/src/test/resources/nontagged/tpch/local/opentables-load.aql b/asterix-app/src/test/resources/nontagged/tpch/local/opentables-load.aql
new file mode 100644
index 0000000..4241366
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/tpch/local/opentables-load.aql
@@ -0,0 +1,66 @@
+use dataverse tpch;
+
+declare type LineItemType as open {
+  l_orderkey: int32, 
+  l_linenumber: int32
+}
+
+declare type OrderType as open {
+  o_orderkey: int32
+}
+
+declare type CustomerType as open {
+  c_custkey: int32
+}
+
+declare type SupplierType as open {
+  s_suppkey: int32
+}
+
+declare type NationType as open {
+  n_nationkey: int32
+}
+
+declare type RegionType as open {
+  r_regionkey: int32
+}
+
+declare type PartType as open {
+  p_partkey: int32
+}
+
+declare type PartSuppType as open {
+  ps_partkey: int32, 
+  ps_suppkey: int32 
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Regions(RegionType)
+  partitioned by key r_regionkey on group1;
+declare dataset Parts(PartType)
+  partitioned by key p_partkey on group1;
+declare dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+
+//load dataset LineItems from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/lineitem.json" pre-sorted;
+//load dataset Orders from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/orders.json" pre-sorted;
+//load dataset Customers from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/customer.json" pre-sorted;
+//load dataset Suppliers from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/supplier.json" pre-sorted;
+//load dataset Nations from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/nation.json" pre-sorted;
+//load dataset Regions from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/region.json" pre-sorted;
+//load dataset Parts from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/part.json" pre-sorted;
+load dataset PartSupp from nc1:"/home/yasser/Dropbox/Research/data/tpch_data/alldata/jsonformat/partsupp.json" pre-sorted;
+
diff --git a/asterix-app/src/test/resources/nontagged/tpch/local/opentables-q1.aql b/asterix-app/src/test/resources/nontagged/tpch/local/opentables-q1.aql
new file mode 100644
index 0000000..ec5e202
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/tpch/local/opentables-q1.aql
@@ -0,0 +1,33 @@
+use dataverse tpch;
+
+declare type LineItemType as open {
+  l_orderkey: int32, 
+  l_linenumber: int32
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+
+write output to nc1:"/home/yasser/Dropbox/Research/data/results/result_tpch_open_1.adm";
+
+for $l in dataset('LineItems')
+where $l.l_shipdate <= '1998-09-02'
+group by $l_returnflag := $l.l_returnflag, $l_linestatus := $l.l_linestatus  
+  with $l
+order by $l_returnflag, $l_linestatus
+return {
+  "l_returnflag": $l_returnflag,
+  "l_linestatus": $l_linestatus,
+  "sum_qty": sum(for $i in $l return $i.l_quantity),
+  "sum_base_price": sum(for $i in $l return $i.l_extendedprice),
+  "sum_disc_price": sum(for $i in $l return $i.l_extendedprice * (1 - $i.l_discount)),
+  "sum_charge": sum(for $i in $l return $i.l_extendedprice * (1 - $i.l_discount) * (1 + $i.l_tax)),
+  "ave_qty": avg(for $i in $l return $i.l_quantity),  
+  "ave_price": avg(for $i in $l return $i.l_extendedprice),
+  "ave_disc": avg(for $i in $l return $i.l_discount),
+  "count_order": count($l)
+}  
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/nontagged/tpch/local/opentables-q3.aql b/asterix-app/src/test/resources/nontagged/tpch/local/opentables-q3.aql
new file mode 100644
index 0000000..921cea6
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/tpch/local/opentables-q3.aql
@@ -0,0 +1,51 @@
+use dataverse tpch;
+
+declare type LineItemType as open {
+  l_orderkey: int32, 
+  l_linenumber: int32
+}
+
+declare type OrderType as open {
+  o_orderkey: int32
+}
+
+declare type CustomerType as open {
+  c_custkey: int32
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+write output to nc1:"/home/yasser/Dropbox/Research/data/results/result_tpch_open_3.adm";
+
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+where
+  $c.c_mktsegment = 'BUILDING' and $c.c_custkey = $o.o_custkey 
+for $l in dataset('LineItems')
+where
+  $l.l_orderkey = $o.o_orderkey and
+  $o.o_orderdate < '1995-03-15' and $l.l_shipdate > '1995-03-15'
+group by $l_orderkey := $l.l_orderkey, $o_orderdate := $o.o_orderdate, $o_shippriority := $o.o_shippriority
+  with $l
+let $revenue := sum (
+  for $i in $l 
+  return 
+    $i.l_extendedprice * (1 - $i.l_discount)
+)
+order by $revenue desc, $o_orderdate
+limit 10
+return {  
+  "l_orderkey": $l_orderkey,
+  "revenue": $revenue,
+  "o_orderdate": $o_orderdate,
+  "o_shippriority": $o_shippriority 
+}
diff --git a/asterix-app/src/test/resources/nontagged/tpch/local/opentables-q5.aql b/asterix-app/src/test/resources/nontagged/tpch/local/opentables-q5.aql
new file mode 100644
index 0000000..82c996f
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/tpch/local/opentables-q5.aql
@@ -0,0 +1,79 @@
+use dataverse tpch;
+
+declare type LineItemType as open {
+  l_orderkey: int32, 
+  l_linenumber: int32
+}
+
+declare type OrderType as open {
+  o_orderkey: int32
+}
+
+declare type CustomerType as open {
+  c_custkey: int32
+}
+
+declare type SupplierType as open {
+  s_suppkey: int32
+}
+
+declare type NationType as open {
+  n_nationkey: int32
+}
+
+declare type RegionType as open {
+  r_regionkey: int32
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Regions(RegionType)
+  partitioned by key r_regionkey on group1;
+  
+write output to nc1:"/home/yasser/Dropbox/Research/data/results/result_tpch_open_5.adm";
+
+
+for $c in dataset('Customers')
+for $o1 in 
+(  for $o in dataset('Orders')
+   for $l1 in (
+     for $l in dataset('LineItems')
+     for $s1 in 
+     (  for $s in dataset('Suppliers')
+        for $n1 in 
+        (  for $n in dataset('Nations')
+           for $r in dataset('Regions')
+             where $n.n_regionkey = $r.r_regionkey and $r.r_name = 'ASIA'
+           return 
+              {"n_name": $n.n_name, "n_nationkey": $n.n_nationkey}  )
+        where $s.s_nationkey = $n1.n_nationkey
+        return 
+           { "n_name": $n1.n_name, "s_suppkey": $s.s_suppkey, "s_nationkey": $s.s_nationkey }  )
+     where $l.l_suppkey = $s1.s_suppkey      
+     return 
+        { "n_name": $s1.n_name, "l_extendedprice": $l.l_extendedprice, "l_discount": $l.l_discount, "l_orderkey": $l.l_orderkey, "s_nationkey": $s1.s_nationkey }  )
+   where $l1.l_orderkey = $o.o_orderkey and $o.o_orderdate >= '1994-01-01' and $o.o_orderdate < '1995-01-01'
+   return 
+     { "n_name": $l1.n_name, "l_extendedprice": $l1.l_extendedprice, "l_discount": $l1.l_discount, "s_nationkey": $l1.s_nationkey, "o_custkey": $o.o_custkey }  )
+where $c.c_nationkey = $o1.s_nationkey and $c.c_custkey = $o1.o_custkey     
+group by $n_name := $o1.n_name with $o1
+let $revenue := sum (
+  for $i in $o1 
+  return 
+    $i.l_extendedprice * (1 - $i.l_discount)
+)
+order by $revenue desc
+return 
+  { "n_name": $n_name, "revenue": $revenue }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/nontagged/tpch/local/opentables-q9.aql b/asterix-app/src/test/resources/nontagged/tpch/local/opentables-q9.aql
new file mode 100644
index 0000000..75b176d
--- /dev/null
+++ b/asterix-app/src/test/resources/nontagged/tpch/local/opentables-q9.aql
@@ -0,0 +1,94 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_linenumber: int32
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32
+}
+
+declare type SupplierType as closed {
+  s_suppkey: int32
+}
+
+declare type NationType as closed {
+  n_nationkey: int32
+}
+
+declare type RegionType as closed {
+  r_regionkey: int32
+}
+
+declare type PartType as closed {
+  p_partkey: int32
+}
+
+declare type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32 
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Parts(PartType)
+  partitioned by key p_partkey on group1;
+declare dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+  
+write output to nc1:"/home/yasser/Dropbox/Research/data/results/result_tpch_closed_9.adm";
+
+                
+for $profit in 
+(  for $o in dataset('Orders')
+   for $l3 in 
+   (  for $p in dataset('Parts')
+      for $l2 in 
+      (  for $ps in dataset('PartSupp')
+         for $l1 in 
+        (  for $s1 in
+            (  for $s in dataset('Suppliers')
+               for $n in dataset('Nations')
+               where $n.n_nationkey = $s.s_nationkey
+               return 
+                 { "s_suppkey": $s.s_suppkey, "n_name": $n.n_name}  )
+            for $l in dataset('LineItems')
+            where $s1.s_suppkey = $l.l_suppkey       
+            return 
+              { "l_suppkey": $l.l_suppkey, "l_extendedprice": $l.l_extendedprice, "l_discount": $l.l_discount,
+                "l_quantity": $l.l_quantity, "l_partkey": $l.l_partkey, "l_orderkey": $l.l_orderkey, "n_name": $s1.n_name } )
+         where $ps.ps_suppkey = $l1.l_suppkey and $ps.ps_partkey = $l1.l_partkey       
+         return 
+           { "l_extendedprice": $l1.l_extendedprice, "l_discount": $l1.l_discount, "l_quantity": $l1.l_quantity, 
+             "l_partkey": $l1.l_partkey, "l_orderkey": $l1.l_orderkey, "n_name": $l1.n_name, "ps_supplycost": $ps.ps_supplycost }  )
+      where contains($p.p_name, 'green') and $p.p_partkey = $l2.l_partkey    
+      return 
+        { "l_extendedprice": $l2.l_extendedprice, "l_discount": $l2.l_discount, "l_quantity": $l2.l_quantity, 
+          "l_orderkey": $l2.l_orderkey, "n_name": $l2.n_name, "ps_supplycost": $l2.ps_supplycost  }  )
+   where $o.o_orderkey = $l3.l_orderkey
+   let $amount := $l3.l_extendedprice * (1 - $l3.l_discount) -  $l3.ps_supplycost * $l3.l_quantity 
+   let $o_year := year($o.o_orderdate)
+   return 
+     { "nation": $l3.n_name, "o_year": $o_year, "amount": $amount }  )
+ group by $nation := $profit.nation, $o_year := $profit.o_year with $profit
+ order by $nation, $o_year desc
+ return 
+   { "nation": $nation, 
+     "o_year": $o_year, 
+      "sum_profit": sum( for $pr in $profit return $pr.amount )  }    
+   
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/old-optimizerts/queries/aggreg-test01.aql b/asterix-app/src/test/resources/old-optimizerts/queries/aggreg-test01.aql
new file mode 100644
index 0000000..6a484df
--- /dev/null
+++ b/asterix-app/src/test/resources/old-optimizerts/queries/aggreg-test01.aql
@@ -0,0 +1,7 @@
+// count, sum, avg
+for $o in recordset(['oid', 'int32', 'date', 'int32', 'cid', 'int32', 'total', 'float'], 'osfiles', ['nc1', 'data/spj01/ord1.adm'], ['nc2', 'data/spj01/ord2.adm'])
+group by $cid := $o.cid with $o
+return { "cid": $cid , "ordpercust": count($o),  
+         "totalcust": sum(for $i in $o return $i.total), 
+         "avgcust": avg(for $i in $o return $i.total) } 
+ 
diff --git a/asterix-app/src/test/resources/old-optimizerts/queries/j-cust-subplan.aql b/asterix-app/src/test/resources/old-optimizerts/queries/j-cust-subplan.aql
new file mode 100644
index 0000000..caa6e28
--- /dev/null
+++ b/asterix-app/src/test/resources/old-optimizerts/queries/j-cust-subplan.aql
@@ -0,0 +1,4 @@
+for $c in recordset(['cid', 'int32', 'name', 'string', 'age', 'int32'], 'osfiles', ['nc1', 'data/spj01/cust1.adm'], ['nc2', 'data/spj01/cust2.adm'])
+where some $c2 in [ $c ]
+      satisfies substring($c2.name, 1, 1) = "J"
+return $c
diff --git a/asterix-app/src/test/resources/old-optimizerts/queries/redundant-orderby.aql b/asterix-app/src/test/resources/old-optimizerts/queries/redundant-orderby.aql
new file mode 100644
index 0000000..e993025
--- /dev/null
+++ b/asterix-app/src/test/resources/old-optimizerts/queries/redundant-orderby.aql
@@ -0,0 +1,6 @@
+for $x in dataset('A')
+order by $x.a
+order by $x.a
+order by $x.b
+order by $x.b
+return $x
diff --git a/asterix-app/src/test/resources/old-optimizerts/queries/spj01-limit01.aql b/asterix-app/src/test/resources/old-optimizerts/queries/spj01-limit01.aql
new file mode 100644
index 0000000..e3c680e
--- /dev/null
+++ b/asterix-app/src/test/resources/old-optimizerts/queries/spj01-limit01.aql
@@ -0,0 +1,9 @@
+declare function samecust($cust, $ord)
+{$cust.cid = $ord.cid}
+
+for $c in recordset(['cid', 'int32', 'name', 'string', 'age', 'int32'], 'osfiles', ['nc1', 'data/spj01/cust1.adm'], ['nc2', 'data/spj01/cust2.adm'])
+for $o in recordset(['oid', 'int32', 'date', 'int32', 'cid', 'int32', 'total', 'float'], 'osfiles', ['nc1', 'data/spj01/ord1.adm'], ['nc2', 'data/spj01/ord2.adm'])
+where samecust($c, $o)
+limit 2 
+return { "custname":$c.name, "orddate":$o.date } 
+
diff --git a/asterix-app/src/test/resources/old-optimizerts/queries/spj01-recordset.aql b/asterix-app/src/test/resources/old-optimizerts/queries/spj01-recordset.aql
new file mode 100644
index 0000000..731a042
--- /dev/null
+++ b/asterix-app/src/test/resources/old-optimizerts/queries/spj01-recordset.aql
@@ -0,0 +1,8 @@
+declare function samecust($cust, $ord)
+{$cust.cid = $ord.cid}
+
+for $c in recordset(['cid', 'int32', 'name', 'string', 'age', 'int32'], 'osfiles', ['nc1', 'data/spj01/cust1.adm'], ['nc2', 'data/spj01/cust2.adm'])
+for $o in recordset(['oid', 'int32', 'date', 'int32', 'cid', 'int32', 'total', 'float'], 'osfiles', ['nc1', 'data/spj01/ord1.adm'], ['nc2', 'data/spj01/ord2.adm'])
+where samecust($c, $o)
+ and $c.age < 21 and $o.total > 1000.00
+return { "custname":$c.name, "orddate":$o.date } 
diff --git a/asterix-app/src/test/resources/old-optimizerts/queries/spj01-somesat.aql b/asterix-app/src/test/resources/old-optimizerts/queries/spj01-somesat.aql
new file mode 100644
index 0000000..de681f7
--- /dev/null
+++ b/asterix-app/src/test/resources/old-optimizerts/queries/spj01-somesat.aql
@@ -0,0 +1,4 @@
+for $c in recordset(['cid', 'int32', 'name', 'string', 'age', 'int32'], 'osfiles', ['nc1', 'data/spj01/cust1.adm'], ['nc2', 'data/spj01/cust2.adm'])
+where some $c2 in recordset(['cid', 'int32', 'name', 'string', 'age', 'int32'], 'osfiles', ['nc1', 'data/spj01/cust1.adm'], ['nc2', 'data/spj01/cust2.adm'])
+      satisfies $c2.age > $c.age
+return $c
diff --git a/asterix-app/src/test/resources/old-optimizerts/queries/spj01.aql b/asterix-app/src/test/resources/old-optimizerts/queries/spj01.aql
new file mode 100644
index 0000000..28fd2c8
--- /dev/null
+++ b/asterix-app/src/test/resources/old-optimizerts/queries/spj01.aql
@@ -0,0 +1,8 @@
+declare function samecust($cust, $ord)
+{$cust.cid = $ord.cid}
+
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+where samecust($c, $o)
+ and $c.age < 21 and $o.total > 1000.00
+return { "custname":$c.name, "orddate":$o.date } 
diff --git a/asterix-app/src/test/resources/old-optimizerts/results/aggreg-test01.plan b/asterix-app/src/test/resources/old-optimizerts/results/aggreg-test01.plan
new file mode 100644
index 0000000..e62f6f3
--- /dev/null
+++ b/asterix-app/src/test/resources/old-optimizerts/results/aggreg-test01.plan
@@ -0,0 +1,17 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+          -- PRE_SORTED_GROUP_BY[$$21]  |PARTITIONED|
+                  {
+                    -- AGGREGATE  |LOCAL|
+                      -- NESTED_TUPLE_SOURCE  |LOCAL|
+                  }
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STABLE_SORT [$$21(ASCENDING)]  |PARTITIONED|
+                -- HASH_PARTITION_EXCHANGE [$$21]  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- AQL_DATASET_UNNEST  |PARTITIONED|
+                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/old-optimizerts/results/j-cust-subplan.plan b/asterix-app/src/test/resources/old-optimizerts/results/j-cust-subplan.plan
new file mode 100644
index 0000000..9f2d856
--- /dev/null
+++ b/asterix-app/src/test/resources/old-optimizerts/results/j-cust-subplan.plan
@@ -0,0 +1,16 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- STREAM_SELECT  |PARTITIONED|
+        -- SUBPLAN  |PARTITIONED|
+                {
+                  -- AGGREGATE  |UNPARTITIONED|
+                    -- STREAM_SELECT  |UNPARTITIONED|
+                      -- ASSIGN  |UNPARTITIONED|
+                        -- ASSIGN  |UNPARTITIONED|
+                          -- ASSIGN  |UNPARTITIONED|
+                            -- UNNEST  |UNPARTITIONED|
+                              -- NESTED_TUPLE_SOURCE  |LOCAL|
+                }
+          -- AQL_DATASET_UNNEST  |PARTITIONED|
+            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/old-optimizerts/results/redundant-orderby.plan b/asterix-app/src/test/resources/old-optimizerts/results/redundant-orderby.plan
new file mode 100644
index 0000000..1674a32
--- /dev/null
+++ b/asterix-app/src/test/resources/old-optimizerts/results/redundant-orderby.plan
@@ -0,0 +1,18 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+        -- STABLE_SORT [$$8(ASCENDING)]  |PARTITIONED|
+          -- RANGE_PARTITION_EXCHANGE [$$8(ASCENDING)]  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                -- STABLE_SORT [$$6(ASCENDING)]  |PARTITIONED|
+                  -- RANGE_PARTITION_EXCHANGE [$$6(ASCENDING)]  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- ASSIGN  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- ASSIGN  |PARTITIONED|
+                                -- AQL_DATASET_UNNEST  |PARTITIONED|
+                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/old-optimizerts/results/spj01-limit01.plan b/asterix-app/src/test/resources/old-optimizerts/results/spj01-limit01.plan
new file mode 100644
index 0000000..9a84f93
--- /dev/null
+++ b/asterix-app/src/test/resources/old-optimizerts/results/spj01-limit01.plan
@@ -0,0 +1,20 @@
+-- SINK_WRITE  |UNPARTITIONED|
+  -- STREAM_PROJECT  |UNPARTITIONED|
+    -- ASSIGN  |UNPARTITIONED|
+      -- STREAM_LIMIT  |UNPARTITIONED|
+        -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+          -- STREAM_LIMIT  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- IN_MEMORY_HASH_PAIRWISE_JOIN [$$18][$$19]  |PARTITIONED|
+                -- HASH_PARTITION_EXCHANGE [$$18]  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- AQL_DATASET_UNNEST  |PARTITIONED|
+                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                -- HASH_PARTITION_EXCHANGE [$$19]  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- AQL_DATASET_UNNEST  |PARTITIONED|
+                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/old-optimizerts/results/spj01-recordset.plan b/asterix-app/src/test/resources/old-optimizerts/results/spj01-recordset.plan
new file mode 100644
index 0000000..9910524
--- /dev/null
+++ b/asterix-app/src/test/resources/old-optimizerts/results/spj01-recordset.plan
@@ -0,0 +1,22 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+          -- IN_MEMORY_HASH_PAIRWISE_JOIN [$$25][$$26]  |PARTITIONED|
+            -- HASH_PARTITION_EXCHANGE [$$25]  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- STREAM_SELECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- AQL_DATASET_UNNEST  |PARTITIONED|
+                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+            -- HASH_PARTITION_EXCHANGE [$$26]  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- STREAM_SELECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- AQL_DATASET_UNNEST  |PARTITIONED|
+                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/old-optimizerts/results/spj01-somesat.plan b/asterix-app/src/test/resources/old-optimizerts/results/spj01-somesat.plan
new file mode 100644
index 0000000..f96a70e
--- /dev/null
+++ b/asterix-app/src/test/resources/old-optimizerts/results/spj01-somesat.plan
@@ -0,0 +1,25 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- STREAM_SELECT  |PARTITIONED|
+        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+          -- PRE_SORTED_GROUP_BY[$$0]  |PARTITIONED|
+                  {
+                    -- AGGREGATE  |LOCAL|
+                      -- STREAM_SELECT  |LOCAL|
+                        -- NESTED_TUPLE_SOURCE  |LOCAL|
+                  }
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STABLE_SORT [$$0(ASCENDING)]  |PARTITIONED|
+                -- HASH_PARTITION_EXCHANGE [$$0]  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- NESTED_LOOP_BCAST_JOIN  |PARTITIONED|
+                        -- BROADCAST_EXCHANGE  |PARTITIONED|
+                          -- ASSIGN  |PARTITIONED|
+                            -- AQL_DATASET_UNNEST  |PARTITIONED|
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- ASSIGN  |PARTITIONED|
+                            -- AQL_DATASET_UNNEST  |PARTITIONED|
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/old-optimizerts/results/spj01.plan b/asterix-app/src/test/resources/old-optimizerts/results/spj01.plan
new file mode 100644
index 0000000..b48a773
--- /dev/null
+++ b/asterix-app/src/test/resources/old-optimizerts/results/spj01.plan
@@ -0,0 +1,30 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+          -- IN_MEMORY_HASH_PAIRWISE_JOIN [$$19][$$20]  |PARTITIONED|
+            -- HASH_PARTITION_EXCHANGE [$$19]  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- STREAM_SELECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- ASSIGN  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- ASSIGN  |PARTITIONED|
+                                -- AQL_DATASET_UNNEST  |PARTITIONED|
+                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+            -- HASH_PARTITION_EXCHANGE [$$20]  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- STREAM_SELECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- ASSIGN  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- ASSIGN  |PARTITIONED|
+                                -- AQL_DATASET_UNNEST  |PARTITIONED|
+                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/ignore.txt b/asterix-app/src/test/resources/optimizerts/ignore.txt
new file mode 100644
index 0000000..49767eb
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/ignore.txt
@@ -0,0 +1,2 @@
+distinct_aggregate.aql
+cell-aggregation-with-filtering.aql
diff --git a/asterix-app/src/test/resources/optimizerts/only.txt b/asterix-app/src/test/resources/optimizerts/only.txt
new file mode 100644
index 0000000..e69de29
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/only.txt
diff --git a/asterix-app/src/test/resources/optimizerts/queries/cell-aggregation-with-filtering.aql b/asterix-app/src/test/resources/optimizerts/queries/cell-aggregation-with-filtering.aql
new file mode 100644
index 0000000..a328a1b
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/cell-aggregation-with-filtering.aql
@@ -0,0 +1,37 @@
+drop dataverse twitter if exists;
+create dataverse twitter;
+use dataverse twitter;
+
+create type Tweet as closed {
+	id: int32,
+	tweetid: int64,
+	loc: point,
+	time: datetime,
+	text: string
+}
+
+create nodegroup group1 if exists on nc1, nc2;
+
+create dataset TwitterData(Tweet)
+  partitioned by key id on group1;
+
+
+load dataset TwitterData 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/twitter/extrasmalltweets.txt"),("format"="adm")) pre-sorted;
+
+create index rtree_index_point on TwitterData(loc) type rtree;
+
+write output to nc1:"rttest/spatial_cell-aggregation-with-filtering.adm";
+
+for $t in dataset('TwitterData')
+let $region := polygon("
+	33.80503407287759,-126.41235263538363 
+	44.9090773200516,-126.41235263538363 
+	44.9090773200516,-87.65258701038363 
+	33.80503407287759,-87.65258701038363")
+
+where spatial-intersect($t.loc, $region)
+group by $c := spatial-cell($t.loc, create-point(24.5,-125.5), 3.0, 3.0) with $t
+order by count($t)
+return { "cell": $c, "count": count($t) }
diff --git a/asterix-app/src/test/resources/optimizerts/queries/const-folding.aql b/asterix-app/src/test/resources/optimizerts/queries/const-folding.aql
new file mode 100644
index 0000000..1fe4495
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/const-folding.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/divide.adm";
+
+let $x := [ "foo", "bar" ]
+let $r := { "a": 1+2, "b": $x[0] }
+let $f := $r.b
+return $f
diff --git a/asterix-app/src/test/resources/optimizerts/queries/count-tweets.aql b/asterix-app/src/test/resources/optimizerts/queries/count-tweets.aql
new file mode 100644
index 0000000..5e4cde1
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/count-tweets.aql
@@ -0,0 +1,24 @@
+drop dataverse twitter if exists;
+create dataverse twitter;
+use dataverse twitter;
+
+create type Tweet as open {
+  id: int32,
+  tweetid: int64,
+  loc: point,
+  time: string,
+  text: string
+}
+
+create external dataset TwitterData(Tweet)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/twitter/smalltweets.txt"),("format"="adm"));
+
+write output to nc1:"/tmp/count-tweets.adm";
+
+for $t in dataset('TwitterData')
+let $tokens := word-tokens($t.text)
+for $token in $tokens
+group by $tok := $token with $token
+return { "word": $tok, "count": count($token) }
+
diff --git a/asterix-app/src/test/resources/optimizerts/queries/cust_group_no_agg.aql b/asterix-app/src/test/resources/optimizerts/queries/cust_group_no_agg.aql
new file mode 100644
index 0000000..6fdae88
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/cust_group_no_agg.aql
@@ -0,0 +1,28 @@
+drop dataverse group_no_agg if exists;
+
+create dataverse group_no_agg;
+
+use dataverse group_no_agg;
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+write output to nc1:"/tmp/.adm";
+
+for $c in dataset('Customers')
+group by $name := $c.c_name  with $c
+return $name
+
diff --git a/asterix-app/src/test/resources/optimizerts/queries/denorm-cust-order.aql b/asterix-app/src/test/resources/optimizerts/queries/denorm-cust-order.aql
new file mode 100644
index 0000000..acad4a1
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/denorm-cust-order.aql
@@ -0,0 +1,50 @@
+drop dataverse custorder if exists;
+
+create dataverse custorder;
+
+use dataverse custorder;
+
+
+create type AddressType as closed {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+
+
+create type OrderType as closed {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+create dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+write output to nc1:"/tmp/custorder.adm";
+
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+where $c.cid = $o.cid
+group by $cid := $c.cid decor $cust := $c with $o
+return {"cid":$cid, "cust":$cust, "cnt-orders": count($o), "orders":$o} 
+
diff --git a/asterix-app/src/test/resources/optimizerts/queries/distinct_aggregate.aql b/asterix-app/src/test/resources/optimizerts/queries/distinct_aggregate.aql
new file mode 100644
index 0000000..a4784c1
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/distinct_aggregate.aql
@@ -0,0 +1,50 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset LineItems_q1(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+
+write output to nc1:"rttest/tpch_q1_pricing_summary_report_nt.adm";
+ 
+for $g in 
+( 
+	for $l in dataset('LineItems_q1')
+	where $l.l_shipdate <= '1998-09-02'
+	group by $l_returnflag := $l.l_returnflag, $l_linestatus := $l.l_linestatus, 
+			$l_suppkey := $l.l_suppkey with $l
+	return {
+		"l_returnflag": $l_returnflag,
+		"l_linestatus": $l_linestatus,
+		"l_suppkey": $l_suppkey
+	}
+)
+group by $l_returnflag := $g.l_returnflag, $l_linestatus := $g.l_linestatus  
+  with $g
+order by $l_returnflag, $l_linestatus
+return {
+  "l_returnflag": $l_returnflag,
+  "l_linestatus": $l_linestatus,
+  "count_suppkey": count($g)
+}   
diff --git a/asterix-app/src/test/resources/optimizerts/queries/fj-dblp-csx.aql b/asterix-app/src/test/resources/optimizerts/queries/fj-dblp-csx.aql
new file mode 100644
index 0000000..2898058
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/fj-dblp-csx.aql
@@ -0,0 +1,76 @@
+drop dataverse fj-dblp-csx if exists;
+
+create dataverse fj-dblp-csx;
+
+use dataverse fj-dblp-csx;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+write output to nc1:'rttest/fj-dblp-csx.adm';
+
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $unrankedTokensDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $tokensDBLP :=
+        for $token in $unrankedTokensDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            // for $paper in dataset('DBLP')
+            // for $token in counthashed-word-tokens($paper.title) 
+            // group by $tokenGroupped := $token with $paper
+            // order by count($paper), $tokenGroupped
+            // return $tokenGroupped
+            for $paper in dataset('DBLP')
+            return $paper.title            
+        where $token = $tokenRanked
+        order by $i
+        return $i
+   
+    for $prefixTokenDBLP in $tokensDBLP 
+
+    for $paperCSX in dataset('CSX')
+    let $idCSX := $paperCSX.id
+    let $unrankedTokensCSX := counthashed-word-tokens($paperCSX.title)
+    let $tokensCSX :=        
+        for $token in $unrankedTokensCSX
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            // for $paper in dataset('DBLP')
+            // for $token in counthashed-word-tokens($paper.title) 
+            // group by $tokenGroupped := $token with $paper
+            // order by count($paper), $tokenGroupped
+            // return $tokenGroupped
+            for $paper in dataset('DBLP')
+            return $paper.title
+        where $token = $tokenRanked
+        order by $i
+        return $i
+        
+    for $prefixTokenCSX in $tokensCSX    
+    where $prefixTokenDBLP = $prefixTokenCSX
+    group by $idDBLP := $idDBLP, $idCSX := $idCSX with $paperDBLP 
+    order by $idDBLP, $idCSX
+    return {'idDBLP': $idDBLP, 'idCSX': $idCSX}
diff --git a/asterix-app/src/test/resources/optimizerts/queries/fj-phase1.aql b/asterix-app/src/test/resources/optimizerts/queries/fj-phase1.aql
new file mode 100644
index 0000000..778232a
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/fj-phase1.aql
@@ -0,0 +1,46 @@
+drop dataverse rares03 if exists;
+
+create dataverse rares03;
+
+use dataverse rares03;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: {{int32}}
+}
+
+create type VisitorType as open {
+  vid: int32, 
+  name: string,
+  lottery_numbers: {{int32}}
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Users(UserType) 
+  partitioned by key uid on group1;
+
+create dataset Visitors(VisitorType) 
+  partitioned by key vid on group1;
+
+
+// set simfunction "jaccard";
+// set simthreshold ".8";
+
+write output to nc1:"/tmp/rares03.adm";
+
+for $user in dataset('Users')
+let $tokens := 
+    for $lottery_number in $user.lottery_numbers
+    for $token at $i in
+       for $user in dataset('Users')
+       for $lottery_number in $user.lottery_numbers 
+       group by $item := $lottery_number with $user 
+       let $count := count($user)
+       order by $count desc 
+       return $item 
+    where $lottery_number = $token
+    order by $token
+    return $i
+return {"uid": $user.uid, "tokens": $tokens}
diff --git a/asterix-app/src/test/resources/optimizerts/queries/fj-phase2-with-hints.aql b/asterix-app/src/test/resources/optimizerts/queries/fj-phase2-with-hints.aql
new file mode 100644
index 0000000..866c027
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/fj-phase2-with-hints.aql
@@ -0,0 +1,44 @@
+drop dataverse fuzzyjoin_078 if exists;
+
+create dataverse fuzzyjoin_078;
+
+use dataverse fuzzyjoin_078;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset DBLP_fuzzyjoin_078(DBLPType) 
+  partitioned by key id on group1;
+
+write output to nc1:'rttest/fuzzyjoin_078.adm';
+
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP_fuzzyjoin_078')
+    let $unrankedTokensDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $tokensDBLP :=
+        for $token in $unrankedTokensDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP_fuzzyjoin_078')
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */ 
+            group by $tokenGroupped := $token with $paper
+            /*+ inmem 1 302 */
+            order by count($paper), $tokenGroupped
+            return $tokenGroupped
+        where $token = /*+ bcast */ $tokenRanked
+        order by $i
+        return $i
+    order by $paperDBLP.id
+    return {'id': $paperDBLP.id, 'tokens':$tokensDBLP}
diff --git a/asterix-app/src/test/resources/optimizerts/queries/inline-funs.aql b/asterix-app/src/test/resources/optimizerts/queries/inline-funs.aql
new file mode 100644
index 0000000..c220b9c
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/inline-funs.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"/tmp/inline_funs.adm";
+
+declare function f1() { 1 + f2() }
+
+declare function f2() { 2 + f3() + f3() + f3() + f4() }
+
+declare function f3() { 0 - 1 }
+
+declare function f4() { 1001 }
+
+f1()
diff --git a/asterix-app/src/test/resources/optimizerts/queries/inlined_q18_large_volume_customer.aql b/asterix-app/src/test/resources/optimizerts/queries/inlined_q18_large_volume_customer.aql
new file mode 100644
index 0000000..49c4157
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/inlined_q18_large_volume_customer.aql
@@ -0,0 +1,89 @@
+drop dataverse inlined_q18_large_volume_customer if exists;
+
+create dataverse inlined_q18_large_volume_customer;
+
+use dataverse inlined_q18_large_volume_customer;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+write output to nc1:"/tmp/inlined_q18_large_volume_customer.adm";
+
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+where
+  $c.c_custkey = $o.o_custkey
+for $t in 
+(
+  for $l in dataset('LineItems')
+  group by $l_orderkey := $l.l_orderkey with $l
+  return 
+    { "l_orderkey": $l_orderkey, 
+      "t_sum_quantity": sum(for $i in $l return $i.l_quantity) }
+) 
+where 
+  $o.o_orderkey = $t.l_orderkey and $t.t_sum_quantity > 300
+for $l in dataset('LineItems')
+where
+  $l.l_orderkey = $o.o_orderkey 
+group by $c_name := $c.c_name, $c_custkey := $c.c_custkey, $o_orderkey := $o.o_orderkey, 
+         $o_orderdate := $o.o_orderdate, $o_totalprice := $o.o_totalprice with $l
+order by $o_totalprice desc, $o_orderdate 
+limit 100
+return {  
+  "c_name": $c_name,
+  "c_custkey": $c_custkey,
+  "o_orderkey": $o_orderkey,
+  "o_orderdate": $o_orderdate,
+  "o_totalprice": $o_totalprice,
+  "sum_quantity": sum(for $j in $l return $j.l_quantity)  
+}
+
diff --git a/asterix-app/src/test/resources/optimizerts/queries/introhashpartitionmerge.aql b/asterix-app/src/test/resources/optimizerts/queries/introhashpartitionmerge.aql
new file mode 100644
index 0000000..9427ab5
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/introhashpartitionmerge.aql
@@ -0,0 +1,23 @@
+drop dataverse fuzzyjoin if exists;
+create dataverse fuzzyjoin;
+use dataverse fuzzyjoin;
+
+create type TOKENSRANKEDADMType as closed {
+  token: int32,
+  rank: int32
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset TOKENSRANKEDADM(TOKENSRANKEDADMType) partitioned by key rank on group1;
+
+write output to nc1:'rttest/introhashpartitionmerge.adm';
+
+        for $token1 in dataset('TOKENSRANKEDADM')
+        for $token2 in
+            for $tokenRanked in dataset('TOKENSRANKEDADM')
+            order by $tokenRanked.rank
+            return $tokenRanked
+        where $token1.token = $token2.token
+        order by $token2.rank
+        return $token2.rank
diff --git a/asterix-app/src/test/resources/optimizerts/queries/join-super-key_01.aql b/asterix-app/src/test/resources/optimizerts/queries/join-super-key_01.aql
new file mode 100644
index 0000000..f0251ad
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/join-super-key_01.aql
@@ -0,0 +1,82 @@
+drop dataverse join-super-key_1 if exists;
+
+create dataverse join-super-key_1;
+
+use dataverse join-super-key_1;
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+write output to nc1:"/tmp/join-super-key_01.adm";
+
+create dataset LineItems(LineItemType)
+  partitioned by key l_partkey, l_linenumber on group1;
+create dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+
+
+for $li in dataset('LineItems')
+for $ps in dataset('PartSupp')
+where $li.l_partkey = $ps.ps_partkey and $li.l_suppkey = $ps.ps_suppkey and 
+      $li.l_extendedprice = $ps.ps_supplycost
+return {
+  "l_partkey": $li.l_partkey
+}
+
+
diff --git a/asterix-app/src/test/resources/optimizerts/queries/join-super-key_02.aql b/asterix-app/src/test/resources/optimizerts/queries/join-super-key_02.aql
new file mode 100644
index 0000000..0904f37
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/join-super-key_02.aql
@@ -0,0 +1,80 @@
+drop dataverse join-super-key_01 if exists;
+
+create dataverse join-super-key_01;
+
+use dataverse join-super-key_01;
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+write output to nc1:"/tmp/join-super-key_01.adm";
+
+create dataset LineItems(LineItemType)
+  partitioned by key l_partkey, l_linenumber on group1;
+create dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+
+
+for $ps in dataset('PartSupp')
+for $li in dataset('LineItems')
+where $li.l_partkey = $ps.ps_partkey and $li.l_suppkey = $ps.ps_suppkey and 
+      $li.l_extendedprice = $ps.ps_supplycost
+return {
+  "l_partkey": $li.l_partkey
+}
diff --git a/asterix-app/src/test/resources/optimizerts/queries/loj-super-key_01.aql b/asterix-app/src/test/resources/optimizerts/queries/loj-super-key_01.aql
new file mode 100644
index 0000000..1f43f73
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/loj-super-key_01.aql
@@ -0,0 +1,86 @@
+drop dataverse loj-super-key_01 if exists;
+
+create dataverse loj-super-key_01;
+
+use dataverse loj-super-key_01;
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+write output to nc1:"/tmp/loj-super-key_01.adm";
+
+create dataset LineItems(LineItemType)
+  partitioned by key l_partkey, l_linenumber on group1;
+create dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+
+
+for $li in dataset('LineItems')
+let $partsupp := 
+   for $ps in dataset('PartSupp')
+   where $li.l_partkey = $ps.ps_partkey 
+         and $li.l_suppkey = $ps.ps_suppkey  
+         and $li.l_extendedprice = $ps.ps_supplycost
+   return $ps
+return {
+  "li": $li,
+  "partsupp": $partsupp 
+} 
+ 
+
diff --git a/asterix-app/src/test/resources/optimizerts/queries/loj-super-key_02.aql b/asterix-app/src/test/resources/optimizerts/queries/loj-super-key_02.aql
new file mode 100644
index 0000000..ceab193
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/loj-super-key_02.aql
@@ -0,0 +1,86 @@
+drop dataverse loj-super-key_02 if exists;
+
+create dataverse loj-super-key_02;
+
+use dataverse loj-super-key_02;
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+write output to nc1:"/tmp/loj-super-key_01.adm";
+
+create dataset LineItems(LineItemType)
+  partitioned by key l_partkey, l_linenumber on group1;
+create dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+
+
+for $ps in dataset('PartSupp')
+let $items := 
+   for $li in dataset('LineItems')   
+   where $li.l_partkey = $ps.ps_partkey 
+         and $li.l_suppkey = $ps.ps_suppkey  
+         and $li.l_extendedprice = $ps.ps_supplycost
+   return $li
+return {
+  "partsupp": $ps,
+  "li": $items 
+} 
+ 
+
diff --git a/asterix-app/src/test/resources/optimizerts/queries/nested_loj2.aql b/asterix-app/src/test/resources/optimizerts/queries/nested_loj2.aql
new file mode 100644
index 0000000..0b77f55
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/nested_loj2.aql
@@ -0,0 +1,73 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+write output to nc1:"/tmp/nested_loj.adm";
+
+for $c in dataset('Customers')
+let $orders := 
+  for $o in dataset('Orders')
+  where $o.o_custkey = $c.c_custkey
+  let $items := 
+    for $l in dataset('LineItems')
+    where $l.l_orderkey = $o.o_orderkey
+    return $l
+  return {
+     "order": $o,
+     "items": $items
+  }  
+return {
+  "cust": $c,
+  "orders": $orders
+}  
diff --git a/asterix-app/src/test/resources/optimizerts/queries/nested_loj3.aql b/asterix-app/src/test/resources/optimizerts/queries/nested_loj3.aql
new file mode 100644
index 0000000..3a1ef04
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/nested_loj3.aql
@@ -0,0 +1,92 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+create dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+
+write output to nc1:"/tmp/nested_loj.adm";
+
+for $c in dataset('Customers')
+let $orders := 
+  for $o in dataset('Orders')
+  where $o.o_custkey = $c.c_custkey
+  let $items := 
+    for $l in dataset('LineItems')
+    where $l.l_orderkey = $o.o_orderkey
+    let $partsupp := 
+      for $ps in dataset('PartSupp')
+      where $ps.ps_partkey = $l.l_partkey and $ps.ps_suppkey = $l.l_suppkey
+      return $ps     
+    return {
+        "item": $l,
+        "part_supplier": $partsupp
+    }    
+  return {
+     "order": $o,
+     "items": $items
+  }  
+return {
+  "cust": $c,
+  "orders": $orders
+}  
diff --git a/asterix-app/src/test/resources/optimizerts/queries/noncollocated.aql b/asterix-app/src/test/resources/optimizerts/queries/noncollocated.aql
new file mode 100644
index 0000000..3aa1855
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/noncollocated.aql
@@ -0,0 +1,35 @@
+drop dataverse colocated if exists;
+
+create dataverse colocated;
+
+use dataverse colocated;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: {{int32}}
+}
+
+create type VisitorType as open {
+  vid: int32, 
+  name: string,
+  lottery_numbers: {{int32}}
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create nodegroup group2 if not exists on nc2;
+
+create dataset Users(UserType) 
+  partitioned by key uid on group1;
+
+create dataset Visitors(VisitorType) 
+  partitioned by key vid on group2;
+
+
+write output to nc1:"/tmp/fuzzy1.adm";
+
+for $user in dataset('Users')
+for $visitor in dataset('Visitors')
+where $user.uid = $visitor.vid
+return { "user_name" : $user.name, "visitor_name" : $visitor.name }
diff --git a/asterix-app/src/test/resources/optimizerts/queries/orderby-desc-using-gby.aql b/asterix-app/src/test/resources/optimizerts/queries/orderby-desc-using-gby.aql
new file mode 100644
index 0000000..682800c
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/orderby-desc-using-gby.aql
@@ -0,0 +1,35 @@
+drop dataverse gby-using-orderby-desc if exists;
+
+create dataverse gby-using-orderby-desc;
+
+use dataverse gby-using-orderby-desc;
+
+create type AddressType as closed {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Customers(CustomerType) 
+  partitioned by key cid on group1;
+  
+write output to nc1:"rttest/gby-using-orderby-desc.adm";
+
+for $c in dataset('Customers')
+group by $name := $c.name decor $age := $c.age with $c
+order by $name desc, $age asc
+return { "name": $name, "age": $age }
+  
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/optimizerts/queries/orders-aggreg.aql b/asterix-app/src/test/resources/optimizerts/queries/orders-aggreg.aql
new file mode 100644
index 0000000..c2f96f6
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/orders-aggreg.aql
@@ -0,0 +1,27 @@
+drop dataverse orders-aggreg if exists;
+
+create dataverse orders-aggreg;
+
+use dataverse orders-aggreg;
+
+create type OrderType as closed {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Orders(OrderType)
+  partitioned by key oid on group1;
+
+write output to nc1:"/tmp/orders-aggreg.adm";
+
+for $o in dataset('Orders')
+group by $cid := $o.cid with $o
+return { "cid": $cid , "ordpercust": count($o),  
+         "totalcust": sum(for $i in $o return $i.total), 
+         "avgcust": avg(for $i in $o return $i.total) } 
diff --git a/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive_01.aql b/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive_01.aql
new file mode 100644
index 0000000..f5b5067
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive_01.aql
@@ -0,0 +1,40 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+use dataverse tpch;
+
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+create index idx_Orders_Custkey on Orders(o_custkey);
+
+write output to nc1:"/tmp/index_search-conjunctive.adm";
+
+
+for $o in dataset('Orders')
+where
+  $o.o_custkey = 40 and $o.o_totalprice > 150000.0
+order by $o.o_orderkey
+return {  
+  "o_orderkey": $o.o_orderkey,
+  "o_custkey": $o.o_custkey
+}
diff --git a/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive_02.aql b/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive_02.aql
new file mode 100644
index 0000000..fed390c
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive_02.aql
@@ -0,0 +1,41 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+use dataverse tpch;
+
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+create index idx_Orders_Custkey on Orders(o_custkey);
+
+write output to nc1:"/tmp/index_search-conjunctive.adm";
+
+
+for $o in dataset('Orders')
+where
+  $o.o_custkey = 40 and $o.o_totalprice > 150000.0
+order by $o.o_orderkey
+return {  
+  "o_orderkey": $o.o_orderkey,
+  "o_custkey": $o.o_custkey,
+  "o_totalprice": $o.o_totalprice
+}
diff --git a/asterix-app/src/test/resources/optimizerts/queries/orders-index-search.aql b/asterix-app/src/test/resources/optimizerts/queries/orders-index-search.aql
new file mode 100644
index 0000000..75be90b
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/orders-index-search.aql
@@ -0,0 +1,35 @@
+drop dataverse index_search if exists;
+
+create dataverse index_search;
+
+use dataverse index_search;
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+
+create index idx_Orders_Custkey on Orders(o_custkey);
+
+write output to nc1:"/tmp/index_search.adm";
+
+for $o in dataset('Orders')
+where
+  $o.o_custkey = 40
+return {  
+  "o_orderkey": $o.o_orderkey,
+  "o_custkey": $o.o_custkey 
+}
diff --git a/asterix-app/src/test/resources/optimizerts/queries/prim-idx-search.aql b/asterix-app/src/test/resources/optimizerts/queries/prim-idx-search.aql
new file mode 100644
index 0000000..7a22597
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/prim-idx-search.aql
@@ -0,0 +1,36 @@
+drop dataverse prim_index_search if exists;
+
+create dataverse prim_index_search;
+
+use dataverse prim_index_search;
+
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+
+
+write output to nc1:"/tmp/prim_index_search.adm";
+
+
+for $o in dataset('Orders')
+where
+  $o.o_orderkey = 34
+return {  
+  "o_orderkey": $o.o_orderkey,
+  "o_custkey": $o.o_custkey 
+}
diff --git a/asterix-app/src/test/resources/optimizerts/queries/pull_select_above_eq_join.aql b/asterix-app/src/test/resources/optimizerts/queries/pull_select_above_eq_join.aql
new file mode 100644
index 0000000..dfc05ff
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/pull_select_above_eq_join.aql
@@ -0,0 +1,36 @@
+drop dataverse pull-select-above-eq-join if exists;
+
+create dataverse pull-select-above-eq-join;
+
+use dataverse pull-select-above-eq-join;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  city: string,
+  lottery_numbers: {{int32}}
+}
+
+create type VisitorType as open {
+  vid: int32, 
+  name: string,
+  city: string,
+  lottery_numbers: {{int32}}
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Users(UserType) 
+  partitioned by key uid on group1;
+
+create dataset Visitors(VisitorType) 
+  partitioned by key vid on group1;
+
+
+write output to nc1:"/tmp/pull-select-above-eq-join.adm";
+
+for $user in dataset('Users')
+for $visitor in dataset('Visitors')
+where $user.name = $visitor.name
+      and $user.city != $visitor.city
+return {"uid": $user.uid, "vid": $visitor.vid}
diff --git a/asterix-app/src/test/resources/optimizerts/queries/push-project-through-group.aql b/asterix-app/src/test/resources/optimizerts/queries/push-project-through-group.aql
new file mode 100644
index 0000000..5dd229b
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/push-project-through-group.aql
@@ -0,0 +1,28 @@
+drop dataverse fuzzyjoin_080 if exists;
+
+create dataverse fuzzyjoin_080;
+
+use dataverse fuzzyjoin_080;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) 
+  partitioned by key id on group1;
+
+
+write output to nc1:'rttest/fuzzyjoin_080.adm';
+
+    for $paperDBLP in dataset('DBLP')
+    let $matches :=
+            for $paper in dataset('DBLP')
+            where $paper.authors = $paperDBLP.authors        
+            return $paper.title
+    return {'id': $paperDBLP.id, 'matches':$matches}
diff --git a/asterix-app/src/test/resources/optimizerts/queries/push_limit.aql b/asterix-app/src/test/resources/optimizerts/queries/push_limit.aql
new file mode 100644
index 0000000..a9c4fe7
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/push_limit.aql
@@ -0,0 +1,28 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+use dataverse tpch;
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+
+write output to nc1:"/tmp/push_limit.adm";
+
+for $o in dataset('Orders')
+where $o.o_totalprice > 100
+order by $o.o_orderkey
+limit 10 offset 5
+return { "price": $o.o_totalprice, "date": $o.o_orderdate }
+
diff --git a/asterix-app/src/test/resources/optimizerts/queries/q1.aql b/asterix-app/src/test/resources/optimizerts/queries/q1.aql
new file mode 100644
index 0000000..8f62292
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/q1.aql
@@ -0,0 +1,37 @@
+drop dataverse events if exists;
+create dataverse events;
+use dataverse events;
+
+
+create type AddressType as closed {
+  street: string,
+  city: string,
+  zip: string,
+  latlong: point
+}
+
+create type UserType as open {
+  name: string,
+  email: string,
+  interests: {{string}},
+  address: AddressType,
+  member_of: {{
+    {
+      sig_name: string,
+      chapter_name: string,
+      member_since: date
+    }
+  }}
+}
+
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset User(UserType) partitioned by key name on group1;
+
+write output to nc1:"/tmp/q1.adm";
+
+for $user in dataset('User')
+where some $i in $user.interests
+  satisfies $i = "movies"
+return {"name": $user.name}
diff --git a/asterix-app/src/test/resources/optimizerts/queries/q2.aql b/asterix-app/src/test/resources/optimizerts/queries/q2.aql
new file mode 100644
index 0000000..17b1f86
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/q2.aql
@@ -0,0 +1,52 @@
+drop dataverse events if exists;
+create dataverse events;
+use dataverse events;
+
+
+create type AddressType as closed {
+  street: string,
+  city: string,
+  zip: string
+ //, latlong: point
+}
+
+create type EventType as closed {
+  name: string,
+  location: AddressType	?,
+  organizers: {{ 
+   {
+     name: string,
+     role: string
+   }
+  }},
+  sponsoring_sigs: [
+    {
+      sig_name: string,
+      chapter_name: string
+    }
+  ],
+  interest_keywords: {{string}},
+  price: double?,
+  start_time: datetime,
+  end_time: datetime
+}
+
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Event(EventType) partitioned by key name on group1;
+
+write output to nc1:"/tmp/q2.adm";
+
+for $event in dataset('Event')
+for $sponsor in $event.sponsoring_sigs
+let $es := { "event": $event, "sponsor": $sponsor }
+group by $sig_name := $sponsor.sig_name with $es
+let $sig_sponsorship_count := count($es)
+let $by_chapter :=
+   for $e in $es
+   group by $chapter_name := $e.sponsor.chapter_name with $e
+   return { "chapter_name": $chapter_name, "escount" : count($e) }
+order by $sig_sponsorship_count desc
+limit 5
+return { "sig_name": $sig_name, "total_count": $sig_sponsorship_count, "chapter_breakdown": $by_chapter }
diff --git a/asterix-app/src/test/resources/optimizerts/queries/q3_shipping_priority.aql b/asterix-app/src/test/resources/optimizerts/queries/q3_shipping_priority.aql
new file mode 100644
index 0000000..89c6fd9
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/q3_shipping_priority.aql
@@ -0,0 +1,83 @@
+drop dataverse q3_shipping_priority if exists;
+
+create dataverse q3_shipping_priority;
+
+use dataverse q3_shipping_priority;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+write output to nc1:"/tmp/q3_shipping_priority.adm";
+
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+where
+  $c.c_mktsegment = 'BUILDING' and $c.c_custkey = $o.o_custkey 
+for $l in dataset('LineItems')
+where
+  $l.l_orderkey = $o.o_orderkey and
+  $o.o_orderdate < '1995-03-15' and $l.l_shipdate > '1995-03-15'
+  /*+ hash */
+group by $l_orderkey := $l.l_orderkey, $o_orderdate := $o.o_orderdate, $o_shippriority := $o.o_shippriority
+  with $l
+let $revenue := sum (
+  for $i in $l 
+  return 
+    $i.l_extendedprice * (1 - $i.l_discount)
+)
+order by $revenue desc, $o_orderdate
+limit 10
+return {  
+  "l_orderkey": $l_orderkey,
+  "revenue": $revenue,
+  "o_orderdate": $o_orderdate,
+  "o_shippriority": $o_shippriority 
+}
diff --git a/asterix-app/src/test/resources/optimizerts/queries/q5_local_supplier_volume.aql b/asterix-app/src/test/resources/optimizerts/queries/q5_local_supplier_volume.aql
new file mode 100644
index 0000000..6b5ccfa
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/q5_local_supplier_volume.aql
@@ -0,0 +1,122 @@
+drop dataverse q5_local_supplier if exists;
+
+create dataverse q5_local_supplier;
+
+use dataverse q5_local_supplier;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type RegionType as closed {
+  r_regionkey: int32,
+  r_name: string,
+  r_comment: string
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+create dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+create dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+create dataset Regions(RegionType)
+  partitioned by key r_regionkey on group1;
+  
+write output to nc1:"/tmp/q5_local_supplier.adm";
+
+
+for $c in dataset('Customers')
+for $o1 in 
+(  for $o in dataset('Orders')
+   for $l1 in (
+     for $l in dataset('LineItems')
+     for $s1 in 
+     (  for $s in dataset('Suppliers')
+        for $n1 in 
+        (  for $n in dataset('Nations')
+           for $r in dataset('Regions')
+             where $n.n_regionkey = $r.r_regionkey and $r.r_name = 'ASIA'
+           return 
+              {"n_name": $n.n_name, "n_nationkey": $n.n_nationkey}  )
+        where $s.s_nationkey = $n1.n_nationkey
+        return 
+           { "n_name": $n1.n_name, "s_suppkey": $s.s_suppkey, "s_nationkey": $s.s_nationkey }  )
+     where $l.l_suppkey = $s1.s_suppkey      
+     return 
+        { "n_name": $s1.n_name, "l_extendedprice": $l.l_extendedprice, "l_discount": $l.l_discount, "l_orderkey": $l.l_orderkey, "s_nationkey": $s1.s_nationkey }  )
+   where $l1.l_orderkey = $o.o_orderkey and $o.o_orderdate >= '1994-01-01' and $o.o_orderdate < '1995-01-01'
+   return 
+     { "n_name": $l1.n_name, "l_extendedprice": $l1.l_extendedprice, "l_discount": $l1.l_discount, "s_nationkey": $l1.s_nationkey, "o_custkey": $o.o_custkey }  )
+where $c.c_nationkey = $o1.s_nationkey and $c.c_custkey = $o1.o_custkey     
+/*+ hash*/
+group by $n_name := $o1.n_name with $o1
+let $revenue := sum (
+  for $i in $o1 
+  return 
+    $i.l_extendedprice * (1 - $i.l_discount)
+)
+order by $revenue desc
+return 
+  { "n_name": $n_name, "revenue": $revenue }
diff --git a/asterix-app/src/test/resources/optimizerts/queries/record_access.aql b/asterix-app/src/test/resources/optimizerts/queries/record_access.aql
new file mode 100644
index 0000000..f69f28c
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/record_access.aql
@@ -0,0 +1,9 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"/tmp/rec_access.adm";
+
+let $r := { "a": 2 }
+let $a := $r.a
+return $a
diff --git a/asterix-app/src/test/resources/optimizerts/queries/rtree-secondary-index.aql b/asterix-app/src/test/resources/optimizerts/queries/rtree-secondary-index.aql
new file mode 100644
index 0000000..d525458
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/rtree-secondary-index.aql
@@ -0,0 +1,32 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as closed {
+  id: int32,
+  point: point,
+  kwds: string,
+  line1: line,
+  line2: line,
+  poly1: polygon,
+  poly2: polygon,
+  rec: rectangle
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset MyData(MyRecord)
+  partitioned by key id on group1;
+
+load dataset MyData 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm")) pre-sorted;
+
+create index rtree_index_point on MyData(point) type rtree;
+
+
+write output to nc1:"rttest/index_rtree-secondary-index.adm";
+
+for $o in dataset('MyData')
+where spatial-intersect($o.point, create-polygon(create-point(4.0,1.0), create-point(4.0,4.0), create-point(12.0,4.0), create-point(12.0,1.0)))
+return {"id":$o.id}
diff --git a/asterix-app/src/test/resources/optimizerts/queries/scan-delete-all.aql b/asterix-app/src/test/resources/optimizerts/queries/scan-delete-all.aql
new file mode 100644
index 0000000..d30b7f8
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/scan-delete-all.aql
@@ -0,0 +1,38 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type LineIDType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset LineItems_q1(LineItemType)
+  partitioned by key l_orderkey on group1;
+
+create dataset LineID(LineIDType)
+  partitioned by key l_orderkey on group1;
+
+delete $l from dataset LineItems_q1;
diff --git a/asterix-app/src/test/resources/optimizerts/queries/scan-delete-rtree-secondary-index.aql b/asterix-app/src/test/resources/optimizerts/queries/scan-delete-rtree-secondary-index.aql
new file mode 100644
index 0000000..5f1e8d3
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/scan-delete-rtree-secondary-index.aql
@@ -0,0 +1,27 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as closed {
+  id: int32,
+  point: point,
+  kwds: string,
+  line1: line,
+  line2: line,
+  poly1: polygon,
+  poly2: polygon,
+  rec: rectangle
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset MyData(MyRecord)
+  partitioned by key id on group1;
+
+load dataset MyData 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm")) pre-sorted;
+
+create index rtree_index_point on MyData(point) type rtree;
+
+delete $m from dataset MyData where $m.id>5;
diff --git a/asterix-app/src/test/resources/optimizerts/queries/scan-delete.aql b/asterix-app/src/test/resources/optimizerts/queries/scan-delete.aql
new file mode 100644
index 0000000..9bf6a4c
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/scan-delete.aql
@@ -0,0 +1,39 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+
+create type LineIDType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset LineItems_q1(LineItemType)
+  partitioned by key l_orderkey on group1;
+
+create dataset LineID(LineIDType)
+  partitioned by key l_orderkey on group1;
+
+delete $l from dataset LineItems_q1 where $l.l_shipdate <= '1998-09-02';
diff --git a/asterix-app/src/test/resources/optimizerts/queries/scan-insert-secondary-index.aql b/asterix-app/src/test/resources/optimizerts/queries/scan-insert-secondary-index.aql
new file mode 100644
index 0000000..afecc04
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/scan-insert-secondary-index.aql
@@ -0,0 +1,49 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type LineIDType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset LineItems_q1(LineItemType)
+  partitioned by key l_orderkey on group1;
+
+create dataset LineID(LineIDType)
+  partitioned by key l_orderkey on group1;
+  
+create index idx_LineID_partkey on LineID(l_partkey);
+create index idx_LineID_suppkey on LineID(l_suppkey);
+
+insert into dataset LineID (
+for $l in dataset('LineItems_q1')
+//	where $l.l_shipdate <= '1998-09-02'
+	return {
+		"l_orderkey": $l.l_orderkey,
+		"l_partkey": $l.l_partkey,
+		"l_suppkey": $l.l_partkey
+	}
+);
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/optimizerts/queries/scan-insert.aql b/asterix-app/src/test/resources/optimizerts/queries/scan-insert.aql
new file mode 100644
index 0000000..beb73a7
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/scan-insert.aql
@@ -0,0 +1,46 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type LineIDType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset LineItems_q1(LineItemType)
+  partitioned by key l_orderkey on group1;
+
+create dataset LineID(LineIDType)
+  partitioned by key l_orderkey on group1;
+
+insert into dataset LineID (
+for $l in dataset('LineItems_q1')
+//	where $l.l_shipdate <= '1998-09-02'
+	return {
+		"l_orderkey": $l.l_orderkey,
+		"l_partkey": $l.l_partkey,
+		"l_suppkey": $l.l_partkey
+	}
+);
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/optimizerts/queries/sort-cust.aql b/asterix-app/src/test/resources/optimizerts/queries/sort-cust.aql
new file mode 100644
index 0000000..ec4f6f1
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/sort-cust.aql
@@ -0,0 +1,37 @@
+drop dataverse custlimit if exists;
+
+create dataverse custlimit;
+
+use dataverse custlimit;
+
+create type AddressType as closed {
+  number: int32,
+  street: string,
+  city: string
+}
+
+create type CustomerType as closed {
+  cid: int32,
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+
+
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Customers(CustomerType)
+  partitioned by key cid on group1;
+
+write output to nc1:"/tmp/custlimit.adm";
+
+for $c in dataset('Customers')
+order by $c.age
+limit 10 // offset 10000
+return {"custname":$c.name, "custage":$c.age}
diff --git a/asterix-app/src/test/resources/optimizerts/queries/unnest_list_in_subplan.aql b/asterix-app/src/test/resources/optimizerts/queries/unnest_list_in_subplan.aql
new file mode 100644
index 0000000..5a943f1
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/unnest_list_in_subplan.aql
@@ -0,0 +1,37 @@
+drop dataverse fuzzyjoin if exists;
+create dataverse fuzzyjoin;
+use dataverse fuzzyjoin;
+
+create type DBLPType as closed {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type TOKENSRANKEDADMType as closed {
+  token: int32,
+  rank: int32
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset TOKENSRANKEDADM(TOKENSRANKEDADMType) partitioned by key rank on group1;
+
+write output to nc1:'rttest/unnest_list_in_subplan.adm';
+
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked in dataset('TOKENSRANKEDADM')
+        where $tokenUnranked = $tokenRanked.token
+        order by $tokenRanked.rank
+        return $tokenRanked.rank
+    return {'id': $idDBLP, 'tokens': $tokensDBLP}
diff --git a/asterix-app/src/test/resources/optimizerts/results/const-folding.plan b/asterix-app/src/test/resources/optimizerts/results/const-folding.plan
new file mode 100644
index 0000000..70e2daa
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/const-folding.plan
@@ -0,0 +1,4 @@
+-- SINK_WRITE  |UNPARTITIONED|
+  -- STREAM_PROJECT  |UNPARTITIONED|
+    -- ASSIGN  |UNPARTITIONED|
+      -- EMPTY_TUPLE_SOURCE  |UNPARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/count-tweets.plan b/asterix-app/src/test/resources/optimizerts/results/count-tweets.plan
new file mode 100644
index 0000000..4f1d53f
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/count-tweets.plan
@@ -0,0 +1,27 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+          -- PRE_CLUSTERED_GROUP_BY[$$14]  |PARTITIONED|
+                  {
+                    -- AGGREGATE  |LOCAL|
+                      -- NESTED_TUPLE_SOURCE  |LOCAL|
+                  }
+            -- HASH_PARTITION_MERGE_EXCHANGE MERGE:[$$14(ASC)] HASH:[$$14]  |PARTITIONED|
+              -- PRE_CLUSTERED_GROUP_BY[$$4]  |LOCAL|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+                  -- STABLE_SORT [$$4(ASC)]  |LOCAL|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- UNNEST  |PARTITIONED|
+                          -- ASSIGN  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- DATASOURCE_SCAN  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/cust_group_no_agg.plan b/asterix-app/src/test/resources/optimizerts/results/cust_group_no_agg.plan
new file mode 100644
index 0000000..6559478
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/cust_group_no_agg.plan
@@ -0,0 +1,18 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- SORT_MERGE_EXCHANGE [$$1(ASC) ]  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+        -- PRE_CLUSTERED_GROUP_BY[$$6]  |PARTITIONED|
+                {
+                  -- AGGREGATE  |LOCAL|
+                    -- NESTED_TUPLE_SOURCE  |LOCAL|
+                }
+          -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+            -- STABLE_SORT [$$6(ASC)]  |LOCAL|
+              -- HASH_PARTITION_EXCHANGE [$$6]  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- DATASOURCE_SCAN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/denorm-cust-order.plan b/asterix-app/src/test/resources/optimizerts/results/denorm-cust-order.plan
new file mode 100644
index 0000000..347a895
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/denorm-cust-order.plan
@@ -0,0 +1,27 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+          -- PRE_CLUSTERED_GROUP_BY[$$15]  |PARTITIONED|
+                  {
+                    -- AGGREGATE  |LOCAL|
+                      -- NESTED_TUPLE_SOURCE  |LOCAL|
+                  }
+            -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+              -- STABLE_SORT [$$15(ASC)]  |LOCAL|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- HYBRID_HASH_JOIN [$$15][$$19]  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- DATASOURCE_SCAN  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$19]  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- DATASOURCE_SCAN  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/fj-dblp-csx.plan b/asterix-app/src/test/resources/optimizerts/results/fj-dblp-csx.plan
new file mode 100644
index 0000000..3130442
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/fj-dblp-csx.plan
@@ -0,0 +1,90 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- STREAM_PROJECT  |PARTITIONED|
+    -- ASSIGN  |PARTITIONED|
+      -- SORT_MERGE_EXCHANGE [$$18(ASC), $$19(ASC) ]  |PARTITIONED|
+        -- PRE_CLUSTERED_GROUP_BY[$$42, $$44]  |PARTITIONED|
+                {
+                  -- AGGREGATE  |LOCAL|
+                    -- NESTED_TUPLE_SOURCE  |LOCAL|
+                }
+          -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+            -- STABLE_SORT [$$42(ASC), $$44(ASC)]  |LOCAL|
+              -- HASH_PARTITION_EXCHANGE [$$42, $$44]  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- HYBRID_HASH_JOIN [$$8][$$17]  |PARTITIONED|
+                      -- HASH_PARTITION_EXCHANGE [$$8]  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- UNNEST  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- PRE_CLUSTERED_GROUP_BY[$$46]  |PARTITIONED|
+                                      {
+                                        -- AGGREGATE  |LOCAL|
+                                          -- STREAM_SELECT  |LOCAL|
+                                            -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                      }
+                                -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+                                  -- STABLE_SORT [$$46(ASC), $$6(ASC)]  |LOCAL|
+                                    -- HASH_PARTITION_EXCHANGE [$$46]  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- HYBRID_HASH_JOIN [$$4][$$26]  |PARTITIONED|
+                                            -- HASH_PARTITION_EXCHANGE [$$4]  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- UNNEST  |PARTITIONED|
+                                                  -- ASSIGN  |PARTITIONED|
+                                                    -- ASSIGN  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- DATASOURCE_SCAN  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- STREAM_PROJECT  |UNPARTITIONED|
+                                                -- ASSIGN  |UNPARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- SPLIT  |PARTITIONED|
+                                                      -- HASH_PARTITION_EXCHANGE [$$35]  |PARTITIONED|
+                                                        -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                              -- ASSIGN  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- DATASOURCE_SCAN  |PARTITIONED|
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                      -- HASH_PARTITION_EXCHANGE [$$17]  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- UNNEST  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- PRE_CLUSTERED_GROUP_BY[$$47]  |PARTITIONED|
+                                      {
+                                        -- AGGREGATE  |LOCAL|
+                                          -- STREAM_SELECT  |LOCAL|
+                                            -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                      }
+                                -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+                                  -- STABLE_SORT [$$47(ASC), $$15(ASC)]  |LOCAL|
+                                    -- HASH_PARTITION_EXCHANGE [$$47]  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- HYBRID_HASH_JOIN [$$13][$$35]  |PARTITIONED|
+                                            -- HASH_PARTITION_EXCHANGE [$$13]  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- UNNEST  |PARTITIONED|
+                                                  -- ASSIGN  |PARTITIONED|
+                                                    -- ASSIGN  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- DATASOURCE_SCAN  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- SPLIT  |PARTITIONED|
+                                                -- HASH_PARTITION_EXCHANGE [$$35]  |PARTITIONED|
+                                                  -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                    -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- DATASOURCE_SCAN  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/fj-phase1.plan b/asterix-app/src/test/resources/optimizerts/results/fj-phase1.plan
new file mode 100644
index 0000000..3042fae
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/fj-phase1.plan
@@ -0,0 +1,52 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+          -- PRE_CLUSTERED_GROUP_BY[$$23]  |PARTITIONED|
+                  {
+                    -- AGGREGATE  |LOCAL|
+                      -- STREAM_SELECT  |LOCAL|
+                        -- NESTED_TUPLE_SOURCE  |LOCAL|
+                  }
+            -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+              -- STABLE_SORT [$$23(ASC), $$7(ASC)]  |LOCAL|
+                -- HASH_PARTITION_EXCHANGE [$$23]  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- HYBRID_HASH_JOIN [$$2][$$7]  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$2]  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- UNNEST  |PARTITIONED|
+                              -- ASSIGN  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- DATASOURCE_SCAN  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$7]  |PARTITIONED|
+                          -- RUNNING_AGGREGATE  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- SORT_MERGE_EXCHANGE [$$24(DESC) ]  |PARTITIONED|
+                                -- STABLE_SORT [$$24(DESC)]  |LOCAL|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- PRE_CLUSTERED_GROUP_BY[$$30]  |PARTITIONED|
+                                            {
+                                              -- AGGREGATE  |LOCAL|
+                                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                            }
+                                      -- HASH_PARTITION_MERGE_EXCHANGE MERGE:[$$30(ASC)] HASH:[$$30]  |PARTITIONED|
+                                        -- PRE_CLUSTERED_GROUP_BY[$$6]  |LOCAL|
+                                                {
+                                                  -- AGGREGATE  |LOCAL|
+                                                    -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                                }
+                                          -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+                                            -- STABLE_SORT [$$6(ASC)]  |LOCAL|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                  -- UNNEST  |PARTITIONED|
+                                                    -- ASSIGN  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- DATASOURCE_SCAN  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/fj-phase2-with-hints.plan b/asterix-app/src/test/resources/optimizerts/results/fj-phase2-with-hints.plan
new file mode 100644
index 0000000..bac7a04
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/fj-phase2-with-hints.plan
@@ -0,0 +1,53 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- STREAM_PROJECT  |PARTITIONED|
+    -- ASSIGN  |PARTITIONED|
+      -- SORT_MERGE_EXCHANGE [$$31(ASC) ]  |PARTITIONED|
+        -- STABLE_SORT [$$31(ASC)]  |LOCAL|
+          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                -- PRE_CLUSTERED_GROUP_BY[$$27]  |PARTITIONED|
+                        {
+                          -- AGGREGATE  |LOCAL|
+                            -- IN_MEMORY_STABLE_SORT [$$5(ASC)]  |LOCAL|
+                              -- STREAM_SELECT  |LOCAL|
+                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                        }
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- IN_MEMORY_HASH_JOIN [$$3][$$8]  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- UNNEST  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- ASSIGN  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- DATASOURCE_SCAN  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                          -- BROADCAST_EXCHANGE  |PARTITIONED|
+                            -- RUNNING_AGGREGATE  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- SORT_MERGE_EXCHANGE [$$28(ASC), $$8(ASC) ]  |PARTITIONED|
+                                  -- STABLE_SORT [$$28(ASC), $$8(ASC)]  |LOCAL|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- EXTERNAL_GROUP_BY[$$36]  |PARTITIONED|
+                                              {
+                                                -- AGGREGATE  |LOCAL|
+                                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                              }
+                                        -- HASH_PARTITION_EXCHANGE [$$36]  |PARTITIONED|
+                                          -- EXTERNAL_GROUP_BY[$$7]  |LOCAL|
+                                                  {
+                                                    -- AGGREGATE  |LOCAL|
+                                                      -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                                  }
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- UNNEST  |PARTITIONED|
+                                                  -- ASSIGN  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- DATASOURCE_SCAN  |PARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/inline-funs.plan b/asterix-app/src/test/resources/optimizerts/results/inline-funs.plan
new file mode 100644
index 0000000..70e2daa
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/inline-funs.plan
@@ -0,0 +1,4 @@
+-- SINK_WRITE  |UNPARTITIONED|
+  -- STREAM_PROJECT  |UNPARTITIONED|
+    -- ASSIGN  |UNPARTITIONED|
+      -- EMPTY_TUPLE_SOURCE  |UNPARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/inlined_q18_large_volume_customer.plan b/asterix-app/src/test/resources/optimizerts/results/inlined_q18_large_volume_customer.plan
new file mode 100644
index 0000000..81b10a9
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/inlined_q18_large_volume_customer.plan
@@ -0,0 +1,84 @@
+-- SINK_WRITE  |UNPARTITIONED|
+  -- STREAM_PROJECT  |UNPARTITIONED|
+    -- ASSIGN  |UNPARTITIONED|
+      -- STREAM_LIMIT  |UNPARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$12(DESC), $$11(ASC) ]  |PARTITIONED|
+          -- STREAM_LIMIT  |LOCAL|
+            -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+              -- STABLE_SORT [$$12(DESC), $$11(ASC)]  |LOCAL|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- PRE_CLUSTERED_GROUP_BY[$$73, $$74]  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- HASH_PARTITION_MERGE_EXCHANGE MERGE:[$$73(ASC), $$74(ASC)] HASH:[$$73, $$74]  |PARTITIONED|
+                      -- PRE_CLUSTERED_GROUP_BY[$$54, $$55]  |LOCAL|
+                              {
+                                -- AGGREGATE  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                              }
+                        -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+                          -- STABLE_SORT [$$54(ASC), $$55(ASC)]  |LOCAL|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- HYBRID_HASH_JOIN [$$55][$$58]  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- HYBRID_HASH_JOIN [$$55][$$4]  |PARTITIONED|
+                                            -- HASH_PARTITION_EXCHANGE [$$55]  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- HYBRID_HASH_JOIN [$$54][$$63]  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- DATASOURCE_SCAN  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                    -- HASH_PARTITION_EXCHANGE [$$63]  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- DATASOURCE_SCAN  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                            -- HASH_PARTITION_EXCHANGE [$$4]  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- STREAM_SELECT  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- PRE_CLUSTERED_GROUP_BY[$$70]  |PARTITIONED|
+                                                            {
+                                                              -- AGGREGATE  |LOCAL|
+                                                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                                            }
+                                                      -- HASH_PARTITION_MERGE_EXCHANGE MERGE:[$$70(ASC)] HASH:[$$70]  |PARTITIONED|
+                                                        -- PRE_CLUSTERED_GROUP_BY[$$56]  |LOCAL|
+                                                                {
+                                                                  -- AGGREGATE  |LOCAL|
+                                                                    -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                                                }
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- SPLIT  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                                  -- ASSIGN  |PARTITIONED|
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      -- DATASOURCE_SCAN  |PARTITIONED|
+                                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                    -- HASH_PARTITION_EXCHANGE [$$58]  |PARTITIONED|
+                                      -- STREAM_PROJECT  |UNPARTITIONED|
+                                        -- ASSIGN  |UNPARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- SPLIT  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                  -- ASSIGN  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- DATASOURCE_SCAN  |PARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/introhashpartitionmerge.plan b/asterix-app/src/test/resources/optimizerts/results/introhashpartitionmerge.plan
new file mode 100644
index 0000000..097c0df
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/introhashpartitionmerge.plan
@@ -0,0 +1,21 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- SORT_MERGE_EXCHANGE [$$13(ASC) ]  |PARTITIONED|
+    -- STABLE_SORT [$$13(ASC)]  |LOCAL|
+      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+            -- HYBRID_HASH_JOIN [$$15][$$16]  |PARTITIONED|
+              -- HASH_PARTITION_EXCHANGE [$$15]  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- DATASOURCE_SCAN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+              -- HASH_PARTITION_MERGE_EXCHANGE MERGE:[$$13(ASC)] HASH:[$$16]  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- DATASOURCE_SCAN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/join-super-key_01.plan b/asterix-app/src/test/resources/optimizerts/results/join-super-key_01.plan
new file mode 100644
index 0000000..ac5a3a8
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/join-super-key_01.plan
@@ -0,0 +1,20 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+          -- HYBRID_HASH_JOIN [$$20, $$22, $$16][$$19, $$23, $$18]  |PARTITIONED|
+            -- HASH_PARTITION_EXCHANGE [$$16, $$20, $$22]  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- DATASOURCE_SCAN  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+            -- HASH_PARTITION_EXCHANGE [$$19, $$18, $$23]  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- DATASOURCE_SCAN  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/join-super-key_02.plan b/asterix-app/src/test/resources/optimizerts/results/join-super-key_02.plan
new file mode 100644
index 0000000..eb5e8c8
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/join-super-key_02.plan
@@ -0,0 +1,20 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+          -- HYBRID_HASH_JOIN [$$17, $$23, $$16][$$20, $$22, $$18]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- DATASOURCE_SCAN  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+            -- HASH_PARTITION_EXCHANGE [$$18, $$20]  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- DATASOURCE_SCAN  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/loj-super-key_01.plan b/asterix-app/src/test/resources/optimizerts/results/loj-super-key_01.plan
new file mode 100644
index 0000000..69d63d5
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/loj-super-key_01.plan
@@ -0,0 +1,29 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+          -- PRE_CLUSTERED_GROUP_BY[$$22, $$23]  |PARTITIONED|
+                  {
+                    -- AGGREGATE  |LOCAL|
+                      -- STREAM_SELECT  |LOCAL|
+                        -- NESTED_TUPLE_SOURCE  |LOCAL|
+                  }
+            -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+              -- STABLE_SORT [$$22(ASC), $$23(ASC)]  |LOCAL|
+                -- HASH_PARTITION_EXCHANGE [$$23, $$22]  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- HYBRID_HASH_JOIN [$$24, $$22, $$28][$$25, $$19, $$20]  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$22, $$24, $$28]  |PARTITIONED|
+                          -- ASSIGN  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- DATASOURCE_SCAN  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$19, $$20, $$25]  |PARTITIONED|
+                          -- ASSIGN  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- DATASOURCE_SCAN  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/loj-super-key_02.plan b/asterix-app/src/test/resources/optimizerts/results/loj-super-key_02.plan
new file mode 100644
index 0000000..7b0bf69
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/loj-super-key_02.plan
@@ -0,0 +1,30 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+          -- PRE_CLUSTERED_GROUP_BY[$$22, $$23]  |PARTITIONED|
+                  {
+                    -- AGGREGATE  |LOCAL|
+                      -- STREAM_SELECT  |LOCAL|
+                        -- NESTED_TUPLE_SOURCE  |LOCAL|
+                  }
+            -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+              -- STABLE_SORT [$$22(ASC), $$23(ASC)]  |LOCAL|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- HYBRID_HASH_JOIN [$$25, $$22, $$23][$$24, $$19, $$28]  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- ASSIGN  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- DATASOURCE_SCAN  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$19, $$28]  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- DATASOURCE_SCAN  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/nested_loj2.plan b/asterix-app/src/test/resources/optimizerts/results/nested_loj2.plan
new file mode 100644
index 0000000..a203f14
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/nested_loj2.plan
@@ -0,0 +1,44 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+          -- PRE_CLUSTERED_GROUP_BY[$$25]  |PARTITIONED|
+                  {
+                    -- AGGREGATE  |LOCAL|
+                      -- MICRO_PRE_CLUSTERED_GROUP_BY[$$23]  |LOCAL|
+                              {
+                                -- AGGREGATE  |LOCAL|
+                                  -- STREAM_SELECT  |LOCAL|
+                                    -- NESTED_TUPLE_SOURCE  |LOCAL|
+                              }
+                        -- STREAM_SELECT  |LOCAL|
+                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                  }
+            -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+              -- STABLE_SORT [$$25(ASC), $$23(ASC)]  |LOCAL|
+                -- HASH_PARTITION_EXCHANGE [$$25]  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- HYBRID_HASH_JOIN [$$23][$$20]  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$23]  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- HYBRID_HASH_JOIN [$$25][$$26]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- DATASOURCE_SCAN  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                -- HASH_PARTITION_EXCHANGE [$$26]  |PARTITIONED|
+                                  -- ASSIGN  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- DATASOURCE_SCAN  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$20]  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- DATASOURCE_SCAN  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/nested_loj3.plan b/asterix-app/src/test/resources/optimizerts/results/nested_loj3.plan
new file mode 100644
index 0000000..17cae26
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/nested_loj3.plan
@@ -0,0 +1,59 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+          -- PRE_CLUSTERED_GROUP_BY[$$42]  |PARTITIONED|
+                  {
+                    -- AGGREGATE  |LOCAL|
+                      -- MICRO_PRE_CLUSTERED_GROUP_BY[$$40]  |LOCAL|
+                              {
+                                -- AGGREGATE  |LOCAL|
+                                  -- MICRO_PRE_CLUSTERED_GROUP_BY[$$37, $$38]  |LOCAL|
+                                          {
+                                            -- AGGREGATE  |LOCAL|
+                                              -- STREAM_SELECT  |LOCAL|
+                                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                          }
+                                    -- IN_MEMORY_STABLE_SORT [$$37(ASC), $$38(ASC)]  |LOCAL|
+                                      -- STREAM_SELECT  |LOCAL|
+                                        -- NESTED_TUPLE_SOURCE  |LOCAL|
+                              }
+                        -- IN_MEMORY_STABLE_SORT [$$40(ASC), $$38(ASC)]  |LOCAL|
+                          -- STREAM_SELECT  |LOCAL|
+                            -- NESTED_TUPLE_SOURCE  |LOCAL|
+                  }
+            -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+              -- STABLE_SORT [$$42(ASC), $$40(ASC)]  |LOCAL|
+                -- HASH_PARTITION_EXCHANGE [$$42]  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- HYBRID_HASH_JOIN [$$48, $$50][$$34, $$35]  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$50, $$48]  |PARTITIONED|
+                          -- HYBRID_HASH_JOIN [$$40][$$37]  |PARTITIONED|
+                            -- HASH_PARTITION_EXCHANGE [$$40]  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- HYBRID_HASH_JOIN [$$42][$$43]  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- DATASOURCE_SCAN  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                    -- HASH_PARTITION_EXCHANGE [$$43]  |PARTITIONED|
+                                      -- ASSIGN  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- DATASOURCE_SCAN  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                            -- HASH_PARTITION_EXCHANGE [$$37]  |PARTITIONED|
+                              -- ASSIGN  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- DATASOURCE_SCAN  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- ASSIGN  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- DATASOURCE_SCAN  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/noncollocated.plan b/asterix-app/src/test/resources/optimizerts/results/noncollocated.plan
new file mode 100644
index 0000000..32a0b06
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/noncollocated.plan
@@ -0,0 +1,20 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+          -- HYBRID_HASH_JOIN [$$10][$$11]  |PARTITIONED|
+            -- HASH_PARTITION_EXCHANGE [$$10]  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- DATASOURCE_SCAN  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+            -- HASH_PARTITION_EXCHANGE [$$11]  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- DATASOURCE_SCAN  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/orderby-desc-using-gby.plan b/asterix-app/src/test/resources/optimizerts/results/orderby-desc-using-gby.plan
new file mode 100644
index 0000000..671187a
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/orderby-desc-using-gby.plan
@@ -0,0 +1,18 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- STREAM_PROJECT  |PARTITIONED|
+    -- ASSIGN  |PARTITIONED|
+      -- SORT_MERGE_EXCHANGE [$$1(DESC) ]  |PARTITIONED|
+        -- PRE_CLUSTERED_GROUP_BY[$$9]  |PARTITIONED|
+                {
+                  -- AGGREGATE  |LOCAL|
+                    -- NESTED_TUPLE_SOURCE  |LOCAL|
+                }
+          -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+            -- STABLE_SORT [$$9(DESC)]  |LOCAL|
+              -- HASH_PARTITION_EXCHANGE [$$9]  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- DATASOURCE_SCAN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/orders-aggreg.plan b/asterix-app/src/test/resources/optimizerts/results/orders-aggreg.plan
new file mode 100644
index 0000000..df2a96e
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/orders-aggreg.plan
@@ -0,0 +1,25 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+          -- PRE_CLUSTERED_GROUP_BY[$$24]  |PARTITIONED|
+                  {
+                    -- AGGREGATE  |LOCAL|
+                      -- NESTED_TUPLE_SOURCE  |LOCAL|
+                  }
+            -- HASH_PARTITION_MERGE_EXCHANGE MERGE:[$$24(ASC)] HASH:[$$24]  |PARTITIONED|
+              -- PRE_CLUSTERED_GROUP_BY[$$16]  |LOCAL|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+                  -- STABLE_SORT [$$16(ASC)]  |LOCAL|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- DATASOURCE_SCAN  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/orders-index-search-conjunctive_01.plan b/asterix-app/src/test/resources/optimizerts/results/orders-index-search-conjunctive_01.plan
new file mode 100644
index 0000000..6c99d34
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/orders-index-search-conjunctive_01.plan
@@ -0,0 +1,18 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- STREAM_PROJECT  |PARTITIONED|
+    -- ASSIGN  |PARTITIONED|
+      -- SORT_MERGE_EXCHANGE [$$11(ASC) ]  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- ASSIGN  |PARTITIONED|
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                -- BTREE_SEARCH  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+                    -- STABLE_SORT [$$19(ASC)]  |LOCAL|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/optimizerts/results/orders-index-search-conjunctive_02.plan b/asterix-app/src/test/resources/optimizerts/results/orders-index-search-conjunctive_02.plan
new file mode 100644
index 0000000..7aff2c2
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/orders-index-search-conjunctive_02.plan
@@ -0,0 +1,18 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- STREAM_PROJECT  |PARTITIONED|
+    -- ASSIGN  |PARTITIONED|
+      -- SORT_MERGE_EXCHANGE [$$12(ASC) ]  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- ASSIGN  |PARTITIONED|
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                -- BTREE_SEARCH  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+                    -- STABLE_SORT [$$21(ASC)]  |LOCAL|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/orders-index-search.plan b/asterix-app/src/test/resources/optimizerts/results/orders-index-search.plan
new file mode 100644
index 0000000..ce5cbbf
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/orders-index-search.plan
@@ -0,0 +1,16 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- ASSIGN  |PARTITIONED|
+          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+            -- BTREE_SEARCH  |PARTITIONED|
+              -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+                -- STABLE_SORT [$$13(ASC)]  |LOCAL|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- BTREE_SEARCH  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/prim-idx-search.plan b/asterix-app/src/test/resources/optimizerts/results/prim-idx-search.plan
new file mode 100644
index 0000000..4ac0fda
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/prim-idx-search.plan
@@ -0,0 +1,10 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- ASSIGN  |PARTITIONED|
+          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+            -- BTREE_SEARCH  |PARTITIONED|
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/pull_select_above_eq_join.plan b/asterix-app/src/test/resources/optimizerts/results/pull_select_above_eq_join.plan
new file mode 100644
index 0000000..a82190a
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/pull_select_above_eq_join.plan
@@ -0,0 +1,21 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_SELECT  |UNPARTITIONED|
+          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+            -- HYBRID_HASH_JOIN [$$18][$$19]  |PARTITIONED|
+              -- HASH_PARTITION_EXCHANGE [$$18]  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- DATASOURCE_SCAN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+              -- HASH_PARTITION_EXCHANGE [$$19]  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- DATASOURCE_SCAN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/push-project-through-group.plan b/asterix-app/src/test/resources/optimizerts/results/push-project-through-group.plan
new file mode 100644
index 0000000..e74eaee
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/push-project-through-group.plan
@@ -0,0 +1,31 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+          -- PRE_CLUSTERED_GROUP_BY[$$15]  |PARTITIONED|
+                  {
+                    -- AGGREGATE  |LOCAL|
+                      -- STREAM_SELECT  |LOCAL|
+                        -- NESTED_TUPLE_SOURCE  |LOCAL|
+                  }
+            -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+              -- STABLE_SORT [$$15(ASC)]  |LOCAL|
+                -- HASH_PARTITION_EXCHANGE [$$15]  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- HYBRID_HASH_JOIN [$$17][$$16]  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$17]  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- DATASOURCE_SCAN  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$16]  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- DATASOURCE_SCAN  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/push_limit.plan b/asterix-app/src/test/resources/optimizerts/results/push_limit.plan
new file mode 100644
index 0000000..3400b25
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/push_limit.plan
@@ -0,0 +1,13 @@
+-- SINK_WRITE  |UNPARTITIONED|
+  -- STREAM_PROJECT  |UNPARTITIONED|
+    -- ASSIGN  |UNPARTITIONED|
+      -- STREAM_LIMIT  |UNPARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$8(ASC) ]  |PARTITIONED|
+          -- STREAM_PROJECT  |PARTITIONED|
+            -- STREAM_SELECT  |PARTITIONED|
+              -- ASSIGN  |PARTITIONED|
+                -- STREAM_LIMIT  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- DATASOURCE_SCAN  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/q1.plan b/asterix-app/src/test/resources/optimizerts/results/q1.plan
new file mode 100644
index 0000000..d723324
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/q1.plan
@@ -0,0 +1,18 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_SELECT  |PARTITIONED|
+          -- SUBPLAN  |PARTITIONED|
+                  {
+                    -- AGGREGATE  |LOCAL|
+                      -- STREAM_SELECT  |LOCAL|
+                        -- UNNEST  |LOCAL|
+                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                  }
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- ASSIGN  |PARTITIONED|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- DATASOURCE_SCAN  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/q2.plan b/asterix-app/src/test/resources/optimizerts/results/q2.plan
new file mode 100644
index 0000000..f4cc5ec
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/q2.plan
@@ -0,0 +1,40 @@
+-- SINK_WRITE  |UNPARTITIONED|
+  -- STREAM_PROJECT  |UNPARTITIONED|
+    -- ASSIGN  |UNPARTITIONED|
+      -- STREAM_LIMIT  |UNPARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$26(DESC) ]  |PARTITIONED|
+          -- STREAM_LIMIT  |LOCAL|
+            -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+              -- STABLE_SORT [$$26(DESC)]  |LOCAL|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- PRE_CLUSTERED_GROUP_BY[$$31]  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- MICRO_PRE_CLUSTERED_GROUP_BY[$$32]  |LOCAL|
+                                      {
+                                        -- AGGREGATE  |LOCAL|
+                                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                      }
+                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- HASH_PARTITION_MERGE_EXCHANGE MERGE:[$$31(ASC), $$32(ASC)] HASH:[$$31]  |PARTITIONED|
+                      -- PRE_CLUSTERED_GROUP_BY[$$23, $$24]  |LOCAL|
+                              {
+                                -- AGGREGATE  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                              }
+                        -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+                          -- STABLE_SORT [$$23(ASC), $$24(ASC)]  |LOCAL|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- UNNEST  |PARTITIONED|
+                                    -- ASSIGN  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- DATASOURCE_SCAN  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/q3_shipping_priority.plan b/asterix-app/src/test/resources/optimizerts/results/q3_shipping_priority.plan
new file mode 100644
index 0000000..1302637
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/q3_shipping_priority.plan
@@ -0,0 +1,53 @@
+-- SINK_WRITE  |UNPARTITIONED|
+  -- STREAM_PROJECT  |UNPARTITIONED|
+    -- ASSIGN  |UNPARTITIONED|
+      -- STREAM_LIMIT  |UNPARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$44(DESC), $$4(ASC) ]  |PARTITIONED|
+          -- STREAM_LIMIT  |LOCAL|
+            -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+              -- STABLE_SORT [$$44(DESC), $$4(ASC)]  |LOCAL|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- EXTERNAL_GROUP_BY[$$55, $$56, $$57]  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- HASH_PARTITION_EXCHANGE [$$55, $$57, $$56]  |PARTITIONED|
+                      -- EXTERNAL_GROUP_BY[$$42, $$46, $$39]  |LOCAL|
+                              {
+                                -- AGGREGATE  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                              }
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- HYBRID_HASH_JOIN [$$41][$$42]  |PARTITIONED|
+                                -- HASH_PARTITION_EXCHANGE [$$41]  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- HYBRID_HASH_JOIN [$$40][$$48]  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- STREAM_SELECT  |PARTITIONED|
+                                              -- ASSIGN  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- DATASOURCE_SCAN  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                        -- HASH_PARTITION_EXCHANGE [$$48]  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- STREAM_SELECT  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- DATASOURCE_SCAN  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                -- HASH_PARTITION_EXCHANGE [$$42]  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- STREAM_SELECT  |PARTITIONED|
+                                      -- ASSIGN  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- DATASOURCE_SCAN  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/q5_local_supplier_volume.plan b/asterix-app/src/test/resources/optimizerts/results/q5_local_supplier_volume.plan
new file mode 100644
index 0000000..d2682d8
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/q5_local_supplier_volume.plan
@@ -0,0 +1,81 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- STREAM_PROJECT  |PARTITIONED|
+    -- ASSIGN  |PARTITIONED|
+      -- SORT_MERGE_EXCHANGE [$$87(DESC) ]  |PARTITIONED|
+        -- STABLE_SORT [$$87(DESC)]  |LOCAL|
+          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+            -- EXTERNAL_GROUP_BY[$$121]  |PARTITIONED|
+                    {
+                      -- AGGREGATE  |LOCAL|
+                        -- NESTED_TUPLE_SOURCE  |LOCAL|
+                    }
+              -- HASH_PARTITION_EXCHANGE [$$121]  |PARTITIONED|
+                -- EXTERNAL_GROUP_BY[$$93]  |LOCAL|
+                        {
+                          -- AGGREGATE  |LOCAL|
+                            -- NESTED_TUPLE_SOURCE  |LOCAL|
+                        }
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- HYBRID_HASH_JOIN [$$80, $$116][$$113, $$95]  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ASSIGN  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- DATASOURCE_SCAN  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                          -- HASH_PARTITION_EXCHANGE [$$113]  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- HYBRID_HASH_JOIN [$$81][$$82]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- STREAM_SELECT  |PARTITIONED|
+                                        -- ASSIGN  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- DATASOURCE_SCAN  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                  -- HASH_PARTITION_EXCHANGE [$$82]  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- HYBRID_HASH_JOIN [$$100][$$84]  |PARTITIONED|
+                                          -- HASH_PARTITION_EXCHANGE [$$100]  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ASSIGN  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- DATASOURCE_SCAN  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                          -- HASH_PARTITION_EXCHANGE [$$84]  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- HYBRID_HASH_JOIN [$$95][$$85]  |PARTITIONED|
+                                                  -- HASH_PARTITION_EXCHANGE [$$95]  |PARTITIONED|
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      -- ASSIGN  |PARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                          -- DATASOURCE_SCAN  |PARTITIONED|
+                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                  -- HASH_PARTITION_EXCHANGE [$$85]  |PARTITIONED|
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- HYBRID_HASH_JOIN [$$91][$$86]  |PARTITIONED|
+                                                          -- HASH_PARTITION_EXCHANGE [$$91]  |PARTITIONED|
+                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                              -- ASSIGN  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- DATASOURCE_SCAN  |PARTITIONED|
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                              -- STREAM_SELECT  |PARTITIONED|
+                                                                -- ASSIGN  |PARTITIONED|
+                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                    -- DATASOURCE_SCAN  |PARTITIONED|
+                                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/record_access.plan b/asterix-app/src/test/resources/optimizerts/results/record_access.plan
new file mode 100644
index 0000000..70e2daa
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/record_access.plan
@@ -0,0 +1,4 @@
+-- SINK_WRITE  |UNPARTITIONED|
+  -- STREAM_PROJECT  |UNPARTITIONED|
+    -- ASSIGN  |UNPARTITIONED|
+      -- EMPTY_TUPLE_SOURCE  |UNPARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/rtree-secondary-index.plan b/asterix-app/src/test/resources/optimizerts/results/rtree-secondary-index.plan
new file mode 100644
index 0000000..2b4529d
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/rtree-secondary-index.plan
@@ -0,0 +1,17 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_SELECT  |PARTITIONED|
+          -- ASSIGN  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- BTREE_SEARCH  |PARTITIONED|
+                -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+                  -- STABLE_SORT [$$18(ASC)]  |LOCAL|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- RTREE_SEARCH  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- ASSIGN  |PARTITIONED|
+                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/optimizerts/results/scan-delete-all.plan b/asterix-app/src/test/resources/optimizerts/results/scan-delete-all.plan
new file mode 100644
index 0000000..3c95e2f
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/scan-delete-all.plan
@@ -0,0 +1,14 @@
+-- SINK  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- INSERT_DELETE  |PARTITIONED|
+      -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+        -- STABLE_SORT [$$19(ASC)]  |LOCAL|
+          -- HASH_PARTITION_EXCHANGE [$$19]  |PARTITIONED|
+            -- ASSIGN  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- DATASOURCE_SCAN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/scan-delete-rtree-secondary-index.plan b/asterix-app/src/test/resources/optimizerts/results/scan-delete-rtree-secondary-index.plan
new file mode 100644
index 0000000..ede1063
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/scan-delete-rtree-secondary-index.plan
@@ -0,0 +1,23 @@
+-- SINK  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- INDEX_INSERT_DELETE  |UNPARTITIONED|
+      -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+        -- STABLE_SORT [$$25(ASC), $$26(ASC), $$27(ASC), $$28(ASC)]  |LOCAL|
+          -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+            -- ASSIGN  |UNPARTITIONED|
+              -- ASSIGN  |UNPARTITIONED|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- INSERT_DELETE  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+                      -- STABLE_SORT [$$13(ASC)]  |LOCAL|
+                        -- HASH_PARTITION_EXCHANGE [$$13]  |PARTITIONED|
+                          -- ASSIGN  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ASSIGN  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- ASSIGN  |PARTITIONED|
+                                    -- STREAM_SELECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- DATASOURCE_SCAN  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/scan-delete.plan b/asterix-app/src/test/resources/optimizerts/results/scan-delete.plan
new file mode 100644
index 0000000..f1a7172
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/scan-delete.plan
@@ -0,0 +1,16 @@
+-- SINK  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- INSERT_DELETE  |PARTITIONED|
+      -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+        -- STABLE_SORT [$$21(ASC)]  |LOCAL|
+          -- HASH_PARTITION_EXCHANGE [$$21]  |PARTITIONED|
+            -- ASSIGN  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_SELECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- DATASOURCE_SCAN  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/scan-insert-secondary-index.plan b/asterix-app/src/test/resources/optimizerts/results/scan-insert-secondary-index.plan
new file mode 100644
index 0000000..c1bed36
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/scan-insert-secondary-index.plan
@@ -0,0 +1,27 @@
+-- SINK  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- INDEX_INSERT_DELETE  |UNPARTITIONED|
+      -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+        -- STABLE_SORT [$$12(ASC)]  |LOCAL|
+          -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+            -- ASSIGN  |UNPARTITIONED|
+              -- STREAM_PROJECT  |UNPARTITIONED|
+                -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+                  -- INDEX_INSERT_DELETE  |UNPARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+                      -- STABLE_SORT [$$11(ASC)]  |LOCAL|
+                        -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+                          -- ASSIGN  |UNPARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- INSERT_DELETE  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+                                  -- STABLE_SORT [$$6(ASC)]  |LOCAL|
+                                    -- HASH_PARTITION_EXCHANGE [$$6]  |PARTITIONED|
+                                      -- ASSIGN  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- DATASOURCE_SCAN  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/scan-insert.plan b/asterix-app/src/test/resources/optimizerts/results/scan-insert.plan
new file mode 100644
index 0000000..2fe55a5
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/scan-insert.plan
@@ -0,0 +1,14 @@
+-- SINK  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- INSERT_DELETE  |PARTITIONED|
+      -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+        -- STABLE_SORT [$$6(ASC)]  |LOCAL|
+          -- HASH_PARTITION_EXCHANGE [$$6]  |PARTITIONED|
+            -- ASSIGN  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- DATASOURCE_SCAN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/sort-cust.plan b/asterix-app/src/test/resources/optimizerts/results/sort-cust.plan
new file mode 100644
index 0000000..f790019
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/sort-cust.plan
@@ -0,0 +1,15 @@
+-- SINK_WRITE  |UNPARTITIONED|
+  -- STREAM_PROJECT  |UNPARTITIONED|
+    -- ASSIGN  |UNPARTITIONED|
+      -- STREAM_LIMIT  |UNPARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$7(ASC) ]  |PARTITIONED|
+          -- STREAM_LIMIT  |LOCAL|
+            -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+              -- STABLE_SORT [$$7(ASC)]  |LOCAL|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- DATASOURCE_SCAN  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/unnest_list_in_subplan.plan b/asterix-app/src/test/resources/optimizerts/results/unnest_list_in_subplan.plan
new file mode 100644
index 0000000..0a2d8a3
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/unnest_list_in_subplan.plan
@@ -0,0 +1,33 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+          -- PRE_CLUSTERED_GROUP_BY[$$20]  |PARTITIONED|
+                  {
+                    -- AGGREGATE  |LOCAL|
+                      -- STREAM_SELECT  |LOCAL|
+                        -- NESTED_TUPLE_SOURCE  |LOCAL|
+                  }
+            -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+              -- STABLE_SORT [$$20(ASC), $$18(ASC)]  |LOCAL|
+                -- HASH_PARTITION_EXCHANGE [$$20]  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- HYBRID_HASH_JOIN [$$4][$$22]  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$4]  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- UNNEST  |PARTITIONED|
+                              -- ASSIGN  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- DATASOURCE_SCAN  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$22]  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- DATASOURCE_SCAN  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/runtimets/ignore.txt b/asterix-app/src/test/resources/runtimets/ignore.txt
new file mode 100644
index 0000000..c528485
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/ignore.txt
@@ -0,0 +1,17 @@
+custord/join_q_04.aql
+scan/spatial_types_02.aql
+scan/temp_types_02.aql
+fuzzyjoin/dblp-csx-3_5.4.aql
+fuzzyjoin/dblp-splits-3_1.aql
+subset-collection/04.aql
+quantifiers/everysat_01.aql
+custord/freq-clerk.aql
+custord/denorm-cust-order_01.aql
+custord/denorm-cust-order_03.aql
+custord/co.aql
+comparison/numeric-comparison_01.aql
+dapd/q3.aql
+fuzzyjoin/events-users-aqlplus_1.aql
+tpch
+fuzzyjoin
+failure/q1_pricing_summary_report_failure.aql
diff --git a/asterix-app/src/test/resources/runtimets/only.txt b/asterix-app/src/test/resources/runtimets/only.txt
new file mode 100644
index 0000000..e69de29
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/only.txt
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_double.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_double.aql
new file mode 100644
index 0000000..2c2494b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_double.aql
@@ -0,0 +1,18 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/aggregate_avg_double.adm";
+
+avg( 
+ for $x in [1.0, 2.0, double("3.0")] 
+ return $x
+)
+
+
+
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_double_null.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_double_null.aql
new file mode 100644
index 0000000..c2e9141
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_double_null.aql
@@ -0,0 +1,27 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type NumericType as open {
+  id: int32,
+  int8Field: int8?,
+  int16Field: int16?,
+  int32Field: int32?,
+  int64Field: int64?,
+  floatField: float?,
+  doubleField: double?
+}
+
+write output to nc1:"rttest/aggregate_avg_double_null.adm";
+
+create external dataset Numeric(NumericType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/numericData.json"),("format"="adm"));
+
+let $a := avg( 
+ for $x in dataset('Numeric') 
+ return $x.doubleField
+)
+return {"average": $a}
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_float.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_float.aql
new file mode 100644
index 0000000..a7906ff
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_float.aql
@@ -0,0 +1,18 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/aggregate_avg_float.adm";
+
+avg( 
+ for $x in [float("1"), float("2"), float("3")] 
+ return $x
+)
+
+
+
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_float_null.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_float_null.aql
new file mode 100644
index 0000000..3b60039
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_float_null.aql
@@ -0,0 +1,27 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type NumericType as open {
+  id: int32,
+  int8Field: int8?,
+  int16Field: int16?,
+  int32Field: int32?,
+  int64Field: int64?,
+  floatField: float?,
+  doubleField: double?
+}
+
+write output to nc1:"rttest/aggregate_avg_float_null.adm";
+
+create external dataset Numeric(NumericType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/numericData.json"),("format"="adm"));
+
+let $a := avg( 
+ for $x in dataset('Numeric') 
+ return $x.floatField
+)
+return {"average": $a}
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int16.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int16.aql
new file mode 100644
index 0000000..d218675
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int16.aql
@@ -0,0 +1,18 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/aggregate_avg_int16.adm";
+
+avg( 
+ for $x in [int16("1"), int16("2"), int16("3")] 
+ return $x
+)
+
+
+
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int16_null.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int16_null.aql
new file mode 100644
index 0000000..642f4e3
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int16_null.aql
@@ -0,0 +1,27 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type NumericType as open {
+  id: int32,
+  int8Field: int8?,
+  int16Field: int16?,
+  int32Field: int32?,
+  int64Field: int64?,
+  floatField: float?,
+  doubleField: double?
+}
+
+write output to nc1:"rttest/aggregate_avg_int16_null.adm";
+
+create external dataset Numeric(NumericType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/numericData.json"),("format"="adm"));
+
+let $a := avg( 
+ for $x in dataset('Numeric') 
+ return $x.int16Field
+)
+return {"average": $a}
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int32.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int32.aql
new file mode 100644
index 0000000..44aff70
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int32.aql
@@ -0,0 +1,18 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/aggregate_avg_int32.adm";
+
+avg( 
+ for $x in [1, 2, 3] 
+ return $x
+)
+
+
+
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int32_null.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int32_null.aql
new file mode 100644
index 0000000..5fcb925
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int32_null.aql
@@ -0,0 +1,27 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type NumericType as open {
+  id: int32,
+  int8Field: int8?,
+  int16Field: int16?,
+  int32Field: int32?,
+  int64Field: int64?,
+  floatField: float?,
+  doubleField: double?
+}
+
+write output to nc1:"rttest/aggregate_avg_int32_null.adm";
+
+create external dataset Numeric(NumericType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/numericData.json"),("format"="adm"));
+
+let $a := avg( 
+ for $x in dataset('Numeric') 
+ return $x.int32Field
+)
+return {"average": $a}
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int64.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int64.aql
new file mode 100644
index 0000000..4e6f6af
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int64.aql
@@ -0,0 +1,18 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/aggregate_avg_int64.adm";
+
+avg( 
+ for $x in [int64("1"), int64("2"), int64("3")] 
+ return $x
+)
+
+
+
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int64_null.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int64_null.aql
new file mode 100644
index 0000000..4f18910
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int64_null.aql
@@ -0,0 +1,27 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type NumericType as open {
+  id: int32,
+  int8Field: int8?,
+  int16Field: int16?,
+  int32Field: int32?,
+  int64Field: int64?,
+  floatField: float?,
+  doubleField: double?
+}
+
+write output to nc1:"rttest/aggregate_avg_int64_null.adm";
+
+create external dataset Numeric(NumericType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/numericData.json"),("format"="adm"));
+
+let $a := avg( 
+ for $x in dataset('Numeric') 
+ return $x.int64Field
+)
+return {"average": $a}
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int8.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int8.aql
new file mode 100644
index 0000000..e8f327d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int8.aql
@@ -0,0 +1,18 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/aggregate_avg_int8.adm";
+
+avg( 
+ for $x in [int8("1"),int8("2"), int8("3")] 
+ return $x
+)
+
+
+
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int8_null.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int8_null.aql
new file mode 100644
index 0000000..c58e85a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/avg_int8_null.aql
@@ -0,0 +1,27 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type NumericType as open {
+  id: int32,
+  int8Field: int8?,
+  int16Field: int16?,
+  int32Field: int32?,
+  int64Field: int64?,
+  floatField: float?,
+  doubleField: double?
+}
+
+write output to nc1:"rttest/aggregate_avg_int8_null.adm";
+
+create external dataset Numeric(NumericType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/numericData.json"),("format"="adm"));
+
+let $a := avg( 
+ for $x in dataset('Numeric') 
+ return $x.int8Field
+)
+return {"average": $a}
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/count_01.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/count_01.aql
new file mode 100644
index 0000000..8d14789
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/count_01.aql
@@ -0,0 +1,18 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/aggregate_count_01.adm";
+
+count( 
+ for $x in [1, 2, 3] 
+ return $x
+)
+
+
+
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/count_null.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/count_null.aql
new file mode 100644
index 0000000..5a94d54
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/count_null.aql
@@ -0,0 +1,27 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type NumericType as open {
+  id: int32,
+  int8Field: int8?,
+  int16Field: int16?,
+  int32Field: int32?,
+  int64Field: int64?,
+  floatField: float?,
+  doubleField: double?
+}
+
+write output to nc1:"rttest/aggregate_count_null.adm";
+
+create external dataset Numeric(NumericType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/numericData.json"),("format"="adm"));
+
+let $c := count( 
+ for $x in dataset('Numeric') 
+ return $x.doubleField
+)
+return {"count": $c}
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/global-avg_01.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/global-avg_01.aql
new file mode 100644
index 0000000..24ca240
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/global-avg_01.aql
@@ -0,0 +1,12 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/aggregate_global-avg_01.adm";
+
+global-avg(
+  for $x in [1.0, 2.0, double("3.0")] 
+  return { "sum": $x, "count": 1 }  
+)
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/global-avg_null.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/global-avg_null.aql
new file mode 100644
index 0000000..a8151d8
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/global-avg_null.aql
@@ -0,0 +1,29 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type NumericType as open {
+  id: int32,
+  int8Field: int8?,
+  int16Field: int16?,
+  int32Field: int32?,
+  int64Field: int64?,
+  floatField: float?,
+  doubleField: double?
+}
+
+write output to nc1:"rttest/aggregate_global-avg_null.adm";
+
+create external dataset Numeric(NumericType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/numericData.json"),("format"="adm"));
+
+
+let $c := global-avg(
+ for $x in dataset('Numeric') 
+ return { "sum": $x.doubleField, "count": $x.int32Field }   
+)
+return {"global-average": $c}
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_double.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_double.aql
new file mode 100644
index 0000000..75d4af8
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_double.aql
@@ -0,0 +1,18 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/aggregate_local-avg_double.adm";
+
+local-avg( 
+ for $x in [1.0, 2.0, double("3.0")] 
+ return $x
+)
+
+
+
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_double_null.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_double_null.aql
new file mode 100644
index 0000000..6990fc4
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_double_null.aql
@@ -0,0 +1,26 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type NumericType as open {
+  id: int32,
+  int8Field: int8?,
+  int16Field: int16?,
+  int32Field: int32?,
+  int64Field: int64?,
+  floatField: float?,
+  doubleField: double?
+}
+
+write output to nc1:"rttest/aggregate_local-avg_double_null.adm";
+
+create external dataset Numeric(NumericType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/numericData.json"),("format"="adm"));
+
+local-avg( 
+ for $x in dataset('Numeric') 
+ return $x.doubleField
+)
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_float.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_float.aql
new file mode 100644
index 0000000..f79fa3d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_float.aql
@@ -0,0 +1,18 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/aggregate_local-avg_float.adm";
+
+local-avg( 
+ for $x in [float("1"), float("2"), float("3")] 
+ return $x
+)
+
+
+
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_float_null.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_float_null.aql
new file mode 100644
index 0000000..6f5a39d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_float_null.aql
@@ -0,0 +1,26 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type NumericType as open {
+  id: int32,
+  int8Field: int8?,
+  int16Field: int16?,
+  int32Field: int32?,
+  int64Field: int64?,
+  floatField: float?,
+  doubleField: double?
+}
+
+write output to nc1:"rttest/aggregate_local-avg_float_null.adm";
+
+create external dataset Numeric(NumericType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/numericData.json"),("format"="adm"));
+
+local-avg( 
+ for $x in dataset('Numeric') 
+ return $x.floatField
+)
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int16.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int16.aql
new file mode 100644
index 0000000..c0e61e6
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int16.aql
@@ -0,0 +1,18 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/aggregate_local-avg_int16.adm";
+
+local-avg( 
+ for $x in [int16("1"), int16("2"), int16("3")] 
+ return $x
+)
+
+
+
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int16_null.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int16_null.aql
new file mode 100644
index 0000000..65287f1
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int16_null.aql
@@ -0,0 +1,26 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type NumericType as open {
+  id: int32,
+  int8Field: int8?,
+  int16Field: int16?,
+  int32Field: int32?,
+  int64Field: int64?,
+  floatField: float?,
+  doubleField: double?
+}
+
+write output to nc1:"rttest/aggregate_local-avg_int16_null.adm";
+
+create external dataset Numeric(NumericType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/numericData.json"),("format"="adm"));
+
+local-avg( 
+ for $x in dataset('Numeric') 
+ return $x.int16Field
+)
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int32.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int32.aql
new file mode 100644
index 0000000..977dbcf
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int32.aql
@@ -0,0 +1,18 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/aggregate_local-avg_int32.adm";
+
+local-avg( 
+ for $x in [1, 2, 3] 
+ return $x
+)
+
+
+
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int32_null.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int32_null.aql
new file mode 100644
index 0000000..eea2d41
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int32_null.aql
@@ -0,0 +1,26 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type NumericType as open {
+  id: int32,
+  int8Field: int8?,
+  int16Field: int16?,
+  int32Field: int32?,
+  int64Field: int64?,
+  floatField: float?,
+  doubleField: double?
+}
+
+write output to nc1:"rttest/aggregate_local-avg_int32_null.adm";
+
+create external dataset Numeric(NumericType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/numericData.json"),("format"="adm"));
+
+local-avg( 
+ for $x in dataset('Numeric') 
+ return $x.int32Field
+)
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int64.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int64.aql
new file mode 100644
index 0000000..3bfbe26
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int64.aql
@@ -0,0 +1,18 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/aggregate_local-avg_int64.adm";
+
+local-avg( 
+ for $x in [int64("1"), int64("2"), int64("3")] 
+ return $x
+)
+
+
+
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int64_null.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int64_null.aql
new file mode 100644
index 0000000..d25ae69
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int64_null.aql
@@ -0,0 +1,26 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type NumericType as open {
+  id: int32,
+  int8Field: int8?,
+  int16Field: int16?,
+  int32Field: int32?,
+  int64Field: int64?,
+  floatField: float?,
+  doubleField: double?
+}
+
+write output to nc1:"rttest/aggregate_local-avg_int64_null.adm";
+
+create external dataset Numeric(NumericType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/numericData.json"),("format"="adm"));
+
+local-avg( 
+ for $x in dataset('Numeric') 
+ return $x.int64Field
+)
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int8.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int8.aql
new file mode 100644
index 0000000..cd3e3fe
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int8.aql
@@ -0,0 +1,18 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/aggregate_local-avg_int8.adm";
+
+local-avg( 
+ for $x in [int8("1"),int8("2"), int8("3")] 
+ return $x
+)
+
+
+
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int8_null.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int8_null.aql
new file mode 100644
index 0000000..b8e4bcb
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/local-avg_int8_null.aql
@@ -0,0 +1,26 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type NumericType as open {
+  id: int32,
+  int8Field: int8?,
+  int16Field: int16?,
+  int32Field: int32?,
+  int64Field: int64?,
+  floatField: float?,
+  doubleField: double?
+}
+
+write output to nc1:"rttest/aggregate_local-avg_int8_null.adm";
+
+create external dataset Numeric(NumericType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/numericData.json"),("format"="adm"));
+
+local-avg( 
+ for $x in dataset('Numeric') 
+ return $x.int8Field
+)
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_double.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_double.aql
new file mode 100644
index 0000000..4a0bfe8
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_double.aql
@@ -0,0 +1,18 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/aggregate_sum_double.adm";
+
+sum( 
+ for $x in [1.0, 2.0, 3.0] 
+ return $x
+)
+
+
+
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_double_null.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_double_null.aql
new file mode 100644
index 0000000..d919120
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_double_null.aql
@@ -0,0 +1,26 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type NumericType as open {
+  id: int32,
+  int8Field: int8?,
+  int16Field: int16?,
+  int32Field: int32?,
+  int64Field: int64?,
+  floatField: float?,
+  doubleField: double?
+}
+
+write output to nc1:"rttest/aggregate_sum_double_null.adm";
+
+create external dataset Numeric(NumericType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/numericData.json"),("format"="adm"));
+
+sum( 
+ for $x in dataset('Numeric') 
+ return $x.doubleField
+)
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_float.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_float.aql
new file mode 100644
index 0000000..0798dd8
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_float.aql
@@ -0,0 +1,18 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/aggregate_sum_float.adm";
+
+sum( 
+ for $x in [float("1"), float("2"), float("3")] 
+ return $x
+)
+
+
+
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_float_null.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_float_null.aql
new file mode 100644
index 0000000..767c5a4
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_float_null.aql
@@ -0,0 +1,26 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type NumericType as open {
+  id: int32,
+  int8Field: int8?,
+  int16Field: int16?,
+  int32Field: int32?,
+  int64Field: int64?,
+  floatField: float?,
+  doubleField: double?
+}
+
+write output to nc1:"rttest/aggregate_sum_float_null.adm";
+
+create external dataset Numeric(NumericType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/numericData.json"),("format"="adm"));
+
+sum( 
+ for $x in dataset('Numeric') 
+ return $x.floatField
+)
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int16.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int16.aql
new file mode 100644
index 0000000..77ea235
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int16.aql
@@ -0,0 +1,18 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/aggregate_sum_int16.adm";
+
+sum( 
+ for $x in [int16("1"), int16("2"), int16("3")] 
+ return $x
+)
+
+
+
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int16_null.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int16_null.aql
new file mode 100644
index 0000000..7535a95
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int16_null.aql
@@ -0,0 +1,26 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type NumericType as open {
+  id: int32,
+  int8Field: int8?,
+  int16Field: int16?,
+  int32Field: int32?,
+  int64Field: int64?,
+  floatField: float?,
+  doubleField: double?
+}
+
+write output to nc1:"rttest/aggregate_sum_int16_null.adm";
+
+create external dataset Numeric(NumericType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/numericData.json"),("format"="adm"));
+
+sum( 
+ for $x in dataset('Numeric') 
+ return $x.int16Field
+)
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int32.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int32.aql
new file mode 100644
index 0000000..c8d68aa
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int32.aql
@@ -0,0 +1,18 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/aggregate_sum_int32.adm";
+
+sum( 
+ for $x in [1, 2, int32("3")] 
+ return $x
+)
+
+
+
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int32_null.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int32_null.aql
new file mode 100644
index 0000000..2fe268920
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int32_null.aql
@@ -0,0 +1,26 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type NumericType as open {
+  id: int32,
+  int8Field: int8?,
+  int16Field: int16?,
+  int32Field: int32?,
+  int64Field: int64?,
+  floatField: float?,
+  doubleField: double?
+}
+
+write output to nc1:"rttest/aggregate_sum_int32_null.adm";
+
+create external dataset Numeric(NumericType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/numericData.json"),("format"="adm"));
+
+sum( 
+ for $x in dataset('Numeric') 
+ return $x.int32Field
+)
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int64.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int64.aql
new file mode 100644
index 0000000..d4b6851
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int64.aql
@@ -0,0 +1,18 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/aggregate_sum_int64.adm";
+
+sum( 
+ for $x in [int64("1"), int64("2"), int64("3")] 
+ return $x
+)
+
+
+
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int64_null.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int64_null.aql
new file mode 100644
index 0000000..7f6428a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int64_null.aql
@@ -0,0 +1,26 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type NumericType as open {
+  id: int32,
+  int8Field: int8?,
+  int16Field: int16?,
+  int32Field: int32?,
+  int64Field: int64?,
+  floatField: float?,
+  doubleField: double?
+}
+
+write output to nc1:"rttest/aggregate_sum_int64_null.adm";
+
+create external dataset Numeric(NumericType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/numericData.json"),("format"="adm"));
+
+sum( 
+ for $x in dataset('Numeric') 
+ return $x.int64Field
+)
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int8.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int8.aql
new file mode 100644
index 0000000..8e8c4da
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int8.aql
@@ -0,0 +1,18 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/aggregate_sum_int8.adm";
+
+sum( 
+ for $x in [int8("1"), int8("2"), int8("3")] 
+ return $x
+)
+
+
+
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int8_null.aql b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int8_null.aql
new file mode 100644
index 0000000..e1fad61
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/aggregate/sum_int8_null.aql
@@ -0,0 +1,26 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type NumericType as open {
+  id: int32,
+  int8Field: int8?,
+  int16Field: int16?,
+  int32Field: int32?,
+  int64Field: int64?,
+  floatField: float?,
+  doubleField: double?
+}
+
+write output to nc1:"rttest/aggregate_sum_int8_null.adm";
+
+create external dataset Numeric(NumericType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/numericData.json"),("format"="adm"));
+
+sum( 
+ for $x in dataset('Numeric') 
+ return $x.int8Field
+)
diff --git a/asterix-app/src/test/resources/runtimets/queries/boolean/and_01.aql b/asterix-app/src/test/resources/runtimets/queries/boolean/and_01.aql
new file mode 100644
index 0000000..9255694
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/boolean/and_01.aql
@@ -0,0 +1,11 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/boolean_and_01.adm";
+
+for $x in ["true"]
+for $y in ["false"]
+return $x and $y
diff --git a/asterix-app/src/test/resources/runtimets/queries/boolean/and_null.aql b/asterix-app/src/test/resources/runtimets/queries/boolean/and_null.aql
new file mode 100644
index 0000000..eb02bde
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/boolean/and_null.aql
@@ -0,0 +1,11 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/boolean_and_null.adm";
+
+let $x := boolean("true")
+let $y := null
+return $x and $y
diff --git a/asterix-app/src/test/resources/runtimets/queries/boolean/and_null_false.aql b/asterix-app/src/test/resources/runtimets/queries/boolean/and_null_false.aql
new file mode 100644
index 0000000..e2a26f6
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/boolean/and_null_false.aql
@@ -0,0 +1,11 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/boolean_and_null_false.adm";
+
+let $x := boolean("false")
+let $y := null
+return $x and $y
diff --git a/asterix-app/src/test/resources/runtimets/queries/boolean/not_01.aql b/asterix-app/src/test/resources/runtimets/queries/boolean/not_01.aql
new file mode 100644
index 0000000..6297755
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/boolean/not_01.aql
@@ -0,0 +1,12 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/boolean_not_01.adm";
+
+let $x := true
+let $y := false
+let $z := null
+return {"not_x": not($x), "not_y": not($y), "not_z": not($z)}
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/datetime_order.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/datetime_order.aql
new file mode 100644
index 0000000..2e151ab
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/datetime_order.aql
@@ -0,0 +1,17 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/comparison_datetime_order.adm";
+
+let $dt1 := datetime("2011-12-31T14:00:00-10:00")
+let $dt2 := datetime("2012-01-01T00:00:00Z")
+let $dt3 := datetime("2005-01-01T00:00:00+04:00")
+let $dt4 := datetime("2011-12-31T13:00:00-11:00")
+let $dt5 := datetime("2012-04-06T00:00:00Z")
+
+for $dt in [$dt1, $dt2, $dt3, $dt4, $dt5]
+order by $dt
+return $dt
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/datetime_tzeq.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/datetime_tzeq.aql
new file mode 100644
index 0000000..e38bdae
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/datetime_tzeq.aql
@@ -0,0 +1,13 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/comparison_datetime_tzeq.adm";
+
+let $dt1 := datetime("2011-12-31T14:00:00-10:00")
+let $dt2 := datetime("2012-01-01T00:00:00Z")
+
+
+return [$dt1 = $dt2]
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/double.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/double.aql
new file mode 100644
index 0000000..55c7de0
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/double.aql
@@ -0,0 +1,19 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/comparison_double.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $r1 := $c6 > $c1
+let $r2 := $c6 >= $c2
+let $r3 := $c6 < $c3
+let $r4 := $c6 <= $c4
+let $r5 := $c6 = $c5
+let $r6 := $c6 != $c6
+return {"result1": $r1,"result2": $r2,"result3": $r3,"result4": $r4,"result5": $r5, "result6": $r6}
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/double_gte_01.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/double_gte_01.aql
new file mode 100644
index 0000000..663be22
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/double_gte_01.aql
@@ -0,0 +1,11 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/comparison_double_gte_01.adm";
+
+for $i in [0.8, 0.8999999761581421, 0.9, 0.901]
+where $i >= 0.9
+return $i
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/double_null.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/double_null.aql
new file mode 100644
index 0000000..f3ab7f6
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/double_null.aql
@@ -0,0 +1,18 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/comparison_double_null.adm";
+
+let $c1 := double("-6.5d")
+let $c2 := [1]
+let $c3 := $c2[1]
+let $r1 := $c1 > $c3
+let $r2 := $c3 >= $c1
+let $r3 := $c1 < $c3
+let $r4 := $c3 <= $c1
+let $r5 := $c1 = $c3
+let $r6 := $c3 != $c1
+return {"result1": $r1,"result2": $r2,"result3": $r3,"result4": $r4,"result5": $r5, "result6": $r6}
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/eq_01.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/eq_01.aql
new file mode 100644
index 0000000..8e5f9af
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/eq_01.aql
@@ -0,0 +1,12 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/comparison_eq_01.adm";
+
+for $x in [1, 2, 2]
+where $x = 2
+return $x
+ 
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/float.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/float.aql
new file mode 100644
index 0000000..7cfbbfb
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/float.aql
@@ -0,0 +1,21 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/comparison_float.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $r1 := $c5 > $c1
+let $r2 := $c5 >= $c2
+let $r3 := $c5 < $c3
+let $r4 := $c5 <= $c4
+let $r5 := $c5 = $c5
+let $r6 := $c5 != $c6
+return {"result1": $r1,"result2": $r2,"result3": $r3,"result4": $r4,"result5": $r5, "result6": $r6}
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/float_null.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/float_null.aql
new file mode 100644
index 0000000..afd70de
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/float_null.aql
@@ -0,0 +1,18 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/comparison_float_null.adm";
+
+let $c1 := float("-6.5d")
+let $c2 := [1]
+let $c3 := $c2[1]
+let $r1 := $c1 > $c3
+let $r2 := $c3 >= $c1
+let $r3 := $c1 < $c3
+let $r4 := $c3 <= $c1
+let $r5 := $c1 = $c3
+let $r6 := $c3 != $c1
+return {"result1": $r1,"result2": $r2,"result3": $r3,"result4": $r4,"result5": $r5, "result6": $r6}
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/gt_01.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/gt_01.aql
new file mode 100644
index 0000000..efa5015
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/gt_01.aql
@@ -0,0 +1,12 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/comparison_gt_01.adm";
+
+for $x in [1, 3, 2]
+where $x > 1
+return $x
+ 
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/gte_01.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/gte_01.aql
new file mode 100644
index 0000000..a9ffa71
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/gte_01.aql
@@ -0,0 +1,12 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/comparison_gte_01.adm";
+
+for $x in [1, 3, 2]
+where $x >= 2
+return $x
+ 
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/int16.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/int16.aql
new file mode 100644
index 0000000..1f3701b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/int16.aql
@@ -0,0 +1,19 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/comparison_int16.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $r1 := $c2 > $c1
+let $r2 := $c2 >= $c2
+let $r3 := $c2 < $c3
+let $r4 := $c2 <= $c4
+let $r5 := $c2 = $c5
+let $r6 := $c2 != $c6
+return {"result1": $r1,"result2": $r2,"result3": $r3,"result4": $r4,"result5": $r5, "result6": $r6}
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/int16_null.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/int16_null.aql
new file mode 100644
index 0000000..6d8d80e
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/int16_null.aql
@@ -0,0 +1,18 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/comparison_int16_null.adm";
+
+let $c1 := int16("3")
+let $c2 := [1]
+let $c3 := $c2[1]
+let $r1 := $c1 > $c3
+let $r2 := $c3 >= $c1
+let $r3 := $c1 < $c3
+let $r4 := $c3 <= $c1
+let $r5 := $c1 = $c3
+let $r6 := $c3 != $c1
+return {"result1": $r1,"result2": $r2,"result3": $r3,"result4": $r4,"result5": $r5, "result6": $r6}
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/int32.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/int32.aql
new file mode 100644
index 0000000..ab53691
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/int32.aql
@@ -0,0 +1,19 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/comparison_int32.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $r1 := $c3 > $c1
+let $r2 := $c3 >= $c2
+let $r3 := $c3 < $c3
+let $r4 := $c3 <= $c4
+let $r5 := $c3 = $c5
+let $r6 := $c3 != $c6
+return {"result1": $r1,"result2": $r2,"result3": $r3,"result4": $r4,"result5": $r5, "result6": $r6}
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/int32_null.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/int32_null.aql
new file mode 100644
index 0000000..d1972e8
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/int32_null.aql
@@ -0,0 +1,16 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/comparison_int32_null.adm";
+
+let $c1 := int32("3")
+let $c2 := [1]
+let $c3 := $c2[1]
+let $r1 := $c1 > $c3
+let $r2 := $c3 >= $c1
+let $r3 := $c1 < $c3
+let $r4 := $c3 <= $c1
+let $r5 := $c1 = $c3
+let $r6 := $c3 != $c1
+return {"result1": $r1,"result2": $r2,"result3": $r3,"result4": $r4,"result5": $r5, "result6": $r6}
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/int64.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/int64.aql
new file mode 100644
index 0000000..a050b47
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/int64.aql
@@ -0,0 +1,19 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/comparison_int64.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $r1 := $c4 > $c1
+let $r2 := $c4 >= $c2
+let $r3 := $c4 <= $c3
+let $r4 := $c4 < $c4
+let $r5 := $c4 = $c5
+let $r6 := $c4 != $c6
+return {"result1": $r1,"result2": $r2,"result3": $r3,"result4": $r4,"result5": $r5, "result6": $r6}
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/int64_null.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/int64_null.aql
new file mode 100644
index 0000000..5144cb4
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/int64_null.aql
@@ -0,0 +1,16 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/comparison_int64_null.adm";
+
+let $c1 := int64("3")
+let $c2 := [1]
+let $c3 := $c2[1]
+let $r1 := $c1 > $c3
+let $r2 := $c3 >= $c1
+let $r3 := $c1 < $c3
+let $r4 := $c3 <= $c1
+let $r5 := $c1 = $c3
+let $r6 := $c3 != $c1
+return {"result1": $r1,"result2": $r2,"result3": $r3,"result4": $r4,"result5": $r5, "result6": $r6}
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/int8.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/int8.aql
new file mode 100644
index 0000000..e06a33d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/int8.aql
@@ -0,0 +1,19 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/comparison_int8.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $r1 := $c1 > $c1
+let $r2 := $c1 >= $c2
+let $r3 := $c1 < $c3
+let $r4 := $c1 <= $c4
+let $r5 := $c1 = $c5
+let $r6 := $c1 != $c6
+return {"result1": $r1,"result2": $r2,"result3": $r3,"result4": $r4,"result5": $r5, "result6": $r6}
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/int8_null.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/int8_null.aql
new file mode 100644
index 0000000..a38c754
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/int8_null.aql
@@ -0,0 +1,16 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/comparison_int8_null.adm";
+
+let $c1 := int8("3")
+let $c2 := [1]
+let $c3 := $c2[1]
+let $r1 := $c1 > $c3
+let $r2 := $c3 >= $c1
+let $r3 := $c1 < $c3
+let $r4 := $c3 <= $c1
+let $r5 := $c1 = $c3
+let $r6 := $c3 != $c1
+return {"result1": $r1,"result2": $r2,"result3": $r3,"result4": $r4,"result5": $r5, "result6": $r6}
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/lt_01.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/lt_01.aql
new file mode 100644
index 0000000..db28fdc
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/lt_01.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/comparison_lt_01.adm";
+
+for $x in [1, 3, 2]
+where $x < 3
+return $x
+ 
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/lte_01.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/lte_01.aql
new file mode 100644
index 0000000..e4c5ffa
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/lte_01.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/comparison_lte_01.adm";
+
+for $x in [1, 3, 2]
+where $x <= 2
+return $x
+ 
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/neq_01.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/neq_01.aql
new file mode 100644
index 0000000..ae88077
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/neq_01.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/comparison_neq_01.adm";
+
+for $x in [1, 2, 2]
+where $x != 2
+return $x
+ 
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/numeric-comparison_01.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/numeric-comparison_01.aql
new file mode 100644
index 0000000..7c2ce39
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/numeric-comparison_01.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/comparison_numeric-comparison_01.adm";
+
+let $l := [1.1f, 1.0f, 1.2f, 0.9, 1.3, 1, 2]
+for $i in $l
+for $j in $l
+return [$i, $j, "=", $i = $j, "<", $i < $j, "<=", $i <= $j, ">", $i > $j, ">=", $i >= $j]
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/string.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/string.aql
new file mode 100644
index 0000000..6b63d52
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/string.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/comparison_string.adm";
+
+let $c1 := "AA"
+let $c2 := "B"
+let $r1 := $c1 > $c2
+let $r2 := $c1 >= $c2
+let $r3 := $c1 < $c2
+let $r4 := $c1 <= $c2
+let $r5 := $c1 = $c2
+let $r6 := $c1 != $c2
+return {"result1": $r1,"result2": $r2,"result3": $r3,"result4": $r4,"result5": $r5, "result6": $r6}
diff --git a/asterix-app/src/test/resources/runtimets/queries/comparison/string_null.aql b/asterix-app/src/test/resources/runtimets/queries/comparison/string_null.aql
new file mode 100644
index 0000000..f959e92
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/comparison/string_null.aql
@@ -0,0 +1,16 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/comparison_string_null.adm";
+
+let $c1 := "AA"
+let $c2 := [1]
+let $c3 := $c2[1]
+let $r1 := $c1 > $c3
+let $r2 := $c3 >= $c1
+let $r3 := $c1 < $c3
+let $r4 := $c3 <= $c1
+let $r5 := $c1 = $c3
+let $r6 := $c3 != $c1
+return {"result1": $r1,"result2": $r2,"result3": $r3,"result4": $r4,"result5": $r5, "result6": $r6}
diff --git a/asterix-app/src/test/resources/runtimets/queries/constructor/boolean_01.aql b/asterix-app/src/test/resources/runtimets/queries/constructor/boolean_01.aql
new file mode 100644
index 0000000..479f20f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/constructor/boolean_01.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/constructor_boolean_01.adm";
+
+let $c1 := boolean("true")
+let $c2 := boolean("false")
+return {"boolean1": $c1,"boolean2": $c2}
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/constructor/circle_01.aql b/asterix-app/src/test/resources/runtimets/queries/constructor/circle_01.aql
new file mode 100644
index 0000000..3af819d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/constructor/circle_01.aql
@@ -0,0 +1,9 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/constructor_circle_01.adm";
+
+let $c1 := circle("10.1234,11.1e-1 +10.2E-2")
+let $c2 := circle("0.1234,-1.00e-10 +10.5E-2")
+return {"circle1": $c1,"circle2": $c2}
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/constructor/date_01.aql b/asterix-app/src/test/resources/runtimets/queries/constructor/date_01.aql
new file mode 100644
index 0000000..c889627
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/constructor/date_01.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/constructor_date_01.adm";
+
+let $c1 := date("2010-10-30+05:00")
+let $c2 := date("2010-10-30-10:15")
+let $c3 := date("1987-11-19")
+let $c4 := date("1987-11-19Z")
+let $c5 := date("-1987-11-19+08:30")
+let $c6 := date("0001-12-27")
+let $c7 := date("-1951-01-27-01:45")
+return {"date1": $c1, "date2": $c2, "date3": $c3, "date4": $c4, "date5": $c5, "date6": $c6, "date7": $c7}
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/constructor/datetime_01.aql b/asterix-app/src/test/resources/runtimets/queries/constructor/datetime_01.aql
new file mode 100644
index 0000000..611feff
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/constructor/datetime_01.aql
@@ -0,0 +1,13 @@
+use dataverse test;
+
+write output to nc1:"rttest/constructor_datetime_01.adm";
+
+let $c1 := datetime("2010-10-30T10:50:56:999+05:45")
+let $c2 := datetime("2010-10-30T10:30:56:250-10:00")
+let $c3 := datetime("1987-11-19T09:20:00:200")
+let $c4 := datetime("1987-11-19T10:50:56Z")
+let $c5 := datetime("-1987-11-19T10:50:56:099-05:30")
+let $c6 := datetime("-0001-11-19T10:50:56:719Z")
+let $c7 := datetime("1951-12-27T12:20:15")
+return {"datetime1": $c1, "datetime2": $c2, "datetime3": $c3, "datetime4": $c4, "datetime5": $c5, "datetime6": $c6, "datetime7": $c7}
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/constructor/double_01.aql b/asterix-app/src/test/resources/runtimets/queries/constructor/double_01.aql
new file mode 100644
index 0000000..5595917
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/constructor/double_01.aql
@@ -0,0 +1,14 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/constructor_double_01.adm";
+
+let $c1 := double("NaN")
+let $c2 := double("INF")
+let $c3 := double("-INF")
+let $c4 := double("-80.20d")
+let $c5 := double("-20.56e-30")
+let $c6 := double("-20.56e-300")
+return {"double1": $c1,"double2": $c2,"double3": $c3,"double4": $c4,"double5": $c5,"double6": $c6}
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/constructor/duration_01.aql b/asterix-app/src/test/resources/runtimets/queries/constructor/duration_01.aql
new file mode 100644
index 0000000..011996c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/constructor/duration_01.aql
@@ -0,0 +1,16 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/constructor_duration_01.adm";
+
+let $c1 := duration("D30Y10M25DT13H12M50S")
+let $c2 := duration("D25DT13H12M50S")
+let $c3 := duration("DT13H12M50S")
+let $c4 := duration("D30YT12MS")
+let $c5 := duration("DT13H")
+let $c6 := duration("-D30Y10M25DT13H12M50S")
+let $c7 := duration("-D25DT13H12M50S")
+let $c8 := duration("-DT13H50S")
+return {"duration1": $c1, "duration2": $c2, "duration3": $c3, "duration4": $c4, "duration5": $c5, "duration6": $c6, "duration7": $c7, "duration8": $c8}
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/constructor/float_01.aql b/asterix-app/src/test/resources/runtimets/queries/constructor/float_01.aql
new file mode 100644
index 0000000..4f179cc
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/constructor/float_01.aql
@@ -0,0 +1,16 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/constructor_float_01.adm";
+
+let $c1 := float("NaN")
+let $c2 := float("INF")
+let $c3 := float("-INF")
+let $c4 := float("-80.20")
+let $c5 := float("-20.56e-30")
+// +5.0E10 would not generate a precise calc. even with parseFloat
+ 
+
+return {"float1": $c1,"float2": $c2, "float3": $c3,"float4": $c4,"float5": $c5}
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/constructor/int_01.aql b/asterix-app/src/test/resources/runtimets/queries/constructor/int_01.aql
new file mode 100644
index 0000000..d35c84f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/constructor/int_01.aql
@@ -0,0 +1,16 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/constructor_int_01.adm";
+
+let $c1 := int8("+80i8")
+let $c2 := int16("160")
+let $c3 := int32("+320i32")
+let $c4 := int64("640")
+let $c5 := int8("-80")
+let $c6 := int16("-160i16")
+let $c7 := int32("-320")
+let $c8 := int64("-640i64")
+return {"int8": $c1,"int16": $c2,"int32": $c3, "int64": $c4, "int8": $c5,"int16": $c6,"int32": $c7, "int64": $c8}
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/constructor/line_01.aql b/asterix-app/src/test/resources/runtimets/queries/constructor/line_01.aql
new file mode 100644
index 0000000..4317903
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/constructor/line_01.aql
@@ -0,0 +1,9 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/constructor_line_01.adm";
+
+let $c1 := line("10.1234,11.1e-1 +10.2E-2,-11.22")
+let $c2 := line("0.1234,-1.00e-10 +10.5E-2,-01.02")
+return {"line1": $c1,"line2": $c2}
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/constructor/point_01.aql b/asterix-app/src/test/resources/runtimets/queries/constructor/point_01.aql
new file mode 100644
index 0000000..09c770c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/constructor/point_01.aql
@@ -0,0 +1,11 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/constructor_point_01.adm";
+
+let $c1 := point("80.10d, -10E5")
+let $c2 := point3d("5e2, -10E+5, +10.5e-10d")
+let $c3 := point("5.10E-10d, -10E5")
+let $c4 := point3d("0.5e+2d, -10.0E+5d, +10.05e-10")
+return {"point1": $c1,"point3d1": $c2,"point2": $c3, "point3d2": $c4}
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/constructor/polygon_01.aql b/asterix-app/src/test/resources/runtimets/queries/constructor/polygon_01.aql
new file mode 100644
index 0000000..750c559
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/constructor/polygon_01.aql
@@ -0,0 +1,9 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/constructor_polygon_01.adm";
+
+let $c1 := polygon("-1.2,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81")
+let $c2 := polygon("-1.0,+10.5e2 -02.15E+50,2.5 -1.0,+3.3e3 -2.50E+05,20.15 +3.5e+2,03.6 -4.60E-3,+4.75 -2,+1.0e2 -2.00E+5,20.10 30.5,03.25 -4.33E-3,+4.75")
+return {"polygon1": $c1,"polygon2": $c2}
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/constructor/string_01.aql b/asterix-app/src/test/resources/runtimets/queries/constructor/string_01.aql
new file mode 100644
index 0000000..fea0cb1
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/constructor/string_01.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/constructor_string_01.adm";
+
+let $c1 := string("true")
+let $c2 := string("false\"")
+return {"string1": $c1,"string2": $c2}
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/constructor/time_01.aql b/asterix-app/src/test/resources/runtimets/queries/constructor/time_01.aql
new file mode 100644
index 0000000..caa90f0
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/constructor/time_01.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/constructor_time_01.adm";
+
+let $c1 := time("10:50:56:200+05:00")
+let $c2 := time("10:50:56:200-10:15")
+let $c3 := time("10:50:56")
+let $c4 := time("10:50:56:200Z")
+let $c5 := time("23:59:59:999-13:30")
+let $c6 := time("24:00:00:000+14:45")
+let $c7 := time("12:59:00:019-01:00")
+return {"time1": $c1, "time2": $c2, "time3": $c3, "time4": $c4, "time5": $c5, "time6": $c6, "time7": $c7}
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/co.aql b/asterix-app/src/test/resources/runtimets/queries/custord/co.aql
new file mode 100644
index 0000000..ccacb66
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/co.aql
@@ -0,0 +1,68 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse custord;
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+
+create type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+create type CustomerOrdersType as open {
+  cid: int32,
+  cust: CustomerType,
+  orders: [OrderType]
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Customers3(CustomerType) 
+  partitioned by key cid on group1;
+create dataset Orders3(OrderType)
+  partitioned by key oid on group1;
+create dataset CustomerOrders3(CustomerOrdersType)
+  partitioned by key cid on group1;
+
+
+write output to nc1:"rttest/custord_co.adm";
+
+/*
+for $co1 in dataset('CustomerOrders3')
+for $o1 in $co1.orders
+return {
+  "order": $o1, 
+  "ordcust": 
+    for $co2 in dataset('CustomerOrders3')
+    where some $o2 in $co2.orders 
+      satisfies $o2.oid = $o1.oid
+    return $co2.cust 
+}
+*/
+
+for $co1 in dataset('CustomerOrders3')
+where some $o1 in $co1.orders
+satisfies $o1.oid = 10
+return $co1
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_01.aql b/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_01.aql
new file mode 100644
index 0000000..83a72ee
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_01.aql
@@ -0,0 +1,34 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  cashBack: int32,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+
+
+create external dataset Customers(CustomerType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/customerData.json"),("format"="adm"));
+        
+write output to nc1:"rttest/custord_customer_q_01.adm";
+      
+for $c in dataset('Customers')
+return $c 
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_02.aql b/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_02.aql
new file mode 100644
index 0000000..bb24a68
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_02.aql
@@ -0,0 +1,33 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  cashBack: int32,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+create external dataset Customers(CustomerType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/customerData.json"),("format"="adm"));
+        
+write output to nc1:"rttest/custord_customer_q_02.adm";
+      
+for $c in dataset('Customers')
+let $nestedRec := $c.lastorder
+return { "id": $c.cid, "nestedRecord":$nestedRec, "order_id" : $nestedRec.oid}
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_03.aql b/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_03.aql
new file mode 100644
index 0000000..32fed3b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_03.aql
@@ -0,0 +1,38 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  cashBack: int32,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+create external dataset Customers(CustomerType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/customerData.json"),("format"="adm"));
+        
+write output to nc1:"rttest/custord_customer_q_03.adm";
+      
+for $c in dataset('Customers')
+let $nestedRec := $c.lastorder
+let $c1 := [ $c.cid, $nestedRec.oid]
+let $c2 := {{ $c.cid, $nestedRec.oid}}
+let $c3 := [ $c.lastorder, $nestedRec]
+let $c4 := {{ $c.lastorder, $nestedRec}}
+where $c.cid >= int32("3") 
+return { "id": $c.cid, "list1":$c1, "list2":$c2,"list3":$c3,"list4":$c4}
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_04.aql b/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_04.aql
new file mode 100644
index 0000000..218cb7b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_04.aql
@@ -0,0 +1,34 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  cashBack: int32,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+create external dataset Customers(CustomerType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/customerData.json"),("format"="adm"));
+        
+write output to nc1:"rttest/custord_customer_q_04.adm";
+      
+for $c in dataset('Customers')
+let $rec := { "cashBack":$c.cashBack, "cashBack+5": $c.cashBack+5, "cashBack-5": $c.cashBack -5, "cashBack*5": $c.cashBack*5, "cashBack/5": $c.cashBack/ 5, "-cashBack": -$c.cashBack}
+where $c.cid >= int32("3") 
+return { "id": $c.cid, "custname":$c.name, "age" : $c.age, "MathcashBack": $rec }
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_05.aql b/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_05.aql
new file mode 100644
index 0000000..504df0b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_05.aql
@@ -0,0 +1,36 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  cashBack: int32,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+create external dataset Customers(CustomerType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/customerData.json"),("format"="adm"));
+        
+write output to nc1:"rttest/custord_customer_q_05.adm";
+
+  
+for $c in dataset('Customers')
+let $rec := { "age":$c.age, "age+5": $c.age+5, "age-5": $c.age -5, "age*5": $c.age*5, "age/5": $c.age/ 5, "-age": -$c.age}
+where $c.cid >= int32("3") 
+return { "custname":$c.name, "age" : $c.age,  "MathAge": $rec }
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_06.aql b/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_06.aql
new file mode 100644
index 0000000..0738dfe
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_06.aql
@@ -0,0 +1,35 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  cashBack: int32,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+create external dataset Customers(CustomerType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/customerData.json"),("format"="adm"));
+        
+write output to nc1:"rttest/custord_customer_q_06.adm";
+      
+for $c in dataset('Customers')
+let $rec := $c.lastorder
+let $m := [$c.cid, $rec.oid]
+let $n := [$m[?], $m[1], $m[4]]
+return { "customerid": $c.name, "orderedlist": $n}
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_07.aql b/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_07.aql
new file mode 100644
index 0000000..cdcdd82
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_07.aql
@@ -0,0 +1,36 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+
+create type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  cashBack: int32,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+create external dataset Customers(CustomerType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/customerData.json"),("format"="adm"));
+        
+write output to nc1:"rttest/custord_customer_q_07.adm";
+      
+for $c in dataset('Customers')
+let $rec := $c.lastorder
+let $m := [$c.cid, $rec.oid]
+let $n := {{$m[?], $m[1], $m[4]}}
+return { "customerid": $c.name, "unorderedlist": $n}
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_08.aql b/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_08.aql
new file mode 100644
index 0000000..baf2951
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/customer_q_08.aql
@@ -0,0 +1,35 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  cashBack: int32,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+
+create external dataset Customers(CustomerType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/customerData.json"),("format"="adm"));
+        
+write output to nc1:"rttest/custord_customer_q_08.adm";
+      
+for $c in dataset('Customers')
+where $c.age < 15
+return { "custname":$c.name, "custage": $c.age }
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/denorm-cust-order_01.aql b/asterix-app/src/test/resources/runtimets/queries/custord/denorm-cust-order_01.aql
new file mode 100644
index 0000000..e951abc
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/denorm-cust-order_01.aql
@@ -0,0 +1,71 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+
+
+
+create type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+create type CustomerOrdersType as open {
+  cid: int32,
+  cust: CustomerType,
+  orders: [OrderType]
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Customers1(CustomerType) 
+  partitioned by key cid on group1;
+create dataset Orders1(OrderType)
+  partitioned by key oid on group1;
+create dataset CustomerOrders1(CustomerOrdersType)
+  partitioned by key cid on group1;
+
+load dataset Customers1 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/custord-tiny/customer-tiny.adm"),("format"="adm")) pre-sorted;
+
+load dataset Orders1 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/custord-tiny/order-tiny.adm"),("format"="adm")) pre-sorted;
+
+
+// write output to nc1:"rttest/denorm-cust-order_01.adm";
+
+
+write into dataset CustomerOrders1 (
+
+for $c in dataset('Customers1')
+for $o in dataset('Orders1')
+where $c.cid = $o.cid and $c.age < 21 and $c.total > 50.0
+group by $cid := $c.cid decor $cust := $c with $o
+return {"cid":$cid, "cust": $cust, "orders": $o} 
+
+);
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/denorm-cust-order_02.aql b/asterix-app/src/test/resources/runtimets/queries/custord/denorm-cust-order_02.aql
new file mode 100644
index 0000000..39815d7
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/denorm-cust-order_02.aql
@@ -0,0 +1,76 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+
+
+
+create type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+create type CustomerOrdersType as open {
+  cid: int32,
+  cust: CustomerType,
+  orders: [OrderType]
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Customers2(CustomerType) 
+  partitioned by key cid on group1;
+create dataset Orders2(OrderType)
+  partitioned by key oid on group1;
+create dataset CustomerOrders2(CustomerOrdersType)
+  partitioned by key cid on group1;
+
+load dataset Customers2 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/custord-tiny/customer-tiny.adm"),("format"="adm")) pre-sorted;
+
+load dataset Orders2 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/custord-tiny/order-tiny.adm"),("format"="adm")) pre-sorted;
+
+
+write into dataset CustomerOrders2 (
+
+for $c in dataset('Customers2')
+let $orders := 
+  for $o in dataset('Orders2')
+  where $o.cid = $c.cid
+  order by $o.oid asc
+  return $o
+return { "cid": $c.cid, "cust": $c, "orders": $orders }
+
+);
+
+write output to nc1:"rttest/custord_denorm-cust-order_02.adm";
+
+for $co in dataset('CustomerOrders2')
+order by $co.cid
+return $co
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/denorm-cust-order_03.aql b/asterix-app/src/test/resources/runtimets/queries/custord/denorm-cust-order_03.aql
new file mode 100644
index 0000000..978bedf
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/denorm-cust-order_03.aql
@@ -0,0 +1,82 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+create type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+create type CustomerOrdersType as open {
+  cid: int32,
+  cust: CustomerType,
+  orders: [OrderType]
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Customers3(CustomerType) 
+  partitioned by key cid on group1;
+create dataset Orders3(OrderType)
+  partitioned by key oid on group1;
+create dataset CustomerOrders3(CustomerOrdersType)
+  partitioned by key cid on group1;
+
+load dataset Customers3 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/custord-tiny/customer-tiny.adm"),("format"="adm")) pre-sorted;
+
+load dataset Orders3 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/custord-tiny/order-tiny.adm"),("format"="adm")) pre-sorted;
+
+
+write into dataset CustomerOrders3 (
+
+for $c in dataset('Customers3')
+let $orders := 
+  for $o in dataset('Orders3')
+  where $o.cid = $c.cid
+  order by $o.orderpriority desc
+  return $o
+return { "cid": $c.cid, "cust": $c, "orders": $orders }
+
+);
+
+write output to nc1:"rttest/custord_denorm-cust-order_03.adm";
+
+for $co1 in dataset('CustomerOrders3')
+for $o1 in $co1.orders
+return {
+  "order": $o1, 
+  "ordcust": 
+    for $co2 in dataset('CustomerOrders3')
+    where some $o2 in $co2.orders 
+      satisfies $o2.oid = $o1.oid
+    return $co2.cust 
+}
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/freq-clerk.aql b/asterix-app/src/test/resources/runtimets/queries/custord/freq-clerk.aql
new file mode 100644
index 0000000..d6eb4c4
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/freq-clerk.aql
@@ -0,0 +1,49 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerOrderType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  orders: [OrderType]
+}
+
+create type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset CustomerOrders(CustomerOrderType) 
+  partitioned by key cid on group1;
+
+
+load dataset CustomerOrders
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/custord-tiny/custorder-tiny.adm"),("format"="adm")) pre-sorted;
+
+
+write output to nc1:"rttest/custord_freq_clark.adm";
+
+for $c in dataset('CustomerOrders')
+for $o in $c.orders
+group by $clerk := $o.clerk with $o
+let $count := count($o)
+order by $count, $clerk desc
+return { "clerk": $clerk, "ordercount": $count }
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/join_q_01.aql b/asterix-app/src/test/resources/runtimets/queries/custord/join_q_01.aql
new file mode 100644
index 0000000..2a6a37b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/join_q_01.aql
@@ -0,0 +1,52 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  cashBack: int32,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+
+
+create type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float,
+  items: [int32]
+}
+
+ 
+create external dataset Customers(CustomerType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/customerData.json"),("format"="adm"));
+        
+create external dataset Orders(OrderType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/orderData.json"),("format"="adm"));
+
+write output to nc1:"rttest/custord_join_q_01.adm";
+      
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+where $c.cid = $o.cid 
+order by $c.name, $o.total
+return {"cust_name":$c.name, "cust_age": $c.age, "order_total":$o.total, "orderList":[$o.oid, $o.cid], "orderList":{{$o.oid, $o.cid}}} 
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/join_q_02.aql b/asterix-app/src/test/resources/runtimets/queries/custord/join_q_02.aql
new file mode 100644
index 0000000..7b0cb5f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/join_q_02.aql
@@ -0,0 +1,54 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  cashBack: int32,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+create type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float,
+  items: [int32]
+}
+
+ 
+create external dataset Customers(CustomerType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/customerData.json"),("format"="adm"));
+        
+create external dataset Orders(OrderType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/orderData.json"),("format"="adm"));
+
+write output to nc1:"rttest/custord_join_q_02.adm";
+      
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+let $rec := $c.lastorder
+let $ol := [$o.oid, $rec.oid, $o.cid]
+let $ul := {{$o.oid, $rec.oid, $o.cid}}
+where $c.cid = $o.cid
+order by $c.name, $o.total
+return {"cust_name":$c.name, "order_total": $o.total, "orderedlist": $ol, "unorderedlist": $ul  } 
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/join_q_03.aql b/asterix-app/src/test/resources/runtimets/queries/custord/join_q_03.aql
new file mode 100644
index 0000000..002bdff
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/join_q_03.aql
@@ -0,0 +1,54 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  cashBack: int32,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+
+create type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float,
+  items: [int32]
+}
+
+ 
+create external dataset Customers(CustomerType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/customerData.json"),("format"="adm"));
+        
+create external dataset Orders(OrderType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/orderData.json"),("format"="adm"));
+
+write output to nc1:"rttest/custord_join_q_03.adm";
+      
+
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+let $rec := $c.lastorder
+let $ol := [$o.oid, $rec.oid, $o.cid]
+let $ul := {{$o.oid, $rec.oid, $o.cid}}
+where $c.cid = $o.cid
+order by $c.name, $o.total
+return {"cust_name":$c.name, "order_total": $o.total, "orderedlist": $ol, "unorderedlist": $ul, "ol_item1": $ol[0], "ol_item2": $ol[1], "ol_item5": $ol[4], "ul_item1": $ul[?]} 
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/join_q_04.aql b/asterix-app/src/test/resources/runtimets/queries/custord/join_q_04.aql
new file mode 100644
index 0000000..b424796
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/join_q_04.aql
@@ -0,0 +1,51 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  cashBack: int32,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+
+create type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float,
+  items: [int32]
+}
+
+ 
+create external dataset Customers(CustomerType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/customerData.json"),("format"="adm"));
+        
+create external dataset Orders(OrderType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/orderData.json"),("format"="adm"));
+
+write output to nc1:"rttest/custord_join_q_04.adm";
+      
+
+for $c in dataset('Customers')
+return {"order_id" :
+for $o in dataset('Orders')
+where $c.cid = $o.cid
+return $o.oid } 
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/load-test.aql b/asterix-app/src/test/resources/runtimets/queries/custord/load-test.aql
new file mode 100644
index 0000000..ae2d750
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/load-test.aql
@@ -0,0 +1,56 @@
+drop dataverse test if exists;
+drop nodegroup group0 if exists;
+  
+create dataverse test;
+use dataverse test;
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+create nodegroup group0 if not exists on nc1;
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset c1(CustomerType) 
+  partitioned by key cid on group0;
+create dataset c2(CustomerType) 
+  partitioned by key cid on group1;  
+  
+load dataset c1 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/custord-tiny/customer-tiny.adm"),("format"="adm")) pre-sorted;
+
+
+write into dataset c2 (
+
+  for $c in dataset('c1')
+  return $c 
+
+);
+
+
+write output to nc1:"rttest/custord_load-test.adm";
+
+for $c in dataset('c2')
+order by $c.cid
+return $c
+
+
+
+// write output to nc1:"rttest/denorm-cust-order_01.adm";
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/order_q_01.aql b/asterix-app/src/test/resources/runtimets/queries/custord/order_q_01.aql
new file mode 100644
index 0000000..36e6830
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/order_q_01.aql
@@ -0,0 +1,26 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float,
+  items: [int32]
+}
+
+
+
+create external dataset Orders(OrderType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/orderData.json"),("format"="adm"));
+        
+write output to nc1:"rttest/custord_order_q_01.adm";
+      
+for $c in dataset('Orders')
+return $c 
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/order_q_02.aql b/asterix-app/src/test/resources/runtimets/queries/custord/order_q_02.aql
new file mode 100644
index 0000000..a16eab6
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/order_q_02.aql
@@ -0,0 +1,30 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float,
+  items: [int32]
+}
+
+
+
+create external dataset Orders(OrderType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/orderData.json"),("format"="adm"));
+
+write output to nc1:"rttest/custord_order_q_02.adm";
+      
+for $o in dataset('Orders')
+let $c1 := [ $o.orderstatus, $o.clerk]
+let $c2 := {{ $o.orderstatus, $o.clerk}}
+let $c3 := [$o.heList, $o.openlist, $o.loc, $o.line, $o.poly, $o.lastorder]
+let $c4 := [$o.heList, $o.openlist, $o.loc, $o.line, $o.poly, $o.lastorder]
+return { "id": $o.cid, "list1":$c1, "list2":$c2,"list3":$c3,"list4":$c4}
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/order_q_03.aql b/asterix-app/src/test/resources/runtimets/queries/custord/order_q_03.aql
new file mode 100644
index 0000000..b930a10
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/order_q_03.aql
@@ -0,0 +1,29 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float,
+  items: [int32]
+}
+
+
+create external dataset Orders(OrderType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/orderData.json"),("format"="adm"));
+        
+write output to nc1:"rttest/custord_order_q_03.adm";
+      
+for $o in dataset('Orders')
+let $c1 := [ $o.orderstatus, $o.clerk]
+let $c2 := {{ $o.orderstatus, $o.clerk}}
+let $c3 := [$o.heList, $o.openlist, $o.loc, $o.line, $o.poly, $o.lastorder]
+let $c4 := [$o.heList, $o.openlist, $o.loc, $o.line, $o.poly, $o.lastorder]
+return { "orderid": $o.oid, "ordertot":$o.total, "list": $c1, "item1": $c1[0], "item1": $c1[?], "item2": $c1[1], "item3": $c1[2]}
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/order_q_04.aql b/asterix-app/src/test/resources/runtimets/queries/custord/order_q_04.aql
new file mode 100644
index 0000000..c9b22d8
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/order_q_04.aql
@@ -0,0 +1,30 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float,
+  items: [int32]
+}
+
+
+
+create external dataset Orders(OrderType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/orderData.json"),("format"="adm"));
+        
+write output to nc1:"rttest/custord_order_q_04.adm";
+      
+for $o in dataset('Orders')
+let $c1 := [ $o.orderstatus, $o.clerk]
+let $c2 := {{ $o.orderstatus, $o.clerk}}
+let $c3 := [$o.heList, $o.openlist, $o.loc, $o.line, $o.poly, $o.lastorder]
+let $c4 := [$o.heList, $o.openlist, $o.loc, $o.line, $o.poly, $o.lastorder]
+return { "orderid": $o.oid, "ordertot":$o.total, "list": $c3, "item1": $c3[0], "item1": $c3[?], "item2": $c3[1], "item5": $c3[5], "item10": $c3[10]}
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/order_q_05.aql b/asterix-app/src/test/resources/runtimets/queries/custord/order_q_05.aql
new file mode 100644
index 0000000..5693312
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/order_q_05.aql
@@ -0,0 +1,27 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float,
+  items: [int32]
+}
+
+
+create external dataset Orders(OrderType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/orderData.json"),("format"="adm"));
+        
+write output to nc1:"rttest/custord_order_q_05.adm";
+      
+for $o in dataset('Orders')
+let $c1 := []
+let $c2 := {{}}
+return { "orderid": $o.oid, "ordertot":$o.total, "emptyorderedlist": $c1, "emptyunorderedlist": $c2, "olist_item1": $c1[0], "olist_item1": $c1[?], "olist_item5": $c1[4], "ulist_item1": $c2[?]}
diff --git a/asterix-app/src/test/resources/runtimets/queries/custord/order_q_06.aql b/asterix-app/src/test/resources/runtimets/queries/custord/order_q_06.aql
new file mode 100644
index 0000000..70c317f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/custord/order_q_06.aql
@@ -0,0 +1,26 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float,
+  items: [int32]
+}
+
+
+create external dataset Orders(OrderType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/orderData.json"),("format"="adm"));
+        
+write output to nc1:"rttest/custord_order_q_06.adm";
+
+for $o in dataset('Orders')
+let $c3 := {{$o.heList, $o.openlist}}
+return { "item1": $c3[?] }
diff --git a/asterix-app/src/test/resources/runtimets/queries/dapd/q1.aql b/asterix-app/src/test/resources/runtimets/queries/dapd/q1.aql
new file mode 100644
index 0000000..df75811
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/dapd/q1.aql
@@ -0,0 +1,39 @@
+drop dataverse test if exists;
+  
+create dataverse test;
+use dataverse test;
+
+
+create type AddressType as closed {
+  street: string,
+  city: string,
+  zip: string,
+  latlong: point
+}
+
+create type UserType as open {
+  name: string,
+  email: string,
+  interests: {{string}},
+  address: AddressType,
+  member_of: {{
+    {
+      sig_id: int32,
+      chapter_name: string,
+      member_since: date
+    }
+  }}
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create external dataset User(UserType) 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/events/tiny/user.adm"),("format"="adm"));
+
+write output to nc1:"rttest/dapd_q1.adm";
+
+for $user in dataset('User')
+where some $i in $user.interests
+  satisfies $i = "movies"
+return {"name": $user.name}
diff --git a/asterix-app/src/test/resources/runtimets/queries/dapd/q2.aql b/asterix-app/src/test/resources/runtimets/queries/dapd/q2.aql
new file mode 100644
index 0000000..171fb02
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/dapd/q2.aql
@@ -0,0 +1,56 @@
+drop dataverse test if exists;
+  
+create dataverse test;
+use dataverse test;
+
+create type AddressType as closed {
+  street: string,
+  city: string,
+  zip: string,
+  latlong: point
+}
+
+create type EventType as closed {
+  event_id: int32, 
+  name: string,
+  location: AddressType	?,
+  organizers: {{ 
+   {
+     name: string
+   }
+  }},
+  sponsoring_sigs: [
+    {
+      sig_id: int32,
+      chapter_name: string
+    }
+  ],
+  interest_keywords: {{string}},
+  price: double?,
+  start_time: datetime,
+  end_time: datetime
+}
+
+
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create external dataset Event(EventType) 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/events/tiny/event.adm"),("format"="adm"));
+
+write output to nc1:"rttest/dapd_q2.adm";
+
+for $event in dataset('Event')
+for $sponsor in $event.sponsoring_sigs
+let $es := { "event": $event, "sponsor": $sponsor }
+group by $sig_id := $sponsor.sig_id with $es
+let $sig_sponsorship_count := count($es)
+let $by_chapter :=
+   for $e in $es
+   group by $chapter_name := $e.sponsor.chapter_name with $e
+   return { "chapter_name": $chapter_name, "escount" : count($e) }
+order by $sig_sponsorship_count desc
+limit 5
+return { "sig_id": $sig_id, "total_count": $sig_sponsorship_count, "chapter_breakdown": $by_chapter }
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/dapd/q3.aql b/asterix-app/src/test/resources/runtimets/queries/dapd/q3.aql
new file mode 100644
index 0000000..9c871b2
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/dapd/q3.aql
@@ -0,0 +1,51 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+
+create type AddressType as closed {
+ street: string,
+ city: string,
+ zip: string,
+ latlong: point2d
+}
+
+create type UserType as open{
+ name: string,
+ interests: {{string}},
+ address: AddressType,
+ member_of: {{
+  {
+    sig_id: int32,
+    chapter_name: string,
+    member_since: date
+  }
+}}
+}
+
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset User(UserType)
+ partitioned by key name on group1;
+
+load dataset User 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/events/tiny/user.adm"),("format"="json")) pre-sorted;
+
+
+write output to nc1:'rttest/dapd_q3.adm';
+
+set simthreshold '.5f';
+
+for $user in dataset('User')
+let $similar_users :=
+  for $similar_user in dataset('User')
+  where $user.name != $similar_user.name
+       and $user.interests ~= $similar_user.interests
+  let $sim := similarity-jaccard($user.interests, $similar_user.interests)
+  order by $sim desc
+  limit 10
+  return { "user_name": $similar_user.name }
+order by $user.name  
+return { "user_name" : $user.name, "similar_users" : $similar_users }
diff --git a/asterix-app/src/test/resources/runtimets/queries/dml/delete-with-index.aql b/asterix-app/src/test/resources/runtimets/queries/dml/delete-with-index.aql
new file mode 100644
index 0000000..b1ad097
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/dml/delete-with-index.aql
@@ -0,0 +1,43 @@
+drop dataverse test if exists;
+  
+create dataverse test;
+use dataverse test;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+
+create index idx_LineItem_partkey on LineItem(l_linenumber);
+create index idx_LineItem_suppkey on LineItem(l_suppkey);
+
+delete $l from dataset LineItem where $l.l_suppkey>=2 or $l.l_linenumber>1;
+
+write output to nc1:"rttest/dml_delete-with-index.adm";      
+for $c in dataset('LineItem')
+where $c.l_suppkey<150
+order by $c.l_orderkey, $c.l_linenumber
+return $c
diff --git a/asterix-app/src/test/resources/runtimets/queries/dml/delete.aql b/asterix-app/src/test/resources/runtimets/queries/dml/delete.aql
new file mode 100644
index 0000000..cdd0315
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/dml/delete.aql
@@ -0,0 +1,40 @@
+drop dataverse test if exists;
+  
+create dataverse test;
+use dataverse test;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+
+delete $l from dataset LineItem where $l.l_orderkey>=10;
+
+write output to nc1:"rttest/dml_delete.adm";      
+for $c in dataset('LineItem')
+order by $c.l_orderkey, $c.l_linenumber
+return $c 
diff --git a/asterix-app/src/test/resources/runtimets/queries/dml/insert-tuple-with-index.aql b/asterix-app/src/test/resources/runtimets/queries/dml/insert-tuple-with-index.aql
new file mode 100644
index 0000000..fcc83d6
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/dml/insert-tuple-with-index.aql
@@ -0,0 +1,52 @@
+drop dataverse test if exists;
+  
+create dataverse test;
+use dataverse test;
+
+create type LineIDType as closed {
+  l_orderkey: int32, 
+  l_linenumber: int32, 
+  l_suppkey: int32
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset LineID(LineIDType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+
+load dataset LineID 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem_0.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+
+create index idx_LineID_partkey on LineID(l_linenumber);
+create index idx_LineID_suppkey on LineID(l_suppkey);
+
+insert into dataset LineID (
+let $x:=1
+let $y:=2
+let $z:=3
+return {
+	"l_orderkey": $x,
+	"l_partkey": $y,
+	"l_suppkey": $z
+}
+);
+
+insert into dataset LineID (
+let $x:=2
+let $y:=3
+let $z:=4
+return {
+	"l_orderkey": $x,
+	"l_partkey": $y,
+	"l_suppkey": $z
+}
+);
+
+
+write output to nc1:"rttest/dml_insert-tuple-with-index.adm";      
+for $c in dataset('LineID')
+where $c.l_suppkey = 3 and $c.l_linenumber=2
+order by $c.l_orderkey, $c.l_linenumber
+return $c 
diff --git a/asterix-app/src/test/resources/runtimets/queries/dml/insert-tuple.aql b/asterix-app/src/test/resources/runtimets/queries/dml/insert-tuple.aql
new file mode 100644
index 0000000..731f7cd
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/dml/insert-tuple.aql
@@ -0,0 +1,49 @@
+drop dataverse test if exists;
+  
+create dataverse test;
+use dataverse test;
+
+create type LineIDType as closed {
+  l_orderkey: int32, 
+  l_linenumber: int32, 
+  l_suppkey: int32
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset LineID(LineIDType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+
+load dataset LineID 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem_0.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+
+insert into dataset LineID (
+let $x:=1
+let $y:=2
+let $z:=3
+return {
+	"l_orderkey": $x,
+	"l_partkey": $y,
+	"l_suppkey": $z
+}
+);
+
+insert into dataset LineID (
+let $x:=2
+let $y:=3
+let $z:=4
+return {
+	"l_orderkey": $x,
+	"l_partkey": $y,
+	"l_suppkey": $z
+}
+);
+
+
+write output to nc1:"rttest/dml_insert-tuple.adm";      
+for $c in dataset('LineID')
+where $c.l_suppkey < 100 and $c.l_linenumber<5
+order by $c.l_orderkey, $c.l_linenumber
+return $c 
diff --git a/asterix-app/src/test/resources/runtimets/queries/dml/insert-wisc.aql b/asterix-app/src/test/resources/runtimets/queries/dml/insert-wisc.aql
new file mode 100644
index 0000000..4e9e594
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/dml/insert-wisc.aql
@@ -0,0 +1,55 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create type Schema as closed {
+unique1:  int32,
+unique2:  int32,
+two:  int32,
+four:  int32,
+ten:  int32,
+twenty:  int32,
+onePercent: int32,
+tenPercent:  int32,
+twentyPercent:  int32,
+fiftyPercent:  int32,
+unique3:  int32,
+evenOnePercent: int32,
+oddOnePercent:  int32,
+stringu1:  string,
+stringu2:  string,
+string4:  string
+}
+
+create dataset onektup(Schema) partitioned by key unique2 on group1;
+
+create dataset tenktup1(Schema) partitioned by key unique2 on group1;
+
+load dataset onektup 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/wisc/onektup.adm"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset tenktup1 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/wisc/tenktup.adm"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+create dataset tmp(Schema) partitioned by key unique2 on group1;
+
+load dataset tmp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/wisc/empty.adm"),("format"="adm")) pre-sorted;
+
+insert into dataset tmp(
+for $l in dataset('tenktup1')
+where $l.unique2 > 0 and $l.unique2 < 99
+return $l
+);
+
+write output to nc1:"rttest/dml_insert-wisc.adm";      
+for $t in dataset('tmp')
+order by $t.unique2
+return $t
diff --git a/asterix-app/src/test/resources/runtimets/queries/dml/insert-with-index.aql b/asterix-app/src/test/resources/runtimets/queries/dml/insert-with-index.aql
new file mode 100644
index 0000000..ec30668
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/dml/insert-with-index.aql
@@ -0,0 +1,66 @@
+drop dataverse test if exists;
+  
+create dataverse test;
+use dataverse test;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type LineIDType as closed {
+  l_orderkey: int32, 
+  l_linenumber: int32, 
+  l_suppkey: int32
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+
+create dataset LineID(LineIDType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset LineID 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem_0.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+
+create index idx_LineID_partkey on LineID(l_linenumber);
+create index idx_LineID_suppkey on LineID(l_suppkey);
+
+insert into dataset LineID (
+for $l in dataset('LineItem')
+	where $l.l_orderkey<10
+	return {
+		"l_orderkey": $l.l_orderkey,
+		"l_partkey": $l.l_linenumber,
+		"l_suppkey": $l.l_partkey
+	}
+);
+
+write output to nc1:"rttest/dml_insert-with-index.adm";      
+for $c in dataset('LineID')
+where $c.l_suppkey < 100 and $c.l_linenumber<5
+order by $c.l_orderkey, $c.l_linenumber
+return $c 
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/dml/insert.aql b/asterix-app/src/test/resources/runtimets/queries/dml/insert.aql
new file mode 100644
index 0000000..2123aa8
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/dml/insert.aql
@@ -0,0 +1,62 @@
+drop dataverse test if exists;
+  
+create dataverse test;
+use dataverse test;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type LineIDType as closed {
+  l_orderkey: int32, 
+  l_linenumber: int32, 
+  l_suppkey: int32
+}
+
+create nodegroup group1  if not exists on nc1;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+
+create dataset LineID(LineIDType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset LineID 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem_0.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+
+insert into dataset LineID (
+for $l in dataset('LineItem')
+	where $l.l_orderkey<10
+	return {
+		"l_orderkey": $l.l_orderkey,
+		"l_partkey": $l.l_linenumber,
+		"l_suppkey": $l.l_partkey
+	}
+);
+
+write output to nc1:"rttest/dml_insert.adm";      
+for $c in dataset('LineID')
+order by $c.l_orderkey, $c.l_linenumber
+return $c 
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/dml/insert_less_nc.aql b/asterix-app/src/test/resources/runtimets/queries/dml/insert_less_nc.aql
new file mode 100644
index 0000000..80cb4f5
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/dml/insert_less_nc.aql
@@ -0,0 +1,62 @@
+drop dataverse test if exists;
+  
+create dataverse test;
+use dataverse test;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type LineIDType as closed {
+  l_orderkey: int32, 
+  l_linenumber: int32, 
+  l_suppkey: int32
+}
+
+create nodegroup group1nc2 if not exists on nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1nc2;
+
+create dataset LineID(LineIDType)
+  partitioned by key l_orderkey, l_linenumber on group1nc2;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset LineID 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem_0.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+
+insert into dataset LineID (
+for $l in dataset('LineItem')
+	where $l.l_orderkey<1000
+	return {
+		"l_orderkey": $l.l_orderkey,
+		"l_partkey": $l.l_linenumber,
+		"l_suppkey": $l.l_partkey
+	}
+);
+
+write output to nc1:"rttest/dml_insert_less_nc.adm";      
+for $c in dataset('LineID')
+order by $c.l_orderkey, $c.l_linenumber
+return $c 
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/dml/scan-delete-rtree-secondary-index.aql b/asterix-app/src/test/resources/runtimets/queries/dml/scan-delete-rtree-secondary-index.aql
new file mode 100644
index 0000000..bb2f934
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/dml/scan-delete-rtree-secondary-index.aql
@@ -0,0 +1,34 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as closed {
+  id: int32,
+  point: point,
+  kwds: string,
+  line1: line,
+  line2: line,
+  poly1: polygon,
+  poly2: polygon,
+  rec: rectangle
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset MyData(MyRecord)
+  partitioned by key id on group1;
+
+load dataset MyData 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm")) pre-sorted;
+
+create index rtree_index_point on MyData(point) type rtree;
+
+delete $m from dataset MyData where $m.id>10;
+
+write output to nc1:"rttest/dml_scan-delete-rtree-secondary-index.adm";
+
+for $o in dataset('MyData')
+where spatial-intersect($o.point, create-polygon(create-point(0.0,1.0), create-point(0.0,4.0), create-point(12.0,4.0), create-point(12.0,1.0)))
+order by $o.id
+return {"id":$o.id}
diff --git a/asterix-app/src/test/resources/runtimets/queries/dml/scan-insert-rtree-secondary-index.aql b/asterix-app/src/test/resources/runtimets/queries/dml/scan-insert-rtree-secondary-index.aql
new file mode 100644
index 0000000..fe9c017
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/dml/scan-insert-rtree-secondary-index.aql
@@ -0,0 +1,55 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as closed {
+  id: int32,
+  point: point,
+  kwds: string,
+  line1: line,
+  line2: line,
+  poly1: polygon,
+  poly2: polygon,
+  rec: rectangle
+}
+
+create type MyMiniRecord as closed {
+  id: int32,
+  point: point
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset MyData(MyRecord)
+  partitioned by key id on group1;
+
+load dataset MyData 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm")) pre-sorted;
+
+
+create dataset MyMiniData(MyMiniRecord)
+  partitioned by key id on group1;
+
+load dataset MyMiniData 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData0.json"),("format"="adm")) pre-sorted;
+
+create index rtree_index_point_0 on MyData(point) type rtree;
+create index rtree_index_point on MyMiniData(point) type rtree;
+
+insert into dataset MyMiniData
+(
+	for $m in dataset('MyData')
+	return {
+		"id": $m.id,
+		"point": $m.point
+	}
+);
+
+write output to nc1:"rttest/dml_scan-insert-rtree-secondary-index.adm";
+
+for $o in dataset('MyMiniData')
+where spatial-intersect($o.point, create-polygon(create-point(0.0,1.0), create-point(0.0,4.0), create-point(12.0,4.0), create-point(12.0,1.0)))
+order by $o.id
+return {"id":$o.id}
diff --git a/asterix-app/src/test/resources/runtimets/queries/employee/q_01.aql b/asterix-app/src/test/resources/runtimets/queries/employee/q_01.aql
new file mode 100644
index 0000000..7c1df0f9
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/employee/q_01.aql
@@ -0,0 +1,27 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type EmpType as open {
+  id: int32, 
+  name: string,
+  address: {
+  number: int32, 
+  street: string,
+  city: string
+   },
+  age: int32?,
+  interests: {{string}}?,
+  children: [string]?
+}
+
+create external dataset Emp(EmpType) 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/employee.json"),("format"="adm"));
+        
+write output to nc1:"rttest/employee_q_01.adm";
+      
+for $e in dataset('Emp')
+return $e 
diff --git a/asterix-app/src/test/resources/runtimets/queries/employee/q_02.aql b/asterix-app/src/test/resources/runtimets/queries/employee/q_02.aql
new file mode 100644
index 0000000..7cb1ee9
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/employee/q_02.aql
@@ -0,0 +1,28 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+create type EmpType as open {
+  id: int32, 
+  name: string,
+  address: {
+  number: int32, 
+  street: string,
+  city: string
+   },
+  age: int32?,
+  interests: {{string}}?,
+  children: [string]?
+}
+
+create external dataset Emp(EmpType) 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/employee.json"),("format"="adm"));
+        
+write output to nc1:"rttest/employee_q_02.adm";
+      
+for $e in dataset('Emp')
+let $m := [{"EmpName": $e.name, "parent_interest_1": $e.interests[?], "child1Name": $e.children[?], "child2Name": $e.children[1]}]
+return $m 
diff --git a/asterix-app/src/test/resources/runtimets/queries/failure/delete-rtree.aql b/asterix-app/src/test/resources/runtimets/queries/failure/delete-rtree.aql
new file mode 100644
index 0000000..0ad2dde
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/failure/delete-rtree.aql
@@ -0,0 +1,31 @@
+drop dataverse test if exists;
+  
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as closed {
+	id: int32,
+	tweetid: int64,
+	loc: point,
+	time: datetime,
+	text: string
+}
+
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset MyData(MyRecord)
+  partitioned by key id on group1;
+
+load dataset MyData 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/twitter/smalltweets.txt"),("format"="adm")) pre-sorted;
+
+
+delete $l from dataset MyData where $l.id>=50 die after 1500;
+
+write output to nc1:"rttest/failure_delete-rtree.adm";      
+
+for $o in dataset('MyData')
+order by $o.id
+return {"id":$o.id}
diff --git a/asterix-app/src/test/resources/runtimets/queries/failure/delete.aql b/asterix-app/src/test/resources/runtimets/queries/failure/delete.aql
new file mode 100644
index 0000000..cb51030
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/failure/delete.aql
@@ -0,0 +1,41 @@
+drop dataverse test if exists;
+  
+create dataverse test;
+use dataverse test;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+
+delete $l from dataset LineItem where $l.l_orderkey>=10 die after 1500;
+
+write output to nc1:"rttest/failure_delete.adm";      
+for $c in dataset('LineItem')
+where $c.l_orderkey>=10
+order by $c.l_orderkey, $c.l_linenumber
+return $c 
diff --git a/asterix-app/src/test/resources/runtimets/queries/failure/insert-rtree.aql b/asterix-app/src/test/resources/runtimets/queries/failure/insert-rtree.aql
new file mode 100644
index 0000000..ca4e910
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/failure/insert-rtree.aql
@@ -0,0 +1,65 @@
+drop dataverse test if exists;
+
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as closed {
+	id: int32,
+	tweetid: int64,
+	loc: point,
+	time: datetime,
+	text: string
+}
+
+create type MyMiniRecord as closed {
+  id: int32,
+  loc: point
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset MyData(MyRecord)
+  partitioned by key id on group1;
+
+load dataset MyData 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/twitter/smalltweets.txt"),("format"="adm")) pre-sorted;
+
+
+create dataset MyMiniData(MyMiniRecord)
+  partitioned by key id on group1;
+
+load dataset MyMiniData 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData0.json"),("format"="adm")) pre-sorted;
+
+
+create index rtree_index_loc_0 on MyData(loc) type rtree;
+create index rtree_index_loc on MyMiniData(loc) type rtree;
+
+insert into dataset MyMiniData
+(
+	for $m in dataset('MyData')
+	where $m.id<1000
+	return {
+		"id": $m.id,
+		"loc": $m.loc
+	}
+);
+
+insert into dataset MyMiniData
+(
+	for $m in dataset('MyData')
+	where $m.id>=1000
+	die after 1000
+	return {
+		"id": $m.id,
+		"loc": $m.loc
+	}
+);
+
+write output to nc1:"rttest/failure_insert-rtree.adm";
+
+for $o in dataset('MyMiniData')
+order by $o.id
+return {"id":$o.id}
diff --git a/asterix-app/src/test/resources/runtimets/queries/failure/insert.aql b/asterix-app/src/test/resources/runtimets/queries/failure/insert.aql
new file mode 100644
index 0000000..570f4bc
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/failure/insert.aql
@@ -0,0 +1,72 @@
+drop dataverse test if exists;
+  
+create dataverse test;
+use dataverse test;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type LineIDType as closed {
+  l_orderkey: int32, 
+  l_linenumber: int32, 
+  l_suppkey: int32
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+
+create dataset LineID(LineIDType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset LineID 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem_0.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+insert into dataset LineID (
+for $l in dataset('LineItem')
+	where $l.l_orderkey<1000
+	return {
+		"l_orderkey": $l.l_orderkey,
+		"l_partkey": $l.l_linenumber,
+		"l_suppkey": $l.l_partkey
+	}
+);
+
+insert into dataset LineID (
+for $l in dataset('LineItem')
+	where $l.l_orderkey>=1000
+	die after 1000
+	return {
+		"l_orderkey": $l.l_orderkey,
+		"l_partkey": $l.l_linenumber,
+		"l_suppkey": $l.l_partkey
+	}
+);
+
+write output to nc1:"rttest/failure_insert.adm";      
+for $c in dataset('LineID')
+order by $c.l_orderkey, $c.l_linenumber
+return $c 
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/failure/q1_pricing_summary_report_failure.aql b/asterix-app/src/test/resources/runtimets/queries/failure/q1_pricing_summary_report_failure.aql
new file mode 100644
index 0000000..def6e9a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/failure/q1_pricing_summary_report_failure.aql
@@ -0,0 +1,55 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create nodegroup group1  if not exists on nc1;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+
+write output to nc1:"rttest/failure_q1_pricing_summary_report_failure.adm";
+ 
+for $l in dataset('LineItem')
+//where inject-failure($l.l_shipdate <= '1998-09-02', $l.l_orderkey=5999)
+/*+ hash*/
+group by $l_returnflag := $l.l_returnflag, $l_linestatus := $l.l_linestatus  
+  with $l
+order by $l_returnflag, $l_linestatus
+return {
+  "l_returnflag": $l_returnflag,
+  "l_linestatus": $l_linestatus,
+  "sum_qty": sum(for $i in $l return $i.l_quantity),
+  "sum_base_price": sum(for $i in $l return $i.l_extendedprice),
+  "sum_disc_price": sum(for $i in $l return $i.l_extendedprice * (1 - $i.l_discount)),
+  "sum_charge": sum(for $i in $l return $i.l_extendedprice * (1 - $i.l_discount) * (1 + $i.l_tax)),
+  "ave_qty": avg(for $i in $l return $i.l_quantity),  
+  "ave_price": avg(for $i in $l return $i.l_extendedprice),
+  "ave_disc": avg(for $i in $l return $i.l_discount),
+  "count_order": count($l)
+}   
diff --git a/asterix-app/src/test/resources/runtimets/queries/float_01.aql b/asterix-app/src/test/resources/runtimets/queries/float_01.aql
new file mode 100644
index 0000000..dea3790
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/float_01.aql
@@ -0,0 +1,8 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/float_01.adm";
+
+for $f in [1f, 1F, 1.1f, 1.1F, .1f, .1F]
+return $f
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-1_1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-1_1.aql
new file mode 100644
index 0000000..4409fec
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-1_1.aql
@@ -0,0 +1,32 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":")) pre-sorted;
+
+write output to nc1:'rttest/fuzzyjoin_dblp-1_1.adm';
+
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $paper
+            order by count($paper), $tokenGroupped
+            return $tokenGroupped
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-1_2.1.1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-1_2.1.1.aql
new file mode 100644
index 0000000..8deab14
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-1_2.1.1.aql
@@ -0,0 +1,34 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as closed {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":")) pre-sorted;
+
+write output to nc1:'rttest/fuzzyjoin_dblp-1_2.1.1.adm';
+
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */ 
+            group by $tokenGroupped := $token with $id
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-1_2.1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-1_2.1.aql
new file mode 100644
index 0000000..8a492ae
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-1_2.1.aql
@@ -0,0 +1,34 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":")) pre-sorted;
+
+write output to nc1:'rttest/fuzzyjoin_dblp-1_2.1.adm';
+
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */ 
+            group by $tokenGroupped := $token with $id
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-1_2.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-1_2.aql
new file mode 100644
index 0000000..68d26fe
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-1_2.aql
@@ -0,0 +1,33 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":")) pre-sorted;
+
+write output to nc1:'rttest/fuzzyjoin_dblp-1_2.adm';
+
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $paperid := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $paperid
+            order by count($paperid), $tokenGroupped
+            return $tokenGroupped
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2.1_5.3.1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2.1_5.3.1.aql
new file mode 100644
index 0000000..f499ba3
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2.1_5.3.1.aql
@@ -0,0 +1,54 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as closed {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":")) pre-sorted;
+
+write output to nc1:'rttest/fuzzyjoin_dblp-2.1_5.3.1.adm';
+
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $lenDBLP := len($tokensUnrankedDBLP)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */ 
+            group by $tokenGroupped := $token with $id
+            /*+ inmem 1 302 */
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = /*+ bcast*/ $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenDBLP in subset-collection(
+                                $tokensDBLP, 
+                                0,
+                                prefix-len-jaccard($lenDBLP, .5f))
+    order by $idDBLP
+    return {'id': $idDBLP, 'prefixToken': $prefixTokenDBLP, 'tokens': $tokensDBLP}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2.2.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2.2.aql
new file mode 100644
index 0000000..ce8dae4
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2.2.aql
@@ -0,0 +1,53 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as closed {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type TOKENSRANKEDADMType as closed {
+  token: int32,
+  rank: int32
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset TOKENSRANKEDADM(TOKENSRANKEDADMType) partitioned by key rank on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":")) pre-sorted;
+
+load dataset TOKENSRANKEDADM 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/tokensranked.adm"),("format"="adm"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-2.2.adm';
+
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $lenDBLP := len($tokensUnrankedDBLP)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked in dataset('TOKENSRANKEDADM')
+        where $tokenUnranked = /*+ bcast*/ $tokenRanked.token
+        order by $tokenRanked.rank
+        return $tokenRanked.rank
+    for $prefixTokenDBLP in subset-collection(
+                                $tokensDBLP, 
+                                0,
+                                prefix-len-jaccard(len($tokensDBLP), .5f))
+    order by $idDBLP, $prefixTokenDBLP
+    return {'id': $idDBLP, 'prefixToken': $prefixTokenDBLP, 'tokens': $tokensDBLP}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_1.aql
new file mode 100644
index 0000000..7328e60
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_1.aql
@@ -0,0 +1,44 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":")) pre-sorted;
+
+write output to nc1:'rttest/fuzzyjoin_dblp-2_1.adm';
+
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $tokensDBLP :=
+        for $tokenUnranked in counthashed-word-tokens($paperDBLP.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $paper
+            order by count($paper), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    order by $paperDBLP.id
+    return {'id': $paperDBLP.id, 'tokens': $tokensDBLP}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_2.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_2.aql
new file mode 100644
index 0000000..5c5cc8e8
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_2.aql
@@ -0,0 +1,45 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":")) pre-sorted;
+
+write output to nc1:'rttest/fuzzyjoin_dblp-2_2.adm';
+
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $tokensDBLP :=
+        for $tokenUnranked in counthashed-word-tokens($paperDBLP.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $id
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    order by $paperDBLP.id
+    return {'id': $paperDBLP.id, 'tokens': $tokensDBLP}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_3.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_3.aql
new file mode 100644
index 0000000..6ffb2d5
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_3.aql
@@ -0,0 +1,46 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":")) pre-sorted;
+
+write output to nc1:'rttest/fuzzyjoin_dblp-2_3.adm';
+
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensDBLP :=
+        for $tokenUnranked in counthashed-word-tokens($paperDBLP.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $id
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    order by $idDBLP
+    return {'id': $idDBLP, 'tokens': $tokensDBLP}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_4.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_4.aql
new file mode 100644
index 0000000..6a0a011
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_4.aql
@@ -0,0 +1,47 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1 if not exists  on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":")) pre-sorted;
+
+write output to nc1:'rttest/fuzzyjoin_dblp-2_4.adm';
+
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $id
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    order by $idDBLP
+    return {'id': $idDBLP, 'tokens': $tokensDBLP}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_5.1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_5.1.aql
new file mode 100644
index 0000000..7d3e144
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_5.1.aql
@@ -0,0 +1,49 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":")) pre-sorted;
+
+write output to nc1:'rttest/fuzzyjoin_dblp-2_5.1.adm';
+
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $lenDBLP := len($tokensUnrankedDBLP)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */ 
+            group by $tokenGrouped := $token with $id
+            order by count($id), $tokenGrouped
+            return $tokenGrouped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    order by $idDBLP
+    return {'id': $idDBLP, 'len': $lenDBLP, 'tokens': $tokensDBLP}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_5.2.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_5.2.aql
new file mode 100644
index 0000000..f69e98f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_5.2.aql
@@ -0,0 +1,49 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-2_5.2.adm';
+
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $lenDBLP := len($tokensUnrankedDBLP)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */ 
+            group by $tokenGrouped := $token with $id
+            order by count($id), $tokenGrouped
+            return $tokenGrouped
+        where $tokenUnranked = /*+ bcast*/ $tokenRanked
+        order by $i
+        return $i
+    order by $idDBLP
+    return {'id': $idDBLP, 'len': $lenDBLP, 'tokens': $tokensDBLP}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_5.3.1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_5.3.1.aql
new file mode 100644
index 0000000..ec9726d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_5.3.1.aql
@@ -0,0 +1,50 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as closed {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-2_5.3.1.adm';
+
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $lenDBLP := len($tokensUnrankedDBLP)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */ 
+            group by $tokenGrouped := $token with $id
+            /*+ inmem 1 302 */
+            order by count($id), $tokenGrouped
+            return $tokenGrouped
+        where $tokenUnranked = /*+ bcast*/ $tokenRanked
+        order by $i
+        return $i
+    order by $idDBLP
+    return {'id': $idDBLP, 'len': $lenDBLP, 'tokens': $tokensDBLP}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_5.3.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_5.3.aql
new file mode 100644
index 0000000..a0b3011
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_5.3.aql
@@ -0,0 +1,50 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-2_5.3.adm';
+
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $lenDBLP := len($tokensUnrankedDBLP)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */ 
+            group by $tokenGrouped := $token with $id
+            /*+ inmem 1 302 */
+            order by count($id), $tokenGrouped
+            return $tokenGrouped
+        where $tokenUnranked = /*+ bcast*/ $tokenRanked
+        order by $i
+        return $i
+    order by $idDBLP
+    return {'id': $idDBLP, 'len': $lenDBLP, 'tokens': $tokensDBLP}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_5.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_5.aql
new file mode 100644
index 0000000..6c5e1ac
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-2_5.aql
@@ -0,0 +1,48 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-2_5.adm';
+
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $lenDBLP := len($tokensUnrankedDBLP)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $id
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    order by $idDBLP
+    return {'id': $idDBLP, 'len': $lenDBLP, 'tokens': $tokensDBLP}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-3_1.1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-3_1.1.aql
new file mode 100644
index 0000000..e871290
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-3_1.1.aql
@@ -0,0 +1,94 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-3_1.1.adm';
+
+//
+// -- - Stage 3 - --
+//
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperLeft in dataset('DBLP')
+    let $lenLeft := len(counthashed-word-tokens($paperLeft.title))
+    let $tokensLeft :=
+        for $tokenUnranked in counthashed-word-tokens($paperLeft.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGroupped := $token with $paper
+            order by count($paper), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenLeft in subset-collection(
+                                $tokensLeft, 
+                                0,
+                                prefix-len-jaccard($lenLeft, .5f))
+
+    for $paperRight in dataset('DBLP')
+    let $lenRight := len(counthashed-word-tokens($paperRight.title))
+    let $tokensRight :=
+        for $tokenUnranked in counthashed-word-tokens($paperRight.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGroupped := $token with $paper
+            order by count($paper), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenRight in subset-collection(
+                                $tokensRight, 
+                                0,
+                                prefix-len-jaccard($lenRight, .5f))
+
+    where $prefixTokenLeft = $prefixTokenRight
+
+    let $sim := similarity-jaccard-prefix(
+                    $lenLeft,
+                    $tokensLeft,
+                    $lenRight,
+                    $tokensRight,
+                    $prefixTokenLeft,
+                    .5f)
+    where $sim >= .5f and $paperLeft.id < $paperRight.id
+    /*+ hash */
+    group by $idLeft := $paperLeft.id, $idRight := $paperRight.id with $sim
+    return {'idLeft': $idLeft, 'idRight': $idRight, 'sim': $sim[0]}
+
+for $paperLeft in dataset('DBLP')
+for $paperRight in dataset('DBLP')
+where $ridpair.idLeft = $paperLeft.id and $ridpair.idRight = $paperRight.id
+order by $paperLeft.id, $paperRight.id
+return {'left': $paperLeft, 'right': $paperRight, 'sim': $ridpair.sim}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-3_1.2.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-3_1.2.aql
new file mode 100644
index 0000000..d1d65dc
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-3_1.2.aql
@@ -0,0 +1,94 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-3_1.2.adm';
+
+//
+// -- - Stage 3 - --
+//
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperLeft in dataset('DBLP')
+    let $lenLeft := len(counthashed-word-tokens($paperLeft.title))
+    let $tokensLeft :=
+        for $tokenUnranked in counthashed-word-tokens($paperLeft.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGroupped := $token with $paper
+            order by count($paper), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = /*+ bcast */ $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenLeft in subset-collection(
+                                $tokensLeft, 
+                                0,
+                                prefix-len-jaccard($lenLeft, .5f))
+
+    for $paperRight in dataset('DBLP')
+    let $lenRight := len(counthashed-word-tokens($paperRight.title))
+    let $tokensRight :=
+        for $tokenUnranked in counthashed-word-tokens($paperRight.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGroupped := $token with $paper
+            order by count($paper), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = /*+ bcast */ $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenRight in subset-collection(
+                                $tokensRight, 
+                                0,
+                                prefix-len-jaccard($lenRight, .5f))
+
+    where $prefixTokenLeft = $prefixTokenRight
+
+    let $sim := similarity-jaccard-prefix(
+                    $lenLeft,
+                    $tokensLeft,
+                    $lenRight,
+                    $tokensRight,
+                    $prefixTokenLeft,
+                    .5f)
+    where $sim >= .5f and $paperLeft.id < $paperRight.id
+    /*+ hash */
+    group by $idLeft := $paperLeft.id, $idRight := $paperRight.id with $sim
+    return {'idLeft': $idLeft, 'idRight': $idRight, 'sim': $sim[0]}
+
+for $paperLeft in dataset('DBLP')
+for $paperRight in dataset('DBLP')
+where $ridpair.idLeft = $paperLeft.id and $ridpair.idRight = $paperRight.id
+order by $paperLeft.id, $paperRight.id
+return {'left': $paperLeft, 'right': $paperRight, 'sim': $ridpair.sim}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-3_1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-3_1.aql
new file mode 100644
index 0000000..eea456e
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-3_1.aql
@@ -0,0 +1,91 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-3_1.adm';
+
+//
+// -- - Stage 3 - --
+//
+for $paperLeft in dataset('DBLP')
+for $paperRight in dataset('DBLP')
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperLeft in dataset('DBLP')
+    let $lenLeft := len(counthashed-word-tokens($paperLeft.title))
+    let $tokensLeft :=
+        for $tokenUnranked in counthashed-word-tokens($paperLeft.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $paper
+            order by count($paper), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenLeft in subset-collection(
+                                $tokensLeft, 
+                                0,
+                                prefix-len-jaccard($lenLeft, .5f))
+
+    for $paperRight in dataset('DBLP')
+    let $lenRight := len(counthashed-word-tokens($paperRight.title))
+    let $tokensRight :=
+        for $tokenUnranked in counthashed-word-tokens($paperRight.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $paper
+            order by count($paper), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenRight in subset-collection(
+                                $tokensRight, 
+                                0,
+                                prefix-len-jaccard($lenRight, .5f))
+
+    where $prefixTokenLeft = $prefixTokenRight
+
+    let $sim := similarity-jaccard-prefix(
+                    $lenLeft,
+                    $tokensLeft,
+                    $lenRight,
+                    $tokensRight,
+                    $prefixTokenLeft,
+                    .5f)
+    where $sim >= .5f and $paperLeft.id < $paperRight.id
+    group by $idLeft := $paperLeft.id, $idRight := $paperRight.id with $sim
+    return {'idLeft': $idLeft, 'idRight': $idRight, 'sim': $sim[0]}
+
+where $ridpair.idLeft = $paperLeft.id and $ridpair.idRight = $paperRight.id
+order by $paperLeft.id, $paperRight.id
+return {'left': $paperLeft, 'right': $paperRight, 'sim': $ridpair.sim}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-aqlplus_1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-aqlplus_1.aql
new file mode 100644
index 0000000..089fc47
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-aqlplus_1.aql
@@ -0,0 +1,29 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as closed {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+
+load dataset DBLP from nc1:'data/pub-small/dblp-small-id.txt' delimited by ':';
+
+write output to nc1:'rttest/fuzzyjoin_dblp-aqlplus_1.adm';
+
+set simthreshold '.5f';
+
+for $dblp in dataset('DBLP')
+for $dblp2 in dataset('DBLP')
+where $dblp.title ~= $dblp2.title and $dblp.id < $dblp2.id
+order by $dblp.id, $dblp2.id
+return {'dblp': $dblp, 'dblp2': $dblp2}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_1.aql
new file mode 100644
index 0000000..a5bb9cd
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_1.aql
@@ -0,0 +1,93 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+load dataset CSX 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/csx-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-2_1.adm';
+
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $tokensDBLP :=
+        for $tokenUnranked in counthashed-word-tokens($paperDBLP.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $paper
+            order by count($paper), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenDBLP in subset-collection(
+                                $tokensDBLP,
+                                0,
+                                prefix-len-jaccard(len($tokensDBLP), .5f))
+
+    for $paperCSX in dataset('CSX')
+    let $tokensCSX :=
+        for $tokenUnranked in counthashed-word-tokens($paperCSX.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $paper
+            order by count($paper), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenCSX in subset-collection(
+                                $tokensCSX,
+                                0,
+                                prefix-len-jaccard(len($tokensCSX), .5f))
+
+    where $prefixTokenDBLP = $prefixTokenCSX
+
+    let $sim := similarity-jaccard-prefix(
+                    len(counthashed-word-tokens($paperDBLP.title)),
+                    $tokensDBLP,
+                    len(counthashed-word-tokens($paperCSX.title)),
+                    $tokensCSX,
+                    $prefixTokenDBLP,
+                    .5f)
+    where $sim >= .5f
+    group by $idDBLP := $paperDBLP.id, $idCSX := $paperCSX.id, $sim := $sim with $sim
+    order by $idDBLP, $idCSX
+    return {'idDBLP': $idDBLP, 'idCSX': $idCSX, 'sim': $sim[0]}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_2.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_2.aql
new file mode 100644
index 0000000..fab6877
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_2.aql
@@ -0,0 +1,95 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+load dataset CSX 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/csx-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-2_2.adm';
+
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $tokensDBLP :=
+        for $tokenUnranked in counthashed-word-tokens($paperDBLP.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $id
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenDBLP in subset-collection(
+                                $tokensDBLP,
+                                0,
+                                prefix-len-jaccard(len($tokensDBLP), .5f))
+
+    for $paperCSX in dataset('CSX')
+    let $tokensCSX :=
+        for $tokenUnranked in counthashed-word-tokens($paperCSX.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $id
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenCSX in subset-collection(
+                                $tokensCSX,
+                                0,
+                                prefix-len-jaccard(len($tokensCSX), .5f))
+
+    where $prefixTokenDBLP = $prefixTokenCSX
+
+    let $sim := similarity-jaccard-prefix(
+                    len(counthashed-word-tokens($paperDBLP.title)),
+                    $tokensDBLP,
+                    len(counthashed-word-tokens($paperCSX.title)),
+                    $tokensCSX,
+                    $prefixTokenDBLP,
+                    .5f)
+    where $sim >= .5f
+    group by $idDBLP := $paperDBLP.id, $idCSX := $paperCSX.id, $sim := $sim with $sim
+    order by $idDBLP, $idCSX
+    return {'idDBLP': $idDBLP, 'idCSX': $idCSX, 'sim': $sim[0]}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_3.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_3.aql
new file mode 100644
index 0000000..34654e3
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_3.aql
@@ -0,0 +1,98 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+load dataset CSX
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/csx-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-2_3.adm';
+
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensDBLP :=
+        for $tokenUnranked in counthashed-word-tokens($paperDBLP.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $id
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenDBLP in subset-collection(
+                                $tokensDBLP,
+                                0,
+                                prefix-len-jaccard(len($tokensDBLP), .5f))
+
+    for $paperCSX in dataset('CSX')
+    let $idCSX := $paperCSX.id
+    let $tokensCSX :=
+        for $tokenUnranked in counthashed-word-tokens($paperCSX.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $id
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenCSX in subset-collection(
+                                $tokensCSX,
+                                0,
+                                prefix-len-jaccard(len($tokensCSX), .5f))
+
+    where $prefixTokenDBLP = $prefixTokenCSX
+
+    let $sim := similarity-jaccard-prefix(
+                    len(counthashed-word-tokens($paperDBLP.title)),
+                    $tokensDBLP,
+                    len(counthashed-word-tokens($paperCSX.title)),
+                    $tokensCSX,
+                    $prefixTokenDBLP,
+                    .5f)
+    where $sim >= .5f
+    group by $idDBLP := $idDBLP, $idCSX := $idCSX, $sim := $sim with $sim
+    order by $idDBLP, $idCSX
+    return {'idDBLP': $idDBLP, 'idCSX': $idCSX, 'sim': $sim[0]}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_4.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_4.aql
new file mode 100644
index 0000000..f2ad20d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_4.aql
@@ -0,0 +1,99 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+load dataset CSX
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/csx-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-2_4.adm';
+
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $id
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenDBLP in subset-collection(
+                                $tokensDBLP,
+                                0,
+                                prefix-len-jaccard(len($tokensDBLP), .5f))
+
+    for $paperCSX in dataset('CSX')
+    let $idCSX := $paperCSX.id
+    let $tokensUnrankedCSX := counthashed-word-tokens($paperCSX.title)
+    let $tokensCSX :=
+        for $tokenUnranked in $tokensUnrankedCSX
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $id
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenCSX in subset-collection(
+                                $tokensCSX,
+                                0,
+                                prefix-len-jaccard(len($tokensCSX), .5f))
+
+    where $prefixTokenDBLP = $prefixTokenCSX
+
+    let $sim := similarity-jaccard-prefix(
+                    len($tokensUnrankedDBLP),
+                    $tokensDBLP,
+                    len($tokensUnrankedCSX),
+                    $tokensCSX,
+                    $prefixTokenDBLP,
+                    .5f)
+    where $sim >= .5f
+    group by $idDBLP := $idDBLP, $idCSX := $idCSX, $sim := $sim with $sim
+    order by $idDBLP, $idCSX
+    return {'idDBLP': $idDBLP, 'idCSX': $idCSX, 'sim': $sim[0]}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_5.1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_5.1.aql
new file mode 100644
index 0000000..c5d4b73
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_5.1.aql
@@ -0,0 +1,103 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+load dataset CSX
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/csx-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-2_5.1.adm';
+
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $lenDBLP := len($tokensUnrankedDBLP)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGrouped := $token with $id
+            order by count($id), $tokenGrouped
+            return $tokenGrouped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenDBLP in subset-collection(
+                                $tokensDBLP,
+                                0,
+                                prefix-len-jaccard(len($tokensDBLP), .5f))
+
+    for $paperCSX in dataset('CSX')
+    let $idCSX := $paperCSX.id
+    let $tokensUnrankedCSX := counthashed-word-tokens($paperCSX.title)
+    let $lenCSX := len($tokensUnrankedCSX)
+    let $tokensCSX :=
+        for $tokenUnranked in $tokensUnrankedCSX
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGrouped := $token with $id
+            order by count($id), $tokenGrouped
+            return $tokenGrouped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenCSX in subset-collection(
+                                $tokensCSX,
+                                0,
+                                prefix-len-jaccard(len($tokensCSX), .5f))
+
+    where $prefixTokenDBLP = $prefixTokenCSX
+
+    let $sim := similarity-jaccard-prefix(
+                    $lenDBLP,
+                    $tokensDBLP,
+                    $lenCSX,
+                    $tokensCSX,
+                    $prefixTokenDBLP,
+                    .5f)
+    where $sim >= .5f
+    group by $idDBLP := $idDBLP, $idCSX := $idCSX with $sim
+    order by $idDBLP, $idCSX
+    return {'idDBLP': $idDBLP, 'idCSX': $idCSX, 'sim': $sim[0]}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_5.2.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_5.2.aql
new file mode 100644
index 0000000..b272e34
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_5.2.aql
@@ -0,0 +1,104 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+load dataset CSX
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/csx-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-2_5.2.adm';
+
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $lenDBLP := len($tokensUnrankedDBLP)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGrouped := $token with $id
+            order by count($id), $tokenGrouped
+            return $tokenGrouped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenDBLP in subset-collection(
+                                $tokensDBLP,
+                                0,
+                                prefix-len-jaccard(len($tokensDBLP), .5f))
+
+    for $paperCSX in dataset('CSX')
+    let $idCSX := $paperCSX.id
+    let $tokensUnrankedCSX := counthashed-word-tokens($paperCSX.title)
+    let $lenCSX := len($tokensUnrankedCSX)
+    let $tokensCSX :=
+        for $tokenUnranked in $tokensUnrankedCSX
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGrouped := $token with $id
+            order by count($id), $tokenGrouped
+            return $tokenGrouped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenCSX in subset-collection(
+                                $tokensCSX,
+                                0,
+                                prefix-len-jaccard(len($tokensCSX), .5f))
+
+    where $prefixTokenDBLP = $prefixTokenCSX
+
+    let $sim := similarity-jaccard-prefix(
+                    $lenDBLP,
+                    $tokensDBLP,
+                    $lenCSX,
+                    $tokensCSX,
+                    $prefixTokenDBLP,
+                    .5f)
+    where $sim >= .5f
+    /*+ hash*/ 
+    group by $idDBLP := $idDBLP, $idCSX := $idCSX with $sim
+    order by $idDBLP, $idCSX
+    return {'idDBLP': $idDBLP, 'idCSX': $idCSX, 'sim': $sim[0]}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_5.3.1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_5.3.1.aql
new file mode 100644
index 0000000..fd58328
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_5.3.1.aql
@@ -0,0 +1,107 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as closed {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as closed {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+
+load dataset DBLP
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+load dataset CSX
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/csx-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-2_5.3.1.adm';
+
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $lenDBLP := len($tokensUnrankedDBLP)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGroupped := $token with $id
+            /*+ inmem 1 302 */
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = /*+ bcast */ $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenDBLP in subset-collection(
+                                $tokensDBLP,
+                                0,
+                                prefix-len-jaccard(len($tokensDBLP), .5f))
+
+    for $paperCSX in dataset('CSX')
+    let $idCSX := $paperCSX.id
+    let $tokensUnrankedCSX := counthashed-word-tokens($paperCSX.title)
+    let $lenCSX := len($tokensUnrankedCSX)
+    let $tokensCSX :=
+        for $tokenUnranked in $tokensUnrankedCSX
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGroupped := $token with $id
+            /*+ inmem 1 302 */
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = /*+ bcast */ $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenCSX in subset-collection(
+                                $tokensCSX,
+                                0,
+                                prefix-len-jaccard(len($tokensCSX), .5f))
+
+    where $prefixTokenDBLP = $prefixTokenCSX
+
+    let $sim := similarity-jaccard-prefix(
+                    $lenDBLP,
+                    $tokensDBLP,
+                    $lenCSX,
+                    $tokensCSX,
+                    $prefixTokenDBLP,
+                    .5f)
+    where $sim >= .5f
+    /*+ hash*/ 
+    group by $idDBLP := $idDBLP, $idCSX := $idCSX, $sim := $sim with $sim
+    order by $idDBLP, $idCSX
+    return {'idDBLP': $idDBLP, 'idCSX': $idCSX, 'sim': $sim[0]}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_5.3.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_5.3.aql
new file mode 100644
index 0000000..a52183f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_5.3.aql
@@ -0,0 +1,106 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+load dataset CSX
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/csx-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-2_5.3.adm';
+
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $lenDBLP := len($tokensUnrankedDBLP)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGrouped := $token with $id
+            /*+ inmem 1 302 */
+            order by count($id), $tokenGrouped
+            return $tokenGrouped
+        where $tokenUnranked = /*+ bcast */ $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenDBLP in subset-collection(
+                                $tokensDBLP,
+                                0,
+                                prefix-len-jaccard(len($tokensDBLP), .5f))
+
+    for $paperCSX in dataset('CSX')
+    let $idCSX := $paperCSX.id
+    let $tokensUnrankedCSX := counthashed-word-tokens($paperCSX.title)
+    let $lenCSX := len($tokensUnrankedCSX)
+    let $tokensCSX :=
+        for $tokenUnranked in $tokensUnrankedCSX
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGrouped := $token with $id
+            /*+ inmem 1 302 */
+            order by count($id), $tokenGrouped
+            return $tokenGrouped
+        where $tokenUnranked = /*+ bcast */ $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenCSX in subset-collection(
+                                $tokensCSX,
+                                0,
+                                prefix-len-jaccard(len($tokensCSX), .5f))
+
+    where $prefixTokenDBLP = $prefixTokenCSX
+
+    let $sim := similarity-jaccard-prefix(
+                    $lenDBLP,
+                    $tokensDBLP,
+                    $lenCSX,
+                    $tokensCSX,
+                    $prefixTokenDBLP,
+                    .5f)
+    where $sim >= .5f
+    /*+ hash*/ 
+    group by $idDBLP := $idDBLP, $idCSX := $idCSX with $sim
+    order by $idDBLP, $idCSX
+    return {'idDBLP': $idDBLP, 'idCSX': $idCSX, 'sim': $sim[0]}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_5.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_5.aql
new file mode 100644
index 0000000..7ccdc0c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-2_5.aql
@@ -0,0 +1,101 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+load dataset CSX
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/csx-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-2_5.adm';
+
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $lenDBLP := len($tokensUnrankedDBLP)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $id
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenDBLP in subset-collection(
+                                $tokensDBLP,
+                                0,
+                                prefix-len-jaccard(len($tokensDBLP), .5f))
+
+    for $paperCSX in dataset('CSX')
+    let $idCSX := $paperCSX.id
+    let $tokensUnrankedCSX := counthashed-word-tokens($paperCSX.title)
+    let $lenCSX := len($tokensUnrankedCSX)
+    let $tokensCSX :=
+        for $tokenUnranked in $tokensUnrankedCSX
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $id
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenCSX in subset-collection(
+                                $tokensCSX,
+                                0,
+                                prefix-len-jaccard(len($tokensCSX), .5f))
+
+    where $prefixTokenDBLP = $prefixTokenCSX
+
+    let $sim := similarity-jaccard-prefix(
+                    $lenDBLP,
+                    $tokensDBLP,
+                    $lenCSX,
+                    $tokensCSX,
+                    $prefixTokenDBLP,
+                    .5f)
+    where $sim >= .5f
+    group by $idDBLP := $idDBLP, $idCSX := $idCSX, $sim := $sim with $sim
+    order by $idDBLP, $idCSX
+    return {'idDBLP': $idDBLP, 'idCSX': $idCSX, 'sim': $sim[0]}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_1.aql
new file mode 100644
index 0000000..b22d355
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_1.aql
@@ -0,0 +1,103 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+load dataset CSX
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/csx-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-3_1.adm';
+
+//
+// -- - Stage 3 - --
+//
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $tokensDBLP :=
+        for $tokenUnranked in counthashed-word-tokens($paperDBLP.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $paper
+            order by count($paper), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenDBLP in subset-collection(
+                                $tokensDBLP,
+                                0,
+                                prefix-len-jaccard(len($tokensDBLP), .5f))
+
+    for $paperCSX in dataset('CSX')
+    let $tokensCSX :=
+        for $tokenUnranked in counthashed-word-tokens($paperCSX.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $paper
+            order by count($paper), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenCSX in subset-collection(
+                                $tokensCSX,
+                                0,
+                                prefix-len-jaccard(len($tokensCSX), .5f))
+
+    where $prefixTokenDBLP = $prefixTokenCSX
+
+    let $sim := similarity-jaccard-prefix(
+                    len(counthashed-word-tokens($paperDBLP.title)),
+                    $tokensDBLP,
+                    len(counthashed-word-tokens($paperCSX.title)),
+                    $tokensCSX,
+                    $prefixTokenDBLP,
+                    .5f)
+    where $sim >= .5f
+    group by $idDBLP := $paperDBLP.id, $idCSX := $paperCSX.id, $sim := $sim with $sim
+    return {'idDBLP': $idDBLP, 'idCSX': $idCSX, 'sim': $sim[0]}
+
+for $paperDBLP in dataset('DBLP')
+for $paperCSX in dataset('CSX')
+where $ridpair.idDBLP = $paperDBLP.id and $ridpair.idCSX = $paperCSX.id
+order by $paperDBLP.id, $paperCSX.id
+return {'dblp': $paperDBLP, 'csx': $paperCSX, 'sim': $ridpair.sim}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_2.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_2.aql
new file mode 100644
index 0000000..5dc2cad
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_2.aql
@@ -0,0 +1,104 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+load dataset CSX
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/csx-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-3_2.adm';
+
+//
+// -- - Stage 3 - --
+//
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $tokensDBLP :=
+        for $tokenUnranked in counthashed-word-tokens($paperDBLP.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $id
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenDBLP in subset-collection(
+                                $tokensDBLP,
+                                0,
+                                prefix-len-jaccard(len($tokensDBLP), .5f))
+
+    for $paperCSX in dataset('CSX')
+    let $tokensCSX :=
+        for $tokenUnranked in counthashed-word-tokens($paperCSX.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $id
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenCSX in subset-collection(
+                                $tokensCSX,
+                                0,
+                                prefix-len-jaccard(len($tokensCSX), .5f))
+
+    where $prefixTokenDBLP = $prefixTokenCSX
+
+    let $sim := similarity-jaccard-prefix(
+                    len(counthashed-word-tokens($paperDBLP.title)),
+                    $tokensDBLP,
+                    len(counthashed-word-tokens($paperCSX.title)),
+                    $tokensCSX,
+                    $prefixTokenDBLP,
+                    .5f)
+    where $sim >= .5f
+    group by $idDBLP := $paperDBLP.id, $idCSX := $paperCSX.id, $sim := $sim with $sim
+    return {'idDBLP': $idDBLP, 'idCSX': $idCSX, 'sim': $sim[0]}
+
+for $paperDBLP in dataset('DBLP')
+for $paperCSX in dataset('CSX')
+where $ridpair.idDBLP = $paperDBLP.id and $ridpair.idCSX = $paperCSX.id
+order by $paperDBLP.id, $paperCSX.id
+return {'dblp': $paperDBLP, 'csx': $paperCSX, 'sim': $ridpair.sim}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_3.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_3.aql
new file mode 100644
index 0000000..0ce00ca
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_3.aql
@@ -0,0 +1,106 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+load dataset CSX
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/csx-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-3_3.adm';
+
+//
+// -- - Stage 3 - --
+//
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensDBLP :=
+        for $tokenUnranked in counthashed-word-tokens($paperDBLP.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $id
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenDBLP in subset-collection(
+                                $tokensDBLP,
+                                0,
+                                prefix-len-jaccard(len($tokensDBLP), .5f))
+
+    for $paperCSX in dataset('CSX')
+    let $idCSX := $paperCSX.id
+    let $tokensCSX :=
+        for $tokenUnranked in counthashed-word-tokens($paperCSX.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $id
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenCSX in subset-collection(
+                                $tokensCSX,
+                                0,
+                                prefix-len-jaccard(len($tokensCSX), .5f))
+
+    where $prefixTokenDBLP = $prefixTokenCSX
+
+    let $sim := similarity-jaccard-prefix(
+                    len(counthashed-word-tokens($paperDBLP.title)),
+                    $tokensDBLP,
+                    len(counthashed-word-tokens($paperCSX.title)),
+                    $tokensCSX,
+                    $prefixTokenDBLP,
+                    .5f)
+    where $sim >= .5f
+    group by $idDBLP := $idDBLP, $idCSX := $idCSX, $sim := $sim with $sim
+    return {'idDBLP': $idDBLP, 'idCSX': $idCSX, 'sim': $sim[0]}
+
+for $paperDBLP in dataset('DBLP')
+for $paperCSX in dataset('CSX')
+where $ridpair.idDBLP = $paperDBLP.id and $ridpair.idCSX = $paperCSX.id
+order by $paperDBLP.id, $paperCSX.id
+return {'dblp': $paperDBLP, 'csx': $paperCSX, 'sim': $ridpair.sim}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_4.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_4.aql
new file mode 100644
index 0000000..ac683c8
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_4.aql
@@ -0,0 +1,108 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+load dataset CSX
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/csx-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-3_4.adm';
+
+//
+// -- - Stage 3 - --
+//
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $id
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenDBLP in subset-collection(
+                                $tokensDBLP,
+                                0,
+                                prefix-len-jaccard(len($tokensDBLP), .5f))
+
+    for $paperCSX in dataset('CSX')
+    let $idCSX := $paperCSX.id
+    let $tokensUnrankedCSX := counthashed-word-tokens($paperCSX.title)
+    let $tokensCSX :=
+        for $tokenUnranked in $tokensUnrankedCSX
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $id
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenCSX in subset-collection(
+                                $tokensCSX,
+                                0,
+                                prefix-len-jaccard(len($tokensCSX), .5f))
+
+    where $prefixTokenDBLP = $prefixTokenCSX
+
+    let $sim := similarity-jaccard-prefix(
+                    len($tokensUnrankedDBLP),
+                    $tokensDBLP,
+                    len($tokensUnrankedCSX),
+                    $tokensCSX,
+                    $prefixTokenDBLP,
+                    .5f)
+    where $sim >= .5f
+    group by $idDBLP := $idDBLP, $idCSX := $idCSX, $sim := $sim with $sim
+    return {'idDBLP': $idDBLP, 'idCSX': $idCSX, 'sim': $sim[0]}
+
+for $paperDBLP in dataset('DBLP')
+for $paperCSX in dataset('CSX')
+where $ridpair.idDBLP = $paperDBLP.id and $ridpair.idCSX = $paperCSX.id
+order by $paperDBLP.id, $paperCSX.id
+return {'dblp': $paperDBLP, 'csx': $paperCSX, 'sim': $ridpair.sim}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_5.1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_5.1.aql
new file mode 100644
index 0000000..fd6ad95
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_5.1.aql
@@ -0,0 +1,112 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+load dataset CSX
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/csx-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-3_5.1.adm';
+
+//
+// -- - Stage 3 - --
+//
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $lenDBLP := len($tokensUnrankedDBLP)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGrouped := $token with $id
+            order by count($id), $tokenGrouped
+            return $tokenGrouped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenDBLP in subset-collection(
+                                $tokensDBLP,
+                                0,
+                                prefix-len-jaccard(len($tokensDBLP), .5f))
+
+    for $paperCSX in dataset('CSX')
+    let $idCSX := $paperCSX.id
+    let $tokensUnrankedCSX := counthashed-word-tokens($paperCSX.title)
+    let $lenCSX := len($tokensUnrankedCSX)
+    let $tokensCSX :=
+        for $tokenUnranked in $tokensUnrankedCSX
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGrouped := $token with $id
+            order by count($id), $tokenGrouped
+            return $tokenGrouped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenCSX in subset-collection(
+                                $tokensCSX,
+                                0,
+                                prefix-len-jaccard(len($tokensCSX), .5f))
+
+    where $prefixTokenDBLP = $prefixTokenCSX
+
+    let $sim := similarity-jaccard-prefix(
+                    $lenDBLP,
+                    $tokensDBLP,
+                    $lenCSX,
+                    $tokensCSX,
+                    $prefixTokenDBLP,
+                    .5f)
+    where $sim >= .5f
+    group by $idDBLP := $idDBLP, $idCSX := $idCSX with $sim
+    return {'idDBLP': $idDBLP, 'idCSX': $idCSX, 'sim': $sim[0]}
+
+for $paperDBLP in dataset('DBLP')
+for $paperCSX in dataset('CSX')
+where $ridpair.idDBLP = $paperDBLP.id and $ridpair.idCSX = $paperCSX.id
+order by $paperDBLP.id, $paperCSX.id
+return {'dblp': $paperDBLP, 'csx': $paperCSX, 'sim': $ridpair.sim}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_5.2.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_5.2.aql
new file mode 100644
index 0000000..cc49092
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_5.2.aql
@@ -0,0 +1,113 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+load dataset CSX
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/csx-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-3_5.2.adm';
+
+//
+// -- - Stage 3 - --
+//
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $lenDBLP := len($tokensUnrankedDBLP)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGrouped := $token with $id
+            order by count($id), $tokenGrouped
+            return $tokenGrouped
+        where $tokenUnranked = /*+ bcast */ $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenDBLP in subset-collection(
+                                $tokensDBLP,
+                                0,
+                                prefix-len-jaccard(len($tokensDBLP), .5f))
+
+    for $paperCSX in dataset('CSX')
+    let $idCSX := $paperCSX.id
+    let $tokensUnrankedCSX := counthashed-word-tokens($paperCSX.title)
+    let $lenCSX := len($tokensUnrankedCSX)
+    let $tokensCSX :=
+        for $tokenUnranked in $tokensUnrankedCSX
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGrouped := $token with $id
+            order by count($id), $tokenGrouped
+            return $tokenGrouped
+        where $tokenUnranked = /*+ bcast */ $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenCSX in subset-collection(
+                                $tokensCSX,
+                                0,
+                                prefix-len-jaccard(len($tokensCSX), .5f))
+
+    where $prefixTokenDBLP = $prefixTokenCSX
+
+    let $sim := similarity-jaccard-prefix(
+                    $lenDBLP,
+                    $tokensDBLP,
+                    $lenCSX,
+                    $tokensCSX,
+                    $prefixTokenDBLP,
+                    .5f)
+    where $sim >= .5f
+    /*+ hash*/ 
+    group by $idDBLP := $idDBLP, $idCSX := $idCSX with $sim
+    return {'idDBLP': $idDBLP, 'idCSX': $idCSX, 'sim': $sim[0]}
+
+for $paperDBLP in dataset('DBLP')
+for $paperCSX in dataset('CSX')
+where $ridpair.idDBLP = $paperDBLP.id and $ridpair.idCSX = $paperCSX.id
+order by $paperDBLP.id, $paperCSX.id
+return {'dblp': $paperDBLP, 'csx': $paperCSX, 'sim': $ridpair.sim}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_5.3.1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_5.3.1.aql
new file mode 100644
index 0000000..66fb57e
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_5.3.1.aql
@@ -0,0 +1,115 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+load dataset CSX
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/csx-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-3_5.3.1.adm';
+
+//
+// -- - Stage 3 - --
+//
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $lenDBLP := len($tokensUnrankedDBLP)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGrouped := $token with $id
+            /*+ inmem 1 302 */
+            order by count($id), $tokenGrouped
+            return $tokenGrouped
+        where $tokenUnranked = /*+ bcast */ $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenDBLP in subset-collection(
+                                $tokensDBLP,
+                                0,
+                                prefix-len-jaccard(len($tokensDBLP), .5f))
+
+    for $paperCSX in dataset('CSX')
+    let $idCSX := $paperCSX.id
+    let $tokensUnrankedCSX := counthashed-word-tokens($paperCSX.title)
+    let $lenCSX := len($tokensUnrankedCSX)
+    let $tokensCSX :=
+        for $tokenUnranked in $tokensUnrankedCSX
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGrouped := $token with $id
+            /*+ inmem 1 302 */
+            order by count($id), $tokenGrouped
+            return $tokenGrouped
+        where $tokenUnranked = /*+ bcast */ $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenCSX in subset-collection(
+                                $tokensCSX,
+                                0,
+                                prefix-len-jaccard(len($tokensCSX), .5f))
+
+    where $prefixTokenDBLP = $prefixTokenCSX
+
+    let $sim := similarity-jaccard-prefix(
+                    $lenDBLP,
+                    $tokensDBLP,
+                    $lenCSX,
+                    $tokensCSX,
+                    $prefixTokenDBLP,
+                    .5f)
+    where $sim >= .5f
+    /*+ hash*/ 
+    group by $idDBLP := $idDBLP, $idCSX := $idCSX with $sim
+    return {'idDBLP': $idDBLP, 'idCSX': $idCSX, 'sim': $sim[0]}
+
+for $paperDBLP in dataset('DBLP')
+for $paperCSX in dataset('CSX')
+where $ridpair.idDBLP = $paperDBLP.id and $ridpair.idCSX = $paperCSX.id
+order by $paperDBLP.id, $paperCSX.id
+return {'dblp': $paperDBLP, 'csx': $paperCSX, 'sim': $ridpair.sim}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_5.3.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_5.3.aql
new file mode 100644
index 0000000..93545b3
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_5.3.aql
@@ -0,0 +1,115 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+load dataset CSX
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/csx-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-3_5.3.adm';
+
+//
+// -- - Stage 3 - --
+//
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $lenDBLP := len($tokensUnrankedDBLP)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGroupped := $token with $id
+            /*+ inmem 1 302 */
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = /*+ bcast */ $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenDBLP in subset-collection(
+                                $tokensDBLP,
+                                0,
+                                prefix-len-jaccard(len($tokensDBLP), .5f))
+
+    for $paperCSX in dataset('CSX')
+    let $idCSX := $paperCSX.id
+    let $tokensUnrankedCSX := counthashed-word-tokens($paperCSX.title)
+    let $lenCSX := len($tokensUnrankedCSX)
+    let $tokensCSX :=
+        for $tokenUnranked in $tokensUnrankedCSX
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGroupped := $token with $id
+            /*+ inmem 1 302 */
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = /*+ bcast */ $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenCSX in subset-collection(
+                                $tokensCSX,
+                                0,
+                                prefix-len-jaccard(len($tokensCSX), .5f))
+
+    where $prefixTokenDBLP = $prefixTokenCSX
+
+    let $sim := similarity-jaccard-prefix(
+                    $lenDBLP,
+                    $tokensDBLP,
+                    $lenCSX,
+                    $tokensCSX,
+                    $prefixTokenDBLP,
+                    .5f)
+    where $sim >= .5f
+    /*+ hash*/ 
+    group by $idDBLP := $idDBLP, $idCSX := $idCSX, $sim := $sim with $sim
+    return {'idDBLP': $idDBLP, 'idCSX': $idCSX, 'sim': $sim[0]}
+
+for $paperDBLP in dataset('DBLP')
+for $paperCSX in dataset('CSX')
+where $ridpair.idDBLP = $paperDBLP.id and $ridpair.idCSX = $paperCSX.id
+order by $paperDBLP.id, $paperCSX.id
+return {'dblp': $paperDBLP, 'csx': $paperCSX, 'sim': $ridpair.sim}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_5.4.1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_5.4.1.aql
new file mode 100644
index 0000000..9782508
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_5.4.1.aql
@@ -0,0 +1,119 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+load dataset CSX
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/csx-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-3_5.4.1.adm';
+
+//
+// -- - Stage 3 - --
+//
+for $paperCSX in dataset('CSX')
+for $paperDBLPridpair in
+for $paperDBLP in dataset('DBLP')
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $lenDBLP := len($tokensUnrankedDBLP)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGrouped := $token with $id
+            /*+ inmem 1 302 */
+            order by count($id), $tokenGrouped
+            return $tokenGrouped
+        where $tokenUnranked = /*+ bcast */ $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenDBLP in subset-collection(
+                                $tokensDBLP,
+                                0,
+                                prefix-len-jaccard(len($tokensDBLP), .5f))
+
+    for $paperCSX in dataset('CSX')
+    let $idCSX := $paperCSX.id
+    let $tokensUnrankedCSX := counthashed-word-tokens($paperCSX.title)
+    let $lenCSX := len($tokensUnrankedCSX)
+    let $tokensCSX :=
+        for $tokenUnranked in $tokensUnrankedCSX
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGrouped := $token with $id
+            /*+ inmem 1 302 */
+            order by count($id), $tokenGrouped
+            return $tokenGrouped
+        where $tokenUnranked = /*+ bcast */ $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenCSX in subset-collection(
+                                $tokensCSX,
+                                0,
+                                prefix-len-jaccard(len($tokensCSX), .5f))
+
+    where $prefixTokenDBLP = $prefixTokenCSX
+
+    let $sim := similarity-jaccard-prefix(
+                    $lenDBLP,
+                    $tokensDBLP,
+                    $lenCSX,
+                    $tokensCSX,
+                    $prefixTokenDBLP,
+                    .5f)
+    where $sim >= .5f
+    /*+ hash*/ 
+    group by $idDBLP := $idDBLP, $idCSX := $idCSX with $sim
+    return {'idDBLP': $idDBLP, 'idCSX': $idCSX, 'sim': $sim[0]}
+
+where $ridpair.idDBLP = $paperDBLP.id
+return {'idDBLP': $paperDBLP.id, 'idCSX': $ridpair.idCSX, 'paperDBLP': $paperDBLP, 'sim': $ridpair.sim}
+
+where $paperDBLPridpair.idCSX = $paperCSX.id
+order by $paperDBLPridpair.idDBLP, $paperDBLPridpair.idCSX
+return {'dblp': $paperDBLPridpair.paperDBLP, 'csx': $paperCSX, 'sim': $paperDBLPridpair.sim}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_5.4.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_5.4.aql
new file mode 100644
index 0000000..cb5b8ba
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_5.4.aql
@@ -0,0 +1,120 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+load dataset CSX
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/csx-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-3_5.4.adm';
+
+//
+// -- - Stage 3 - --
+//
+for $paperCSX in dataset('CSX')
+for $paperDBLPridpair in
+for $paperDBLP in dataset('DBLP')
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $lenDBLP := len($tokensUnrankedDBLP)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGrouped := $token with $id
+            /*+ inmem 1 302 */
+            order by count($id), $tokenGrouped
+            return $tokenGrouped
+        where $tokenUnranked = /*+ bcast */ $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenDBLP in subset-collection(
+                                $tokensDBLP,
+                                0,
+                                prefix-len-jaccard(len($tokensDBLP), .5f))
+
+    for $paperCSX in dataset('CSX')
+    let $idCSX := $paperCSX.id
+    let $tokensUnrankedCSX := counthashed-word-tokens($paperCSX.title)
+    let $lenCSX := len($tokensUnrankedCSX)
+    let $tokensCSX :=
+        for $tokenUnranked in $tokensUnrankedCSX
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            /*+ hash */
+            group by $tokenGrouped := $token with $id
+            /*+ inmem 1 302 */
+            order by count($id), $tokenGrouped
+            return $tokenGrouped
+        where $tokenUnranked = /*+ bcast */ $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenCSX in subset-collection(
+                                $tokensCSX,
+                                0,
+                                prefix-len-jaccard(len($tokensCSX), .5f))
+
+    where $prefixTokenDBLP = $prefixTokenCSX
+
+    let $sim := similarity-jaccard-prefix(
+                    $lenDBLP,
+                    $tokensDBLP,
+                    $lenCSX,
+                    $tokensCSX,
+                    $prefixTokenDBLP,
+                    .5f)
+    where $sim >= .5f
+    /*+ hash*/ 
+    group by $idDBLP := $idDBLP, $idCSX := $idCSX with $sim
+    return {'idDBLP': $idDBLP, 'idCSX': $idCSX, 'sim': $sim[0]}
+
+where $ridpair.idDBLP = $paperDBLP.id
+return {'idDBLP': $paperDBLP.id, 'paperDBLP': $paperDBLP, 'idCSX': $ridpair.idCSX, 'sim': $ridpair.sim}
+
+where $paperDBLPridpair.idCSX = $paperCSX.id
+// order by $paperDBLPridpair.idDBLP, $paperDBLPridpair.idCSX
+order by $paperDBLPridpair.paperDBLP.id, $paperDBLPridpair.idCSX
+return {'dblp': $paperDBLPridpair.paperDBLP, 'csx': $paperCSX, 'sim': $paperDBLPridpair.sim}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_5.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_5.aql
new file mode 100644
index 0000000..0f1f2fe
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-3_5.aql
@@ -0,0 +1,111 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+load dataset CSX
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/csx-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-3_5.adm';
+
+//
+// -- - Stage 3 - --
+//
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperDBLP in dataset('DBLP')
+    let $idDBLP := $paperDBLP.id
+    let $tokensUnrankedDBLP := counthashed-word-tokens($paperDBLP.title)
+    let $lenDBLP := len($tokensUnrankedDBLP)
+    let $tokensDBLP :=
+        for $tokenUnranked in $tokensUnrankedDBLP
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $id
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenDBLP in subset-collection(
+                                $tokensDBLP,
+                                0,
+                                prefix-len-jaccard(len($tokensDBLP), .5f))
+
+    for $paperCSX in dataset('CSX')
+    let $idCSX := $paperCSX.id
+    let $tokensUnrankedCSX := counthashed-word-tokens($paperCSX.title)
+    let $lenCSX := len($tokensUnrankedCSX)
+    let $tokensCSX :=
+        for $tokenUnranked in $tokensUnrankedCSX
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            let $id := $paper.id
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $id
+            order by count($id), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenCSX in subset-collection(
+                                $tokensCSX,
+                                0,
+                                prefix-len-jaccard(len($tokensCSX), .5f))
+
+    where $prefixTokenDBLP = $prefixTokenCSX
+
+    let $sim := similarity-jaccard-prefix(
+                    $lenDBLP,
+                    $tokensDBLP,
+                    $lenCSX,
+                    $tokensCSX,
+                    $prefixTokenDBLP,
+                    .5f)
+    where $sim >= .5f
+    group by $idDBLP := $idDBLP, $idCSX := $idCSX, $sim := $sim with $sim
+    return {'idDBLP': $idDBLP, 'idCSX': $idCSX, 'sim': $sim[0]}
+
+for $paperDBLP in dataset('DBLP')
+for $paperCSX in dataset('CSX')
+where $ridpair.idDBLP = $paperDBLP.id and $ridpair.idCSX = $paperCSX.id
+order by $paperDBLP.id, $paperCSX.id
+return {'dblp': $paperDBLP, 'csx': $paperCSX, 'sim': $ridpair.sim}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-aqlplus_1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-aqlplus_1.aql
new file mode 100644
index 0000000..ead8e81
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-aqlplus_1.aql
@@ -0,0 +1,39 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP from nc1:'data/pub-small/dblp-small-id.txt' delimited by ':';
+load dataset CSX from nc1:'data/pub-small/csx-small-id.txt' delimited by ':';
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-aqlplus_1.adm';
+
+set simthreshold '.5f';
+
+for $i in dataset('DBLP')
+for $j in dataset('CSX')
+where $i.title ~= $j.title
+order by $i.id, $j.id
+return {'dblp': $i, 'csx': $j}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-aqlplus_2.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-aqlplus_2.aql
new file mode 100644
index 0000000..611fd29
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-aqlplus_2.aql
@@ -0,0 +1,39 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP from nc1:'data/pub-small/dblp-small-id.txt' delimited by ':';
+load dataset CSX from nc1:'data/pub-small/csx-small-id.txt' delimited by ':';
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-aqlplus_2.adm';
+
+set simthreshold '.5f';
+
+for $csx in dataset('CSX')
+for $dblp in dataset('DBLP')
+where $dblp.title ~= $csx.title
+order by $dblp.id, $csx.id
+return {'dblp': $dblp, 'csx': $csx}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-aqlplus_3.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-aqlplus_3.aql
new file mode 100644
index 0000000..e6dc1ed
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-aqlplus_3.aql
@@ -0,0 +1,39 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP from nc1:'data/pub-small/dblp-small-id.txt' delimited by ':';
+load dataset CSX from nc1:'data/pub-small/csx-small-id.txt' delimited by ':';
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-aqlplus_3.adm';
+
+set simthreshold '.5f';
+
+for $dblp in dataset('DBLP')
+for $csx in dataset('CSX')
+where $csx.title ~= $dblp.title
+order by $dblp.id, $csx.id
+return {'dblp': $dblp, 'csx': $csx}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-dblp-aqlplus_1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-dblp-aqlplus_1.aql
new file mode 100644
index 0000000..e1b53d3
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-csx-dblp-aqlplus_1.aql
@@ -0,0 +1,40 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create type CSXType as open {
+  id: int32, 
+  csxid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+create dataset CSX(CSXType) partitioned by key id on group1;
+
+load dataset DBLP from nc1:'data/pub-small/dblp-small-id.txt' delimited by ':';
+load dataset CSX from nc1:'data/pub-small/csx-small-id.txt' delimited by ':';
+
+write output to nc1:'rttest/fuzzyjoin_dblp-csx-dblp-aqlplus_1.adm';
+
+set simthreshold '.5f';
+
+for $dblp in dataset('DBLP')
+for $csx in dataset('CSX')
+for $dblp2 in dataset('DBLP')
+where $dblp.title ~= $csx.title and $csx.authors ~= $dblp2.authors
+order by $dblp.id, $csx.id, $dblp2.id
+return {'dblp': $dblp, 'csx': $csx, 'dblp2': $dblp2}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-lookup_1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-lookup_1.aql
new file mode 100644
index 0000000..a235756
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-lookup_1.aql
@@ -0,0 +1,29 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset DBLP(DBLPType) partitioned by key id on group1;
+
+load dataset DBLP
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+
+write output to nc1:'rttest/fuzzyjoin_dblp-lookup_1.adm';
+
+for $paper in dataset('DBLP')
+where $paper.id = 1
+return $paper
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-splits-3_1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-splits-3_1.aql
new file mode 100644
index 0000000..68800dd
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/dblp-splits-3_1.aql
@@ -0,0 +1,166 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create external dataset DBLP(DBLPType) 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/pub-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+
+write output to nc1:'rttest/fuzzyjoin_dblp-splits-3_1.adm';
+
+//
+// -- - Stage 3 - --
+//
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $paperLeft in dataset('DBLP')
+    let $lenLeft := len(counthashed-word-tokens($paperLeft.title))
+    let $tokensLeft :=
+        for $tokenUnranked in counthashed-word-tokens($paperLeft.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $paper
+            order by count($paper), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefix_tokenLeft in subset-collection(
+                                $tokensLeft, 
+                                0,
+                                prefix-len-jaccard(len($tokensLeft), .5f))
+
+    for $paperRight in dataset('DBLP')
+    let $lenRight := len(counthashed-word-tokens($paperRight.title))
+    let $tokensRight :=
+        for $tokenUnranked in counthashed-word-tokens($paperRight.title)
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $paper in dataset('DBLP')
+            for $token in counthashed-word-tokens($paper.title)
+            group by $tokenGroupped := $token with $paper
+            order by count($paper), $tokenGroupped
+            return $tokenGroupped
+        where $tokenUnranked = $tokenRanked
+        order by $i
+        return $i
+    for $prefix_tokenRight in subset-collection(
+                                $tokensRight, 
+                                0,
+                                prefix-len-jaccard(len($tokensRight), .5f))
+
+    where $prefix_tokenLeft = $prefix_tokenRight
+
+    let $sim := similarity-jaccard-prefix(
+                    $lenLeft,
+                    $tokensLeft,
+                    $lenRight,
+                    $tokensRight,
+                    $prefix_tokenLeft,
+                    .5f)
+    where $sim >= .5f and $paperLeft.id < $paperRight.id
+    group by $idLeft := $paperLeft.id, $idRight := $paperRight.id with $sim
+    return {'idLeft': $idLeft, 'idRight': $idRight, 'sim': $sim[0]}
+
+for $paperLeft in dataset('DBLP')
+for $paperRight in dataset('DBLP')
+where $ridpair.idLeft = $paperLeft.id and $ridpair.idRight = $paperRight.id
+order by $paperLeft.id, $paperRight.id
+return {'left': $paperLeft, 'right': $paperRight, 'sim': $ridpair.sim}
+
+/*
+edu.uci.ics.aqua.common.exceptions.AquaException: Attempting to construct a nested plan with 3 operator descriptors. Currently, nested plans can only consist in linear pipelines of Asterix micro operators.
+	at edu.uci.ics.aqua.algebra.operators.physical.AbstractGroupByPhysicalOperator.buildPipelineWithProjection(AbstractGroupByPhysicalOperator.java:47)
+	at edu.uci.ics.aqua.algebra.operators.physical.AbstractGroupByPhysicalOperator.compileSubplans(AbstractGroupByPhysicalOperator.java:29)
+	at edu.uci.ics.aqua.algebra.operators.physical.PreSortedGroupByPOperator.contributeRuntimeOperator(PreSortedGroupByPOperator.java:133)
+	at edu.uci.ics.aqua.algebra.operators.logical.AbstractLogicalOperator.contributeRuntimeOperator(AbstractLogicalOperator.java:208)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:52)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compileOpRef(PlanCompiler.java:44)
+	at edu.uci.ics.aqua.jobgen.impl.PlanCompiler.compilePlan(PlanCompiler.java:30)
+	at edu.uci.ics.aqua.api.HeuristicCompilerFactoryBuilder$1$1.createJob(HeuristicCompilerFactoryBuilder.java:64)
+	at edu.uci.ics.asterix.api.common.APIFramework.compileQuery(APIFramework.java:323)
+	at edu.uci.ics.asterix.api.java.AsterixJavaClient.compile(AsterixJavaClient.java:71)
+	at edu.uci.ics.asterix.test.runtime.functions.RuntimeFunctionsTest.test(RuntimeFunctionsTest.java:150)
+	at sun.reflect.GeneratedMethodAccessor28.invoke(Unknown Source)
+	at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:25)
+	at java.lang.reflect.Method.invoke(Method.java:597)
+	at org.junit.runners.model.FrameworkMethod$1.runReflectiveCall(FrameworkMethod.java:44)
+	at org.junit.internal.runners.model.ReflectiveCallable.run(ReflectiveCallable.java:15)
+	at org.junit.runners.model.FrameworkMethod.invokeExplosively(FrameworkMethod.java:41)
+	at org.junit.internal.runners.statements.InvokeMethod.evaluate(InvokeMethod.java:20)
+	at org.junit.runners.BlockJUnit4ClassRunner.runChild(BlockJUnit4ClassRunner.java:76)
+	at org.junit.runners.BlockJUnit4ClassRunner.runChild(BlockJUnit4ClassRunner.java:50)
+	at org.junit.runners.ParentRunner$3.run(ParentRunner.java:193)
+	at org.junit.runners.ParentRunner$1.schedule(ParentRunner.java:52)
+	at org.junit.runners.ParentRunner.runChildren(ParentRunner.java:191)
+	at org.junit.runners.ParentRunner.access$000(ParentRunner.java:42)
+	at org.junit.runners.ParentRunner$2.evaluate(ParentRunner.java:184)
+	at org.junit.runners.ParentRunner.run(ParentRunner.java:236)
+	at org.junit.runners.Suite.runChild(Suite.java:128)
+	at org.junit.runners.Suite.runChild(Suite.java:24)
+	at org.junit.runners.ParentRunner$3.run(ParentRunner.java:193)
+	at org.junit.runners.ParentRunner$1.schedule(ParentRunner.java:52)
+	at org.junit.runners.ParentRunner.runChildren(ParentRunner.java:191)
+	at org.junit.runners.ParentRunner.access$000(ParentRunner.java:42)
+	at org.junit.runners.ParentRunner$2.evaluate(ParentRunner.java:184)
+	at org.junit.internal.runners.statements.RunBefores.evaluate(RunBefores.java:28)
+	at org.junit.internal.runners.statements.RunAfters.evaluate(RunAfters.java:31)
+	at org.junit.runners.ParentRunner.run(ParentRunner.java:236)
+	at org.eclipse.jdt.internal.junit4.runner.JUnit4TestReference.run(JUnit4TestReference.java:49)
+	at org.eclipse.jdt.internal.junit.runner.TestExecution.run(TestExecution.java:38)
+	at org.eclipse.jdt.internal.junit.runner.RemoteTestRunner.runTests(RemoteTestRunner.java:467)
+	at org.eclipse.jdt.internal.junit.runner.RemoteTestRunner.runTests(RemoteTestRunner.java:683)
+	at org.eclipse.jdt.internal.junit.runner.RemoteTestRunner.run(RemoteTestRunner.java:390)
+	at org.eclipse.jdt.internal.junit.runner.RemoteTestRunner.main(RemoteTestRunner.java:197)
+
+*/
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/events-users-aqlplus_1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/events-users-aqlplus_1.aql
new file mode 100644
index 0000000..6093823
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/events-users-aqlplus_1.aql
@@ -0,0 +1,44 @@
+drop dataverse fuzzyjoin if exists;
+create dataverse fuzzyjoin;
+use dataverse fuzzyjoin;
+
+
+create type AddressType as closed {
+ street: string,
+ city: string,
+ zip: string,
+ latlong: point
+}
+
+create type UserType as open{
+ name: string,
+ interests: <string>,
+ address: AddressType,
+ member_of: <
+  {
+    sig_id: int32,
+    chapter_name: string,
+    member_since: date
+  }
+>
+}
+
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset User(UserType)
+ partitioned by key name on group1;
+load dataset User from nc1:'data/events/tiny/user.adm';
+
+write output to nc1:'rttest/fuzzyjoin_events-users-aqlplus_1.adm';
+
+set simthreshold '.5f';
+
+for $user in dataset('User')
+let $similar_users :=
+ for $similar_user in dataset('User')
+ where $user.interests ~= $similar_user.interests
+ order by $similar_user.name 
+ return { "user_name": $similar_user.name }
+order by $user.name 
+return { "user_name": $user.name, "similar_users": $similar_users }
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-int-aqlplus_1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-int-aqlplus_1.aql
new file mode 100644
index 0000000..7e4ab38
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-int-aqlplus_1.aql
@@ -0,0 +1,26 @@
+drop dataverse fuzzyjoin if exists;
+create dataverse fuzzyjoin;
+use dataverse fuzzyjoin;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset Users(UserType) partitioned by key uid on group1;
+
+load dataset Users from nc1:'data/users-visitors-small/users.json';
+
+write output to nc1:'rttest/fuzzyjoin_user-int-aqlplus_1.adm';
+
+set simthreshold '.5f';
+
+for $user in dataset('Users')
+for $user2 in dataset('Users')
+where $user.interests ~= $user2.interests and $user.uid < $user2.uid
+order by $user.uid, $user2.uid
+return { 'user': $user, 'user2': $user2 }
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-int-aqlplus_2.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-int-aqlplus_2.aql
new file mode 100644
index 0000000..d1e49a0
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-int-aqlplus_2.aql
@@ -0,0 +1,26 @@
+drop dataverse fuzzyjoin if exists;
+create dataverse fuzzyjoin;
+use dataverse fuzzyjoin;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset Users(UserType) partitioned by key uid on group1;
+
+load dataset Users from nc1:'data/users-visitors-small/users.json';
+
+write output to nc1:'rttest/fuzzyjoin_user-int-aqlplus_2.adm';
+
+set simthreshold '.5f';
+
+for $user2 in dataset('Users')
+for $user in dataset('Users')
+where $user.interests ~= $user2.interests and $user.uid < $user2.uid
+order by $user.uid, $user2.uid
+return { 'user': $user, 'user2': $user2 }
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-int-aqlplus_3.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-int-aqlplus_3.aql
new file mode 100644
index 0000000..bf15bf6
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-int-aqlplus_3.aql
@@ -0,0 +1,26 @@
+drop dataverse fuzzyjoin if exists;
+create dataverse fuzzyjoin;
+use dataverse fuzzyjoin;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset Users(UserType) partitioned by key uid on group1;
+
+load dataset Users from nc1:'data/users-visitors-small/users.json';
+
+write output to nc1:'rttest/fuzzyjoin_user-int-aqlplus_3.adm';
+
+set simthreshold '.5f';
+
+for $user in dataset('Users')
+for $user2 in dataset('Users')
+where $user2.interests ~= $user.interests and $user.uid < $user2.uid
+order by $user.uid, $user2.uid
+return { 'user': $user, 'user2': $user2 }
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-lot-aqlplus_1.1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-lot-aqlplus_1.1.aql
new file mode 100644
index 0000000..ccdd07f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-lot-aqlplus_1.1.aql
@@ -0,0 +1,27 @@
+drop dataverse fuzzyjoin if exists;
+create dataverse fuzzyjoin;
+use dataverse fuzzyjoin;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset Users(UserType) partitioned by key uid on group1;
+
+load dataset Users from nc1:'data/users-visitors-small/users.json';
+
+write output to nc1:'rttest/fuzzyjoin_user-lot-aqlplus_1.1.adm';
+
+set simthreshold '.5f';
+
+for $user in dataset('Users')
+for $user2 in dataset('Users')
+where $user.lottery_numbers ~= $user2.lottery_numbers and $user.uid < $user2.uid
+let $sim := similarity-jaccard($user.lottery_numbers, $user2.lottery_numbers)
+order by $sim desc, $user.uid, $user2.uid limit 3
+return { 'user': $user, 'user2': $user2, 'sim': $sim }
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-lot-aqlplus_1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-lot-aqlplus_1.aql
new file mode 100644
index 0000000..3b4a6fe
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-lot-aqlplus_1.aql
@@ -0,0 +1,26 @@
+drop dataverse fuzzyjoin if exists;
+create dataverse fuzzyjoin;
+use dataverse fuzzyjoin;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset Users(UserType) partitioned by key uid on group1;
+
+load dataset Users from nc1:'data/users-visitors-small/users.json';
+
+write output to nc1:'rttest/fuzzyjoin_user-lot-aqlplus_1.adm';
+
+set simthreshold '.5f';
+
+for $user in dataset('Users')
+for $user2 in dataset('Users')
+where $user.lottery_numbers ~= $user2.lottery_numbers and $user.uid < $user2.uid
+order by $user.uid, $user2.uid
+return { 'user': $user, 'user2': $user2 }
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-lot-aqlplus_2.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-lot-aqlplus_2.aql
new file mode 100644
index 0000000..3e970c7
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-lot-aqlplus_2.aql
@@ -0,0 +1,26 @@
+drop dataverse fuzzyjoin if exists;
+create dataverse fuzzyjoin;
+use dataverse fuzzyjoin;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset Users(UserType) partitioned by key uid on group1;
+
+load dataset Users from nc1:'data/users-visitors-small/users.json';
+
+write output to nc1:'rttest/fuzzyjoin_user-lot-aqlplus_2.adm';
+
+set simthreshold '.5f';
+
+for $user2 in dataset('Users')
+for $user in dataset('Users')
+where $user.lottery_numbers ~= $user2.lottery_numbers and $user.uid < $user2.uid
+order by $user.uid, $user2.uid
+return { 'user': $user, 'user2': $user2 }
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-lot-aqlplus_3.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-lot-aqlplus_3.aql
new file mode 100644
index 0000000..1979ba1
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-lot-aqlplus_3.aql
@@ -0,0 +1,26 @@
+drop dataverse fuzzyjoin if exists;
+create dataverse fuzzyjoin;
+use dataverse fuzzyjoin;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset Users(UserType) partitioned by key uid on group1;
+
+load dataset Users from nc1:'data/users-visitors-small/users.json';
+
+write output to nc1:'rttest/fuzzyjoin_user-lot-aqlplus_3.adm';
+
+set simthreshold '.5f';
+
+for $user in dataset('Users')
+for $user2 in dataset('Users')
+where $user2.lottery_numbers ~= $user.lottery_numbers and $user.uid < $user2.uid
+order by $user.uid, $user2.uid
+return { 'user': $user, 'user2': $user2 }
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-int-3_1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-int-3_1.aql
new file mode 100644
index 0000000..abbb66a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-int-3_1.aql
@@ -0,0 +1,103 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: {{string}}
+}
+
+create type VisitorType as open {
+  vid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: {{string}}
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset Users(UserType) partitioned by key uid on group1;
+create dataset Visitors(VisitorType) partitioned by key vid on group1;
+
+
+load dataset Users 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/users-visitors-small/users.json"),("format"="adm"));
+
+load dataset Visitors 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/users-visitors-small/visitors.json"),("format"="adm"));
+
+write output to nc1:'rttest/fuzzyjoin_user-vis-int-3_1.adm';
+
+//
+// -- - Stage 3 - --
+//
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $user in dataset('Users')
+    let $lenUser := len($user.interests)
+    let $tokensUser :=
+        for $token in $user.interests
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $user in dataset('Users')
+            for $token in $user.interests 
+            group by $tokenGroupped := $token with $user
+            order by count($user), $tokenGroupped
+            return $tokenGroupped
+        where $token = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenUser in subset-collection(
+                                $tokensUser, 
+                                0,
+                                prefix-len-jaccard($lenUser, .5f))
+
+    for $visitor in dataset('Visitors')
+    let $lenVisitor := len($visitor.interests)
+    let $tokensVisitor :=
+        for $token in $visitor.interests
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $user in dataset('Users')
+            for $token in $user.interests 
+            group by $tokenGroupped := $token with $user 
+            order by count($user), $tokenGroupped
+            return $tokenGroupped
+        where $token = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenVisitor in subset-collection(
+                                    $tokensVisitor, 
+                                    0, 
+                                    prefix-len-jaccard($lenVisitor, .5f))
+
+    where $prefixTokenUser = $prefixTokenVisitor
+
+    let $sim := similarity-jaccard-prefix(
+                    $lenUser,
+                    $tokensUser,
+                    $lenVisitor,
+                    $tokensVisitor,
+                    $prefixTokenUser,
+                    .5f)
+    where $sim >= .5f
+    group by $uid := $user.uid, $vid := $visitor.vid with $sim
+    return {'uid': $uid, 'vid': $vid, 'sim': $sim[0]}
+
+for $user in dataset('Users')
+for $visitor in dataset('Visitors')
+where $ridpair.uid = $user.uid and $ridpair.vid = $visitor.vid
+order by $user.uid, $visitor.vid
+return {'user': $user, 'visitor': $visitor, 'sim': $ridpair.sim}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-int-aqlplus_1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-int-aqlplus_1.aql
new file mode 100644
index 0000000..1a676c5
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-int-aqlplus_1.aql
@@ -0,0 +1,37 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create type VisitorType as open {
+  vid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset Users(UserType) partitioned by key uid on group1;
+create dataset Visitors(VisitorType) partitioned by key vid on group1;
+
+load dataset Users from nc1:'data/users-visitors-small/users.json';
+load dataset Visitors from nc1:'data/users-visitors-small/visitors.json';
+
+write output to nc1:'rttest/fuzzyjoin_user-vis-int-aqlplus_1.adm';
+
+set simthreshold '.5f';
+
+for $user in dataset('Users')
+for $visitor in dataset('Visitors')
+where $user.interests ~= $visitor.interests
+order by $user.uid, $visitor.vid
+return { 'user': $user, 'visitor': $visitor }
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-int-aqlplus_2.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-int-aqlplus_2.aql
new file mode 100644
index 0000000..1e6e417
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-int-aqlplus_2.aql
@@ -0,0 +1,37 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create type VisitorType as open {
+  vid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset Users(UserType) partitioned by key uid on group1;
+create dataset Visitors(VisitorType) partitioned by key vid on group1;
+
+load dataset Users from nc1:'data/users-visitors-small/users.json';
+load dataset Visitors from nc1:'data/users-visitors-small/visitors.json';
+
+write output to nc1:'rttest/fuzzyjoin_user-vis-int-aqlplus_2.adm';
+
+set simthreshold '.5f';
+
+for $visitor in dataset('Visitors')
+for $user in dataset('Users')
+where $user.interests ~= $visitor.interests
+order by $user.uid, $visitor.vid
+return { 'user': $user, 'visitor': $visitor }
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-int-aqlplus_3.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-int-aqlplus_3.aql
new file mode 100644
index 0000000..2d39bd4
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-int-aqlplus_3.aql
@@ -0,0 +1,37 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create type VisitorType as open {
+  vid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset Users(UserType) partitioned by key uid on group1;
+create dataset Visitors(VisitorType) partitioned by key vid on group1;
+
+load dataset Users from nc1:'data/users-visitors-small/users.json';
+load dataset Visitors from nc1:'data/users-visitors-small/visitors.json';
+
+write output to nc1:'rttest/fuzzyjoin_user-vis-int-aqlplus_3.adm';
+
+set simthreshold '.5f';
+
+for $user in dataset('Users')
+for $visitor in dataset('Visitors')
+where $visitor.interests ~= $user.interests
+order by $user.uid, $visitor.vid
+return { 'user': $user, 'visitor': $visitor }
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-int-vis-user-lot-aqlplus_1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-int-vis-user-lot-aqlplus_1.aql
new file mode 100644
index 0000000..4561a7a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-int-vis-user-lot-aqlplus_1.aql
@@ -0,0 +1,38 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create type VisitorType as open {
+  vid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset Users(UserType) partitioned by key uid on group1;
+create dataset Visitors(VisitorType) partitioned by key vid on group1;
+
+load dataset Users from nc1:'data/users-visitors-small/users.json';
+load dataset Visitors from nc1:'data/users-visitors-small/visitors.json';
+
+write output to nc1:'rttest/fuzzyjoin_user-vis-int-vis-user-lot-aqlplus_1.adm';
+
+set simthreshold '.5f';
+
+for $user in dataset('Users')
+for $visitor in dataset('Visitors')
+for $user2 in dataset('Users')
+where $user.interests ~= $visitor.interests and $visitor.lottery_numbers ~= $user2.lottery_numbers
+order by $user.uid, $visitor.vid, $user2.uid
+return {'user': $user, 'visitor': $visitor, 'user2': $user2}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-3_1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-3_1.aql
new file mode 100644
index 0000000..4de46a5
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-3_1.aql
@@ -0,0 +1,102 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: {{string}}
+}
+
+create type VisitorType as open {
+  vid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: {{string}}
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset Users(UserType) partitioned by key uid on group1;
+create dataset Visitors(VisitorType) partitioned by key vid on group1;
+
+load dataset Users 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/users-visitors-small/users.json"),("format"="adm"));
+
+load dataset Visitors 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/users-visitors-small/visitors.json"),("format"="adm"));
+
+write output to nc1:'rttest/fuzzyjoin_user-vis-lot-3_1.adm';
+
+//
+// -- - Stage 3 - --
+//
+for $ridpair in 
+    //
+    // -- - Stage 2 - --
+    //
+    for $user in dataset('Users')
+    let $lenUser := len($user.lottery_numbers)
+    let $tokensUser :=
+        for $token in $user.lottery_numbers
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $user in dataset('Users')
+            for $token in $user.lottery_numbers 
+            group by $tokenGroupped := $token with $user
+            order by count($user)
+            return $tokenGroupped
+        where $token = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenUser in subset-collection(
+                                $tokensUser, 
+                                0,
+                                prefix-len-jaccard($lenUser, .5f))
+
+    for $visitor in dataset('Visitors')
+    let $lenVisitor := len($visitor.lottery_numbers)
+    let $tokensVisitor :=
+        for $token in $visitor.lottery_numbers
+        for $tokenRanked at $i in
+            //
+            // -- - Stage 1 - --
+            //
+            for $user in dataset('Users')
+            for $token in $user.lottery_numbers 
+            group by $tokenGroupped := $token with $user 
+            order by count($user)
+            return $tokenGroupped
+        where $token = $tokenRanked
+        order by $i
+        return $i
+    for $prefixTokenVisitor in subset-collection(
+                                    $tokensVisitor, 
+                                    0, 
+                                    prefix-len-jaccard($lenVisitor, .5f))
+
+    where $prefixTokenUser = $prefixTokenVisitor
+
+    let $sim := similarity-jaccard-prefix(
+                    $lenUser,
+                    $tokensUser,
+                    $lenVisitor,
+                    $tokensVisitor,
+                    $prefixTokenUser,
+                    .5f)
+    where $sim >= .5f
+    group by $uid := $user.uid, $vid := $visitor.vid with $sim
+    return {'uid': $uid, 'vid': $vid, 'sim': $sim[0]}
+
+for $user in dataset('Users')
+for $visitor in dataset('Visitors')
+where $ridpair.uid = $user.uid and $ridpair.vid = $visitor.vid
+order by $user.uid, $visitor.vid
+return {'user': $user, 'visitor': $visitor, 'sim': $ridpair.sim}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-aqlplus_1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-aqlplus_1.aql
new file mode 100644
index 0000000..d328366
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-aqlplus_1.aql
@@ -0,0 +1,37 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create type VisitorType as open {
+  vid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset Users(UserType) partitioned by key uid on group1;
+create dataset Visitors(VisitorType) partitioned by key vid on group1;
+
+load dataset Users from nc1:'data/users-visitors-small/users.json';
+load dataset Visitors from nc1:'data/users-visitors-small/visitors.json';
+
+write output to nc1:'rttest/fuzzyjoin_user-vis-lot-aqlplus_1.adm';
+
+set simthreshold '.5f';
+
+for $user in dataset('Users')
+for $visitor in dataset('Visitors')
+where $user.lottery_numbers ~= $visitor.lottery_numbers
+order by $user.uid, $visitor.vid
+return {'user': $user, 'visitor': $visitor}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-aqlplus_2.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-aqlplus_2.aql
new file mode 100644
index 0000000..bf0f287
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-aqlplus_2.aql
@@ -0,0 +1,37 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create type VisitorType as open {
+  vid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset Users(UserType) partitioned by key uid on group1;
+create dataset Visitors(VisitorType) partitioned by key vid on group1;
+
+load dataset Users from nc1:'data/users-visitors-small/users.json';
+load dataset Visitors from nc1:'data/users-visitors-small/visitors.json';
+
+write output to nc1:'rttest/fuzzyjoin_user-vis-lot-aqlplus_2.adm';
+
+set simthreshold '.5f';
+
+for $visitor in dataset('Visitors')
+for $user in dataset('Users')
+where $user.lottery_numbers ~= $visitor.lottery_numbers
+order by $user.uid, $visitor.vid
+return {'user': $user, 'visitor': $visitor}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-aqlplus_3.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-aqlplus_3.aql
new file mode 100644
index 0000000..72cb80c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-aqlplus_3.aql
@@ -0,0 +1,37 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create type VisitorType as open {
+  vid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset Users(UserType) partitioned by key uid on group1;
+create dataset Visitors(VisitorType) partitioned by key vid on group1;
+
+load dataset Users from nc1:'data/users-visitors-small/users.json';
+load dataset Visitors from nc1:'data/users-visitors-small/visitors.json';
+
+write output to nc1:'rttest/fuzzyjoin_user-vis-lot-aqlplus_3.adm';
+
+set simthreshold '.5f';
+
+for $user in dataset('Users')
+for $visitor in dataset('Visitors')
+where $visitor.lottery_numbers ~= $user.lottery_numbers
+order by $user.uid, $visitor.vid
+return {'user': $user, 'visitor': $visitor}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-aqlplus_4.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-aqlplus_4.aql
new file mode 100644
index 0000000..19415d5
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-aqlplus_4.aql
@@ -0,0 +1,38 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create type VisitorType as open {
+  vid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset Users(UserType) partitioned by key uid on group1;
+create dataset Visitors(VisitorType) partitioned by key vid on group1;
+
+load dataset Users from nc1:'data/users-visitors-small/users.json';
+load dataset Visitors from nc1:'data/users-visitors-small/visitors.json';
+
+write output to nc1:'rttest/fuzzyjoin_user-vis-lot-aqlplus_4.adm';
+
+set simfunction 'Jaccard';
+set simthreshold '.6f';
+
+for $user in dataset('Users')
+for $visitor in dataset('Visitors')
+where $user.lottery_numbers ~= $visitor.lottery_numbers
+order by $user.uid, $visitor.vid
+return {'user': $user, 'visitor': $visitor}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-aqlplus_5.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-aqlplus_5.aql
new file mode 100644
index 0000000..698b1b5
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-aqlplus_5.aql
@@ -0,0 +1,35 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create type VisitorType as open {
+  vid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Users(UserType) partitioned by key uid on group1;
+create dataset Visitors(VisitorType) partitioned by key vid on group1;
+
+load dataset Users from nc1:'data/users-visitors-small/users.json';
+load dataset Visitors from nc1:'data/users-visitors-small/visitors.json';
+
+write output to nc1:'rttest/fuzzyjoin_user-vis-lot-aqlplus_5.adm';
+
+for $user in dataset('Users')
+for $visitor in dataset('Visitors')
+where $user.lottery_numbers ~= $visitor.lottery_numbers
+order by $user.uid, $visitor.vid
+return {'user': $user, 'visitor': $visitor}
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-int-aqlplus_1.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-int-aqlplus_1.aql
new file mode 100644
index 0000000..6a43fa6
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-int-aqlplus_1.aql
@@ -0,0 +1,39 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create type VisitorType as open {
+  vid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Users(UserType) partitioned by key uid on group1;
+create dataset Visitors(VisitorType) partitioned by key vid on group1;
+
+
+load dataset Users from nc1:'data/users-visitors-small/users.json';
+load dataset Visitors from nc1:'data/users-visitors-small/visitors.json';
+
+write output to nc1:'rttest/fuzzyjoin_user-vis-lot-int-aqlplus_1.adm';
+
+set simthreshold '.5f';
+
+for $user in dataset('Users')
+for $visitor in dataset('Visitors')
+where $user.lottery_numbers ~= $visitor.lottery_numbers 
+and $user.interests ~= $visitor.interests 
+order by $user.uid, $visitor.vid
+return { 'user': $user, 'visitor': $visitor }
diff --git a/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-int-aqlplus_2.aql b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-int-aqlplus_2.aql
new file mode 100644
index 0000000..693191a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/fuzzyjoin/user-vis-lot-int-aqlplus_2.aql
@@ -0,0 +1,39 @@
+drop dataverse fuzzyjoin if exists;
+
+create dataverse fuzzyjoin;
+
+use dataverse fuzzyjoin;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create type VisitorType as open {
+  vid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: <string>
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Users(UserType) partitioned by key uid on group1;
+create dataset Visitors(VisitorType) partitioned by key vid on group1;
+
+
+load dataset Users from nc1:'data/users-visitors-small/users.json';
+load dataset Visitors from nc1:'data/users-visitors-small/visitors.json';
+
+write output to nc1:'rttest/fuzzyjoin_user-vis-lot-int-aqlplus_2.adm';
+
+set simthreshold '.5f';
+
+for $visitor in dataset('Visitors')
+for $user in dataset('Users')
+where $user.lottery_numbers ~= $visitor.lottery_numbers 
+and $user.interests ~= $visitor.interests 
+order by $user.uid, $visitor.vid
+return { 'user': $user, 'visitor': $visitor }
diff --git a/asterix-app/src/test/resources/runtimets/queries/groupby-orderby-count.aql b/asterix-app/src/test/resources/runtimets/queries/groupby-orderby-count.aql
new file mode 100644
index 0000000..ce4662d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/groupby-orderby-count.aql
@@ -0,0 +1,23 @@
+drop dataverse twitter if exists;
+create dataverse twitter;
+use dataverse twitter;
+create type Tweet as open {
+  id: int32,
+  tweetid: int64,
+  loc: point,
+  time: datetime,
+  text: string
+}
+
+create external dataset TwitterData(Tweet)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/twitter/extrasmalltweets.txt"),("format"="adm"));
+
+write output to nc1:"rttest/groupby-orderby-count.adm";
+
+for $t in dataset('TwitterData')
+let $tokens := word-tokens($t.text)
+for $token in $tokens
+group by $tok := $token with $token
+order by count($token) desc, $tok asc
+return { "word": $tok, "count": count($token) }
diff --git a/asterix-app/src/test/resources/runtimets/queries/ifthenelse_01.aql b/asterix-app/src/test/resources/runtimets/queries/ifthenelse_01.aql
new file mode 100644
index 0000000..1da06a7
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/ifthenelse_01.aql
@@ -0,0 +1,8 @@
+use dataverse test;
+
+write output to nc1:"rttest/ifthenelse_01.adm";
+
+if (2>1) then
+    20
+else
+    10
diff --git a/asterix-app/src/test/resources/runtimets/queries/index/orders-index-custkey-conjunctive.aql b/asterix-app/src/test/resources/runtimets/queries/index/orders-index-custkey-conjunctive.aql
new file mode 100644
index 0000000..f01b16d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/index/orders-index-custkey-conjunctive.aql
@@ -0,0 +1,39 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+use dataverse tpch;
+
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter" 
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+create index idx_Orders_Custkey on Orders(o_custkey) ;
+
+write output to nc1:"rttest/index_orders-index-custkey-conjunctive.adm";
+
+for $o in dataset('Orders')
+where
+  $o.o_custkey = 40 and $o.o_totalprice > 150000.0
+order by $o.o_orderkey
+return {  
+  "o_orderkey": $o.o_orderkey,
+  "o_custkey": $o.o_custkey
+}
diff --git a/asterix-app/src/test/resources/runtimets/queries/index/orders-index-custkey.aql b/asterix-app/src/test/resources/runtimets/queries/index/orders-index-custkey.aql
new file mode 100644
index 0000000..7bc7320
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/index/orders-index-custkey.aql
@@ -0,0 +1,39 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+use dataverse tpch;
+
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+create index idx_Orders_Custkey on Orders(o_custkey);
+
+write output to nc1:"rttest/index_orders-index-custkey.adm";
+
+for $o in dataset('Orders')
+where
+  $o.o_custkey = 40
+order by $o.o_orderkey
+return {  
+  "o_orderkey": $o.o_orderkey,
+  "o_custkey": $o.o_custkey 
+}
diff --git a/asterix-app/src/test/resources/runtimets/queries/index/range-search.aql b/asterix-app/src/test/resources/runtimets/queries/index/range-search.aql
new file mode 100644
index 0000000..ea0b4ef
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/index/range-search.aql
@@ -0,0 +1,42 @@
+drop dataverse test if exists;
+  
+create dataverse test;
+use dataverse test;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter" 
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+create index idx_LineItem_partkey on LineItem(l_linenumber);
+create index idx_LineItem_suppkey on LineItem(l_suppkey);
+
+write output to nc1:"rttest/index_range-search.adm";      
+for $c in dataset('LineItem')
+where $c.l_suppkey < 100 and $c.l_suppkey>5
+order by $c.l_orderkey, $c.l_linenumber
+return $c 
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/index/rtree-secondary-index.aql b/asterix-app/src/test/resources/runtimets/queries/index/rtree-secondary-index.aql
new file mode 100644
index 0000000..71c5630
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/index/rtree-secondary-index.aql
@@ -0,0 +1,33 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as closed {
+  id: int32,
+  point: point,
+  kwds: string,
+  line1: line,
+  line2: line,
+  poly1: polygon,
+  poly2: polygon,
+  rec: rectangle
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset MyData(MyRecord)
+  partitioned by key id on group1;
+
+load dataset MyData 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter" 
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm"));
+
+create index rtree_index_point on MyData(point) type rtree;
+
+
+write output to nc1:"rttest/index_rtree-secondary-index.adm";
+
+for $o in dataset('MyData')
+where spatial-intersect($o.point, create-polygon(create-point(4.0,1.0), create-point(4.0,4.0), create-point(12.0,4.0), create-point(12.0,1.0)))
+order by $o.id
+return {"id":$o.id}
diff --git a/asterix-app/src/test/resources/runtimets/queries/is-null_01.aql b/asterix-app/src/test/resources/runtimets/queries/is-null_01.aql
new file mode 100644
index 0000000..ca6ac7a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/is-null_01.aql
@@ -0,0 +1,8 @@
+drop dataverse test if exists;
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/is-null_01.adm";
+
+[is-null(null), is-null(10)]
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/list/any-collection-member_01.aql b/asterix-app/src/test/resources/runtimets/queries/list/any-collection-member_01.aql
new file mode 100644
index 0000000..c4bbeae
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/list/any-collection-member_01.aql
@@ -0,0 +1,9 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/list_any-collection-member_01.adm";
+
+let $x := {{1,1,1}}
+return $x[?]
+ 
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/list/get-item_01.aql b/asterix-app/src/test/resources/runtimets/queries/list/get-item_01.aql
new file mode 100644
index 0000000..5bdd362
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/list/get-item_01.aql
@@ -0,0 +1,8 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/list_get-item_01.adm";
+
+let $x :=  [1, 2, 3, 4]
+return $x[2]
diff --git a/asterix-app/src/test/resources/runtimets/queries/list/len_01.aql b/asterix-app/src/test/resources/runtimets/queries/list/len_01.aql
new file mode 100644
index 0000000..bd9fb11
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/list/len_01.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/list_len_01.adm";
+
+for $l in [1]
+return [
+  len([]), len([1]), len([1, 2]), len([1, 2, 3]), 
+  len({{}}), len({{1}}), len({{1, 2}}), len({{1, 2, 3}})]
diff --git a/asterix-app/src/test/resources/runtimets/queries/list/len_null_01.aql b/asterix-app/src/test/resources/runtimets/queries/list/len_null_01.aql
new file mode 100644
index 0000000..3966c12
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/list/len_null_01.aql
@@ -0,0 +1,8 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/list_len_null_01.adm";
+
+let $n := null
+return {"len1": len([]), "len2": $n}
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/list/listify_01.aql b/asterix-app/src/test/resources/runtimets/queries/list/listify_01.aql
new file mode 100644
index 0000000..fe89111
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/list/listify_01.aql
@@ -0,0 +1,14 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/list_listify_01.adm";
+
+let $token_list := 
+  for $token in [1, 2, 3] return $token
+return $token_list
+
+
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/list/listify_02.aql b/asterix-app/src/test/resources/runtimets/queries/list/listify_02.aql
new file mode 100644
index 0000000..4fe1e0d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/list/listify_02.aql
@@ -0,0 +1,14 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/list_listify_02.adm";
+
+let $token_list := 
+  for $token in ["foo", "bar"] return $token
+return $token_list
+
+
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/list/ordered-list-constructor_01.aql b/asterix-app/src/test/resources/runtimets/queries/list/ordered-list-constructor_01.aql
new file mode 100644
index 0000000..f1e369b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/list/ordered-list-constructor_01.aql
@@ -0,0 +1,7 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/list_ordered-list-constructor_01.adm";
+
+[ "foo", "bar", "foobar" ]
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/list/ordered-list-constructor_02.aql b/asterix-app/src/test/resources/runtimets/queries/list/ordered-list-constructor_02.aql
new file mode 100644
index 0000000..c8d5262
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/list/ordered-list-constructor_02.aql
@@ -0,0 +1,7 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/list_ordered-list-constructor_02.adm";
+
+[ ["foo", "bar"], ["foobar"] ]
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/list/scan-collection_01.aql b/asterix-app/src/test/resources/runtimets/queries/list/scan-collection_01.aql
new file mode 100644
index 0000000..d63232c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/list/scan-collection_01.aql
@@ -0,0 +1,8 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/list_scan-collection_01.adm";
+
+for $u in [1, 2, 3]
+return $u
diff --git a/asterix-app/src/test/resources/runtimets/queries/list/union_01.aql b/asterix-app/src/test/resources/runtimets/queries/list/union_01.aql
new file mode 100644
index 0000000..74671d5
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/list/union_01.aql
@@ -0,0 +1,12 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/list_union_01.adm";
+
+for $x in 
+({{1,3}} union {{1,2}})
+order by $x
+return $x
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/list/union_02.aql b/asterix-app/src/test/resources/runtimets/queries/list/union_02.aql
new file mode 100644
index 0000000..dd9616d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/list/union_02.aql
@@ -0,0 +1,20 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/list_union_02.adm";
+
+for $z in (
+(
+for $x in {{3,2}}
+return $x
+)
+union
+(
+for $y in {{2,1}}
+return $y
+)
+)
+order by $z
+return $z
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/list/unordered-list-constructor_01.aql b/asterix-app/src/test/resources/runtimets/queries/list/unordered-list-constructor_01.aql
new file mode 100644
index 0000000..bc6f935
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/list/unordered-list-constructor_01.aql
@@ -0,0 +1,7 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/list_unordered-list-constructor_01.adm";
+
+{{ "foo", "bar", "foobar" }}
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/list/unordered-list-constructor_02.aql b/asterix-app/src/test/resources/runtimets/queries/list/unordered-list-constructor_02.aql
new file mode 100644
index 0000000..267db4d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/list/unordered-list-constructor_02.aql
@@ -0,0 +1,7 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/list_unordered-list-constructor_02.adm";
+
+{{ {{"foo"}}, {{"bar", "foobar"}} }}
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/nested-loop-join_01.aql b/asterix-app/src/test/resources/runtimets/queries/nested-loop-join_01.aql
new file mode 100644
index 0000000..876648b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/nested-loop-join_01.aql
@@ -0,0 +1,39 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type UserType as open {
+  uid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: {{string}}
+}
+
+create type VisitorType as open {
+  vid: int32, 
+  name: string,
+  lottery_numbers: [int32],
+  interests: {{string}}
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Users(UserType) partitioned by key uid on group1;
+create dataset Visitors(VisitorType) partitioned by key vid on group1;
+
+
+load dataset Users 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter" 
+(("path"="nc1://data/users-visitors-small/users.json"),("format"="adm"));
+
+load dataset Visitors 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter" 
+(("path"="nc1://data/users-visitors-small/visitors.json"),("format"="adm"));
+
+write output to nc1:'rttest/nested-loop-join_01.adm';
+
+for $user in dataset('Users')
+for $visitor in dataset('Visitors')
+where len($user.lottery_numbers) = len($visitor.lottery_numbers)
+order by $user.uid, $visitor.vid
+return {'user': $user, 'visitor': $visitor, 'user-lottery_numbers-len': len($user.lottery_numbers), 'visitor-lottery_numbers-len': len($visitor.lottery_numbers)}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/add_double.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/add_double.aql
new file mode 100644
index 0000000..7275ddd
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/add_double.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_add_double.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c6+$c1,"result2": $c6+$c2,"result3": $c6+$c3,"result4": $c6+$c4,"result5": $c6+$c5, "result6": $c6+$c6, "result7": $c6+$c8 }
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/add_float.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/add_float.aql
new file mode 100644
index 0000000..c833d1a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/add_float.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_add_float.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c5+$c1,"result2": $c5+$c2,"result3": $c5+$c3,"result4": $c5+$c4,"result5": $c5+$c5, "result6": $c5+$c6, "result7": $c6+$c8 }
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/add_int16.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/add_int16.aql
new file mode 100644
index 0000000..9d4c98b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/add_int16.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_add_int16.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c2+$c1,"result2": $c2+$c2,"result3": $c2+$c3,"result4": $c2+$c4,"result5": $c2+$c5, "result6": $c2+$c6, "result7": $c6+$c8}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/add_int32.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/add_int32.aql
new file mode 100644
index 0000000..51dda5a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/add_int32.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_add_int32.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c3+$c1,"result2": $c3+$c2,"result3": $c3+$c3,"result4": $c3+$c4,"result5": $c3+$c5, "result6": $c3+$c6, "result7": $c6+$c8}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/add_int64.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/add_int64.aql
new file mode 100644
index 0000000..64fc6a5
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/add_int64.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_add_int64.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c4+$c1,"result2": $c4+$c2,"result3": $c4+$c3,"result4": $c4+$c4,"result5": $c4+$c5, "result6": $c4+$c6, "result7": $c6+$c8}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/add_int8.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/add_int8.aql
new file mode 100644
index 0000000..9d3bb3f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/add_int8.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_add_int8.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c1+$c1,"result2": $c1+$c2,"result3": $c1+$c3,"result4": $c1+$c4,"result5": $c1+$c5, "result6": $c1+$c6, "result7": $c6+$c8}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/divide_double.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/divide_double.aql
new file mode 100644
index 0000000..9b3412d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/divide_double.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_divide_double.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c6/$c1,"result2": $c6/$c2,"result3": $c6/$c3,"result4": $c6/$c4,"result5": $c6/$c5, "result6": $c6/$c6, "result7": $c6/$c8}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/divide_float.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/divide_float.aql
new file mode 100644
index 0000000..ac8b2cb
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/divide_float.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_divide_float.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c5/$c1,"result2": $c5/$c2,"result3": $c5/$c3,"result4": $c5/$c4,"result5": $c5/$c5, "result6": $c5/$c6, "result7": $c6/$c8}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/divide_int16.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/divide_int16.aql
new file mode 100644
index 0000000..afda7f5
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/divide_int16.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_divide_int16.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c2/$c1,"result2": $c2/$c2,"result3": $c2/$c3,"result4": $c2/$c4,"result5": $c2/$c5, "result6": $c2/$c6, "result7": $c6/$c8}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/divide_int32.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/divide_int32.aql
new file mode 100644
index 0000000..b5305c3
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/divide_int32.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_divide_int32.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c3/$c1,"result2": $c3/$c2,"result3": $c3/$c3,"result4": $c3/$c4,"result5": $c3/$c5, "result6": $c3/$c6, "result7": $c6/$c8}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/divide_int64.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/divide_int64.aql
new file mode 100644
index 0000000..f4239b1
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/divide_int64.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_divide_int64.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c4/$c1,"result2": $c4/$c2,"result3": $c4/$c3,"result4": $c4/$c4,"result5": $c4/$c5, "result6": $c4/$c6, "result7": $c6/$c8}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/divide_int8.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/divide_int8.aql
new file mode 100644
index 0000000..a38ba28
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/divide_int8.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_divide_int8.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c1/$c1,"result2": $c1/$c2,"result3": $c1/$c3,"result4": $c1/$c4,"result5": $c1/$c5, "result6": $c1/$c6, "result7": $c6/$c8}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/multiply_double.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/multiply_double.aql
new file mode 100644
index 0000000..3e74b2d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/multiply_double.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_multiply_double.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c6*$c1,"result2": $c6*$c2,"result3": $c6*$c3,"result4": $c6*$c4,"result5": $c6*$c5, "result6": $c6*$c6, "result7": $c6*$c8}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/multiply_float.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/multiply_float.aql
new file mode 100644
index 0000000..64a5601
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/multiply_float.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_multiply_float.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c5*$c1,"result2": $c5*$c2,"result3": $c5*$c3,"result4": $c5*$c4,"result5": $c5*$c5, "result6": $c5*$c6, "result7": $c6*$c8}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/multiply_int16.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/multiply_int16.aql
new file mode 100644
index 0000000..18c3dd8
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/multiply_int16.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_multiply_int16.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c2*$c1,"result2": $c2*$c2,"result3": $c2*$c3,"result4": $c2*$c4,"result5": $c2*$c5, "result6": $c2*$c6, "result7": $c6*$c8}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/multiply_int32.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/multiply_int32.aql
new file mode 100644
index 0000000..72d29c3
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/multiply_int32.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_multiply_int32.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c3*$c1,"result2": $c3*$c2,"result3": $c3*$c3,"result4": $c3*$c4,"result5": $c3*$c5, "result6": $c3*$c6, "result7": $c6*$c8}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/multiply_int64.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/multiply_int64.aql
new file mode 100644
index 0000000..c734dc7
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/multiply_int64.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_multiply_int64.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c4*$c1,"result2": $c4*$c2,"result3": $c4*$c3,"result4": $c4*$c4,"result5": $c4*$c5, "result6": $c4*$c6, "result7": $c6*$c8}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/multiply_int8.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/multiply_int8.aql
new file mode 100644
index 0000000..f65b61d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/multiply_int8.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_multiply_int8.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c1*$c1,"result2": $c1*$c2,"result3": $c1*$c3,"result4": $c1*$c4,"result5": $c1*$c5, "result6": $c1*$c6, "result7": $c6*$c8}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/subtract_double.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/subtract_double.aql
new file mode 100644
index 0000000..46115b6
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/subtract_double.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_subtract_double.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c6 -$c1,"result2": $c6 -$c2,"result3": $c6 -$c3,"result4": $c6 -$c4,"result5": $c6 -$c5, "result6": $c6 -$c6, "result7": $c6 -$c8}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/subtract_float.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/subtract_float.aql
new file mode 100644
index 0000000..e20e43c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/subtract_float.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_subtract_float.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c5 -$c1,"result2": $c5 -$c2,"result3": $c5 -$c3,"result4": $c5 -$c4,"result5": $c5 -$c5, "result6": $c5 -$c6, "result7": $c6 -$c8}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/subtract_int16.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/subtract_int16.aql
new file mode 100644
index 0000000..3fea866
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/subtract_int16.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_subtract_int16.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c2 -$c1,"result2": $c2 -$c2,"result3": $c2 -$c3,"result4": $c2 -$c4,"result5": $c2 -$c5, "result6": $c2 -$c6, "result7": $c6 -$c8}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/subtract_int32.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/subtract_int32.aql
new file mode 100644
index 0000000..b668402
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/subtract_int32.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_subtract_int32.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c3 -$c1,"result2": $c3 -$c2,"result3": $c3 -$c3,"result4": $c3 -$c4,"result5": $c3 -$c5, "result6": $c3 -$c6, "result7": $c6 -$c8}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/subtract_int64.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/subtract_int64.aql
new file mode 100644
index 0000000..cb8cdda
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/subtract_int64.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_subtract_int64.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c4 -$c1,"result2": $c4 -$c2,"result3": $c4 -$c3,"result4": $c4 -$c4,"result5": $c4 -$c5, "result6": $c4 -$c6, "result7": $c6 -$c8}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/subtract_int8.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/subtract_int8.aql
new file mode 100644
index 0000000..f9afed0
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/subtract_int8.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_subtract_int8.adm";
+
+let $c1 := int8("+1")
+let $c2 := int16("2")
+let $c3 := int32("+3")
+let $c4 := int64("-4")
+let $c5 := float("-5.5f")
+let $c6 := double("-6.5d")
+let $c7 := [1]
+let $c8 := $c7[1]
+return {"result1": $c1 -$c1,"result2": $c1 -$c2,"result3": $c1 -$c3,"result4": $c1 -$c4,"result5": $c1 -$c5, "result6": $c1 -$c6, "result7": $c6 -$c8}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/unary-minus_double_01.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/unary-minus_double_01.aql
new file mode 100644
index 0000000..d10860c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/unary-minus_double_01.aql
@@ -0,0 +1,11 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_unary-minus_double_01.adm";
+
+let $c1 := double("-20.56e-30")
+let $c2 := double("NaN")
+let $c3 := double("INF")
+let $c4 := double("-INF")
+return {"double1": numeric-unary-minus($c1),"double2": numeric-unary-minus($c2),"double3": numeric-unary-minus($c3),"double4": numeric-unary-minus($c4)}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/unary-minus_double_02.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/unary-minus_double_02.aql
new file mode 100644
index 0000000..e13a929
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/unary-minus_double_02.aql
@@ -0,0 +1,11 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_unary-minus_double_02.adm";
+
+let $c1 := double("-20.56e-30")
+let $c2 := double("NaN")
+let $c3 := double("INF")
+let $c4 := double("-INF")
+return {"double1": -$c1,"double2": -$c2,"double3": -$c3,"double4": -$c4}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/unary-minus_float_01.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/unary-minus_float_01.aql
new file mode 100644
index 0000000..fe7d11c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/unary-minus_float_01.aql
@@ -0,0 +1,11 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_unary-minus_float_01.adm";
+
+let $c1 := float("-80.20f")
+let $c2 := float("NaN")
+let $c3 := float("INF")
+let $c4 := float("-INF")
+return {"float1": numeric-unary-minus($c1),"float2": numeric-unary-minus($c2),"float3": numeric-unary-minus($c3),"float4": numeric-unary-minus($c4)}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/unary-minus_float_02.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/unary-minus_float_02.aql
new file mode 100644
index 0000000..9c0d590
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/unary-minus_float_02.aql
@@ -0,0 +1,11 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_unary-minus_float_02.adm";
+
+let $c1 := float("-80.20f")
+let $c2 := float("NaN")
+let $c3 := float("INF")
+let $c4 := float("-INF")
+return {"float1": -$c1,"float2": -$c2,"float3": -$c3,"float4": -$c4}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/unary-minus_int_01.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/unary-minus_int_01.aql
new file mode 100644
index 0000000..10a5b69
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/unary-minus_int_01.aql
@@ -0,0 +1,11 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_unary-minus_int_01.adm";
+
+let $c1 := int8("+80")
+let $c2 := int16("160")
+let $c3 := int32("+320")
+let $c4 := int64("-640")
+return {"int8": numeric-unary-minus($c1),"int16": numeric-unary-minus($c2),"int32": numeric-unary-minus($c3),"int64": numeric-unary-minus($c4)}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/unary-minus_int_02.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/unary-minus_int_02.aql
new file mode 100644
index 0000000..58acf8b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/unary-minus_int_02.aql
@@ -0,0 +1,11 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_unary-minus_int_02.adm";
+
+let $c1 := int8("+80")
+let $c2 := int16("160")
+let $c3 := int32("+320")
+let $c4 := int64("-640")
+return {"int8": -$c1,"int16": -$c2,"int32": -$c3,"int64": -$c4}
diff --git a/asterix-app/src/test/resources/runtimets/queries/numeric/unary-minus_null.aql b/asterix-app/src/test/resources/runtimets/queries/numeric/unary-minus_null.aql
new file mode 100644
index 0000000..13b3e26
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/numeric/unary-minus_null.aql
@@ -0,0 +1,9 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/numeric_unary-minus_null.adm";
+
+let $l := [1]
+let $c := $l[1]
+return {"nullField": -$c}
diff --git a/asterix-app/src/test/resources/runtimets/queries/quantifiers/everysat_01.aql b/asterix-app/src/test/resources/runtimets/queries/quantifiers/everysat_01.aql
new file mode 100644
index 0000000..05973fa
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/quantifiers/everysat_01.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/quantifiers_everysat_01.adm";
+
+for $x in [10, -30]
+where every $y in [-20, -10]
+      satisfies $y > $x
+return $x
diff --git a/asterix-app/src/test/resources/runtimets/queries/quantifiers/somesat_01.aql b/asterix-app/src/test/resources/runtimets/queries/quantifiers/somesat_01.aql
new file mode 100644
index 0000000..9837981
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/quantifiers/somesat_01.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/quantifiers_somesat_01.adm";
+
+for $x in [10, -30, -21, 50]
+where some $y in [-20, -40]
+      satisfies $y > $x
+return $x
diff --git a/asterix-app/src/test/resources/runtimets/queries/quantifiers/somesat_02.aql b/asterix-app/src/test/resources/runtimets/queries/quantifiers/somesat_02.aql
new file mode 100644
index 0000000..9ac6f95
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/quantifiers/somesat_02.aql
@@ -0,0 +1,53 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  lastorder: {
+    oid: int32,
+    total: float
+  }
+}
+
+create type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset CustomerSomeSat02(CustomerType)
+  partitioned by key cid on group1;
+create dataset OrdersSomeSat02(OrderType)
+  partitioned by key oid on group1;
+
+load dataset CustomerSomeSat02 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter" 
+(("path"="nc1://data/custord-tiny/customer-tiny.adm"),("format"="adm"));
+
+load dataset OrdersSomeSat02 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter" 
+(("path"="nc1://data/custord-tiny/order-tiny.adm"),("format"="adm"));
+
+write output to nc1:"rttest/quantifiers_somesat_02.adm";
+
+for $x in dataset('CustomerSomeSat02')
+where some $y in dataset('OrdersSomeSat02')
+      satisfies $y.cid = $x.cid
+order by $x.cid      
+return $x.cid
diff --git a/asterix-app/src/test/resources/runtimets/queries/range_01.aql b/asterix-app/src/test/resources/runtimets/queries/range_01.aql
new file mode 100644
index 0000000..0f38113
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/range_01.aql
@@ -0,0 +1,8 @@
+drop dataverse test if exists;
+create dataverse test;
+
+write output to nc1:"rttest/range_01.adm";
+
+for $x in range(20,30)
+return $x
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/records/closed-record-constructor_01.aql b/asterix-app/src/test/resources/runtimets/queries/records/closed-record-constructor_01.aql
new file mode 100644
index 0000000..6cb32b0
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/records/closed-record-constructor_01.aql
@@ -0,0 +1,8 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+
+write output to nc1:"rttest/records_closed-record-constructor_01.adm";
+
+closed-record-constructor("foo1", 10, "bar1", 20, "foo2", 30, "bar2", 40)
diff --git a/asterix-app/src/test/resources/runtimets/queries/records/closed-record-constructor_02.aql b/asterix-app/src/test/resources/runtimets/queries/records/closed-record-constructor_02.aql
new file mode 100644
index 0000000..204c56b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/records/closed-record-constructor_02.aql
@@ -0,0 +1,7 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/records_closed-record-constructor_02.adm";
+
+closed-record-constructor("foo1", 10, "bar1", closed-record-constructor("bar1.1", 10, "bar1.2", 20, "bar1.3", 30, "bar1.4", closed-record-constructor("bar1.4.1", 10, "bar1.4.2", 20, "bar1.4.3", 30, "bar1.4.4", 40), "foo2", 30, "bar2", 40), "foo2", 30, "bar2", 40)
diff --git a/asterix-app/src/test/resources/runtimets/queries/records/closed-record-constructor_03.aql b/asterix-app/src/test/resources/runtimets/queries/records/closed-record-constructor_03.aql
new file mode 100644
index 0000000..e4378a1
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/records/closed-record-constructor_03.aql
@@ -0,0 +1,7 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/records_closed-record-constructor_03.adm";
+
+{"foo1": 10, "bar1": {"bar1.1": 10, "bar1.2": 20, "bar1.3": 30, "bar1.4": {"bar1.4.1": 10, "bar1.4.2": 20 } }, "foo2": 30, "bar2": 40}
diff --git a/asterix-app/src/test/resources/runtimets/queries/records/expFieldName.aql b/asterix-app/src/test/resources/runtimets/queries/records/expFieldName.aql
new file mode 100644
index 0000000..36df536
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/records/expFieldName.aql
@@ -0,0 +1,8 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/records_expFieldName.adm";
+
+for $x in ["field1", "field2"] 
+return {$x: 1}
diff --git a/asterix-app/src/test/resources/runtimets/queries/records/field-access-by-index_01.aql b/asterix-app/src/test/resources/runtimets/queries/records/field-access-by-index_01.aql
new file mode 100644
index 0000000..b771ece
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/records/field-access-by-index_01.aql
@@ -0,0 +1,9 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+
+write output to nc1:"rttest/records_field-access-by-index_01.adm";
+
+let $x := { "foo1": 10, "bar1": 20, "foo2": 30, "bar2": 40 }
+return field-access-by-index($x,2)
diff --git a/asterix-app/src/test/resources/runtimets/queries/records/open-record-constructor_01.aql b/asterix-app/src/test/resources/runtimets/queries/records/open-record-constructor_01.aql
new file mode 100644
index 0000000..c64227a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/records/open-record-constructor_01.aql
@@ -0,0 +1,7 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/records_open-record-constructor_01.adm";
+
+open-record-constructor("foo1", 10, "bar1", 20, "foo2", 30, "bar2", 40)
diff --git a/asterix-app/src/test/resources/runtimets/queries/records/open-record-constructor_02.aql b/asterix-app/src/test/resources/runtimets/queries/records/open-record-constructor_02.aql
new file mode 100644
index 0000000..373d853
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/records/open-record-constructor_02.aql
@@ -0,0 +1,7 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/records_open-record-constructor_02.adm";
+
+open-record-constructor("foo1", 10, "bar1", closed-record-constructor("bar1.1", 10, "bar1.2", 20, "bar1.3", 30, "bar1.4", closed-record-constructor("bar1.4.1", 10, "bar1.4.2", 20, "bar1.4.3", 30, "bar1.4.4", 40), "foo2", 30, "bar2", 40), "foo2", 30, "bar2", 40)
diff --git a/asterix-app/src/test/resources/runtimets/queries/scan/10.aql b/asterix-app/src/test/resources/runtimets/queries/scan/10.aql
new file mode 100644
index 0000000..7878583
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/scan/10.aql
@@ -0,0 +1,30 @@
+/* scan and print a delimited text file */
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type DBLPType as open {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+
+create nodegroup group1 if not exists on nc1;
+
+create dataset DBLP1(DBLPType) 
+  partitioned by key id on group1;
+
+// drop dataset DBLP1;
+load dataset DBLP1
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/dblp-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":"));
+
+
+write output to nc1:"rttest/scan_10.adm";
+
+for $paper in dataset('DBLP1')
+order by $paper.id
+return $paper
diff --git a/asterix-app/src/test/resources/runtimets/queries/scan/20.aql b/asterix-app/src/test/resources/runtimets/queries/scan/20.aql
new file mode 100644
index 0000000..a07aab2
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/scan/20.aql
@@ -0,0 +1,29 @@
+/* scan and print an ADM file as a dataset of closed records */
+
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type DBLPType as closed {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1 if not exists on nc1;
+
+create dataset DBLPadm(DBLPType) 
+  partitioned by key id on group1;
+
+// drop dataset DBLPadm;
+load dataset DBLPadm 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter" 
+(("path"="nc1://data/dblp-small/dblp-small.adm"),("format"="adm"));
+
+write output to nc1:"rttest/scan_20.adm";
+
+for $paper in dataset('DBLPadm')
+order by $paper.id
+return $paper
diff --git a/asterix-app/src/test/resources/runtimets/queries/scan/30.aql b/asterix-app/src/test/resources/runtimets/queries/scan/30.aql
new file mode 100644
index 0000000..057bdae
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/scan/30.aql
@@ -0,0 +1,23 @@
+/* scan and print 2 ADM file splits as an external dataset of closed records */
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type DBLPType as closed {
+  id: int32, 
+  dblpid: string,
+  title: string,
+  authors: string,
+  misc: string
+}
+
+create nodegroup group1 if not exists on nc1;
+
+create external dataset DBLPsplits(DBLPType) 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/dblp-small/dblp-small.adm"),("format"="adm")); 
+
+write output to nc1:"rttest/scan_30.adm";
+
+for $paper in dataset('DBLPsplits')
+return $paper
diff --git a/asterix-app/src/test/resources/runtimets/queries/scan/alltypes_01.aql b/asterix-app/src/test/resources/runtimets/queries/scan/alltypes_01.aql
new file mode 100644
index 0000000..e772502
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/scan/alltypes_01.aql
@@ -0,0 +1,44 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+
+create type AllType as open {
+  id: int32,
+  name: string,
+  age: float,
+  salary: double,
+  married: boolean,
+  interests: {{string}},
+  children: [string],
+  address: AddressType,
+  dob: date,
+  time: time,
+  datetime: datetime,
+  duration: duration,
+  location2d: point,
+  location3d: point3d,
+  line: line,
+  polygon: polygon,
+  circle: circle
+
+  // binary
+  // union
+}
+
+
+create external dataset All(AllType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/allData.json"),("format"="adm"));
+        
+write output to nc1:"rttest/scan_alltypes_01.adm";
+      
+for $a in dataset('All')
+return $a 
diff --git a/asterix-app/src/test/resources/runtimets/queries/scan/numeric_types_01.aql b/asterix-app/src/test/resources/runtimets/queries/scan/numeric_types_01.aql
new file mode 100644
index 0000000..f716d1c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/scan/numeric_types_01.aql
@@ -0,0 +1,23 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type NumericType as open {
+  id: int32,
+  int8Field: int8?,
+  int16Field: int16?,
+  int32Field: int32?,
+  int64Field: int64?,
+  floatField: float?,
+  doubleField: double?
+}
+
+
+create external dataset Numeric(NumericType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/numericData.adm"),("format"="adm"));
+        
+write output to nc1:"rttest/scan_numeric_types_01.adm";
+      
+for $a in dataset('Numeric')
+return $a 
diff --git a/asterix-app/src/test/resources/runtimets/queries/scan/spatial_types_01.aql b/asterix-app/src/test/resources/runtimets/queries/scan/spatial_types_01.aql
new file mode 100644
index 0000000..1ad5244
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/scan/spatial_types_01.aql
@@ -0,0 +1,22 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+
+create type SpatialType as open {
+  id: int32,
+  point: point,
+  point3d: point3d,
+  line: line,
+  polygon: polygon,
+  circle: circle
+}
+
+create external dataset Spatial(SpatialType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/spatialData.json"),("format"="adm"));
+        
+write output to nc1:"rttest/scan_spatial_types_01.adm";
+      
+for $a in dataset('Spatial')
+return $a 
diff --git a/asterix-app/src/test/resources/runtimets/queries/scan/spatial_types_02.aql b/asterix-app/src/test/resources/runtimets/queries/scan/spatial_types_02.aql
new file mode 100644
index 0000000..6bca691
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/scan/spatial_types_02.aql
@@ -0,0 +1,27 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type SpatialType as open {
+  id: int32,
+  point: point,
+  point3d: point3d,
+  line: line,
+  polygon: polygon,
+  circle: circle
+}
+
+create nodegroup group1 on nc1;
+
+create dataset Spatial2(SpatialType) 
+	partitioned by key id on group1;
+
+load dataset Spatial2 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/spatialData.txt"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+        
+write output to nc1:"rttest/scan_spatial_types_02.adm";
+      
+for $a in dataset('Spatial2')
+return $a 
diff --git a/asterix-app/src/test/resources/runtimets/queries/scan/temp_types_01.aql b/asterix-app/src/test/resources/runtimets/queries/scan/temp_types_01.aql
new file mode 100644
index 0000000..d5074a0
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/scan/temp_types_01.aql
@@ -0,0 +1,20 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type TempType as open {
+  id: int32,
+  date: date,
+  time: time,
+  datetime: datetime,
+  duration: duration
+}
+
+create external dataset Temp(TempType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/tempData.json"),("format"="adm"));
+        
+write output to nc1:"rttest/scan_temp_types_01.adm";
+      
+for $a in dataset('Temp')
+return $a 
diff --git a/asterix-app/src/test/resources/runtimets/queries/scan/temp_types_02.aql b/asterix-app/src/test/resources/runtimets/queries/scan/temp_types_02.aql
new file mode 100644
index 0000000..22289ef
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/scan/temp_types_02.aql
@@ -0,0 +1,26 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type TempType as closed {
+  id: int32,
+  date: date,
+  time: time,
+  datetime: datetime,
+  duration: duration
+}
+
+create nodegroup group1 on nc1;
+
+create dataset Temp2(TempType) 
+	partitioned by key id on group1;
+
+load dataset Temp2 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/nontagged/tempData.txt"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+       
+write output to nc1:"rttest/scan_temp_types_02.adm";
+      
+for $a in dataset('Temp2')
+return $a 
diff --git a/asterix-app/src/test/resources/runtimets/queries/semistructured/count-nullable.aql b/asterix-app/src/test/resources/runtimets/queries/semistructured/count-nullable.aql
new file mode 100644
index 0000000..c1bbe7e
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/semistructured/count-nullable.aql
@@ -0,0 +1,33 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  interests: {{string}},
+  children: [ { name: string, age: int32? } ]
+}
+
+
+create nodegroup group1 if not exists on nc1;
+
+create external dataset Customers(CustomerType) 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/semistructured/tiny01/customer.adm"),("format"="adm"));
+
+write output to nc1:"rttest/semistructured_count-nullable.adm";
+
+for $c in dataset('Customers')
+group by $age := $c.age with $c
+order by $age
+return { "custage": $age, "count": count($c) }
diff --git a/asterix-app/src/test/resources/runtimets/queries/semistructured/cust-filter.aql b/asterix-app/src/test/resources/runtimets/queries/semistructured/cust-filter.aql
new file mode 100644
index 0000000..b5bea3e
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/semistructured/cust-filter.aql
@@ -0,0 +1,33 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  interests: {{string}},
+  children: [ { name: string, age: int32? } ]
+}
+
+
+create nodegroup group1 if not exists on nc1;
+
+create external dataset Customers(CustomerType) 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/semistructured/tiny01/customer.adm"),("format"="adm"));
+
+write output to nc1:"rttest/semistructured_cust-filter.adm";
+
+for $c in dataset('Customers')
+where $c.age < 21 
+order by $c.cid
+return { "custname":$c.name, "custage": $c.age }
diff --git a/asterix-app/src/test/resources/runtimets/queries/semistructured/has-param1.aql b/asterix-app/src/test/resources/runtimets/queries/semistructured/has-param1.aql
new file mode 100644
index 0000000..8f44e23
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/semistructured/has-param1.aql
@@ -0,0 +1,25 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type OrderType as open {
+  oid: int32,
+  cid: int32,
+  orderstatus: string,
+  orderpriority: string,
+  clerk: string,
+  total: float
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create external dataset Orders(OrderType)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/semistructured/tiny01/orders.adm"),("format"="adm"));
+
+write output to nc1:"rttest/semistructured_has-param1.adm";
+
+for $o in dataset('Orders')
+where not(is-null($o.param1))
+order by $o.oid 
+return $o
diff --git a/asterix-app/src/test/resources/runtimets/queries/similarity/edit-distance-check_01.aql b/asterix-app/src/test/resources/runtimets/queries/similarity/edit-distance-check_01.aql
new file mode 100644
index 0000000..2034c38
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/similarity/edit-distance-check_01.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/similarity_edit-distance-check_01.adm";
+
+let $a := "Nalini Venkatasubramanian"
+let $b := "Nalini Wekatasupramanian"
+let $ed := edit-distance-check($a, $b, 3)
+return $ed
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/similarity/edit-distance-check_02.aql b/asterix-app/src/test/resources/runtimets/queries/similarity/edit-distance-check_02.aql
new file mode 100644
index 0000000..c3d5342
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/similarity/edit-distance-check_02.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/similarity_edit-distance-check_02.adm";
+
+let $a := "Nalini Venkatasubramanian"
+let $b := "Nalini Wekatasupramanian"
+let $ed := edit-distance-check($a, $b, 2)
+return $ed
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/similarity/edit-distance-check_03.aql b/asterix-app/src/test/resources/runtimets/queries/similarity/edit-distance-check_03.aql
new file mode 100644
index 0000000..ecf556c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/similarity/edit-distance-check_03.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/similarity_edit-distance-check_03.adm";
+
+let $a := [1, 2, 3, 4, 5, 6, 7]
+let $b := [1, 3, 4, 5, 7, 8]
+let $ed := edit-distance-check($a, $b, 3)
+return $ed
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/similarity/edit-distance-check_04.aql b/asterix-app/src/test/resources/runtimets/queries/similarity/edit-distance-check_04.aql
new file mode 100644
index 0000000..80a2da6
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/similarity/edit-distance-check_04.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/similarity_edit-distance-check_04.adm";
+
+let $a := [1, 2, 3, 4, 5, 6, 7]
+let $b := [1, 3, 4, 5, 7, 8]
+let $ed := edit-distance-check($a, $b, 2)
+return $ed
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/similarity/edit-distance_01.aql b/asterix-app/src/test/resources/runtimets/queries/similarity/edit-distance_01.aql
new file mode 100644
index 0000000..3365690
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/similarity/edit-distance_01.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/similarity_edit-distance_01.adm";
+
+let $a := "Nalini Venkatasubramanian"
+let $b := "Nalini Wekatasupramanian"
+let $ed := edit-distance($a, $b)
+return $ed
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/similarity/edit-distance_02.aql b/asterix-app/src/test/resources/runtimets/queries/similarity/edit-distance_02.aql
new file mode 100644
index 0000000..bf0df90
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/similarity/edit-distance_02.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/similarity_edit-distance_02.adm";
+
+let $a := [1, 2, 3, 4, 5, 6, 7]
+let $b := [1, 3, 4, 5, 7, 8]
+let $ed := edit-distance($a, $b)
+return $ed
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/similarity/prefix-len-jaccard_01.aql b/asterix-app/src/test/resources/runtimets/queries/similarity/prefix-len-jaccard_01.aql
new file mode 100644
index 0000000..772e64e
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/similarity/prefix-len-jaccard_01.aql
@@ -0,0 +1,15 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/similarity_prefix-len-jaccard_01.adm";
+
+for $l in [1]
+return [
+  prefix-len-jaccard(5, .8f),
+  prefix-len-jaccard(5, .9f),
+  prefix-len-jaccard(10, .8f),
+  prefix-len-jaccard(10, .9f),
+  prefix-len-jaccard(15, .8f),
+  prefix-len-jaccard(15, .9f)
+]
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/similarity/similarity-jaccard-check_01.aql b/asterix-app/src/test/resources/runtimets/queries/similarity/similarity-jaccard-check_01.aql
new file mode 100644
index 0000000..cca0f99
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/similarity/similarity-jaccard-check_01.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/similarity_similarity-jaccard-check_01.adm";
+
+let $a := [1, 2, 3, 4, 5, 8, 9]
+let $b := [1, 2, 3, 4, 5, 7, 8, 9, 10, 11]
+let $jacc := similarity-jaccard-check($a, $b, 0.7f)
+return $jacc
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/similarity/similarity-jaccard-check_02.aql b/asterix-app/src/test/resources/runtimets/queries/similarity/similarity-jaccard-check_02.aql
new file mode 100644
index 0000000..38fe1f4
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/similarity/similarity-jaccard-check_02.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/similarity_similarity-jaccard-check_02.adm";
+
+let $a := [1, 2, 3, 4, 5, 8, 9]
+let $b := [1, 2, 3, 4, 5, 7, 8, 9, 10, 11]
+let $jacc := similarity-jaccard-check($a, $b, 0.8f)
+return $jacc
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/similarity/similarity-jaccard-prefix-check_01.aql b/asterix-app/src/test/resources/runtimets/queries/similarity/similarity-jaccard-prefix-check_01.aql
new file mode 100644
index 0000000..73c7ebc
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/similarity/similarity-jaccard-prefix-check_01.aql
@@ -0,0 +1,19 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/similarity_similarity-jaccard-prefix-check_01.adm";
+
+for $l in [1]
+return [
+  similarity-jaccard-prefix-check(3, [1, 2, 3], 3, [1, 2, 3], 1, 1f),
+
+  similarity-jaccard-prefix-check(3, [1, 2, 3], 3, [1, 2, 4], 1, .5f),
+  similarity-jaccard-prefix-check(3, [1, 2, 3], 3, [1, 2, 4], 1, .6f),
+
+
+  similarity-jaccard-prefix-check(3, [1, 2, 3], 9, [1, 2, 3], 1, .5f),
+
+  similarity-jaccard-prefix-check(4, [1, 2, 3, 4], 2, [1, 2], 1, .5f),
+  similarity-jaccard-prefix-check(4, [1, 2, 3, 4], 4, [1, 2], 1, .33f)
+]
diff --git a/asterix-app/src/test/resources/runtimets/queries/similarity/similarity-jaccard-prefix_01.aql b/asterix-app/src/test/resources/runtimets/queries/similarity/similarity-jaccard-prefix_01.aql
new file mode 100644
index 0000000..35b4719
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/similarity/similarity-jaccard-prefix_01.aql
@@ -0,0 +1,19 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/similarity_similarity-jaccard-prefix_01.adm";
+
+for $l in [1]
+return [
+  similarity-jaccard-prefix(3, [1, 2, 3], 3, [1, 2, 3], 1, 1f),
+
+  similarity-jaccard-prefix(3, [1, 2, 3], 3, [1, 2, 4], 1, .5f),
+  similarity-jaccard-prefix(3, [1, 2, 3], 3, [1, 2, 4], 1, .6f),
+
+
+  similarity-jaccard-prefix(3, [1, 2, 3], 9, [1, 2, 3], 1, .5f),
+
+  similarity-jaccard-prefix(4, [1, 2, 3, 4], 2, [1, 2], 1, .5f),
+  similarity-jaccard-prefix(4, [1, 2, 3, 4], 4, [1, 2], 1, .33f)
+]
diff --git a/asterix-app/src/test/resources/runtimets/queries/similarity/similarity-jaccard_01.aql b/asterix-app/src/test/resources/runtimets/queries/similarity/similarity-jaccard_01.aql
new file mode 100644
index 0000000..ae0747e
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/similarity/similarity-jaccard_01.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/similarity_similarity-jaccard_01.adm";
+
+let $a := [1, 2, 3, 4, 5, 8, 9]
+let $b := [1, 2, 3, 4, 5, 7, 8, 9, 10, 11]
+let $jacc := similarity-jaccard($a, $b)
+return $jacc
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/similarity/similarity-jaccard_02.aql b/asterix-app/src/test/resources/runtimets/queries/similarity/similarity-jaccard_02.aql
new file mode 100644
index 0000000..d0a7e1f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/similarity/similarity-jaccard_02.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/similarity_similarity-jaccard_02.adm";
+
+let $a := ["a"]
+let $b := ["b"]
+let $jacc := similarity-jaccard($a, $b)
+return $jacc
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/similarity/similarity-jaccard_03.aql b/asterix-app/src/test/resources/runtimets/queries/similarity/similarity-jaccard_03.aql
new file mode 100644
index 0000000..fd5dd21
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/similarity/similarity-jaccard_03.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/similarity_similarity-jaccard_03.adm";
+
+let $a := ["a"]
+let $b := [ ]
+let $jacc := similarity-jaccard($a, $b)
+return $jacc
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/spatial/cell-aggregation-with-filtering.aql b/asterix-app/src/test/resources/runtimets/queries/spatial/cell-aggregation-with-filtering.aql
new file mode 100644
index 0000000..0face3b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/spatial/cell-aggregation-with-filtering.aql
@@ -0,0 +1,41 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type Tweet as closed {
+	id: int32,
+	tweetid: int64,
+	loc: point,
+	time: datetime,
+	text: string
+}
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset TwitterData(Tweet)
+  partitioned by key id on group1;
+
+
+load dataset TwitterData 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/twitter/extrasmalltweets.txt"),("format"="adm")) pre-sorted;
+
+create index rtree_index_point on TwitterData(loc) type rtree;
+
+write output to nc1:"rttest/spatial_cell-aggregation-with-filtering.adm";
+
+for $t in dataset('TwitterData')
+let $keyword := "Allergies"
+let $region := polygon("
+	33.80503407287759,-126.41235263538363 
+	44.9090773200516,-126.41235263538363 
+	44.9090773200516,-87.65258701038363 
+	33.80503407287759,-87.65258701038363")
+
+where spatial-intersect($t.loc, $region)  and
+$t.time > datetime("2011-05-15T00:00:00Z") and $t.time < datetime("2011-05-16T23:59:59Z") and
+contains($t.text, $keyword)
+group by $c := spatial-cell($t.loc, create-point(24.5,-125.5), 3.0, 3.0) with $t
+let $num :=  count($t)
+order by $num
+return { "cell": $c, "count": $num }
diff --git a/asterix-app/src/test/resources/runtimets/queries/spatial/cell-aggregation.aql b/asterix-app/src/test/resources/runtimets/queries/spatial/cell-aggregation.aql
new file mode 100644
index 0000000..44ad6ea
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/spatial/cell-aggregation.aql
@@ -0,0 +1,23 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as open {
+  id: int32,
+  loc: point
+}
+
+create external dataset MyData(MyRecord)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialDataAggregation.json"),("format"="adm"));
+
+write output to nc1:"rttest/spatial_cell-aggregation.adm";
+
+let $grid :=
+for $o in dataset('MyData')
+group by $c := spatial-cell($o.loc, create-point(0.0,0.0), 5.0, 5.0) with $o
+let $num :=  count($o)
+order by $num
+return { "cell": $c, "count": $num}
+for $g in $grid
+return $g
diff --git a/asterix-app/src/test/resources/runtimets/queries/spatial/circle-intersect-circle.aql b/asterix-app/src/test/resources/runtimets/queries/spatial/circle-intersect-circle.aql
new file mode 100644
index 0000000..6018671
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/spatial/circle-intersect-circle.aql
@@ -0,0 +1,21 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as open {
+  id: int32,
+  point: point,
+  kwds: string
+}
+
+create external dataset MyData(MyRecord)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm"));
+
+write output to nc1:"rttest/spatial_circle-intersect-circle.adm";
+
+for $o in dataset('MyData')
+where spatial-intersect(create-circle(create-point(0.0,0.0), 5.0), create-circle(create-point(9.9,0.0), 5.0))
+order by $o.id
+return {"id":$o.id}
+ 
diff --git a/asterix-app/src/test/resources/runtimets/queries/spatial/distance-between-points.aql b/asterix-app/src/test/resources/runtimets/queries/spatial/distance-between-points.aql
new file mode 100644
index 0000000..c02eba2
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/spatial/distance-between-points.aql
@@ -0,0 +1,21 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as open {
+  id: int32,
+  point: point,
+  kwds: string
+}
+
+create external dataset MyData(MyRecord)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm"));
+
+write output to nc1:"rttest/spatial_distance-between-points.adm";
+
+for $o in dataset('MyData')
+let $distance := spatial-distance($o.point, create-point(0.0, 0.0))
+order by $o.id
+return {"id":$o.id, "distance":$distance}
+ 
diff --git a/asterix-app/src/test/resources/runtimets/queries/spatial/line-intersect-circle.aql b/asterix-app/src/test/resources/runtimets/queries/spatial/line-intersect-circle.aql
new file mode 100644
index 0000000..035ec63
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/spatial/line-intersect-circle.aql
@@ -0,0 +1,21 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as open {
+  id: int32,
+  point: point,
+  kwds: string
+}
+
+create external dataset MyData(MyRecord)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm"));
+
+write output to nc1:"rttest/spatial_line-intersect-circle.adm";
+
+for $o in dataset('MyData')
+where spatial-intersect($o.line1, create-circle(create-point(0.0,0.0), 5.0))
+order by $o.id
+return {"id":$o.id}
+ 
diff --git a/asterix-app/src/test/resources/runtimets/queries/spatial/line-intersect-line.aql b/asterix-app/src/test/resources/runtimets/queries/spatial/line-intersect-line.aql
new file mode 100644
index 0000000..e844030
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/spatial/line-intersect-line.aql
@@ -0,0 +1,21 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as open {
+  id: int32,
+  point: point,
+  kwds: string
+}
+
+create external dataset MyData(MyRecord)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm"));
+
+write output to nc1:"rttest/spatial_line-intersect-line.adm";
+
+for $o in dataset('MyData')
+where spatial-intersect($o.line1, $o.line2)
+order by $o.id
+return {"id":$o.id}
+ 
diff --git a/asterix-app/src/test/resources/runtimets/queries/spatial/line-intersect-polygon.aql b/asterix-app/src/test/resources/runtimets/queries/spatial/line-intersect-polygon.aql
new file mode 100644
index 0000000..7ed8e25
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/spatial/line-intersect-polygon.aql
@@ -0,0 +1,21 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as open {
+  id: int32,
+  point: point,
+  kwds: string
+}
+
+create external dataset MyData(MyRecord)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm"));
+
+write output to nc1:"rttest/spatial_line-intersect-polygon.adm";
+
+for $o in dataset('MyData')
+where spatial-intersect($o.line1, $o.poly1)
+order by $o.id
+return {"id":$o.id}
+ 
diff --git a/asterix-app/src/test/resources/runtimets/queries/spatial/line-intersect-rectangle.aql b/asterix-app/src/test/resources/runtimets/queries/spatial/line-intersect-rectangle.aql
new file mode 100644
index 0000000..940f5c4
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/spatial/line-intersect-rectangle.aql
@@ -0,0 +1,21 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as open {
+  id: int32,
+  point: point,
+  kwds: string
+}
+
+create external dataset MyData(MyRecord)
+  using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+  (("path"="nc1://data/spatial/spatialData.json"),("format"="adm"));
+
+write output to nc1:"rttest/spatial_line-intersect-rectangle.adm";
+
+for $o in dataset('MyData')
+where spatial-intersect($o.line1, $o.rec)
+order by $o.id
+return {"id":$o.id}
+ 
diff --git a/asterix-app/src/test/resources/runtimets/queries/spatial/point-equals-point.aql b/asterix-app/src/test/resources/runtimets/queries/spatial/point-equals-point.aql
new file mode 100644
index 0000000..90d488f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/spatial/point-equals-point.aql
@@ -0,0 +1,21 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as open {
+  id: int32,
+  point: point,
+  kwds: string
+}
+
+create external dataset MyData(MyRecord)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm"));
+
+write output to nc1:"rttest/spatial_point-equals-point.adm";
+
+for $o in dataset('MyData')
+where spatial-intersect($o.point, create-point(5.0,1.0))
+order by $o.id
+return {"id":$o.id}
+ 
diff --git a/asterix-app/src/test/resources/runtimets/queries/spatial/point-in-circle.aql b/asterix-app/src/test/resources/runtimets/queries/spatial/point-in-circle.aql
new file mode 100644
index 0000000..9f9e451
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/spatial/point-in-circle.aql
@@ -0,0 +1,21 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as open {
+  id: int32,
+  point: point,
+  kwds: string
+}
+
+create external dataset MyData(MyRecord)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm"));
+
+write output to nc1:"rttest/spatial_point-in-circle.adm";
+
+for $o in dataset('MyData')
+where spatial-intersect($o.point, create-circle(create-point(0.0,0.0), 5.0))
+order by $o.id
+return {"id":$o.id}
+ 
diff --git a/asterix-app/src/test/resources/runtimets/queries/spatial/point-in-polygon.aql b/asterix-app/src/test/resources/runtimets/queries/spatial/point-in-polygon.aql
new file mode 100644
index 0000000..c239185
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/spatial/point-in-polygon.aql
@@ -0,0 +1,21 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as open {
+  id: int32,
+  point: point,
+  kwds: string
+}
+
+create external dataset MyData(MyRecord)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm"));
+
+write output to nc1:"rttest/spatial_point-in-polygon.adm";
+
+for $o in dataset('MyData')
+where spatial-intersect($o.point, $o.poly1)
+order by $o.id
+return {"id":$o.id}
+ 
diff --git a/asterix-app/src/test/resources/runtimets/queries/spatial/point-in-rectangle.aql b/asterix-app/src/test/resources/runtimets/queries/spatial/point-in-rectangle.aql
new file mode 100644
index 0000000..86d3dd9
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/spatial/point-in-rectangle.aql
@@ -0,0 +1,21 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as open {
+  id: int32,
+  point: point,
+  kwds: string
+}
+
+create external dataset MyData(MyRecord)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm"));
+
+write output to nc1:"rttest/spatial_point-in-rectangle.adm";
+
+for $o in dataset('MyData')
+where spatial-intersect($o.point, $o.rec)
+order by $o.id
+return {"id":$o.id}
+ 
diff --git a/asterix-app/src/test/resources/runtimets/queries/spatial/point-on-line.aql b/asterix-app/src/test/resources/runtimets/queries/spatial/point-on-line.aql
new file mode 100644
index 0000000..66908b8
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/spatial/point-on-line.aql
@@ -0,0 +1,21 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as open {
+  id: int32,
+  point: point,
+  kwds: string
+}
+
+create external dataset MyData(MyRecord)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm"));
+
+write output to nc1:"rttest/spatial_point-on-line.adm";
+
+for $o in dataset('MyData')
+where spatial-intersect($o.point, $o.line1)
+order by $o.id
+return {"id":$o.id}
+ 
diff --git a/asterix-app/src/test/resources/runtimets/queries/spatial/polygon-intersect-circle.aql b/asterix-app/src/test/resources/runtimets/queries/spatial/polygon-intersect-circle.aql
new file mode 100644
index 0000000..acd29a8
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/spatial/polygon-intersect-circle.aql
@@ -0,0 +1,21 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as open {
+  id: int32,
+  point: point,
+  kwds: string
+}
+
+create external dataset MyData(MyRecord)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm"));
+
+write output to nc1:"rttest/spatial_polygon-intersect-circle.adm";
+
+for $o in dataset('MyData')
+where spatial-intersect($o.poly1, create-circle(create-point(6.0,3.0), 1.0))
+order by $o.id
+return {"id":$o.id}
+ 
diff --git a/asterix-app/src/test/resources/runtimets/queries/spatial/polygon-intersect-polygon.aql b/asterix-app/src/test/resources/runtimets/queries/spatial/polygon-intersect-polygon.aql
new file mode 100644
index 0000000..2a14dbd
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/spatial/polygon-intersect-polygon.aql
@@ -0,0 +1,21 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as open {
+  id: int32,
+  point: point,
+  kwds: string
+}
+
+create external dataset MyData(MyRecord)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm"));
+
+write output to nc1:"rttest/spatial_polygon-intersect-polygon.adm";
+
+for $o in dataset('MyData')
+where spatial-intersect($o.poly1, $o.poly2)
+order by $o.id
+return {"id":$o.id}
+ 
diff --git a/asterix-app/src/test/resources/runtimets/queries/spatial/polygon-intersect-rectangle.aql b/asterix-app/src/test/resources/runtimets/queries/spatial/polygon-intersect-rectangle.aql
new file mode 100644
index 0000000..16bb5a1
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/spatial/polygon-intersect-rectangle.aql
@@ -0,0 +1,21 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as open {
+  id: int32,
+  point: point,
+  kwds: string
+}
+
+create external dataset MyData(MyRecord)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm"));
+
+write output to nc1:"rttest/spatial_polygon-intersect-rectangle.adm";
+
+for $o in dataset('MyData')
+where spatial-intersect($o.poly1, $o.rec)
+order by $o.id
+return {"id":$o.id}
+ 
diff --git a/asterix-app/src/test/resources/runtimets/queries/spatial/rectangle-intersect-circle.aql b/asterix-app/src/test/resources/runtimets/queries/spatial/rectangle-intersect-circle.aql
new file mode 100644
index 0000000..4f7c004
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/spatial/rectangle-intersect-circle.aql
@@ -0,0 +1,21 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as open {
+  id: int32,
+  point: point,
+  kwds: string
+}
+
+create external dataset MyData(MyRecord)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm"));
+
+write output to nc1:"rttest/spatial_rectangle-intersect-circle.adm";
+
+for $o in dataset('MyData')
+where spatial-intersect($o.rec, create-circle(create-point(4.1,4.1), 1.0))
+order by $o.id
+return {"id":$o.id}
+ 
diff --git a/asterix-app/src/test/resources/runtimets/queries/spatial/rectangle-intersect-rectangle.aql b/asterix-app/src/test/resources/runtimets/queries/spatial/rectangle-intersect-rectangle.aql
new file mode 100644
index 0000000..90c9f77
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/spatial/rectangle-intersect-rectangle.aql
@@ -0,0 +1,21 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as open {
+  id: int32,
+  point: point,
+  kwds: string
+}
+
+create external dataset MyData(MyRecord)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm"));
+
+write output to nc1:"rttest/spatial_rectangle-intersect-rectangle.adm";
+
+for $o in dataset('MyData')
+where spatial-intersect($o.rec, create-rectangle(create-point(-1.0,5.0), create-point(4.5,9.0)))
+order by $o.id
+return {"id":$o.id}
+ 
diff --git a/asterix-app/src/test/resources/runtimets/queries/spatial/spatial-area.aql b/asterix-app/src/test/resources/runtimets/queries/spatial/spatial-area.aql
new file mode 100644
index 0000000..7f6c0b7
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/spatial/spatial-area.aql
@@ -0,0 +1,21 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as open {
+  id: int32,
+  point: point,
+  kwds: string
+}
+
+create external dataset MyData(MyRecord)
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm"));
+
+write output to nc1:"rttest/spatial_spatial-area.adm";
+
+let $polygonArea := spatial-area(create-polygon(create-point(1.0,1.0),create-point(1.0,4.0),create-point(3.0,4.0),create-point(3.0,1.0)))
+let $circleArea := spatial-area(create-circle(create-point(0.0,0.0), 1.0))
+let $rectangleArea := spatial-area(create-rectangle(create-point(0.0,5.0), create-point(8.0,8.0)))
+return {"polygonArea":$polygonArea, "circleArea":$circleArea, "rectangleArea":$rectangleArea}
+ 
diff --git a/asterix-app/src/test/resources/runtimets/queries/string/contains_01.aql b/asterix-app/src/test/resources/runtimets/queries/string/contains_01.aql
new file mode 100644
index 0000000..19ab917
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/string/contains_01.aql
@@ -0,0 +1,9 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/string_contains_01.adm";
+
+for $x in ["foofoo"]
+for $y in ["barbar"]
+return [contains($x, "ofo"), contains($y, "ofo")]
diff --git a/asterix-app/src/test/resources/runtimets/queries/string/ends-with_01.aql b/asterix-app/src/test/resources/runtimets/queries/string/ends-with_01.aql
new file mode 100644
index 0000000..251ebe7
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/string/ends-with_01.aql
@@ -0,0 +1,9 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/string_ends-with_01.adm";
+
+for $x in ["foofoo"]
+for $y in ["barbar"]
+return [ends-with($x, "ar"), ends-with($y, "ar")]
diff --git a/asterix-app/src/test/resources/runtimets/queries/string/like_01.aql b/asterix-app/src/test/resources/runtimets/queries/string/like_01.aql
new file mode 100644
index 0000000..71a2545
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/string/like_01.aql
@@ -0,0 +1,7 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/string_like_01.adm";
+
+[like("A6BBB", "_6%"), like("A8BBB", "_6%")]
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/string/like_null.aql b/asterix-app/src/test/resources/runtimets/queries/string/like_null.aql
new file mode 100644
index 0000000..4578a9e
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/string/like_null.aql
@@ -0,0 +1,9 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/string_like_null.adm";
+
+let $x := like("A8BBB", null)
+let $y :=  like(null, "_6%")
+return {"field1": $x , "field2": $y}
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/string/starts-with_01.aql b/asterix-app/src/test/resources/runtimets/queries/string/starts-with_01.aql
new file mode 100644
index 0000000..ed36e2d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/string/starts-with_01.aql
@@ -0,0 +1,9 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/string_starts-with_01.adm";
+
+for $x in ["foofoo"]
+for $y in ["barbar"]
+return [starts-with($x, "ba"), starts-with($y, "ba")]
diff --git a/asterix-app/src/test/resources/runtimets/queries/string/substring_01.aql b/asterix-app/src/test/resources/runtimets/queries/string/substring_01.aql
new file mode 100644
index 0000000..3d2e51f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/string/substring_01.aql
@@ -0,0 +1,8 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/string_substring_01.adm";
+
+for $x in ["foobar"]
+return substring($x, 2, 3)
diff --git a/asterix-app/src/test/resources/runtimets/queries/subset-collection/01.aql b/asterix-app/src/test/resources/runtimets/queries/subset-collection/01.aql
new file mode 100644
index 0000000..a6083b1
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/subset-collection/01.aql
@@ -0,0 +1,12 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/subset-collection_01.adm";
+
+for $l in subset-collection([1], 0, 1)
+return $l
+/*
+output: 
+1
+*/
diff --git a/asterix-app/src/test/resources/runtimets/queries/subset-collection/02.aql b/asterix-app/src/test/resources/runtimets/queries/subset-collection/02.aql
new file mode 100644
index 0000000..8069ee5
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/subset-collection/02.aql
@@ -0,0 +1,13 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/subset-collection_02.adm";
+
+for $l in subset-collection([1, 2, 3, 4], 1, 2)
+return $l
+/*
+output: 
+2
+3
+*/
diff --git a/asterix-app/src/test/resources/runtimets/queries/subset-collection/03.aql b/asterix-app/src/test/resources/runtimets/queries/subset-collection/03.aql
new file mode 100644
index 0000000..17b54d0
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/subset-collection/03.aql
@@ -0,0 +1,12 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/subset-collection_03.adm";
+
+for $l in subset-collection([1, 2, 3, 4], 0, 0)
+return $l
+/*
+output: 
+EMPTY
+*/
diff --git a/asterix-app/src/test/resources/runtimets/queries/subset-collection/04.aql b/asterix-app/src/test/resources/runtimets/queries/subset-collection/04.aql
new file mode 100644
index 0000000..97babb9
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/subset-collection/04.aql
@@ -0,0 +1,12 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/subset-collection_04.adm";
+
+for $l in [1]
+return subset-collection([1, 2, 3, 4], 1, 2)
+/*
+edu.uci.ics.asterix.common.exceptions.AsterixException: Trying to create an aggregate from a scalar function descriptor. (fid=subset-collection@3)
+        at edu.uci.ics.asterix.algebra.expressions.FunctionCallExpression.createEvaluatorFactory(FunctionCallExpression.java:85)
+*/
diff --git a/asterix-app/src/test/resources/runtimets/queries/subset-collection/05.aql b/asterix-app/src/test/resources/runtimets/queries/subset-collection/05.aql
new file mode 100644
index 0000000..8be1211
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/subset-collection/05.aql
@@ -0,0 +1,13 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/subset-collection_05.adm";
+
+for $l in subset-collection(['a', 'b', 'c', 'd'], 1, 2)
+return $l
+/*
+output:
+"b"
+"c"
+*/
diff --git a/asterix-app/src/test/resources/runtimets/queries/subset-collection/06.aql b/asterix-app/src/test/resources/runtimets/queries/subset-collection/06.aql
new file mode 100644
index 0000000..1569d5a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/subset-collection/06.aql
@@ -0,0 +1,13 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/subset-collection_06.adm";
+
+for $l in subset-collection([1, 2, 3, 4], 2, 2)
+return $l
+/*
+output:
+3
+4
+*/
diff --git a/asterix-app/src/test/resources/runtimets/queries/subset-collection/07.aql b/asterix-app/src/test/resources/runtimets/queries/subset-collection/07.aql
new file mode 100644
index 0000000..49a9d6a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/subset-collection/07.aql
@@ -0,0 +1,13 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/subset-collection_07.adm";
+
+for $l in subset-collection([1, 2, 3, 4], 2, 10)
+return $l
+/*
+output:
+3
+4
+*/
diff --git a/asterix-app/src/test/resources/runtimets/queries/tid_01.aql b/asterix-app/src/test/resources/runtimets/queries/tid_01.aql
new file mode 100644
index 0000000..3cd8396
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tid_01.aql
@@ -0,0 +1,7 @@
+drop dataverse test if exists;
+create dataverse test;
+
+write output to nc1:"rttest/tid_01.adm";
+
+for $x at $i in ["a","b","c"]
+return $i
diff --git a/asterix-app/src/test/resources/runtimets/queries/tokenizers/counthashed-gram-tokens_01.aql b/asterix-app/src/test/resources/runtimets/queries/tokenizers/counthashed-gram-tokens_01.aql
new file mode 100644
index 0000000..d360853
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tokenizers/counthashed-gram-tokens_01.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/tokenizers_counthashed-gram-tokens_01.adm";
+
+let $txt := "Jürgen S. Generic's Car"
+let $tokens := counthashed-gram-tokens($txt, 3, false)
+for $token in $tokens
+return $token
diff --git a/asterix-app/src/test/resources/runtimets/queries/tokenizers/counthashed-gram-tokens_02.aql b/asterix-app/src/test/resources/runtimets/queries/tokenizers/counthashed-gram-tokens_02.aql
new file mode 100644
index 0000000..cb5240d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tokenizers/counthashed-gram-tokens_02.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/tokenizers_counthashed-gram-tokens_02.adm";
+
+let $txt := "Jürgen S. Generic's Car"
+let $tokens := counthashed-gram-tokens($txt, 3, true)
+for $token in $tokens
+return $token
diff --git a/asterix-app/src/test/resources/runtimets/queries/tokenizers/counthashed-word-tokens_01.aql b/asterix-app/src/test/resources/runtimets/queries/tokenizers/counthashed-word-tokens_01.aql
new file mode 100644
index 0000000..99c7b1d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tokenizers/counthashed-word-tokens_01.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/tokenizers_counthashed-word-tokens_01.adm";
+
+let $txt := "Hello World, I would like to inform you of the importance of Foo Bar. Yes, Foo Bar. Jürgen."
+let $tokens := counthashed-word-tokens($txt)
+for $token in $tokens
+return $token
diff --git a/asterix-app/src/test/resources/runtimets/queries/tokenizers/gram-tokens_01.aql b/asterix-app/src/test/resources/runtimets/queries/tokenizers/gram-tokens_01.aql
new file mode 100644
index 0000000..6be0066
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tokenizers/gram-tokens_01.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/tokenizers_gram-tokens_01.adm";
+
+let $txt := "Jürgen S. Generic's Car"
+let $tokens := gram-tokens($txt, 3, false)
+for $token in $tokens
+return $token
diff --git a/asterix-app/src/test/resources/runtimets/queries/tokenizers/gram-tokens_02.aql b/asterix-app/src/test/resources/runtimets/queries/tokenizers/gram-tokens_02.aql
new file mode 100644
index 0000000..adc34a6
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tokenizers/gram-tokens_02.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/tokenizers_gram-tokens_02.adm";
+
+let $txt := "Jürgen S. Generic's Car"
+let $tokens := gram-tokens($txt, 3, true)
+for $token in $tokens
+return $token
diff --git a/asterix-app/src/test/resources/runtimets/queries/tokenizers/hashed-gram-tokens_01.aql b/asterix-app/src/test/resources/runtimets/queries/tokenizers/hashed-gram-tokens_01.aql
new file mode 100644
index 0000000..73a1a77
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tokenizers/hashed-gram-tokens_01.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/tokenizers_hashed-gram-tokens_01.adm";
+
+let $txt := "Jürgen S. Generic's Car"
+let $tokens := hashed-gram-tokens($txt, 3, false)
+for $token in $tokens
+return $token
diff --git a/asterix-app/src/test/resources/runtimets/queries/tokenizers/hashed-gram-tokens_02.aql b/asterix-app/src/test/resources/runtimets/queries/tokenizers/hashed-gram-tokens_02.aql
new file mode 100644
index 0000000..854398f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tokenizers/hashed-gram-tokens_02.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/tokenizers_hashed-gram-tokens_02.adm";
+
+let $txt := "Jürgen S. Generic's Car"
+let $tokens := hashed-gram-tokens($txt, 3, true)
+for $token in $tokens
+return $token
diff --git a/asterix-app/src/test/resources/runtimets/queries/tokenizers/hashed-word-tokens_01.aql b/asterix-app/src/test/resources/runtimets/queries/tokenizers/hashed-word-tokens_01.aql
new file mode 100644
index 0000000..c4d2490
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tokenizers/hashed-word-tokens_01.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/tokenizers_hashed-word-tokens_01.adm";
+
+let $txt := "Hello World, I would like to inform you of the importance of Foo Bar. Yes, Foo Bar. Jürgen."
+let $tokens := hashed-word-tokens($txt)
+for $token in $tokens
+return $token
diff --git a/asterix-app/src/test/resources/runtimets/queries/tokenizers/word-tokens_01.aql b/asterix-app/src/test/resources/runtimets/queries/tokenizers/word-tokens_01.aql
new file mode 100644
index 0000000..c6bb819
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tokenizers/word-tokens_01.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/tokenizers_word-tokens_01.adm";
+
+let $txt := "Hello World, I would like to inform you of the importance of Foo Bar. Yes, Foo Bar. Jürgen."
+let $tokens := word-tokens($txt)
+for $token in $tokens
+return $token
diff --git a/asterix-app/src/test/resources/runtimets/queries/tokenizers/word-tokens_02.aql b/asterix-app/src/test/resources/runtimets/queries/tokenizers/word-tokens_02.aql
new file mode 100644
index 0000000..75b816c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tokenizers/word-tokens_02.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+write output to nc1:"rttest/tokenizers_word-tokens_02.adm";
+
+let $txt := "ΩΣ"
+let $tokens := word-tokens($txt)
+for $token in $tokens
+return $token
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/distinct_by.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/distinct_by.aql
new file mode 100644
index 0000000..278104b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/distinct_by.aql
@@ -0,0 +1,44 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create nodegroup group1  if not exists on nc1;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+write output to nc1:"rttest/tpch_distinct_by.adm";
+ 
+for $l in dataset('LineItem')
+distinct by $l.l_returnflag, $l.l_linestatus, $l.l_shipmode
+order by $l.l_returnflag, $l.l_linestatus, $l.l_shipmode
+return {
+"l_returnflag": $l.l_returnflag,
+"l_linestatus": $l.l_linestatus,
+"l_shipmode": $l.l_shipmode
+}
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/group_no_agg.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/group_no_agg.aql
new file mode 100644
index 0000000..d0607bf
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/group_no_agg.aql
@@ -0,0 +1,26 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+
+use dataverse tpch;
+
+create type RegionType as closed {
+  r_regionkey: int32,
+  r_name: string,
+  r_comment: string
+}
+
+create nodegroup group1 if not exists  on nc1;
+
+create dataset Regions_group_no_agg(RegionType) 
+  partitioned by key r_regionkey on group1;
+
+write output to nc1:"rttest/tpch_group_no_agg.adm";
+
+load dataset Regions_group_no_agg 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/region.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+for $r in dataset('Regions_group_no_agg')
+group by $name := $r.r_name  with $r
+order by $name
+return $name
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/q10_returned_item.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/q10_returned_item.aql
new file mode 100644
index 0000000..7dea9bb
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/q10_returned_item.aql
@@ -0,0 +1,198 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type RegionType as closed {
+	r_regionkey: int32, 
+	r_name: string, 
+	r_comment: string
+} 
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+create nodegroup group1 if not exists on nc1;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Supplier(SupplierType)
+  partitioned by key s_suppkey on group1;
+create dataset Region(RegionType) 
+  partitioned by key r_regionkey on group1;
+create dataset Nation(NationType) 
+  partitioned by key n_nationkey on group1;
+create dataset Part(PartType)
+  partitioned by key p_partkey on group1;
+create dataset Partsupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+create dataset Customer(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Supplier 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/supplier.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Region 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/region.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nation 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/nation.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Part 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/part.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Partsupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/partsupp.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Customer 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+write output to nc1:"rttest/tpch_q10_returned_item.adm";
+
+
+for $locn in (
+for $l in dataset('LineItem')
+for $ocn in (
+	for $o in dataset('Orders')
+	for $c in dataset('Customer')
+		where $c.c_custkey = $o.o_custkey and $o.o_orderdate >= '1993-10-01' and $o.o_orderdate < '1994-01-01'
+	for $n in dataset('Nation')
+		where $c.c_nationkey = $n.n_nationkey
+	return {
+		"c_custkey": $c.c_custkey, 
+		"c_name": $c.c_name,
+  		"c_acctbal": $c.c_acctbal, 
+  		"n_name": $n.n_name, 
+  		"c_address": $c.c_address, 
+  		"c_phone": $c.c_phone, 
+  		"c_comment": $c.c_comment,
+  		"o_orderkey": $o.o_orderkey
+	}
+)
+where
+   $l.l_orderkey = $ocn.o_orderkey and $l.l_returnflag = 'R'
+   return {
+		"c_custkey": $ocn.c_custkey, 
+		"c_name": $ocn.c_name,
+  		"c_acctbal": $ocn.c_acctbal, 
+  		"n_name": $ocn.n_name, 
+  		"c_address": $ocn.c_address, 
+  		"c_phone": $ocn.c_phone, 
+  		"c_comment": $ocn.c_comment,
+  		"l_extendedprice": $l.l_extendedprice,
+  		"l_discount": $l.l_discount
+	}	
+)
+group by $c_custkey:=$locn.c_custkey, 
+		$c_name:=$locn.c_name, 
+		$c_acctbal:=$locn.c_acctbal, $c_phone:=$locn.c_phone, 
+		$n_name:=$locn.n_name, $c_address:=$locn.c_address, $c_comment:=$locn.c_comment
+		with $locn
+let $revenue := sum(for $i in $locn return $i.l_extendedprice * (1 - $i.l_discount))
+order by $revenue desc
+limit 20
+return {
+		"c_custkey": $c_custkey, 
+		"c_name": $c_name,
+		"revenue": $revenue,
+  		"c_acctbal": $c_acctbal, 
+  		"n_name": $n_name, 
+  		"c_address": $c_address, 
+  		"c_phone": $c_phone, 
+  		"c_comment": $c_comment
+}
+		
+		
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/q11_important_stock.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/q11_important_stock.aql
new file mode 100644
index 0000000..5545608
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/q11_important_stock.aql
@@ -0,0 +1,173 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type RegionType as closed {
+	r_regionkey: int32, 
+	r_name: string, 
+	r_comment: string
+} 
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Supplier(SupplierType)
+  partitioned by key s_suppkey on group1;
+create dataset Region(RegionType) 
+  partitioned by key r_regionkey on group1;
+create dataset Nation(NationType) 
+  partitioned by key n_nationkey on group1;
+create dataset Part(PartType)
+  partitioned by key p_partkey on group1;
+create dataset Partsupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+create dataset Customer(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Supplier 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/supplier.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Region 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/region.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nation 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/nation.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Part 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/part.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Partsupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/partsupp.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Customer 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+write output to nc1:"rttest/tpch_q11_important_stock.adm";
+
+let $sum := sum (
+for $ps in dataset('Partsupp')
+for $sn in (
+	for $s in dataset('Supplier')
+	for $n in dataset('Nation')
+		where $s.s_nationkey = $n.n_nationkey
+	return {"s_suppkey": $s.s_suppkey}
+	)
+where $ps.ps_suppkey = $sn.s_suppkey
+return $ps.ps_supplycost * $ps.ps_availqty)
+
+for $t1 in 
+(
+for $ps in dataset('Partsupp')
+for $sn in (
+	for $s in dataset('Supplier')
+	for $n in dataset('Nation')
+		where $s.s_nationkey = $n.n_nationkey
+	return {"s_suppkey": $s.s_suppkey}
+)
+where $ps.ps_suppkey = $sn.s_suppkey
+group by $ps_partkey := $ps.ps_partkey with $ps
+return {"ps_partkey": $ps_partkey, 
+"part_value": sum(for $i in $ps return $i.ps_supplycost * $i.ps_availqty)}
+)
+
+where $t1.part_value > $sum * 0.00001
+order by $t1.part_value desc
+return {"partkey": $t1.ps_partkey, "part_value":$t1.part_value}
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/q12_shipping.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/q12_shipping.aql
new file mode 100644
index 0000000..ac87051
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/q12_shipping.aql
@@ -0,0 +1,170 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type RegionType as closed {
+	r_regionkey: int32, 
+	r_name: string, 
+	r_comment: string
+} 
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Supplier(SupplierType)
+  partitioned by key s_suppkey on group1;
+create dataset Region(RegionType) 
+  partitioned by key r_regionkey on group1;
+create dataset Nation(NationType) 
+  partitioned by key n_nationkey on group1;
+create dataset Part(PartType)
+  partitioned by key p_partkey on group1;
+create dataset Partsupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+create dataset Customer(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Supplier 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/supplier.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Region 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/region.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nation 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/nation.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Part 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/part.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Partsupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/partsupp.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Customer 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+write output to nc1:"rttest/tpch_q12_shipping.adm";
+
+for $l in dataset('LineItem')
+for $o in dataset('Orders')
+
+where
+$o.o_orderkey = $l.l_orderkey 
+and $l.l_commitdate < $l.l_receiptdate
+and $l.l_shipdate < $l.l_commitdate 
+and $l.l_receiptdate >= '1994-01-01' 
+and $l.l_receiptdate < '1995-01-01'
+and ($l.l_shipmode = 'MAIL' or $l.l_shipmode = 'SHIP')
+
+group by $l_shipmode := $l.l_shipmode with $o
+order by $l_shipmode
+return {
+"l_shipmode": $l_shipmode,
+"high_line_count": sum(for $i in $o 
+        return switch-case( $i.o_orderpriority ='1-URGENT' or $i.o_orderpriority ='2-HIGH',
+		true, 1,
+        false, 0)),
+"low_line_count": sum(for $i in $o 
+		return switch-case( $i.o_orderpriority ='1-URGENT' or $i.o_orderpriority ='2-HIGH',
+		true, 0,
+        false, 1))
+}
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/q13_customer_distribution.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/q13_customer_distribution.aql
new file mode 100644
index 0000000..a33a716
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/q13_customer_distribution.aql
@@ -0,0 +1,168 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type RegionType as closed {
+	r_regionkey: int32, 
+	r_name: string, 
+	r_comment: string
+} 
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Supplier(SupplierType)
+  partitioned by key s_suppkey on group1;
+create dataset Region(RegionType) 
+  partitioned by key r_regionkey on group1;
+create dataset Nation(NationType) 
+  partitioned by key n_nationkey on group1;
+create dataset Part(PartType)
+  partitioned by key p_partkey on group1;
+create dataset Partsupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+create dataset Customer(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Supplier 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/supplier.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Region 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/region.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nation 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/nation.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Part 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/part.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Partsupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/partsupp.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Customer 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+
+write output to nc1:"rttest/tpch_q13_customer_distribution.adm";
+
+for $gco in (
+	for $co in
+		(
+			for $c in dataset('Customer')
+			return 
+			{
+				"c_custkey": $c.c_custkey, 
+				 "o_orderkey_count": count(
+						for $o in dataset('Orders')
+   							where  $c.c_custkey = $o.o_custkey and not(like($o.o_comment,'%special%requests%'))
+						return $o.o_orderkey)
+			}
+		)
+	group by $c_custkey := $co.c_custkey with $co
+		return{
+			"c_custkey": $c_custkey, "c_count": sum(for $i in $co return $i.o_orderkey_count)
+		}
+)
+
+group by $c_count := $gco.c_count with $gco
+let $custdist := count($gco)
+order by $custdist desc, $c_count desc
+return {"c_count": $c_count, "custdist": $custdist}
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/q14_promotion_effect.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/q14_promotion_effect.aql
new file mode 100644
index 0000000..9438746
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/q14_promotion_effect.aql
@@ -0,0 +1,154 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type RegionType as closed {
+	r_regionkey: int32, 
+	r_name: string, 
+	r_comment: string
+} 
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Supplier(SupplierType)
+  partitioned by key s_suppkey on group1;
+create dataset Region(RegionType) 
+  partitioned by key r_regionkey on group1;
+create dataset Nation(NationType) 
+  partitioned by key n_nationkey on group1;
+create dataset Part(PartType)
+  partitioned by key p_partkey on group1;
+create dataset Partsupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+create dataset Customer(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Supplier 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/supplier.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Region 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/region.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nation 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/nation.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Part 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/part.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Partsupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/partsupp.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Customer 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+
+write output to nc1:"rttest/tpch_q14_promotion_effect.adm";
+
+for $l in dataset('LineItem')
+for $p in dataset('Part')
+	where $l.l_partkey = $p.p_partkey and $l.l_shipdate >= '1995-09-01' and $l.l_shipdate < '1995-10-01'
+group by $t:=1 with $l, $p
+return 100.00 * sum( for $i in $l
+			   return switch-case(like($i.p_type, 'PROMO%'),
+               true, $i.l_extendedprice*(1-$i.l_discount),
+               false, 0.0)
+  ) / sum( for $i in $l return $i.l_extendedprice * (1 - $i.l_discount))
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/q15_top_supplier.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/q15_top_supplier.aql
new file mode 100644
index 0000000..948f466
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/q15_top_supplier.aql
@@ -0,0 +1,170 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type RegionType as closed {
+	r_regionkey: int32, 
+	r_name: string, 
+	r_comment: string
+} 
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Supplier(SupplierType)
+  partitioned by key s_suppkey on group1;
+create dataset Region(RegionType) 
+  partitioned by key r_regionkey on group1;
+create dataset Nation(NationType) 
+  partitioned by key n_nationkey on group1;
+create dataset Part(PartType)
+  partitioned by key p_partkey on group1;
+create dataset Partsupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+create dataset Customer(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Supplier 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/supplier.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Region 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/region.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nation 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/nation.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Part 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/part.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Partsupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/partsupp.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Customer 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+
+write output to nc1:"rttest/tpch_q15_top_supplier.adm";
+
+declare function revenue(){
+for $l in dataset('LineItem')
+where $l.l_shipdate >= '1996-01-01' and $l.l_shipdate < '1996-04-01'
+group by $l_suppkey := $l.l_suppkey with $l
+return {
+"supplier_no": $l_suppkey, 
+"total_revenue": sum(for $i in $l return $i.l_extendedprice * (1 - $i.l_discount))
+}
+}
+
+let $m := max(
+	for $r2 in revenue()
+	return $r2.total_revenue
+)
+
+for $s in dataset('Supplier')
+for $r in revenue()
+	where $s.s_suppkey = $r.supplier_no and $r.total_revenue=$m
+return {
+"s_suppkey": $s.s_suppkey, 
+"s_name": $s.s_name, 
+"s_address": $s.s_address, 
+"s_phone": $s.s_phone, 
+"total_revenue": $r.total_revenue
+}
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/q16_parts_supplier_relationship.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/q16_parts_supplier_relationship.aql
new file mode 100644
index 0000000..5e337d4
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/q16_parts_supplier_relationship.aql
@@ -0,0 +1,198 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type RegionType as closed {
+	r_regionkey: int32, 
+	r_name: string, 
+	r_comment: string
+} 
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Supplier(SupplierType)
+  partitioned by key s_suppkey on group1;
+create dataset Region(RegionType) 
+  partitioned by key r_regionkey on group1;
+create dataset Nation(NationType) 
+  partitioned by key n_nationkey on group1;
+create dataset Part(PartType)
+  partitioned by key p_partkey on group1;
+create dataset Partsupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+create dataset Customer(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Supplier 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/supplier.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Region 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/region.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nation 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/nation.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Part 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/part.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Partsupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/partsupp.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Customer 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+
+
+write output to nc1:"rttest/tpch_q16_parts_supplier_relationship.adm";
+
+declare function tmp(){
+for $psp in (
+	for $ps in dataset('Partsupp')
+	for $p in dataset('Part')
+		where $p.p_partkey = $ps.ps_partkey and $p.p_brand != 'Brand#45' 
+    	and not(like($p.p_type, 'MEDIUM POLISHED%'))
+	return 
+	{
+ 	"p_brand": $p.p_brand, 
+ 	"p_type": $p.p_type, 
+ 	"p_size": $p.p_size,
+ 	"ps_suppkey": $ps.ps_suppkey
+	}
+)
+for $s in dataset('Supplier')
+	where $psp.ps_suppkey = $s.s_suppkey and not(like($s.s_comment, '%Customer%Complaints%'))
+return 
+{
+ "p_brand": $psp.p_brand, 
+ "p_type": $psp.p_type, 
+ "p_size": $psp.p_size, 
+ "ps_suppkey": $psp.ps_suppkey
+}
+}
+
+for $t2 in 
+(
+for $t in tmp()   
+	where $t.p_size = 49 or $t.p_size = 14 or $t.p_size = 23 or
+         $t.p_size = 45 or $t.p_size = 19 or $t.p_size = 3 or
+         $t.p_size = 36 or $t.p_size = 9
+group by $p_brand1:= $t.p_brand, $p_type1 := $t.p_type, 
+	  $p_size1:= $t.p_size, $ps_suppkey1:=$t.ps_suppkey with $t
+return 
+{
+"p_brand": $p_brand1, 
+ "p_type": $p_type1, 
+ "p_size": $p_size1, 
+ "ps_suppkey": $ps_suppkey1
+} )
+group by $p_brand := $t2.p_brand, $p_type := $t2.p_type, $p_size := $t2.p_size with $t2
+let $supplier_cnt := count(for $i in $t2 return $i.ps_suppkey)
+order by $supplier_cnt desc, $p_brand, $p_type, $p_size
+return {
+"p_brand": $p_brand, 
+"p_type": $p_type, 
+"p_size": $p_size,
+"supplier_cnt": $supplier_cnt
+}
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/q17_small_quantity_order_revenue.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/q17_small_quantity_order_revenue.aql
new file mode 100644
index 0000000..d631abc
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/q17_small_quantity_order_revenue.aql
@@ -0,0 +1,164 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type RegionType as closed {
+	r_regionkey: int32, 
+	r_name: string, 
+	r_comment: string
+} 
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Supplier(SupplierType)
+  partitioned by key s_suppkey on group1;
+create dataset Region(RegionType) 
+  partitioned by key r_regionkey on group1;
+create dataset Nation(NationType) 
+  partitioned by key n_nationkey on group1;
+create dataset Part(PartType)
+  partitioned by key p_partkey on group1;
+create dataset Partsupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+create dataset Customer(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Supplier 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/supplier.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Region 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/region.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nation 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/nation.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Part 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/part.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Partsupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/partsupp.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Customer 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+
+write output to nc1:"rttest/tpch_q17_small_quantity_order_revenue.adm";
+
+declare function tmp(){
+for $l in dataset('LineItem')
+group by $l_partkey := $l.l_partkey with $l
+return {
+"t_partkey": $l_partkey, 
+"t_avg_quantity": 0.2 * avg(for $i in $l return $i.l_quantity)
+}
+}
+
+sum(
+for $l in dataset('LineItem')
+for $p in dataset('Part')
+where  $p.p_partkey = $l.l_partkey and $p.p_container = 'MED BOX'
+
+for $t in tmp()
+where $l.l_partkey = $t.t_partkey and $l.l_quantity < $t.t_avg_quantity
+return $l.l_extendedprice
+)/7.0
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/q18_large_volume_customer.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/q18_large_volume_customer.aql
new file mode 100644
index 0000000..7f55551
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/q18_large_volume_customer.aql
@@ -0,0 +1,175 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type RegionType as closed {
+	r_regionkey: int32, 
+	r_name: string, 
+	r_comment: string
+} 
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Supplier(SupplierType)
+  partitioned by key s_suppkey on group1;
+create dataset Region(RegionType) 
+  partitioned by key r_regionkey on group1;
+create dataset Nation(NationType) 
+  partitioned by key n_nationkey on group1;
+create dataset Part(PartType)
+  partitioned by key p_partkey on group1;
+create dataset Partsupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+create dataset Customer(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Supplier 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/supplier.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Region 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/region.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nation 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/nation.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Part 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/part.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Partsupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/partsupp.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Customer 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+
+write output to nc1:"rttest/tpch_q18_large_volume_customer.adm";
+
+for $c in dataset('Customer')
+for $o in dataset('Orders')
+where
+  $c.c_custkey = $o.o_custkey
+for $t in 
+(
+  for $l in dataset('LineItem')
+  group by $l_orderkey := $l.l_orderkey with $l
+  return 
+    { "l_orderkey": $l_orderkey, 
+      "t_sum_quantity": sum(for $i in $l return $i.l_quantity) }
+) 
+where 
+  $o.o_orderkey = $t.l_orderkey and $t.t_sum_quantity > 30
+for $l in dataset('LineItem')
+where
+  $l.l_orderkey = $o.o_orderkey 
+group by $c_name := $c.c_name, $c_custkey := $c.c_custkey, $o_orderkey := $o.o_orderkey, 
+         $o_orderdate := $o.o_orderdate, $o_totalprice := $o.o_totalprice with $l
+order by $o_totalprice desc, $o_orderdate 
+limit 100
+return {  
+  "c_name": $c_name,
+  "c_custkey": $c_custkey,
+  "o_orderkey": $o_orderkey,
+  "o_orderdate": $o_orderdate,
+  "o_totalprice": $o_totalprice,
+  "sum_quantity": sum(for $j in $l return $j.l_quantity)  
+}
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/q19_discounted_revenue.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/q19_discounted_revenue.aql
new file mode 100644
index 0000000..cbd9d53
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/q19_discounted_revenue.aql
@@ -0,0 +1,178 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type RegionType as closed {
+	r_regionkey: int32, 
+	r_name: string, 
+	r_comment: string
+} 
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Supplier(SupplierType)
+  partitioned by key s_suppkey on group1;
+create dataset Region(RegionType) 
+  partitioned by key r_regionkey on group1;
+create dataset Nation(NationType) 
+  partitioned by key n_nationkey on group1;
+create dataset Part(PartType)
+  partitioned by key p_partkey on group1;
+create dataset Partsupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+create dataset Customer(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Supplier 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/supplier.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Region 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/region.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nation 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/nation.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Part 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/part.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Partsupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/partsupp.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Customer 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+write output to nc1:"rttest/tpch_q19_discounted_revenue.adm";
+
+sum( 
+for $l in dataset('LineItem')
+for $p in dataset('Part')
+where $p.p_partkey = $l.l_partkey
+and (
+ (
+    $p.p_brand = 'Brand#12'
+	and reg-exp($p.p_container,'SM CASE||SM BOX||SM PACK||SM PKG')
+	and $l.l_quantity >= 1 and $l.l_quantity <= 11
+	and $p.p_size >= 1 and $p.p_size <= 5
+	and reg-exp($l.l_shipmode, 'AIR||AIR REG')
+	and $l.l_shipinstruct = 'DELIVER IN PERSON'
+  ) 
+  or 
+  (
+    $p.p_brand = 'Brand#23'
+	and reg-exp($p.p_container, 'MED BAG||MED BOX||MED PKG||MED PACK')
+	and $l.l_quantity >= 10 and $l.l_quantity <= 20
+	and $p.p_size >= 1 and $p.p_size <= 10
+	and reg-exp($l.l_shipmode, 'AIR||AIR REG')
+	and $l.l_shipinstruct = 'DELIVER IN PERSON'
+  )
+  or
+  (
+	$p.p_brand = 'Brand#34'
+	and reg-exp($p.p_container, 'LG CASE||LG BOX||LG PACK||LG PKG')
+	and $l.l_quantity >= 20 and $l.l_quantity <= 30
+	and $p.p_size >= 1 and $p.p_size <= 15
+	and reg-exp($l.l_shipmode, 'AIR||AIR REG')
+	and $l.l_shipinstruct = 'DELIVER IN PERSON'
+  )
+ )
+return $l.l_extendedprice * (1 - $l.l_discount)
+)
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/q1_pricing_summary_report_nt.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/q1_pricing_summary_report_nt.aql
new file mode 100644
index 0000000..2d2e3c4
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/q1_pricing_summary_report_nt.aql
@@ -0,0 +1,54 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create nodegroup group1  if not exists on nc1;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+write output to nc1:"rttest/tpch_q1_pricing_summary_report_nt.adm";
+ 
+for $l in dataset('LineItem')
+where $l.l_shipdate <= '1998-09-02'
+/*+ hash*/
+group by $l_returnflag := $l.l_returnflag, $l_linestatus := $l.l_linestatus  
+  with $l
+order by $l_returnflag, $l_linestatus
+return {
+  "l_returnflag": $l_returnflag,
+  "l_linestatus": $l_linestatus,
+  "sum_qty": sum(for $i in $l return $i.l_quantity),
+  "sum_base_price": sum(for $i in $l return $i.l_extendedprice),
+  "sum_disc_price": sum(for $i in $l return $i.l_extendedprice * (1 - $i.l_discount)),
+  "sum_charge": sum(for $i in $l return $i.l_extendedprice * (1 - $i.l_discount) * (1 + $i.l_tax)),
+  "ave_qty": avg(for $i in $l return $i.l_quantity),  
+  "ave_price": avg(for $i in $l return $i.l_extendedprice),
+  "ave_disc": avg(for $i in $l return $i.l_discount),
+  "count_order": count($l)
+}   
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/q20_potential_part_promotion.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/q20_potential_part_promotion.aql
new file mode 100644
index 0000000..091dda6
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/q20_potential_part_promotion.aql
@@ -0,0 +1,182 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type RegionType as closed {
+	r_regionkey: int32, 
+	r_name: string, 
+	r_comment: string
+} 
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Supplier(SupplierType)
+  partitioned by key s_suppkey on group1;
+create dataset Region(RegionType) 
+  partitioned by key r_regionkey on group1;
+create dataset Nation(NationType) 
+  partitioned by key n_nationkey on group1;
+create dataset Part(PartType)
+  partitioned by key p_partkey on group1;
+create dataset Partsupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+create dataset Customer(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Supplier 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/supplier.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Region 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/region.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nation 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/nation.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Part 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/part.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Partsupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/partsupp.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Customer 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+
+write output to nc1:"rttest/tpch_q20_potential_part_promotion.adm";
+
+for $t3 in (
+for $t2 in (
+	for $l in dataset('LineItem')
+		group by $l_partkey:=$l.l_partkey, $l_suppkey:=$l.l_suppkey with $l
+	return {
+	"l_partkey": $l_partkey, 
+	"l_suppkey": $l_suppkey, 
+	"sum_quantity": 0.5 * sum(for $i in $l return $i.l_quantity)
+})
+for $pst1 in (
+	for $ps in dataset('Partsupp')
+	for $t1 in 
+	(
+		for $p in dataset('Part')
+			distinct by $p.p_partkey
+		return {"p_partkey": $p.p_partkey}
+	)
+	where $ps.ps_partkey = $t1.p_partkey
+	return {"ps_suppkey": $ps.ps_suppkey, "ps_partkey": $ps.ps_partkey, "ps_availqty": $ps.ps_availqty}
+)
+where $pst1.ps_partkey = $t2.l_partkey and $pst1.ps_suppkey = $t2.l_suppkey
+		and $pst1.ps_availqty > $t2.sum_quantity
+distinct by $pst1.ps_suppkey
+return {"ps_suppkey": $pst1.ps_suppkey}
+)
+
+for $t4 in (
+	for $n in dataset('Nation')
+	for $s in dataset('Supplier')
+		where  $s.s_nationkey = $n.n_nationkey
+	return {"s_name": $s.s_name, "s_address": $s.s_address, "s_suppkey": $s.s_suppkey}
+)
+
+where $t3.ps_suppkey = $t4.s_suppkey
+order by $t4.s_name
+return {"s_name": $t4.s_name, "s_address": $t4.s_address}
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/q21_suppliers_who_kept_orders_waiting.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/q21_suppliers_who_kept_orders_waiting.aql
new file mode 100644
index 0000000..e8bf676
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/q21_suppliers_who_kept_orders_waiting.aql
@@ -0,0 +1,222 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type RegionType as closed {
+	r_regionkey: int32, 
+	r_name: string, 
+	r_comment: string
+} 
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Supplier(SupplierType)
+  partitioned by key s_suppkey on group1;
+create dataset Region(RegionType) 
+  partitioned by key r_regionkey on group1;
+create dataset Nation(NationType) 
+  partitioned by key n_nationkey on group1;
+create dataset Part(PartType)
+  partitioned by key p_partkey on group1;
+create dataset Partsupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+create dataset Customer(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Supplier 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/supplier.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Region 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/region.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nation 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/nation.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Part 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/part.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Partsupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/partsupp.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Customer 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+
+write output to nc1:"rttest/tpch_q21_suppliers_who_kept_orders_waiting.adm";
+
+
+declare function tmp1()
+{
+for $l2 in 
+(
+	for $l in dataset('LineItem')
+	group by $l_orderkey1 := $l.l_orderkey, $l_suppkey1 := $l.l_suppkey with $l
+	return {
+		"l_orderkey": $l_orderkey1,
+		"l_suppkey": $l_suppkey1
+		} 
+)
+group by $l_orderkey := $l2.l_orderkey with $l2
+return {
+	"l_orderkey": $l_orderkey, 
+	"count_suppkey": count(for $i in $l2 return $i.l_suppkey), 
+	"max_suppkey": max(for $i in $l2 return $i.l_suppkey)
+}
+}
+
+declare function tmp2()
+{
+for $l2 in 
+(
+	for $l in dataset('LineItem')
+	where $l.l_receiptdate > $l.l_commitdate
+	group by $l_orderkey1 := $l.l_orderkey, $l_suppkey1 := $l.l_suppkey with $l
+	return {
+		"l_orderkey": $l_orderkey1,
+		"l_suppkey": $l_suppkey1
+		} 
+)
+group by $l_orderkey := $l2.l_orderkey with $l2
+return {
+"l_orderkey": $l_orderkey, 
+"count_suppkey": count(for $i in $l2 return $i.l_suppkey), 
+"max_suppkey": max(for $i in $l2 return $i.l_suppkey)
+}
+}
+
+for $t4 in (
+for $t3 in (
+	for $l in dataset('LineItem')
+	for $ns in (
+		for $n in dataset('Nation')
+		for $s in dataset('Supplier')
+			where $s.s_nationkey = $n.n_nationkey
+		return {"s_name": $s.s_name, "s_suppkey": $s.s_suppkey}
+	)
+	where $ns.s_suppkey = $l.l_suppkey and $l.l_receiptdate > $l.l_commitdate
+
+	for $o in dataset('Orders')
+	where $o.o_orderkey = $l.l_orderkey
+
+	for $t1 in tmp1()
+	where $l.l_orderkey = $t1.l_orderkey
+	
+	return {"s_name": $ns.s_name, "l_orderkey": $t1.l_orderkey, "l_suppkey": $l.l_suppkey}
+)
+
+for $t2 in tmp2() 
+			where $t2.count_suppkey >= 0 and $t3.l_orderkey = $t2.l_orderkey
+			
+return {
+"s_name": $t3.s_name,
+"l_suppkey": $t3.l_suppkey,
+"l_orderkey": $t2.l_orderkey,
+"count_suppkey": $t2.count_suppkey, 
+"max_suppkey": $t2.max_suppkey
+} )
+group by $s_name := $t4.s_name with $t4
+let $numwait := count($t4)
+order by $numwait desc, $s_name
+return {
+"s_name": $s_name,
+"numwait": $numwait
+}
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/q22_global_sales_opportunity.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/q22_global_sales_opportunity.aql
new file mode 100644
index 0000000..3f96e89
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/q22_global_sales_opportunity.aql
@@ -0,0 +1,174 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type RegionType as closed {
+	r_regionkey: int32, 
+	r_name: string, 
+	r_comment: string
+} 
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Supplier(SupplierType)
+  partitioned by key s_suppkey on group1;
+create dataset Region(RegionType) 
+  partitioned by key r_regionkey on group1;
+create dataset Nation(NationType) 
+  partitioned by key n_nationkey on group1;
+create dataset Part(PartType)
+  partitioned by key p_partkey on group1;
+create dataset Partsupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+create dataset Customer(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Supplier 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/supplier.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Region 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/region.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nation 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/nation.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Part 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/part.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Partsupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/partsupp.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Customer 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+
+write output to nc1:"rttest/tpch_q22_global_sales_opportunity.adm";
+  
+  
+declare function q22_customer_tmp(){
+for $c in dataset('Customer')
+return {
+"c_acctbal": $c.c_acctbal,
+"c_custkey": $c.c_custkey,
+"cntrycode": substring($c.c_phone, 1, 2)
+}
+}
+
+
+let $avg := avg( for $c in dataset('Customer')
+					where $c.c_acctbal > 0.00
+				 return $c.c_acctbal
+				)
+for $ct in q22_customer_tmp()
+where $ct.c_acctbal > $avg
+
+group by $cntrycode := $ct.cntrycode with $ct
+order by $cntrycode
+
+return {
+"cntrycode": $cntrycode, 
+"numcust": count($ct), 
+"totacctbal": sum(for $i in $ct return $i.c_acctbal)
+}
+
+
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/q2_minimum_cost_supplier.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/q2_minimum_cost_supplier.aql
new file mode 100644
index 0000000..1b87727
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/q2_minimum_cost_supplier.aql
@@ -0,0 +1,245 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type RegionType as closed {
+	r_regionkey: int32, 
+	r_name: string, 
+	r_comment: string
+} 
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Supplier(SupplierType)
+  partitioned by key s_suppkey on group1;
+create dataset Region(RegionType) 
+  partitioned by key r_regionkey on group1;
+create dataset Nation(NationType) 
+  partitioned by key n_nationkey on group1;
+create dataset Part(PartType)
+  partitioned by key p_partkey on group1;
+create dataset Partsupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+create dataset Customer(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Supplier 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/supplier.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Region 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/region.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nation 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/nation.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Part 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/part.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Partsupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/partsupp.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Customer 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+write output to nc1:"rttest/tpch_q2_minimum_cost_supplier.adm";
+
+declare function tmp1(){
+for $p in dataset('Part')
+for $pssrn in 
+(
+	for $ps in dataset('Partsupp')
+	for $srn in 
+		(
+		for $s in dataset('Supplier')
+		 for $rn in
+			(
+			for $r in dataset('Region')
+			for $n in dataset('Nation')
+			where $n.n_regionkey = $r.r_regionkey and $r.r_name = 'EUROPE' 
+			return {"n_nationkey": $n.n_nationkey, "n_name": $n.n_name}
+			)
+		 where $s.s_nationkey = $rn.n_nationkey
+		 return {"s_suppkey": $s.s_suppkey, "n_name": $rn.n_name,
+		 		"s_name": $s.s_name,
+		 		"s_acctbal": $s.s_acctbal,
+		 		"s_address": $s.s_address, 
+				"s_phone": $s.s_phone, 
+				"s_comment": $s.s_comment}
+		)
+	where $srn.s_suppkey = $ps.ps_suppkey
+	return {"n_name": $srn.n_name, "p_partkey": $ps.ps_partkey, "ps_supplycost": $ps.ps_supplycost,
+			"s_name": $srn.s_name,
+			"s_acctbal": $srn.s_acctbal,
+		 	"s_address":  $srn.s_address, 
+			"s_phone":  $srn.s_phone, 
+			"s_comment":  $srn.s_comment}
+) 
+where $p.p_partkey = $pssrn.p_partkey and like($p.p_type, '%BRASS') 
+return 
+{"s_acctbal": $pssrn.s_acctbal, 
+"s_name": $pssrn.s_name, 
+"n_name": $pssrn.n_name, 
+"p_partkey": $p.p_partkey, 
+"ps_supplycost": $pssrn.ps_supplycost, 
+"p_mfgr": $p.p_mfgr, 
+"s_address":  $pssrn.s_address, 
+"s_phone":  $pssrn.s_phone, 
+"s_comment":  $pssrn.s_comment
+}
+}
+
+declare function tmp2(){
+for $p in dataset('Part')
+for $pssrn in 
+(
+	for $ps in dataset('Partsupp')
+	for $srn in 
+		(
+		for $s in dataset('Supplier')
+		 for $rn in
+			(
+			for $r in dataset('Region')
+			for $n in dataset('Nation')
+			where $n.n_regionkey = $r.r_regionkey and $r.r_name = 'EUROPE' 
+			return {"n_nationkey": $n.n_nationkey, "n_name": $n.n_name}
+			)
+		 where $s.s_nationkey = $rn.n_nationkey
+		 return {"s_suppkey": $s.s_suppkey, "n_name": $rn.n_name,
+		 		"s_name": $s.s_name,
+		 		"s_acctbal": $s.s_acctbal,
+		 		"s_address": $s.s_address, 
+				"s_phone": $s.s_phone, 
+				"s_comment": $s.s_comment}
+		)
+	where $srn.s_suppkey = $ps.ps_suppkey
+	return {"n_name": $srn.n_name, "p_partkey": $ps.ps_partkey, "ps_supplycost": $ps.ps_supplycost,
+			"s_name": $srn.s_name,
+			"s_acctbal": $srn.s_acctbal,
+		 	"s_address":  $srn.s_address, 
+			"s_phone":  $srn.s_phone, 
+			"s_comment":  $srn.s_comment}
+)
+where $p.p_partkey = $pssrn.p_partkey and like($p.p_type, '%BRASS') 
+/*+ hash*/
+group by $p_partkey := $pssrn.p_partkey
+with $pssrn
+return {"p_partkey": $p_partkey, 
+"ps_min_supplycost": min(for $i in $pssrn return $i.ps_supplycost)
+}
+}
+
+for $t2 in tmp2()
+for $t1 in tmp1()
+where $t1.p_partkey = $t2.p_partkey and $t1.ps_supplycost = $t2.ps_min_supplycost
+order by $t1.s_acctbal desc, $t1.n_name, $t1.s_name, $t1.p_partkey
+limit 100
+return 
+{
+"s_acctbal":$t1.s_acctbal, 
+"s_name":$t1.s_name, 
+"n_name":$t1.n_name, 
+"p_partkey":$t1.p_partkey, 
+"p_mfgr":$t1.p_mfgr, 
+"s_address":$t1.s_address, 
+"s_phone":$t1.s_phone, 
+"s_comment":$t1.s_comment
+} 
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/q3_shipping_priority_nt.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/q3_shipping_priority_nt.aql
new file mode 100644
index 0000000..3152a4b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/q3_shipping_priority_nt.aql
@@ -0,0 +1,148 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type RegionType as closed {
+	r_regionkey: int32, 
+	r_name: string, 
+	r_comment: string
+} 
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Supplier(SupplierType)
+  partitioned by key s_suppkey on group1;
+create dataset Region(RegionType) 
+  partitioned by key r_regionkey on group1;
+create dataset Nation(NationType) 
+  partitioned by key n_nationkey on group1;
+create dataset Part(PartType)
+  partitioned by key p_partkey on group1;
+create dataset Partsupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+create dataset Customer(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Customer 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+write output to nc1:"rttest/tpch_q3_shipping_priority_nt.adm";
+
+for $c in dataset('Customer')
+for $o in dataset('Orders')
+where
+  $c.c_mktsegment = 'BUILDING' and $c.c_custkey = $o.o_custkey 
+for $l in dataset('LineItem')
+where
+  $l.l_orderkey = $o.o_orderkey and
+  $o.o_orderdate < '1995-03-15' and $l.l_shipdate > '1995-03-15'
+/*+ hash*/
+group by $l_orderkey := $l.l_orderkey, $o_orderdate := $o.o_orderdate, $o_shippriority := $o.o_shippriority
+  with $l
+let $revenue := sum (
+  for $i in $l 
+  return 
+    $i.l_extendedprice * (1 - $i.l_discount)
+)
+order by $revenue desc, $o_orderdate
+limit 10
+return {  
+  "l_orderkey": $l_orderkey,
+  "revenue": $revenue,
+  "o_orderdate": $o_orderdate,
+  "o_shippriority": $o_shippriority 
+}
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/q4_order_priority.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/q4_order_priority.aql
new file mode 100644
index 0000000..a616f1c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/q4_order_priority.aql
@@ -0,0 +1,166 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type RegionType as closed {
+	r_regionkey: int32, 
+	r_name: string, 
+	r_comment: string
+} 
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Supplier(SupplierType)
+  partitioned by key s_suppkey on group1;
+create dataset Region(RegionType) 
+  partitioned by key r_regionkey on group1;
+create dataset Nation(NationType) 
+  partitioned by key n_nationkey on group1;
+create dataset Part(PartType)
+  partitioned by key p_partkey on group1;
+create dataset Partsupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+create dataset Customer(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Supplier 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/supplier.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Region 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/region.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nation 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/nation.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Part 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/part.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Partsupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/partsupp.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Customer 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+write output to nc1:"rttest/tpch_q4_order_priority.adm";
+
+declare function tmp()
+{
+for $l in dataset('LineItem')
+where $l.l_commitdate<$l.l_receiptdate
+distinct by $l.l_orderkey
+return {"o_orderkey": $l.l_orderkey}
+}
+
+for $o in dataset('Orders')
+for $t in tmp()
+where
+$o.o_orderkey = $t.o_orderkey and 
+$o.o_orderdate >= '1993-07-01' and $o.o_orderdate < '1993-10-01' 
+group by $o_orderpriority := $o.o_orderpriority 
+with $o
+order by $o_orderpriority
+return 
+{
+"order_priority": $o_orderpriority,
+"count": count($o)
+}
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/q5_local_supplier_volume.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/q5_local_supplier_volume.aql
new file mode 100644
index 0000000..3a5650f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/q5_local_supplier_volume.aql
@@ -0,0 +1,180 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type RegionType as closed {
+	r_regionkey: int32, 
+	r_name: string, 
+	r_comment: string
+} 
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Supplier(SupplierType)
+  partitioned by key s_suppkey on group1;
+create dataset Region(RegionType) 
+  partitioned by key r_regionkey on group1;
+create dataset Nation(NationType) 
+  partitioned by key n_nationkey on group1;
+create dataset Part(PartType)
+  partitioned by key p_partkey on group1;
+create dataset Partsupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+create dataset Customer(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Supplier 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/supplier.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Region 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/region.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nation 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/nation.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Part 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/part.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Partsupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/partsupp.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Customer 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+
+write output to nc1:"rttest/tpch_q5_local_supplier_volume.adm";
+
+
+
+for $c in dataset('Customer')
+for $o1 in 
+(  for $o in dataset('Orders')
+   for $l1 in (
+     for $l in dataset('LineItem')
+     for $s1 in 
+     (  for $s in dataset('Supplier')
+        for $n1 in 
+        (  for $n in dataset('Nation')
+           for $r in dataset('Region')
+             where $n.n_regionkey = $r.r_regionkey
+           return 
+              {"n_name": $n.n_name, "n_nationkey": $n.n_nationkey}  )
+        where $s.s_nationkey = $n1.n_nationkey
+        return 
+           { "n_name": $n1.n_name, "s_suppkey": $s.s_suppkey, "s_nationkey": $s.s_nationkey }  )
+     where $l.l_suppkey = $s1.s_suppkey      
+     return 
+        { "n_name": $s1.n_name, "l_extendedprice": $l.l_extendedprice, "l_discount": $l.l_discount, "l_orderkey": $l.l_orderkey, "s_nationkey": $s1.s_nationkey }  )
+   where $l1.l_orderkey = $o.o_orderkey and $o.o_orderdate >= '1990-01-01' and $o.o_orderdate < '1995-01-01'
+   return 
+     { "n_name": $l1.n_name, "l_extendedprice": $l1.l_extendedprice, "l_discount": $l1.l_discount, "s_nationkey": $l1.s_nationkey, "o_custkey": $o.o_custkey }  )
+where $c.c_nationkey = $o1.s_nationkey and $c.c_custkey = $o1.o_custkey
+/*+ hash*/     
+group by $n_name := $o1.n_name with $o1
+let $revenue := sum (
+  for $i in $o1 
+  return 
+    $i.l_extendedprice * (1 - $i.l_discount)
+)
+order by $revenue desc
+return 
+  { "n_name": $n_name, "revenue": $revenue }
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/q6_forecast_revenue_change.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/q6_forecast_revenue_change.aql
new file mode 100644
index 0000000..ea05231
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/q6_forecast_revenue_change.aql
@@ -0,0 +1,156 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type RegionType as closed {
+	r_regionkey: int32, 
+	r_name: string, 
+	r_comment: string
+} 
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Supplier(SupplierType)
+  partitioned by key s_suppkey on group1;
+create dataset Region(RegionType) 
+  partitioned by key r_regionkey on group1;
+create dataset Nation(NationType) 
+  partitioned by key n_nationkey on group1;
+create dataset Part(PartType)
+  partitioned by key p_partkey on group1;
+create dataset Partsupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+create dataset Customer(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Supplier 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/supplier.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Region 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/region.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nation 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/nation.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Part 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/part.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Partsupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/partsupp.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Customer 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+write output to nc1:"rttest/tpch_q6_forecast_revenue_change.adm";
+
+let $revenue := sum(
+for $l in dataset('LineItem')
+where 
+  $l.l_shipdate >= '1994-01-01'
+  and $l.l_shipdate < '1995-01-01'
+  and $l.l_discount >= 0.05 and $l.l_discount <= 0.07
+  and $l.l_quantity < 24
+return $l.l_extendedprice * $l.l_discount
+)
+return {
+"revenue": $revenue
+}
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/q7_volume_shipping.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/q7_volume_shipping.aql
new file mode 100644
index 0000000..c603a75
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/q7_volume_shipping.aql
@@ -0,0 +1,212 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type RegionType as closed {
+	r_regionkey: int32, 
+	r_name: string, 
+	r_comment: string
+} 
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Supplier(SupplierType)
+  partitioned by key s_suppkey on group1;
+create dataset Region(RegionType) 
+  partitioned by key r_regionkey on group1;
+create dataset Nation(NationType) 
+  partitioned by key n_nationkey on group1;
+create dataset Part(PartType)
+  partitioned by key p_partkey on group1;
+create dataset Partsupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+create dataset Customer(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Supplier 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/supplier.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Region 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/region.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nation 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/nation.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Part 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/part.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Partsupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/partsupp.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Customer 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+write output to nc1:"rttest/tpch_q7_volume_shipping.adm";
+
+declare function q7_volume_shipping_tmp(){
+for $n1 in dataset('Nation') 
+for $n2 in dataset('Nation')
+   where $n2.n_name='GERMANY' or $n1.n_name='GERMANY' 
+return 
+{
+ 	"supp_nation": $n1.n_name, 
+ 	"cust_nation": $n2.n_name, 
+ 	"s_nationkey": $n1.n_nationkey,      
+    "c_nationkey": $n2.n_nationkey
+}
+}
+
+for $locs in (
+	for $loc in (
+		for $lo in 
+		(
+			for $l in dataset('LineItem')
+			for $o in dataset('Orders')
+			where 
+				$o.o_orderkey = $l.l_orderkey and $l.l_shipdate >= '1992-01-01' 
+				and $l.l_shipdate <= '1996-12-31'
+			return
+			{
+			"l_shipdate": $l.l_shipdate, 
+			"l_extendedprice": $l.l_extendedprice, 
+			"l_discount": $l.l_discount, 
+			"l_suppkey": $l.l_suppkey, 
+			"o_custkey": $o.o_custkey 
+			}
+		)
+		for $c in dataset('Customer')
+		where
+			$c.c_custkey = $lo.o_custkey
+		return 
+		{
+		"l_shipdate": $lo.l_shipdate, 
+		"l_extendedprice": $lo.l_extendedprice, 
+		"l_discount": $lo.l_discount, 
+		"l_suppkey": $lo.l_suppkey, 
+		"c_nationkey": $c.c_nationkey 
+		}
+	)
+	for $s in dataset('Supplier')
+	where
+		$s.s_suppkey = $loc.l_suppkey
+	return {
+	"l_shipdate": $loc.l_shipdate, 
+	"l_extendedprice": $loc.l_extendedprice, 
+	"l_discount": $loc.l_discount, 
+	"c_nationkey": $loc.c_nationkey, 
+	"s_nationkey": $s.s_nationkey
+	}
+)
+for $t in q7_volume_shipping_tmp()
+where
+	$locs.c_nationkey = $t.c_nationkey and $locs.s_nationkey = $t.s_nationkey
+let $l_year0 := year($locs.l_shipdate)
+group by $supp_nation := $t.supp_nation, $cust_nation := $t.cust_nation, $l_year := $l_year0
+with $locs
+let $revenue := sum(for $i in $locs return $i.l_extendedprice * (1 - $i.l_discount))
+order by $supp_nation, $cust_nation, $l_year
+return {
+	"supp_nation": $supp_nation, 
+	"cust_nation": $cust_nation, 
+	"l_year": $l_year,
+	"revenue": $revenue
+}
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/q8_national_market_share.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/q8_national_market_share.aql
new file mode 100644
index 0000000..bea39bf
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/q8_national_market_share.aql
@@ -0,0 +1,215 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type RegionType as closed {
+	r_regionkey: int32, 
+	r_name: string, 
+	r_comment: string
+} 
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Supplier(SupplierType)
+  partitioned by key s_suppkey on group1;
+create dataset Region(RegionType) 
+  partitioned by key r_regionkey on group1;
+create dataset Nation(NationType) 
+  partitioned by key n_nationkey on group1;
+create dataset Part(PartType)
+  partitioned by key p_partkey on group1;
+create dataset Partsupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+create dataset Customer(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Supplier 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/supplier.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Region 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/region.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nation 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/nation.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Part 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/part.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Partsupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/partsupp.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Customer 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+write output to nc1:"rttest/tpch_q8_national_market_share.adm";
+
+
+for $t in (
+for $slnrcop in 
+(for $s in dataset("Supplier")
+for $lnrcop in
+(
+for $lnrco in
+(
+for $l in dataset('LineItem')
+for $nrco in (
+	for $o in dataset('Orders')
+	for $nrc in (
+		for $c in dataset('Customer')
+		for $nr in (
+			for $n1 in dataset('Nation')
+			for $r1 in dataset('Region')
+				where $n1.n_regionkey = $r1.r_regionkey and $r1.r_name = 'AMERICA'
+			return {"n_nationkey": $n1.n_nationkey}
+		)
+		where $c.c_nationkey = $nr.n_nationkey
+		return {"c_custkey": $c.c_custkey}
+	)
+	where $nrc.c_custkey = $o.o_custkey
+	return {
+		"o_orderdate" : $o.o_orderdate, 
+		"o_orderkey": $o.o_orderkey 
+	}
+)
+where $l.l_orderkey = $nrco.o_orderkey and $nrco.o_orderdate >= '1995-01-01' 
+                         and $nrco.o_orderdate < '1996-12-31'
+return {
+  "o_orderdate": $nrco.o_orderdate, 
+  "l_partkey": $l.l_partkey, 
+  "l_discount": $l.l_discount, 
+  "l_extendedprice": $l.l_extendedprice, 
+  "l_suppkey": $l.l_suppkey
+})
+for $p in dataset("Part")
+where $p.p_partkey = $lnrco.l_partkey and $p.p_type = 'ECONOMY ANODIZED STEEL'
+return {
+	"o_orderdate": $lnrco.o_orderdate, 
+	"l_discount": $lnrco.l_discount, 
+	"l_extendedprice": $lnrco.l_extendedprice, 
+	"l_suppkey": $lnrco.l_suppkey 
+}
+)
+where $s.s_suppkey = $lnrcop.l_suppkey
+return {
+	"o_orderdate": $lnrcop.o_orderdate, 
+	"l_discount": $lnrcop.l_discount, 
+	"l_extendedprice": $lnrcop.l_extendedprice, 
+	"l_suppkey": $lnrcop.l_suppkey, 
+	"s_nationkey": $s.s_nationkey
+})
+
+for $n2 in dataset('Nation')
+where $slnrcop.s_nationkey = $n2.n_nationkey
+let $o_year := year($slnrcop.o_orderdate)
+return {
+  "year": $o_year,
+  "revenue": $slnrcop.l_extendedprice *(1-$slnrcop.l_discount),
+  "s_name": $n2.n_name
+})
+group by $year := $t.year with $t
+order by $year
+return {
+	"year": $year,
+	"mkt_share":sum(for $i in $t return switch-case($i.s_name='BRAZIL', true, $i.revenue, false, 0.0))/ 
+				sum(for $i in $t return $i.revenue)
+}
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/tpch/q9_product_type_profit_nt.aql b/asterix-app/src/test/resources/runtimets/queries/tpch/q9_product_type_profit_nt.aql
new file mode 100644
index 0000000..9d83747
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/tpch/q9_product_type_profit_nt.aql
@@ -0,0 +1,184 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+  
+
+use dataverse tpch;
+
+create type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: int32, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+create type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+create type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+create type RegionType as closed {
+	r_regionkey: int32, 
+	r_name: string, 
+	r_comment: string
+} 
+
+create type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+create type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+create dataset Supplier(SupplierType)
+  partitioned by key s_suppkey on group1;
+create dataset Region(RegionType) 
+  partitioned by key r_regionkey on group1;
+create dataset Nation(NationType) 
+  partitioned by key n_nationkey on group1;
+create dataset Part(PartType)
+  partitioned by key p_partkey on group1;
+create dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+create dataset Customer(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Supplier 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/supplier.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Region 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/region.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nation 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/nation.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Part 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/part.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset PartSupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/partsupp.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Customer 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+  
+write output to nc1:"rttest/tpch_q9_product_type_profit_nt.adm";
+
+                
+for $profit in 
+(  for $o in dataset('Orders')
+   for $l3 in 
+   (  for $p in dataset('Part')
+      for $l2 in 
+      (  for $ps in dataset('PartSupp')
+         for $l1 in 
+        (  for $s1 in
+            (  for $s in dataset('Supplier')
+               for $n in dataset('Nation')
+               where $n.n_nationkey = $s.s_nationkey
+               return 
+                 { "s_suppkey": $s.s_suppkey, "n_name": $n.n_name}  )
+            for $l in dataset('LineItem')
+            where $s1.s_suppkey = $l.l_suppkey       
+            return 
+              { "l_suppkey": $l.l_suppkey, "l_extendedprice": $l.l_extendedprice, "l_discount": $l.l_discount,
+                "l_quantity": $l.l_quantity, "l_partkey": $l.l_partkey, "l_orderkey": $l.l_orderkey, "n_name": $s1.n_name } )
+         where $ps.ps_suppkey = $l1.l_suppkey and $ps.ps_partkey = $l1.l_partkey       
+         return 
+           { "l_extendedprice": $l1.l_extendedprice, "l_discount": $l1.l_discount, "l_quantity": $l1.l_quantity, 
+             "l_partkey": $l1.l_partkey, "l_orderkey": $l1.l_orderkey, "n_name": $l1.n_name, "ps_supplycost": $ps.ps_supplycost }  )
+      where contains($p.p_name, 'green') and $p.p_partkey = $l2.l_partkey    
+      return 
+        { "l_extendedprice": $l2.l_extendedprice, "l_discount": $l2.l_discount, "l_quantity": $l2.l_quantity, 
+          "l_orderkey": $l2.l_orderkey, "n_name": $l2.n_name, "ps_supplycost": $l2.ps_supplycost  }  )
+   where $o.o_orderkey = $l3.l_orderkey
+   let $amount := $l3.l_extendedprice * (1 - $l3.l_discount) -  $l3.ps_supplycost * $l3.l_quantity 
+   let $o_year := year($o.o_orderdate)
+   return 
+     { "nation": $l3.n_name, "o_year": $o_year, "amount": $amount }  )
+ group by $nation := $profit.nation, $o_year := $profit.o_year with $profit
+ order by $nation, $o_year desc
+ return 
+   { "nation": $nation, 
+     "o_year": $o_year, 
+      "sum_profit": sum( for $pr in $profit return $pr.amount )  }    
+   
diff --git a/asterix-app/src/test/resources/runtimets/queries/writers/print_01.aql b/asterix-app/src/test/resources/runtimets/queries/writers/print_01.aql
new file mode 100644
index 0000000..dcdc3ee
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/writers/print_01.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/writers_print_01.adm" using "edu.uci.ics.hyracks.algebricks.core.algebra.runtime.writers.PrinterBasedWriterFactory";
+
+for $x in ["foo", "bar"]
+return $x
diff --git a/asterix-app/src/test/resources/runtimets/queries/writers/serialized_01.aql b/asterix-app/src/test/resources/runtimets/queries/writers/serialized_01.aql
new file mode 100644
index 0000000..fd35a0f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/writers/serialized_01.aql
@@ -0,0 +1,10 @@
+drop dataverse test if exists;
+
+create dataverse test;
+
+use dataverse test;
+
+write output to nc1:"rttest/writers_serialized_01.adm" using "edu.uci.ics.hyracks.algebricks.core.algebra.runtime.writers.SerializedDataWriterFactory";
+
+for $x in ["foo", "bar"]
+return $x
diff --git a/asterix-app/src/test/resources/runtimets/queries/year_01.aql b/asterix-app/src/test/resources/runtimets/queries/year_01.aql
new file mode 100644
index 0000000..da93e96
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/year_01.aql
@@ -0,0 +1,6 @@
+drop dataverse test if exists;
+create dataverse test;
+
+write output to nc1:"rttest/year_01.adm";
+
+year("1996-12-01")
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/avg_double.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_double.adm
new file mode 100644
index 0000000..7d61c83
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_double.adm
@@ -0,0 +1 @@
+2.0d
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/avg_double_null.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_double_null.adm
new file mode 100644
index 0000000..a957d23
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_double_null.adm
@@ -0,0 +1 @@
+{ "average": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/avg_float.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_float.adm
new file mode 100644
index 0000000..7d61c83
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_float.adm
@@ -0,0 +1 @@
+2.0d
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/avg_float_null.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_float_null.adm
new file mode 100644
index 0000000..a957d23
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_float_null.adm
@@ -0,0 +1 @@
+{ "average": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int16.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int16.adm
new file mode 100644
index 0000000..7d61c83
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int16.adm
@@ -0,0 +1 @@
+2.0d
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int16_null.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int16_null.adm
new file mode 100644
index 0000000..a957d23
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int16_null.adm
@@ -0,0 +1 @@
+{ "average": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int32.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int32.adm
new file mode 100644
index 0000000..7d61c83
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int32.adm
@@ -0,0 +1 @@
+2.0d
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int32_null.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int32_null.adm
new file mode 100644
index 0000000..a957d23
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int32_null.adm
@@ -0,0 +1 @@
+{ "average": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int64.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int64.adm
new file mode 100644
index 0000000..7d61c83
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int64.adm
@@ -0,0 +1 @@
+2.0d
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int64_null.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int64_null.adm
new file mode 100644
index 0000000..a957d23
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int64_null.adm
@@ -0,0 +1 @@
+{ "average": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int8.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int8.adm
new file mode 100644
index 0000000..7d61c83
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int8.adm
@@ -0,0 +1 @@
+2.0d
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int8_null.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int8_null.adm
new file mode 100644
index 0000000..a957d23
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/avg_int8_null.adm
@@ -0,0 +1 @@
+{ "average": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/count_01.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/count_01.adm
new file mode 100644
index 0000000..e440e5c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/count_01.adm
@@ -0,0 +1 @@
+3
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/count_null.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/count_null.adm
new file mode 100644
index 0000000..df462fe
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/count_null.adm
@@ -0,0 +1 @@
+{ "count": 2 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/global-avg_01.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/global-avg_01.adm
new file mode 100644
index 0000000..e64425e
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/global-avg_01.adm
@@ -0,0 +1 @@
+2.0d
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/global-avg_null.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/global-avg_null.adm
new file mode 100644
index 0000000..c7855a1
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/global-avg_null.adm
@@ -0,0 +1 @@
+{ "global-average": null }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_double.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_double.adm
new file mode 100644
index 0000000..83e5c46
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_double.adm
@@ -0,0 +1 @@
+{ "sum": 6.0d, "count": 3 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_double_null.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_double_null.adm
new file mode 100644
index 0000000..8649548
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_double_null.adm
@@ -0,0 +1 @@
+{ "sum": null, "count": 2 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_float.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_float.adm
new file mode 100644
index 0000000..83e5c46
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_float.adm
@@ -0,0 +1 @@
+{ "sum": 6.0d, "count": 3 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_float_null.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_float_null.adm
new file mode 100644
index 0000000..8649548
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_float_null.adm
@@ -0,0 +1 @@
+{ "sum": null, "count": 2 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int16.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int16.adm
new file mode 100644
index 0000000..83e5c46
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int16.adm
@@ -0,0 +1 @@
+{ "sum": 6.0d, "count": 3 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int16_null.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int16_null.adm
new file mode 100644
index 0000000..8649548
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int16_null.adm
@@ -0,0 +1 @@
+{ "sum": null, "count": 2 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int32.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int32.adm
new file mode 100644
index 0000000..83e5c46
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int32.adm
@@ -0,0 +1 @@
+{ "sum": 6.0d, "count": 3 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int32_null.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int32_null.adm
new file mode 100644
index 0000000..8649548
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int32_null.adm
@@ -0,0 +1 @@
+{ "sum": null, "count": 2 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int64.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int64.adm
new file mode 100644
index 0000000..83e5c46
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int64.adm
@@ -0,0 +1 @@
+{ "sum": 6.0d, "count": 3 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int64_null.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int64_null.adm
new file mode 100644
index 0000000..8649548
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int64_null.adm
@@ -0,0 +1 @@
+{ "sum": null, "count": 2 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int8.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int8.adm
new file mode 100644
index 0000000..83e5c46
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int8.adm
@@ -0,0 +1 @@
+{ "sum": 6.0d, "count": 3 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int8_null.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int8_null.adm
new file mode 100644
index 0000000..8649548
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/local-avg_int8_null.adm
@@ -0,0 +1 @@
+{ "sum": null, "count": 2 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/sum_double.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_double.adm
new file mode 100644
index 0000000..617fd08
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_double.adm
@@ -0,0 +1 @@
+6.0d
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/sum_double_null.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_double_null.adm
new file mode 100644
index 0000000..ec747fa
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_double_null.adm
@@ -0,0 +1 @@
+null
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/sum_float.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_float.adm
new file mode 100644
index 0000000..d840134
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_float.adm
@@ -0,0 +1 @@
+6.0f
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/sum_float_null.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_float_null.adm
new file mode 100644
index 0000000..ec747fa
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_float_null.adm
@@ -0,0 +1 @@
+null
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int16.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int16.adm
new file mode 100644
index 0000000..903de17
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int16.adm
@@ -0,0 +1 @@
+6i16
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int16_null.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int16_null.adm
new file mode 100644
index 0000000..ec747fa
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int16_null.adm
@@ -0,0 +1 @@
+null
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int32.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int32.adm
new file mode 100644
index 0000000..1e8b314
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int32.adm
@@ -0,0 +1 @@
+6
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int32_null.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int32_null.adm
new file mode 100644
index 0000000..ec747fa
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int32_null.adm
@@ -0,0 +1 @@
+null
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int64.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int64.adm
new file mode 100644
index 0000000..1d21ae2
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int64.adm
@@ -0,0 +1 @@
+6i64
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int64_null.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int64_null.adm
new file mode 100644
index 0000000..ec747fa
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int64_null.adm
@@ -0,0 +1 @@
+null
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int8.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int8.adm
new file mode 100644
index 0000000..7f3e31c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int8.adm
@@ -0,0 +1 @@
+6i8
diff --git a/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int8_null.adm b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int8_null.adm
new file mode 100644
index 0000000..19765bd
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/aggregate/sum_int8_null.adm
@@ -0,0 +1 @@
+null
diff --git a/asterix-app/src/test/resources/runtimets/results/boolean/and_01.adm b/asterix-app/src/test/resources/runtimets/results/boolean/and_01.adm
new file mode 100644
index 0000000..02e4a84
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/boolean/and_01.adm
@@ -0,0 +1 @@
+false
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/boolean/and_null.adm b/asterix-app/src/test/resources/runtimets/results/boolean/and_null.adm
new file mode 100644
index 0000000..ec747fa
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/boolean/and_null.adm
@@ -0,0 +1 @@
+null
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/boolean/and_null_false.adm b/asterix-app/src/test/resources/runtimets/results/boolean/and_null_false.adm
new file mode 100644
index 0000000..02e4a84
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/boolean/and_null_false.adm
@@ -0,0 +1 @@
+false
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/boolean/not_01.adm b/asterix-app/src/test/resources/runtimets/results/boolean/not_01.adm
new file mode 100644
index 0000000..19eb856
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/boolean/not_01.adm
@@ -0,0 +1 @@
+{ "not_x": false, "not_y": true, "not_z": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/datetime_order.adm b/asterix-app/src/test/resources/runtimets/results/comparison/datetime_order.adm
new file mode 100644
index 0000000..14f3ab1
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/datetime_order.adm
@@ -0,0 +1,5 @@
+datetime("2005-01-01T00:00:00:000+04:00")
+datetime("2012-01-01T00:00:00:000+00:00")
+datetime("2011-12-31T14:00:00:000-10:00")
+datetime("2011-12-31T13:00:00:000-11:00")
+datetime("2012-04-06T00:00:00:000+00:00")
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/datetime_tzeq.adm b/asterix-app/src/test/resources/runtimets/results/comparison/datetime_tzeq.adm
new file mode 100644
index 0000000..5dc225e
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/datetime_tzeq.adm
@@ -0,0 +1 @@
+[ true ]
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/double.adm b/asterix-app/src/test/resources/runtimets/results/comparison/double.adm
new file mode 100644
index 0000000..5828c77
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/double.adm
@@ -0,0 +1 @@
+{ "result1": false, "result2": false, "result3": true, "result4": true, "result5": false, "result6": false }
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/double_gte_01.adm b/asterix-app/src/test/resources/runtimets/results/comparison/double_gte_01.adm
new file mode 100644
index 0000000..691fcdb
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/double_gte_01.adm
@@ -0,0 +1,2 @@
+0.9d
+0.901d
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/double_null.adm b/asterix-app/src/test/resources/runtimets/results/comparison/double_null.adm
new file mode 100644
index 0000000..9f32100
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/double_null.adm
@@ -0,0 +1 @@
+{ "result1": null, "result2": null, "result3": null, "result4": null, "result5": null, "result6": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/eq_01.adm b/asterix-app/src/test/resources/runtimets/results/comparison/eq_01.adm
new file mode 100644
index 0000000..451c1a5
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/eq_01.adm
@@ -0,0 +1,2 @@
+2
+2
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/float.adm b/asterix-app/src/test/resources/runtimets/results/comparison/float.adm
new file mode 100644
index 0000000..38c3dd3
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/float.adm
@@ -0,0 +1 @@
+{ "result1": false, "result2": false, "result3": true, "result4": true, "result5": true, "result6": true }
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/float_null.adm b/asterix-app/src/test/resources/runtimets/results/comparison/float_null.adm
new file mode 100644
index 0000000..9f32100
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/float_null.adm
@@ -0,0 +1 @@
+{ "result1": null, "result2": null, "result3": null, "result4": null, "result5": null, "result6": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/gt_01.adm b/asterix-app/src/test/resources/runtimets/results/comparison/gt_01.adm
new file mode 100644
index 0000000..446a462
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/gt_01.adm
@@ -0,0 +1,2 @@
+3
+2
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/gte_01.adm b/asterix-app/src/test/resources/runtimets/results/comparison/gte_01.adm
new file mode 100644
index 0000000..446a462
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/gte_01.adm
@@ -0,0 +1,2 @@
+3
+2
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/int16.adm b/asterix-app/src/test/resources/runtimets/results/comparison/int16.adm
new file mode 100644
index 0000000..9bf0cea
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/int16.adm
@@ -0,0 +1 @@
+{ "result1": true, "result2": true, "result3": true, "result4": false, "result5": false, "result6": true }
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/int16_null.adm b/asterix-app/src/test/resources/runtimets/results/comparison/int16_null.adm
new file mode 100644
index 0000000..9f32100
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/int16_null.adm
@@ -0,0 +1 @@
+{ "result1": null, "result2": null, "result3": null, "result4": null, "result5": null, "result6": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/int32.adm b/asterix-app/src/test/resources/runtimets/results/comparison/int32.adm
new file mode 100644
index 0000000..4b4b602
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/int32.adm
@@ -0,0 +1 @@
+{ "result1": true, "result2": true, "result3": false, "result4": false, "result5": false, "result6": true }
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/int32_null.adm b/asterix-app/src/test/resources/runtimets/results/comparison/int32_null.adm
new file mode 100644
index 0000000..9f32100
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/int32_null.adm
@@ -0,0 +1 @@
+{ "result1": null, "result2": null, "result3": null, "result4": null, "result5": null, "result6": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/int64.adm b/asterix-app/src/test/resources/runtimets/results/comparison/int64.adm
new file mode 100644
index 0000000..6126426
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/int64.adm
@@ -0,0 +1 @@
+{ "result1": false, "result2": false, "result3": true, "result4": false, "result5": false, "result6": true }
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/int64_null.adm b/asterix-app/src/test/resources/runtimets/results/comparison/int64_null.adm
new file mode 100644
index 0000000..9f32100
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/int64_null.adm
@@ -0,0 +1 @@
+{ "result1": null, "result2": null, "result3": null, "result4": null, "result5": null, "result6": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/int8.adm b/asterix-app/src/test/resources/runtimets/results/comparison/int8.adm
new file mode 100644
index 0000000..6126426
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/int8.adm
@@ -0,0 +1 @@
+{ "result1": false, "result2": false, "result3": true, "result4": false, "result5": false, "result6": true }
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/int8_null.adm b/asterix-app/src/test/resources/runtimets/results/comparison/int8_null.adm
new file mode 100644
index 0000000..9f32100
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/int8_null.adm
@@ -0,0 +1 @@
+{ "result1": null, "result2": null, "result3": null, "result4": null, "result5": null, "result6": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/lt_01.adm b/asterix-app/src/test/resources/runtimets/results/comparison/lt_01.adm
new file mode 100644
index 0000000..7a754f4
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/lt_01.adm
@@ -0,0 +1,2 @@
+1
+2
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/lte_01.adm b/asterix-app/src/test/resources/runtimets/results/comparison/lte_01.adm
new file mode 100644
index 0000000..7a754f4
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/lte_01.adm
@@ -0,0 +1,2 @@
+1
+2
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/neq_01.adm b/asterix-app/src/test/resources/runtimets/results/comparison/neq_01.adm
new file mode 100644
index 0000000..56a6051
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/neq_01.adm
@@ -0,0 +1 @@
+1
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/numeric-comparison_01.adm b/asterix-app/src/test/resources/runtimets/results/comparison/numeric-comparison_01.adm
new file mode 100644
index 0000000..6026afb
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/numeric-comparison_01.adm
@@ -0,0 +1,49 @@
+[ 1.1f, 1.1f, "=", true, "<", false, "<=", true, ">", false, ">=", true ]
+[ 1.1f, 1.0f, "=", false, "<", false, "<=", false, ">", true, ">=", true ]
+[ 1.1f, 1.2f, "=", false, "<", true, "<=", true, ">", false, ">=", false ]
+[ 1.1f, 0.9, "=", false, "<", false, "<=", false, ">", true, ">=", true ]
+[ 1.1f, 1.3, "=", false, "<", true, "<=", true, ">", false, ">=", false ]
+[ 1.1f, 1, "=", false, "<", false, "<=", false, ">", true, ">=", true ]
+[ 1.1f, 2, "=", false, "<", true, "<=", true, ">", false, ">=", false ]
+[ 1.0f, 1.1f, "=", false, "<", true, "<=", true, ">", false, ">=", false ]
+[ 1.0f, 1.0f, "=", true, "<", false, "<=", true, ">", false, ">=", true ]
+[ 1.0f, 1.2f, "=", false, "<", true, "<=", true, ">", false, ">=", false ]
+[ 1.0f, 0.9, "=", false, "<", false, "<=", false, ">", true, ">=", true ]
+[ 1.0f, 1.3, "=", false, "<", true, "<=", true, ">", false, ">=", false ]
+[ 1.0f, 1, "=", true, "<", false, "<=", true, ">", false, ">=", true ]
+[ 1.0f, 2, "=", false, "<", true, "<=", true, ">", false, ">=", false ]
+[ 1.2f, 1.1f, "=", false, "<", false, "<=", false, ">", true, ">=", true ]
+[ 1.2f, 1.0f, "=", false, "<", false, "<=", false, ">", true, ">=", true ]
+[ 1.2f, 1.2f, "=", true, "<", false, "<=", true, ">", false, ">=", true ]
+[ 1.2f, 0.9, "=", false, "<", false, "<=", false, ">", true, ">=", true ]
+[ 1.2f, 1.3, "=", false, "<", true, "<=", true, ">", false, ">=", false ]
+[ 1.2f, 1, "=", false, "<", false, "<=", false, ">", true, ">=", true ]
+[ 1.2f, 2, "=", false, "<", true, "<=", true, ">", false, ">=", false ]
+[ 0.9, 1.1f, "=", false, "<", true, "<=", true, ">", false, ">=", false ]
+[ 0.9, 1.0f, "=", false, "<", true, "<=", true, ">", false, ">=", false ]
+[ 0.9, 1.2f, "=", false, "<", true, "<=", true, ">", false, ">=", false ]
+[ 0.9, 0.9, "=", true, "<", false, "<=", true, ">", false, ">=", true ]
+[ 0.9, 1.3, "=", false, "<", true, "<=", true, ">", false, ">=", false ]
+[ 0.9, 1, "=", false, "<", true, "<=", true, ">", false, ">=", false ]
+[ 0.9, 2, "=", false, "<", true, "<=", true, ">", false, ">=", false ]
+[ 1.3, 1.1f, "=", false, "<", false, "<=", false, ">", true, ">=", true ]
+[ 1.3, 1.0f, "=", false, "<", false, "<=", false, ">", true, ">=", true ]
+[ 1.3, 1.2f, "=", false, "<", false, "<=", false, ">", true, ">=", true ]
+[ 1.3, 0.9, "=", false, "<", false, "<=", false, ">", true, ">=", true ]
+[ 1.3, 1.3, "=", true, "<", false, "<=", true, ">", false, ">=", true ]
+[ 1.3, 1, "=", false, "<", false, "<=", false, ">", true, ">=", true ]
+[ 1.3, 2, "=", false, "<", true, "<=", true, ">", false, ">=", false ]
+[ 1, 1.1f, "=", false, "<", true, "<=", true, ">", false, ">=", false ]
+[ 1, 1.0f, "=", true, "<", false, "<=", true, ">", false, ">=", true ]
+[ 1, 1.2f, "=", false, "<", true, "<=", true, ">", false, ">=", false ]
+[ 1, 0.9, "=", false, "<", false, "<=", false, ">", true, ">=", true ]
+[ 1, 1.3, "=", false, "<", true, "<=", true, ">", false, ">=", false ]
+[ 1, 1, "=", true, "<", false, "<=", true, ">", false, ">=", true ]
+[ 1, 2, "=", false, "<", true, "<=", true, ">", false, ">=", false ]
+[ 2, 1.1f, "=", false, "<", false, "<=", false, ">", true, ">=", true ]
+[ 2, 1.0f, "=", false, "<", false, "<=", false, ">", true, ">=", true ]
+[ 2, 1.2f, "=", false, "<", false, "<=", false, ">", true, ">=", true ]
+[ 2, 0.9, "=", false, "<", false, "<=", false, ">", true, ">=", true ]
+[ 2, 1.3, "=", false, "<", false, "<=", false, ">", true, ">=", true ]
+[ 2, 1, "=", false, "<", false, "<=", false, ">", true, ">=", true ]
+[ 2, 2, "=", true, "<", false, "<=", true, ">", false, ">=", true ]
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/string.adm b/asterix-app/src/test/resources/runtimets/results/comparison/string.adm
new file mode 100644
index 0000000..2e10a1d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/string.adm
@@ -0,0 +1 @@
+{ "result1": false, "result2": false, "result3": true, "result4": true, "result5": false, "result6": true }
diff --git a/asterix-app/src/test/resources/runtimets/results/comparison/string_null.adm b/asterix-app/src/test/resources/runtimets/results/comparison/string_null.adm
new file mode 100644
index 0000000..9f32100
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/comparison/string_null.adm
@@ -0,0 +1 @@
+{ "result1": null, "result2": null, "result3": null, "result4": null, "result5": null, "result6": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/constructor/boolean_01.adm b/asterix-app/src/test/resources/runtimets/results/constructor/boolean_01.adm
new file mode 100644
index 0000000..f49e449
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/constructor/boolean_01.adm
@@ -0,0 +1 @@
+{ "boolean1": true, "boolean2": false }
diff --git a/asterix-app/src/test/resources/runtimets/results/constructor/circle_01.adm b/asterix-app/src/test/resources/runtimets/results/constructor/circle_01.adm
new file mode 100644
index 0000000..fd0d0f9
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/constructor/circle_01.adm
@@ -0,0 +1 @@
+{ "circle1": circle("10.1234,1.11 0.102"), "circle2": circle("0.1234,-1.0E-10 0.105") }
diff --git a/asterix-app/src/test/resources/runtimets/results/constructor/date_01.adm b/asterix-app/src/test/resources/runtimets/results/constructor/date_01.adm
new file mode 100644
index 0000000..b0cb1e4
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/constructor/date_01.adm
@@ -0,0 +1 @@
+{ "date1": date("2010-10-30+05:00"), "date2": date("2010-10-30-10:15"), "date3": date("1987-11-19+00:00"), "date4": date("1987-11-19+00:00"), "date5": date("-1987-11-19+08:30"), "date6": date("0001-12-27+00:00"), "date7": date("-1951-01-27-01:45") }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/constructor/datetime_01.adm b/asterix-app/src/test/resources/runtimets/results/constructor/datetime_01.adm
new file mode 100644
index 0000000..30d2cdb
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/constructor/datetime_01.adm
@@ -0,0 +1 @@
+{ "datetime1": datetime("2010-10-30T10:50:56:980+05:45"), "datetime2": datetime("2010-10-30T10:30:56:240-10:00"), "datetime3": datetime("1987-11-19T09:20:00:200+00:00"), "datetime4": datetime("1987-11-19T10:50:56:000+00:00"), "datetime5": datetime("-1987-11-19T10:50:56:080-05:30"), "datetime6": datetime("-0001-11-19T10:50:56:700+00:00"), "datetime7": datetime("1951-12-27T12:20:15:000+00:00") }
diff --git a/asterix-app/src/test/resources/runtimets/results/constructor/double_01.adm b/asterix-app/src/test/resources/runtimets/results/constructor/double_01.adm
new file mode 100644
index 0000000..30da9ee
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/constructor/double_01.adm
@@ -0,0 +1 @@
+{ "double1": NaNd, "double2": Infinityd, "double3": -Infinityd, "double4": -80.2d, "double5": -2.056E-29d, "double6": -2.056E-299d }
diff --git a/asterix-app/src/test/resources/runtimets/results/constructor/duration_01.adm b/asterix-app/src/test/resources/runtimets/results/constructor/duration_01.adm
new file mode 100644
index 0000000..b80ed1a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/constructor/duration_01.adm
@@ -0,0 +1 @@
+{ "duration1": duration("D30Y10M25DT13H12M50S"), "duration2": duration("D0Y0M25DT13H12M50S"), "duration3": duration("D0Y0M0DT13H12M50S"), "duration4": duration("D30Y0M0DT0H12M0S"), "duration5": duration("D0Y0M0DT13H0M0S"), "duration6": duration("-D30Y10M25DT13H12M50S"), "duration7": duration("-D0Y0M25DT13H12M50S"), "duration8": duration("-D0Y0M0DT13H0M50S") }
diff --git a/asterix-app/src/test/resources/runtimets/results/constructor/float_01.adm b/asterix-app/src/test/resources/runtimets/results/constructor/float_01.adm
new file mode 100644
index 0000000..16ba1f3
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/constructor/float_01.adm
@@ -0,0 +1 @@
+{ "float1": NaNf, "float2": Infinityf, "float3": -Infinityf, "float4": -80.2f, "float5": -2.056E-29f }
diff --git a/asterix-app/src/test/resources/runtimets/results/constructor/int_01.adm b/asterix-app/src/test/resources/runtimets/results/constructor/int_01.adm
new file mode 100644
index 0000000..f9a1203
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/constructor/int_01.adm
@@ -0,0 +1 @@
+{ "int8": 80i8, "int16": 160i16, "int32": 320, "int64": 640i64, "int8": -80i8, "int16": -160i16, "int32": -320, "int64": -640i64 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/constructor/line_01.adm b/asterix-app/src/test/resources/runtimets/results/constructor/line_01.adm
new file mode 100644
index 0000000..1335cac
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/constructor/line_01.adm
@@ -0,0 +1 @@
+{ "line1": line("10.1234,1.11 0.102,-11.22"), "line2": line("0.1234,-1.0E-10 0.105,-1.02") }
diff --git a/asterix-app/src/test/resources/runtimets/results/constructor/point_01.adm b/asterix-app/src/test/resources/runtimets/results/constructor/point_01.adm
new file mode 100644
index 0000000..3fedd4b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/constructor/point_01.adm
@@ -0,0 +1 @@
+{ "point1": point("80.1,-1000000.0"), "point3d1": point3d("500.0,-1000000.0,1.05E-9"), "point2": point("5.1E-10,-1000000.0"), "point3d2": point3d("50.0,-1000000.0,1.005E-9") }
diff --git a/asterix-app/src/test/resources/runtimets/results/constructor/polygon_01.adm b/asterix-app/src/test/resources/runtimets/results/constructor/polygon_01.adm
new file mode 100644
index 0000000..c992f78
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/constructor/polygon_01.adm
@@ -0,0 +1 @@
+{ "polygon1": polygon("-1.2,130.0 -214000.0,2.15 -350.0,3.6 -0.0046,4.81"), "polygon2": polygon("-1.0,1050.0 -2.15E50,2.5 -1.0,3300.0 -250000.0,20.15 350.0,3.6 -0.0046,4.75 -2.0,100.0 -200000.0,20.1 30.5,3.25 -0.00433,4.75") }
diff --git a/asterix-app/src/test/resources/runtimets/results/constructor/string_01.adm b/asterix-app/src/test/resources/runtimets/results/constructor/string_01.adm
new file mode 100644
index 0000000..13fadd0
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/constructor/string_01.adm
@@ -0,0 +1 @@
+{ "string1": "true", "string2": "false\"" }
diff --git a/asterix-app/src/test/resources/runtimets/results/constructor/time_01.adm b/asterix-app/src/test/resources/runtimets/results/constructor/time_01.adm
new file mode 100644
index 0000000..2c932b5
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/constructor/time_01.adm
@@ -0,0 +1 @@
+{ "time1": time("10:50:56:200+05:00"), "time2": time("10:50:56:200-10:15"), "time3": time("10:50:56:000+00:00"), "time4": time("10:50:56:200+00:00"), "time5": time("23:59:59:980-13:30"), "time6": time("24:00:00:000+14:45"), "time7": time("12:59:00:000-01:00") }
diff --git a/asterix-app/src/test/resources/runtimets/results/custord/customer_q_01.adm b/asterix-app/src/test/resources/runtimets/results/custord/customer_q_01.adm
new file mode 100644
index 0000000..efbf50f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/custord/customer_q_01.adm
@@ -0,0 +1,5 @@
+{ "cid": 775, "name": "Jodi Rotruck", "cashBack": 100, "age": null, "address": { "number": 8389, "street": "Hill St.", "city": "Mountain View" }, "lastorder": { "oid": 66, "total": 38.618626f } }
+{ "cid": 5, "name": "Jodi Alex", "cashBack": 350, "age": 19, "address": null, "lastorder": { "oid": 48, "total": 318.61862f } }
+{ "cid": 1, "name": "Mike Carey", "cashBack": 650, "age": null, "address": { "number": 389, "street": "Hill St.", "city": "Mountain View" }, "lastorder": { "oid": 18, "total": 338.61862f } }
+{ "cid": 0, "name": "Mike ley", "cashBack": 600, "age": null, "address": null, "lastorder": { "oid": 258, "total": 368.61862f } }
+{ "cid": 4, "name": "Mary Carey", "cashBack": 450, "age": 12, "address": { "number": 8, "street": "Hill St.", "city": "Mountain View" }, "lastorder": { "oid": 4545, "total": 87.61863f } }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/custord/customer_q_02.adm b/asterix-app/src/test/resources/runtimets/results/custord/customer_q_02.adm
new file mode 100644
index 0000000..6af3d39
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/custord/customer_q_02.adm
@@ -0,0 +1,5 @@
+{ "id": 775, "nestedRecord": { "oid": 66, "total": 38.618626f }, "order_id": 66 }
+{ "id": 5, "nestedRecord": { "oid": 48, "total": 318.61862f }, "order_id": 48 }
+{ "id": 1, "nestedRecord": { "oid": 18, "total": 338.61862f }, "order_id": 18 }
+{ "id": 0, "nestedRecord": { "oid": 258, "total": 368.61862f }, "order_id": 258 }
+{ "id": 4, "nestedRecord": { "oid": 4545, "total": 87.61863f }, "order_id": 4545 }
diff --git a/asterix-app/src/test/resources/runtimets/results/custord/customer_q_03.adm b/asterix-app/src/test/resources/runtimets/results/custord/customer_q_03.adm
new file mode 100644
index 0000000..dafd614
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/custord/customer_q_03.adm
@@ -0,0 +1,3 @@
+{ "id": 775, "list1": [ 775, 66 ], "list2": {{ 775, 66 }}, "list3": [ { "oid": 66, "total": 38.618626f }, { "oid": 66, "total": 38.618626f } ], "list4": {{ { "oid": 66, "total": 38.618626f }, { "oid": 66, "total": 38.618626f } }} }
+{ "id": 5, "list1": [ 5, 48 ], "list2": {{ 5, 48 }}, "list3": [ { "oid": 48, "total": 318.61862f }, { "oid": 48, "total": 318.61862f } ], "list4": {{ { "oid": 48, "total": 318.61862f }, { "oid": 48, "total": 318.61862f } }} }
+{ "id": 4, "list1": [ 4, 4545 ], "list2": {{ 4, 4545 }}, "list3": [ { "oid": 4545, "total": 87.61863f }, { "oid": 4545, "total": 87.61863f } ], "list4": {{ { "oid": 4545, "total": 87.61863f }, { "oid": 4545, "total": 87.61863f } }} }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/custord/customer_q_04.adm b/asterix-app/src/test/resources/runtimets/results/custord/customer_q_04.adm
new file mode 100644
index 0000000..5812c8d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/custord/customer_q_04.adm
@@ -0,0 +1,3 @@
+{ "id": 775, "custname": "Jodi Rotruck", "age": null, "MathcashBack": { "cashBack": 100, "cashBack+5": 105, "cashBack-5": 95, "cashBack*5": 500, "cashBack/5": 20, "-cashBack": -100 } }
+{ "id": 5, "custname": "Jodi Alex", "age": 19, "MathcashBack": { "cashBack": 350, "cashBack+5": 355, "cashBack-5": 345, "cashBack*5": 1750, "cashBack/5": 70, "-cashBack": -350 } }
+{ "id": 4, "custname": "Mary Carey", "age": 12, "MathcashBack": { "cashBack": 450, "cashBack+5": 455, "cashBack-5": 445, "cashBack*5": 2250, "cashBack/5": 90, "-cashBack": -450 } }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/custord/customer_q_05.adm b/asterix-app/src/test/resources/runtimets/results/custord/customer_q_05.adm
new file mode 100644
index 0000000..e9ffd69
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/custord/customer_q_05.adm
@@ -0,0 +1,3 @@
+{ "custname": "Jodi Rotruck", "age": null, "MathAge": { "age": null, "age+5": null, "age-5": null, "age*5": null, "age/5": null, "-age": null } }
+{ "custname": "Jodi Alex", "age": 19, "MathAge": { "age": 19, "age+5": 24, "age-5": 14, "age*5": 95, "age/5": 3, "-age": -19 } }
+{ "custname": "Mary Carey", "age": 12, "MathAge": { "age": 12, "age+5": 17, "age-5": 7, "age*5": 60, "age/5": 2, "-age": -12 } }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/custord/customer_q_06.adm b/asterix-app/src/test/resources/runtimets/results/custord/customer_q_06.adm
new file mode 100644
index 0000000..444eea2
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/custord/customer_q_06.adm
@@ -0,0 +1,5 @@
+{ "customerid": "Jodi Rotruck", "orderedlist": [ 775, 66 ] }
+{ "customerid": "Jodi Alex", "orderedlist": [ 5, 48 ] }
+{ "customerid": "Mike Carey", "orderedlist": [ 1, 18 ] }
+{ "customerid": "Mike ley", "orderedlist": [ 0, 258 ] }
+{ "customerid": "Mary Carey", "orderedlist": [ 4, 4545 ] }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/custord/customer_q_07.adm b/asterix-app/src/test/resources/runtimets/results/custord/customer_q_07.adm
new file mode 100644
index 0000000..f6d7c97
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/custord/customer_q_07.adm
@@ -0,0 +1,5 @@
+{ "customerid": "Jodi Rotruck", "unorderedlist": {{ 775, 66 }} }
+{ "customerid": "Jodi Alex", "unorderedlist": {{ 5, 48 }} }
+{ "customerid": "Mike Carey", "unorderedlist": {{ 1, 18 }} }
+{ "customerid": "Mike ley", "unorderedlist": {{ 0, 258 }} }
+{ "customerid": "Mary Carey", "unorderedlist": {{ 4, 4545 }} }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/custord/customer_q_08.adm b/asterix-app/src/test/resources/runtimets/results/custord/customer_q_08.adm
new file mode 100644
index 0000000..80c1a38
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/custord/customer_q_08.adm
@@ -0,0 +1 @@
+{ "custname": "Mary Carey", "custage": 12 }
diff --git a/asterix-app/src/test/resources/runtimets/results/custord/denorm-cust-order_02.adm b/asterix-app/src/test/resources/runtimets/results/custord/denorm-cust-order_02.adm
new file mode 100644
index 0000000..cea9415
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/custord/denorm-cust-order_02.adm
@@ -0,0 +1,10 @@
+{ "cid": 59, "cust": { "cid": 59, "name": "Lance Pracht", "age": 27, "address": { "number": 342, "street": "Washington St.", "city": "Mountain View" }, "lastorder": { "oid": 59, "total": 26.975239f } }, "orders": [  ] }
+{ "cid": 74, "cust": { "cid": 74, "name": "Myrtice Cubias", "age": 11, "address": { "number": 9048, "street": "Park St.", "city": "San Jose" }, "lastorder": { "oid": 74, "total": 47.675938f } }, "orders": [  ] }
+{ "cid": 76, "cust": { "cid": 76, "name": "Marvella Loud", "age": 72, "address": { "number": 6988, "street": "7th St.", "city": "Sunnyvale" }, "lastorder": { "oid": 76, "total": 12.811708f } }, "orders": [ { "oid": 1008, "cid": 76, "orderstatus": "ORDER_PLACED", "orderpriority": "MEDIUM", "clerk": "Kathrin", "total": 83.0944f } ] }
+{ "cid": 530, "cust": { "cid": 530, "name": "Clint Coil", "age": 79, "address": { "number": 4491, "street": "7th St.", "city": "San Jose" }, "lastorder": { "oid": 530, "total": 7.5879574f } }, "orders": [ { "oid": 530, "cid": 530, "orderstatus": "ORDER_DELIVERED", "orderpriority": "MEDIUM", "clerk": "Cathrin", "total": 7.5879574f }, { "oid": 1001, "cid": 530, "orderstatus": "ORDER_SHIPPED", "orderpriority": "PREMIUM", "clerk": "Catherine", "total": 57.400013f }, { "oid": 1002, "cid": 530, "orderstatus": "PAYMENT_RECEIVED", "orderpriority": "HIGH", "clerk": "Cat", "total": 24.876362f }, { "oid": 1003, "cid": 530, "orderstatus": "PAYMENT_RECEIVED", "orderpriority": "MEDIUM", "clerk": "Cat", "total": 90.28984f }, { "oid": 1004, "cid": 530, "orderstatus": "ORDER_SHIPPED", "orderpriority": "LOW", "clerk": "Kathrin", "total": 98.68669f }, { "oid": 1005, "cid": 530, "orderstatus": "ORDER_SHIPPED", "orderpriority": "PREMIUM", "clerk": "Catherine", "total": 87.70298f }, { "oid": 1006, "cid": 530, "orderstatus": "PAYMENT_RECEIVED", "orderpriority": "MEDIUM", "clerk": "Cathryn", "total": 75.115845f } ] }
+{ "cid": 586, "cust": { "cid": 586, "name": "Tamie Pollara", "age": 89, "address": { "number": 7424, "street": "Oak St.", "city": "Sunnyvale" }, "lastorder": { "oid": 586, "total": 22.163845f } }, "orders": [  ] }
+{ "cid": 758, "cust": { "cid": 758, "name": "Curt Savage", "age": 81, "address": { "number": 5651, "street": "Main St.", "city": "Seattle" }, "lastorder": { "oid": 758, "total": 45.33596f } }, "orders": [  ] }
+{ "cid": 775, "cust": { "cid": 775, "name": "Jodi Rotruck", "age": 69, "address": { "number": 8389, "street": "Hill St.", "city": "Mountain View" }, "lastorder": { "oid": 775, "total": 38.618626f } }, "orders": [ { "oid": 775, "cid": 775, "orderstatus": "ORDER_SHIPPED", "orderpriority": "MEDIUM", "clerk": "Cathrin", "total": 38.618626f }, { "oid": 1000, "cid": 775, "orderstatus": "ORDER_DELIVERED", "orderpriority": "LOW", "clerk": "Kathryne", "total": 97.20656f } ] }
+{ "cid": 939, "cust": { "cid": 939, "name": "Larry Gothier", "age": 34, "address": { "number": 1786, "street": "Park St.", "city": "Mountain View" }, "lastorder": { "oid": 939, "total": 33.49055f } }, "orders": [  ] }
+{ "cid": 953, "cust": { "cid": 953, "name": "Elias Leonardo", "age": 62, "address": { "number": 7831, "street": "Main St.", "city": "San Jose" }, "lastorder": { "oid": 953, "total": 79.990875f } }, "orders": [  ] }
+{ "cid": 996, "cust": { "cid": 996, "name": "Obdulia Dicosmo", "age": 14, "address": { "number": 9237, "street": "Cedar St.", "city": "Los Angeles" }, "lastorder": { "oid": 996, "total": 94.23889f } }, "orders": [  ] }
diff --git a/asterix-app/src/test/resources/runtimets/results/custord/join_q_01.adm b/asterix-app/src/test/resources/runtimets/results/custord/join_q_01.adm
new file mode 100644
index 0000000..7648e4a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/custord/join_q_01.adm
@@ -0,0 +1,3 @@
+{ "cust_name": "Jodi Alex", "cust_age": 19, "order_total": 7.206f, "orderList": [ 10, 5 ], "orderList": {{ 10, 5 }} }
+{ "cust_name": "Jodi Rotruck", "cust_age": null, "order_total": 14.2326f, "orderList": [ 10, 775 ], "orderList": {{ 10, 775 }} }
+{ "cust_name": "Jodi Rotruck", "cust_age": null, "order_total": 97.20656f, "orderList": [ 1000, 775 ], "orderList": {{ 1000, 775 }} }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/custord/join_q_02.adm b/asterix-app/src/test/resources/runtimets/results/custord/join_q_02.adm
new file mode 100644
index 0000000..a24c6d7
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/custord/join_q_02.adm
@@ -0,0 +1,3 @@
+{ "cust_name": "Jodi Alex", "order_total": 7.206f, "orderedlist": [ 10, 48, 5 ], "unorderedlist": {{ 10, 48, 5 }} }
+{ "cust_name": "Jodi Rotruck", "order_total": 14.2326f, "orderedlist": [ 10, 66, 775 ], "unorderedlist": {{ 10, 66, 775 }} }
+{ "cust_name": "Jodi Rotruck", "order_total": 97.20656f, "orderedlist": [ 1000, 66, 775 ], "unorderedlist": {{ 1000, 66, 775 }} }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/custord/join_q_03.adm b/asterix-app/src/test/resources/runtimets/results/custord/join_q_03.adm
new file mode 100644
index 0000000..5583a3f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/custord/join_q_03.adm
@@ -0,0 +1,3 @@
+{ "cust_name": "Jodi Alex", "order_total": 7.206f, "orderedlist": [ 10, 48, 5 ], "unorderedlist": {{ 10, 48, 5 }}, "ol_item1": 10, "ol_item2": 48, "ol_item5": null, "ul_item1": 10 }
+{ "cust_name": "Jodi Rotruck", "order_total": 14.2326f, "orderedlist": [ 10, 66, 775 ], "unorderedlist": {{ 10, 66, 775 }}, "ol_item1": 10, "ol_item2": 66, "ol_item5": null, "ul_item1": 10 }
+{ "cust_name": "Jodi Rotruck", "order_total": 97.20656f, "orderedlist": [ 1000, 66, 775 ], "unorderedlist": {{ 1000, 66, 775 }}, "ol_item1": 1000, "ol_item2": 66, "ol_item5": null, "ul_item1": 1000 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/custord/join_q_04.adm b/asterix-app/src/test/resources/runtimets/results/custord/join_q_04.adm
new file mode 100644
index 0000000..d4721dd
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/custord/join_q_04.adm
@@ -0,0 +1,3 @@
+{ "cust_name": "Jodi Rotruck", "orderedlist": [ 1000, 66, 775 ], "unorderedlist": {{ 1000, 66, 775 }}, "ol_item1": 1000, "ol_item2": 66, "ol_item5": null, "ul_item1": 1000 }
+{ "cust_name": "Jodi Alex", "orderedlist": [ 10, 48, 5 ], "unorderedlist": {{ 10, 48, 5 }}, "ol_item1": 10, "ol_item2": 48, "ol_item5": null, "ul_item1": 10 }
+{ "cust_name": "Jodi Rotruck", "orderedlist": [ 10, 66, 775 ], "unorderedlist": {{ 10, 66, 775 }}, "ol_item1": 10, "ol_item2": 66, "ol_item5": null, "ul_item1": 10 }
diff --git a/asterix-app/src/test/resources/runtimets/results/custord/load-test.adm b/asterix-app/src/test/resources/runtimets/results/custord/load-test.adm
new file mode 100644
index 0000000..57e1c98
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/custord/load-test.adm
@@ -0,0 +1,10 @@
+{ "cid": 59, "name": "Lance Pracht", "age": 27, "address": { "number": 342, "street": "Washington St.", "city": "Mountain View" }, "lastorder": { "oid": 59, "total": 26.975239f } }
+{ "cid": 74, "name": "Myrtice Cubias", "age": 11, "address": { "number": 9048, "street": "Park St.", "city": "San Jose" }, "lastorder": { "oid": 74, "total": 47.675938f } }
+{ "cid": 76, "name": "Marvella Loud", "age": 72, "address": { "number": 6988, "street": "7th St.", "city": "Sunnyvale" }, "lastorder": { "oid": 76, "total": 12.811708f } }
+{ "cid": 530, "name": "Clint Coil", "age": 79, "address": { "number": 4491, "street": "7th St.", "city": "San Jose" }, "lastorder": { "oid": 530, "total": 7.5879574f } }
+{ "cid": 586, "name": "Tamie Pollara", "age": 89, "address": { "number": 7424, "street": "Oak St.", "city": "Sunnyvale" }, "lastorder": { "oid": 586, "total": 22.163845f } }
+{ "cid": 758, "name": "Curt Savage", "age": 81, "address": { "number": 5651, "street": "Main St.", "city": "Seattle" }, "lastorder": { "oid": 758, "total": 45.33596f } }
+{ "cid": 775, "name": "Jodi Rotruck", "age": 69, "address": { "number": 8389, "street": "Hill St.", "city": "Mountain View" }, "lastorder": { "oid": 775, "total": 38.618626f } }
+{ "cid": 939, "name": "Larry Gothier", "age": 34, "address": { "number": 1786, "street": "Park St.", "city": "Mountain View" }, "lastorder": { "oid": 939, "total": 33.49055f } }
+{ "cid": 953, "name": "Elias Leonardo", "age": 62, "address": { "number": 7831, "street": "Main St.", "city": "San Jose" }, "lastorder": { "oid": 953, "total": 79.990875f } }
+{ "cid": 996, "name": "Obdulia Dicosmo", "age": 14, "address": { "number": 9237, "street": "Cedar St.", "city": "Los Angeles" }, "lastorder": { "oid": 996, "total": 94.23889f } }
diff --git a/asterix-app/src/test/resources/runtimets/results/custord/order_q_01.adm b/asterix-app/src/test/resources/runtimets/results/custord/order_q_01.adm
new file mode 100644
index 0000000..276d94b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/custord/order_q_01.adm
@@ -0,0 +1,4 @@
+{ "oid": 1000, "cid": 775, "orderstatus": "ORDER_DELIVERED", "orderpriority": "LOW", "clerk": "Kathryne", "total": 97.20656f, "items": [ 1, 2, 4, 5, 6 ], "heList": [ "1.0f", "yassser" ], "openlist": [ 11, 14, "yasir", 1.6f ], "loc": point("10.1,11.1"), "line": line("10.1,11.1 10.2,11.2"), "poly": polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), "DOB": "1989-10-12", "favnumbers": [ 10.0d, 20.0d, 30.0d, 40.0d ] }
+{ "oid": 10, "cid": 5, "orderstatus": "ORDER_DELIVERED", "orderpriority": "HIGH", "clerk": "ALEX", "total": 7.206f, "items": [ 13, 52, 24, 15, 60 ], "heList": [ 1.0f, "5.2f", "60" ], "openlist": [ 13231, "foo", null, 13.25d, 13.2f ], "loc": point("10.1,11.1"), "line": line("10.1,11.1 10.2,11.2"), "poly": polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), "DOB": "1989-10-12", "favnumbers": [ 10.0d, 20.0d, 30.0d, 40.0d, 50.0d, 60.0d, 70.0d ] }
+{ "oid": 100, "cid": 12, "orderstatus": "ORDER_DELIVERED", "orderpriority": "HIGH", "clerk": "YASSER", "total": 124.26f, "items": [ 13, 52, 60 ], "heList": [ 1.3f, 5.2f, "60", 12.32f ], "openlist": [ 10, 2.0f, 3.0d, 40 ], "loc": point("10.1,11.1"), "line": line("10.1,11.1 10.2,11.2"), "poly": polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), "DOB": "1989-10-12", "favnumbers": [ 10.0d, 50.0d, 60.0d, 70.0d ] }
+{ "oid": 10, "cid": 775, "orderstatus": "ORDER_DELIVERED", "orderpriority": "HIGH", "clerk": "MIKE", "total": 14.2326f, "items": [ 24, 15 ], "heList": [ 2.4f, "15" ], "openlist": [ 110 ], "loc": point("10.1,11.1"), "line": line("10.1,11.1 10.2,11.2"), "poly": polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), "lastorder": { "oid": 75, "total": 87.61863f } }
diff --git a/asterix-app/src/test/resources/runtimets/results/custord/order_q_02.adm b/asterix-app/src/test/resources/runtimets/results/custord/order_q_02.adm
new file mode 100644
index 0000000..27fc172
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/custord/order_q_02.adm
@@ -0,0 +1,4 @@
+{ "id": 775, "list1": [ "ORDER_DELIVERED", "Kathryne" ], "list2": {{ "ORDER_DELIVERED", "Kathryne" }}, "list3": [ [ "1.0f", "yassser" ], [ 11, 14, "yasir", 1.6f ], point("10.1,11.1"), line("10.1,11.1 10.2,11.2"), polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), null ], "list4": [ [ "1.0f", "yassser" ], [ 11, 14, "yasir", 1.6f ], point("10.1,11.1"), line("10.1,11.1 10.2,11.2"), polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), null ] }
+{ "id": 5, "list1": [ "ORDER_DELIVERED", "ALEX" ], "list2": {{ "ORDER_DELIVERED", "ALEX" }}, "list3": [ [ 1.0f, "5.2f", "60" ], [ 13231, "foo", null, 13.25d, 13.2f ], point("10.1,11.1"), line("10.1,11.1 10.2,11.2"), polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), null ], "list4": [ [ 1.0f, "5.2f", "60" ], [ 13231, "foo", null, 13.25d, 13.2f ], point("10.1,11.1"), line("10.1,11.1 10.2,11.2"), polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), null ] }
+{ "id": 12, "list1": [ "ORDER_DELIVERED", "YASSER" ], "list2": {{ "ORDER_DELIVERED", "YASSER" }}, "list3": [ [ 1.3f, 5.2f, "60", 12.32f ], [ 10, 2.0f, 3.0d, 40 ], point("10.1,11.1"), line("10.1,11.1 10.2,11.2"), polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), null ], "list4": [ [ 1.3f, 5.2f, "60", 12.32f ], [ 10, 2.0f, 3.0d, 40 ], point("10.1,11.1"), line("10.1,11.1 10.2,11.2"), polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), null ] }
+{ "id": 775, "list1": [ "ORDER_DELIVERED", "MIKE" ], "list2": {{ "ORDER_DELIVERED", "MIKE" }}, "list3": [ [ 2.4f, "15" ], [ 110 ], point("10.1,11.1"), line("10.1,11.1 10.2,11.2"), polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), { "oid": 75, "total": 87.61863f } ], "list4": [ [ 2.4f, "15" ], [ 110 ], point("10.1,11.1"), line("10.1,11.1 10.2,11.2"), polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), { "oid": 75, "total": 87.61863f } ] }
diff --git a/asterix-app/src/test/resources/runtimets/results/custord/order_q_03.adm b/asterix-app/src/test/resources/runtimets/results/custord/order_q_03.adm
new file mode 100644
index 0000000..903c00d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/custord/order_q_03.adm
@@ -0,0 +1,4 @@
+{ "orderid": 1000, "ordertot": 97.20656f, "list": [ "ORDER_DELIVERED", "Kathryne" ], "item1": "ORDER_DELIVERED", "item1": "ORDER_DELIVERED", "item2": "Kathryne", "item3": null }
+{ "orderid": 10, "ordertot": 7.206f, "list": [ "ORDER_DELIVERED", "ALEX" ], "item1": "ORDER_DELIVERED", "item1": "ORDER_DELIVERED", "item2": "ALEX", "item3": null }
+{ "orderid": 100, "ordertot": 124.26f, "list": [ "ORDER_DELIVERED", "YASSER" ], "item1": "ORDER_DELIVERED", "item1": "ORDER_DELIVERED", "item2": "YASSER", "item3": null }
+{ "orderid": 10, "ordertot": 14.2326f, "list": [ "ORDER_DELIVERED", "MIKE" ], "item1": "ORDER_DELIVERED", "item1": "ORDER_DELIVERED", "item2": "MIKE", "item3": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/custord/order_q_04.adm b/asterix-app/src/test/resources/runtimets/results/custord/order_q_04.adm
new file mode 100644
index 0000000..f22ea7f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/custord/order_q_04.adm
@@ -0,0 +1,4 @@
+{ "orderid": 1000, "ordertot": 97.20656f, "list": [ [ "1.0f", "yassser" ], [ 11, 14, "yasir", 1.6f ], point("10.1,11.1"), line("10.1,11.1 10.2,11.2"), polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), null ], "item1": [ "1.0f", "yassser" ], "item1": [ "1.0f", "yassser" ], "item2": [ 11, 14, "yasir", 1.6f ], "item5": null, "item10": null }
+{ "orderid": 10, "ordertot": 7.206f, "list": [ [ 1.0f, "5.2f", "60" ], [ 13231, "foo", null, 13.25d, 13.2f ], point("10.1,11.1"), line("10.1,11.1 10.2,11.2"), polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), null ], "item1": [ 1.0f, "5.2f", "60" ], "item1": [ 1.0f, "5.2f", "60" ], "item2": [ 13231, "foo", null, 13.25d, 13.2f ], "item5": null, "item10": null }
+{ "orderid": 100, "ordertot": 124.26f, "list": [ [ 1.3f, 5.2f, "60", 12.32f ], [ 10, 2.0f, 3.0d, 40 ], point("10.1,11.1"), line("10.1,11.1 10.2,11.2"), polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), null ], "item1": [ 1.3f, 5.2f, "60", 12.32f ], "item1": [ 1.3f, 5.2f, "60", 12.32f ], "item2": [ 10, 2.0f, 3.0d, 40 ], "item5": null, "item10": null }
+{ "orderid": 10, "ordertot": 14.2326f, "list": [ [ 2.4f, "15" ], [ 110 ], point("10.1,11.1"), line("10.1,11.1 10.2,11.2"), polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), { "oid": 75, "total": 87.61863f } ], "item1": [ 2.4f, "15" ], "item1": [ 2.4f, "15" ], "item2": [ 110 ], "item5": { "oid": 75, "total": 87.61863f }, "item10": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/custord/order_q_05.adm b/asterix-app/src/test/resources/runtimets/results/custord/order_q_05.adm
new file mode 100644
index 0000000..dd3420e
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/custord/order_q_05.adm
@@ -0,0 +1,4 @@
+{ "orderid": 1000, "ordertot": 97.20656f, "emptyorderedlist": [  ], "emptyunorderedlist": {{  }}, "olist_item1": null, "olist_item1": null, "olist_item5": null, "ulist_item1": null }
+{ "orderid": 10, "ordertot": 7.206f, "emptyorderedlist": [  ], "emptyunorderedlist": {{  }}, "olist_item1": null, "olist_item1": null, "olist_item5": null, "ulist_item1": null }
+{ "orderid": 100, "ordertot": 124.26f, "emptyorderedlist": [  ], "emptyunorderedlist": {{  }}, "olist_item1": null, "olist_item1": null, "olist_item5": null, "ulist_item1": null }
+{ "orderid": 10, "ordertot": 14.2326f, "emptyorderedlist": [  ], "emptyunorderedlist": {{  }}, "olist_item1": null, "olist_item1": null, "olist_item5": null, "ulist_item1": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/custord/order_q_06.adm b/asterix-app/src/test/resources/runtimets/results/custord/order_q_06.adm
new file mode 100644
index 0000000..2425d03
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/custord/order_q_06.adm
@@ -0,0 +1,4 @@
+{ "item1": [ "1.0f", "yassser" ] }
+{ "item1": [ 1.0f, "5.2f", "60" ] }
+{ "item1": [ 1.3f, 5.2f, "60", 12.32f ] }
+{ "item1": [ 2.4f, "15" ] }
diff --git a/asterix-app/src/test/resources/runtimets/results/dapd/q1.adm b/asterix-app/src/test/resources/runtimets/results/dapd/q1.adm
new file mode 100644
index 0000000..a8e41be
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/dapd/q1.adm
@@ -0,0 +1,2 @@
+{ "name": "John" }
+{ "name": "Jimmy" }
diff --git a/asterix-app/src/test/resources/runtimets/results/dapd/q2.adm b/asterix-app/src/test/resources/runtimets/results/dapd/q2.adm
new file mode 100644
index 0000000..878b172
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/dapd/q2.adm
@@ -0,0 +1,2 @@
+{ "sig_id": 14, "total_count": 3, "chapter_breakdown": [ { "chapter_name": "Laguna Beach", "escount": 2 }, { "chapter_name": "San Clemente", "escount": 1 } ] }
+{ "sig_id": 31, "total_count": 1, "chapter_breakdown": [ { "chapter_name": "Huntington Beach", "escount": 1 } ] }
diff --git a/asterix-app/src/test/resources/runtimets/results/dml/delete-with-index.adm b/asterix-app/src/test/resources/runtimets/results/dml/delete-with-index.adm
new file mode 100644
index 0000000..0d69984
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/dml/delete-with-index.adm
@@ -0,0 +1,167 @@
+{ "l_orderkey": 36, "l_partkey": 120, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 42, "l_extendedprice": 42845.04d, "l_discount": 0.09d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-02-03", "l_commitdate": "1996-01-21", "l_receiptdate": "1996-02-23", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": " careful courts. special " }
+{ "l_orderkey": 68, "l_partkey": 8, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 3, "l_extendedprice": 2724.0d, "l_discount": 0.05d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-07-04", "l_commitdate": "1998-06-05", "l_receiptdate": "1998-07-21", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "fully special instructions cajole. furious" }
+{ "l_orderkey": 162, "l_partkey": 190, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 2, "l_extendedprice": 2180.38d, "l_discount": 0.02d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-09-02", "l_commitdate": "1995-06-17", "l_receiptdate": "1995-09-08", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "es! final somas integrate" }
+{ "l_orderkey": 192, "l_partkey": 98, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 23, "l_extendedprice": 22956.07d, "l_discount": 0.0d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-02-05", "l_commitdate": "1998-02-06", "l_receiptdate": "1998-03-07", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "ly pending theodolites haggle quickly fluf" }
+{ "l_orderkey": 197, "l_partkey": 99, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 39, "l_extendedprice": 38964.51d, "l_discount": 0.02d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-07-21", "l_commitdate": "1995-07-01", "l_receiptdate": "1995-08-14", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "press accounts. daringly sp" }
+{ "l_orderkey": 227, "l_partkey": 166, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 19, "l_extendedprice": 20257.04d, "l_discount": 0.05d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-12-10", "l_commitdate": "1996-01-30", "l_receiptdate": "1995-12-26", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "s cajole furiously a" }
+{ "l_orderkey": 290, "l_partkey": 6, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 35, "l_extendedprice": 31710.0d, "l_discount": 0.01d, "l_tax": 0.02d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-04-01", "l_commitdate": "1994-02-05", "l_receiptdate": "1994-04-27", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": "ove the final foxes detect slyly fluffily" }
+{ "l_orderkey": 325, "l_partkey": 159, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 34, "l_extendedprice": 36011.1d, "l_discount": 0.09d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-10-28", "l_commitdate": "1993-12-13", "l_receiptdate": "1993-11-17", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "ly bold deposits. always iron" }
+{ "l_orderkey": 355, "l_partkey": 114, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 31, "l_extendedprice": 31437.41d, "l_discount": 0.09d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-07-13", "l_commitdate": "1994-08-18", "l_receiptdate": "1994-07-18", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "y unusual, ironic" }
+{ "l_orderkey": 389, "l_partkey": 190, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 2, "l_extendedprice": 2180.38d, "l_discount": 0.09d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-04-13", "l_commitdate": "1994-04-10", "l_receiptdate": "1994-04-25", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "fts. courts eat blithely even dependenc" }
+{ "l_orderkey": 391, "l_partkey": 122, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 14, "l_extendedprice": 14309.68d, "l_discount": 0.09d, "l_tax": 0.02d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1995-02-11", "l_commitdate": "1995-02-03", "l_receiptdate": "1995-02-13", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": " escapades sleep furiously about " }
+{ "l_orderkey": 417, "l_partkey": 40, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 39, "l_extendedprice": 36661.56d, "l_discount": 0.01d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-05-31", "l_commitdate": "1994-05-02", "l_receiptdate": "1994-06-06", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "y regular requests wake along " }
+{ "l_orderkey": 453, "l_partkey": 198, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 45, "l_extendedprice": 49418.55d, "l_discount": 0.01d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-06-30", "l_commitdate": "1997-08-20", "l_receiptdate": "1997-07-19", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "ifts wake carefully." }
+{ "l_orderkey": 485, "l_partkey": 150, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 50, "l_extendedprice": 52507.5d, "l_discount": 0.01d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-03-28", "l_commitdate": "1997-05-26", "l_receiptdate": "1997-04-18", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "iously quick excuses. carefully final f" }
+{ "l_orderkey": 545, "l_partkey": 170, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 4, "l_extendedprice": 4280.68d, "l_discount": 0.02d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-02-23", "l_commitdate": "1995-12-16", "l_receiptdate": "1996-03-21", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": ", ironic grouches cajole over" }
+{ "l_orderkey": 581, "l_partkey": 64, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 41, "l_extendedprice": 39526.46d, "l_discount": 0.09d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-05-26", "l_commitdate": "1997-04-06", "l_receiptdate": "1997-06-10", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "nts. quickly" }
+{ "l_orderkey": 647, "l_partkey": 17, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 41, "l_extendedprice": 37597.41d, "l_discount": 0.08d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-11-19", "l_commitdate": "1997-09-24", "l_receiptdate": "1997-12-15", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "r instructions. quickly unusu" }
+{ "l_orderkey": 704, "l_partkey": 190, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 40, "l_extendedprice": 43607.6d, "l_discount": 0.05d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-30", "l_commitdate": "1997-01-10", "l_receiptdate": "1997-02-20", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "ggle quickly. r" }
+{ "l_orderkey": 738, "l_partkey": 198, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 34, "l_extendedprice": 37338.46d, "l_discount": 0.0d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-06-09", "l_commitdate": "1993-04-15", "l_receiptdate": "1993-07-09", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "s against the ironic exc" }
+{ "l_orderkey": 773, "l_partkey": 100, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 5, "l_extendedprice": 5000.5d, "l_discount": 0.06d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-11-21", "l_commitdate": "1993-12-19", "l_receiptdate": "1993-12-21", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "ar requests. regular, thin packages u" }
+{ "l_orderkey": 800, "l_partkey": 72, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 38, "l_extendedprice": 36938.66d, "l_discount": 0.0d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-07-21", "l_commitdate": "1998-09-25", "l_receiptdate": "1998-08-07", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "according to the bold, final dependencies " }
+{ "l_orderkey": 900, "l_partkey": 199, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 44, "l_extendedprice": 48364.36d, "l_discount": 0.01d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-12-15", "l_commitdate": "1994-12-03", "l_receiptdate": "1994-12-27", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": " detect quick" }
+{ "l_orderkey": 931, "l_partkey": 40, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 18, "l_extendedprice": 16920.72d, "l_discount": 0.0d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-04-04", "l_commitdate": "1993-01-11", "l_receiptdate": "1993-04-13", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "slyly ironic re" }
+{ "l_orderkey": 932, "l_partkey": 44, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 41, "l_extendedprice": 38705.64d, "l_discount": 0.01d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-06-05", "l_commitdate": "1997-07-22", "l_receiptdate": "1997-06-26", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "foxes. ironic pl" }
+{ "l_orderkey": 965, "l_partkey": 108, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 20, "l_extendedprice": 20162.0d, "l_discount": 0.04d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "F", "l_shipdate": "1995-06-16", "l_commitdate": "1995-07-20", "l_receiptdate": "1995-07-06", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "kly. carefully pending requ" }
+{ "l_orderkey": 995, "l_partkey": 173, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 15, "l_extendedprice": 16097.55d, "l_discount": 0.08d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-06-30", "l_commitdate": "1995-08-04", "l_receiptdate": "1995-07-27", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "uses. fluffily fina" }
+{ "l_orderkey": 1025, "l_partkey": 150, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 36, "l_extendedprice": 37805.4d, "l_discount": 0.03d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-05-15", "l_commitdate": "1995-07-05", "l_receiptdate": "1995-06-10", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "e unusual, regular instr" }
+{ "l_orderkey": 1027, "l_partkey": 156, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 43, "l_extendedprice": 45414.45d, "l_discount": 0.07d, "l_tax": 0.08d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-06-17", "l_commitdate": "1992-08-28", "l_receiptdate": "1992-07-10", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "oxes. carefully regular deposits" }
+{ "l_orderkey": 1155, "l_partkey": 70, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 4, "l_extendedprice": 3880.28d, "l_discount": 0.09d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-10-19", "l_commitdate": "1997-12-09", "l_receiptdate": "1997-11-02", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "ic foxes according to the carefully final " }
+{ "l_orderkey": 1185, "l_partkey": 72, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 8, "l_extendedprice": 7776.56d, "l_discount": 0.01d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-12-05", "l_commitdate": "1992-10-05", "l_receiptdate": "1992-12-28", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "ely according to the furiously regular r" }
+{ "l_orderkey": 1216, "l_partkey": 97, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 8, "l_extendedprice": 7976.72d, "l_discount": 0.03d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-02-01", "l_commitdate": "1993-03-06", "l_receiptdate": "1993-02-08", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": " of the carefully express" }
+{ "l_orderkey": 1223, "l_partkey": 100, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 28, "l_extendedprice": 28002.8d, "l_discount": 0.1d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-08-07", "l_commitdate": "1996-07-24", "l_receiptdate": "1996-08-13", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": " quickly ironic requests. furious" }
+{ "l_orderkey": 1381, "l_partkey": 144, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 47, "l_extendedprice": 49074.58d, "l_discount": 0.08d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-09-22", "l_commitdate": "1998-08-12", "l_receiptdate": "1998-10-12", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "ly ironic deposits" }
+{ "l_orderkey": 1409, "l_partkey": 99, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 23, "l_extendedprice": 22979.07d, "l_discount": 0.01d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-04-18", "l_commitdate": "1993-02-25", "l_receiptdate": "1993-05-06", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "ions. slyly ironic packages wake quick" }
+{ "l_orderkey": 1445, "l_partkey": 100, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 24, "l_extendedprice": 24002.4d, "l_discount": 0.01d, "l_tax": 0.0d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-02-21", "l_commitdate": "1995-02-22", "l_receiptdate": "1995-03-18", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "al accounts use furiously a" }
+{ "l_orderkey": 1477, "l_partkey": 72, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 31, "l_extendedprice": 30134.17d, "l_discount": 0.0d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-12-16", "l_commitdate": "1997-09-30", "l_receiptdate": "1997-12-17", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": " requests. fluffily final " }
+{ "l_orderkey": 1540, "l_partkey": 173, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 38, "l_extendedprice": 40780.46d, "l_discount": 0.03d, "l_tax": 0.01d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-09-30", "l_commitdate": "1992-10-27", "l_receiptdate": "1992-10-12", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": " final grouches bo" }
+{ "l_orderkey": 1568, "l_partkey": 90, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 36, "l_extendedprice": 35643.24d, "l_discount": 0.02d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-05-31", "l_commitdate": "1997-04-22", "l_receiptdate": "1997-06-21", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "platelets-- furiously sly excu" }
+{ "l_orderkey": 1605, "l_partkey": 142, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 47, "l_extendedprice": 48980.58d, "l_discount": 0.0d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-04-29", "l_commitdate": "1998-06-12", "l_receiptdate": "1998-05-20", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": ". carefully r" }
+{ "l_orderkey": 1607, "l_partkey": 190, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 2, "l_extendedprice": 2180.38d, "l_discount": 0.02d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-01-11", "l_commitdate": "1996-02-15", "l_receiptdate": "1996-01-19", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "packages haggle. regular requests boost s" }
+{ "l_orderkey": 1635, "l_partkey": 71, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 3, "l_extendedprice": 2913.21d, "l_discount": 0.06d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-03-13", "l_commitdate": "1997-03-25", "l_receiptdate": "1997-03-27", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": " quickly ironic r" }
+{ "l_orderkey": 1700, "l_partkey": 140, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 38, "l_extendedprice": 39525.32d, "l_discount": 0.04d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-10-03", "l_commitdate": "1996-07-27", "l_receiptdate": "1996-10-22", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "ular dependencies engage slyly " }
+{ "l_orderkey": 1796, "l_partkey": 10, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 28, "l_extendedprice": 25480.28d, "l_discount": 0.08d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-12-01", "l_commitdate": "1993-01-01", "l_receiptdate": "1992-12-24", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "y quickly ironic accounts." }
+{ "l_orderkey": 1825, "l_partkey": 156, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 43, "l_extendedprice": 45414.45d, "l_discount": 0.05d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-02-18", "l_commitdate": "1994-02-19", "l_receiptdate": "1994-03-02", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": " accounts breach fluffily spe" }
+{ "l_orderkey": 1827, "l_partkey": 90, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 47, "l_extendedprice": 46534.23d, "l_discount": 0.0d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-08-01", "l_commitdate": "1996-08-07", "l_receiptdate": "1996-08-23", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": ". pending courts about the even e" }
+{ "l_orderkey": 1893, "l_partkey": 99, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 43, "l_extendedprice": 42960.87d, "l_discount": 0.1d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-01-25", "l_commitdate": "1998-01-06", "l_receiptdate": "1998-02-14", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "he carefully regular " }
+{ "l_orderkey": 1924, "l_partkey": 73, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 7, "l_extendedprice": 6811.49d, "l_discount": 0.06d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-01", "l_commitdate": "1996-12-02", "l_receiptdate": "1997-01-08", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "osits. even accounts nag furious" }
+{ "l_orderkey": 1953, "l_partkey": 128, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 25, "l_extendedprice": 25703.0d, "l_discount": 0.07d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-01-07", "l_commitdate": "1994-01-28", "l_receiptdate": "1994-01-29", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "ular, regular i" }
+{ "l_orderkey": 1985, "l_partkey": 28, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 33, "l_extendedprice": 30624.66d, "l_discount": 0.1d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-12-04", "l_commitdate": "1994-11-01", "l_receiptdate": "1994-12-05", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "s are express packages. pendin" }
+{ "l_orderkey": 1988, "l_partkey": 72, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 36, "l_extendedprice": 34994.52d, "l_discount": 0.09d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-01-21", "l_commitdate": "1995-11-24", "l_receiptdate": "1996-01-27", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "gular theodolites. " }
+{ "l_orderkey": 2048, "l_partkey": 35, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 7, "l_extendedprice": 6545.21d, "l_discount": 0.06d, "l_tax": 0.01d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-12-07", "l_commitdate": "1994-01-31", "l_receiptdate": "1994-01-05", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "lent platelets boost deposits. carefully sp" }
+{ "l_orderkey": 2086, "l_partkey": 60, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 22, "l_extendedprice": 21121.32d, "l_discount": 0.03d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-12-04", "l_commitdate": "1994-12-16", "l_receiptdate": "1994-12-20", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "idly busy acc" }
+{ "l_orderkey": 2118, "l_partkey": 160, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 24, "l_extendedprice": 25443.84d, "l_discount": 0.1d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-06", "l_commitdate": "1996-12-14", "l_receiptdate": "1997-01-14", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "about the slyly bold depende" }
+{ "l_orderkey": 2183, "l_partkey": 71, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 29, "l_extendedprice": 28161.03d, "l_discount": 0.05d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-07-21", "l_commitdate": "1996-08-24", "l_receiptdate": "1996-08-15", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "ly unusual deposits sleep carefully" }
+{ "l_orderkey": 2211, "l_partkey": 48, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 25, "l_extendedprice": 23701.0d, "l_discount": 0.04d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-10-09", "l_commitdate": "1994-08-04", "l_receiptdate": "1994-11-03", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "deas. carefully special theodolites along" }
+{ "l_orderkey": 2215, "l_partkey": 73, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 33, "l_extendedprice": 32111.31d, "l_discount": 0.0d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-07-19", "l_commitdate": "1996-08-10", "l_receiptdate": "1996-07-30", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "dolites cajole b" }
+{ "l_orderkey": 2272, "l_partkey": 90, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 18, "l_extendedprice": 17821.62d, "l_discount": 0.04d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-08-01", "l_commitdate": "1993-07-06", "l_receiptdate": "1993-08-25", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": "ons along the blithely e" }
+{ "l_orderkey": 2342, "l_partkey": 42, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 12, "l_extendedprice": 11304.48d, "l_discount": 0.0d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-07-31", "l_commitdate": "1996-07-26", "l_receiptdate": "1996-08-14", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "print blithely even deposits. carefull" }
+{ "l_orderkey": 2343, "l_partkey": 110, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 27, "l_extendedprice": 27272.97d, "l_discount": 0.0d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-11-10", "l_commitdate": "1995-11-17", "l_receiptdate": "1995-12-10", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "old theodolites." }
+{ "l_orderkey": 2439, "l_partkey": 164, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 2, "l_extendedprice": 2128.32d, "l_discount": 0.09d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-04-14", "l_commitdate": "1997-06-11", "l_receiptdate": "1997-05-09", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "courts boos" }
+{ "l_orderkey": 2469, "l_partkey": 166, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 11, "l_extendedprice": 11727.76d, "l_discount": 0.0d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-02-09", "l_commitdate": "1997-01-26", "l_receiptdate": "1997-02-16", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "ies wake carefully b" }
+{ "l_orderkey": 2592, "l_partkey": 90, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 7, "l_extendedprice": 6930.63d, "l_discount": 0.1d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-03-13", "l_commitdate": "1993-04-25", "l_receiptdate": "1993-04-01", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": " carefully special theodolites integrate " }
+{ "l_orderkey": 2625, "l_partkey": 20, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 42, "l_extendedprice": 38640.84d, "l_discount": 0.02d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-10-18", "l_commitdate": "1992-11-17", "l_receiptdate": "1992-10-23", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": " even accounts haggle furiously" }
+{ "l_orderkey": 2659, "l_partkey": 42, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 28, "l_extendedprice": 26377.12d, "l_discount": 0.08d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-03-17", "l_commitdate": "1994-01-24", "l_receiptdate": "1994-03-19", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "idle tithes" }
+{ "l_orderkey": 2689, "l_partkey": 6, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 45, "l_extendedprice": 40770.0d, "l_discount": 0.02d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-04-29", "l_commitdate": "1992-06-22", "l_receiptdate": "1992-04-30", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "e quickly. carefully silent" }
+{ "l_orderkey": 2690, "l_partkey": 140, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 44, "l_extendedprice": 45766.16d, "l_discount": 0.05d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-05-30", "l_commitdate": "1996-05-19", "l_receiptdate": "1996-06-26", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "ly alongside of th" }
+{ "l_orderkey": 2692, "l_partkey": 17, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 3, "l_extendedprice": 2751.03d, "l_discount": 0.1d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-02-25", "l_commitdate": "1998-01-29", "l_receiptdate": "1998-03-27", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "equests. bold, even foxes haggle slyl" }
+{ "l_orderkey": 2694, "l_partkey": 153, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 30, "l_extendedprice": 31594.5d, "l_discount": 0.02d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-06-20", "l_commitdate": "1996-06-01", "l_receiptdate": "1996-07-15", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "oxes. never iro" }
+{ "l_orderkey": 2759, "l_partkey": 59, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 10, "l_extendedprice": 9590.5d, "l_discount": 0.1d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-12-14", "l_commitdate": "1994-01-08", "l_receiptdate": "1994-01-01", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "s. busily ironic theodo" }
+{ "l_orderkey": 2819, "l_partkey": 70, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 17, "l_extendedprice": 16491.19d, "l_discount": 0.08d, "l_tax": 0.08d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-07-16", "l_commitdate": "1994-07-15", "l_receiptdate": "1994-07-17", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "en deposits above the f" }
+{ "l_orderkey": 2850, "l_partkey": 97, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 43, "l_extendedprice": 42874.87d, "l_discount": 0.02d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-11", "l_commitdate": "1996-11-03", "l_receiptdate": "1997-02-01", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "unusual accounts" }
+{ "l_orderkey": 2886, "l_partkey": 60, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 1, "l_extendedprice": 960.06d, "l_discount": 0.09d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-02-01", "l_commitdate": "1994-12-18", "l_receiptdate": "1995-02-28", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "eposits fr" }
+{ "l_orderkey": 2912, "l_partkey": 122, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 8, "l_extendedprice": 8176.96d, "l_discount": 0.06d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-04-09", "l_commitdate": "1992-04-19", "l_receiptdate": "1992-04-26", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "hs cajole over the slyl" }
+{ "l_orderkey": 2944, "l_partkey": 120, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 44, "l_extendedprice": 44885.28d, "l_discount": 0.08d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-12-25", "l_commitdate": "1997-10-28", "l_receiptdate": "1998-01-21", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "ickly special theodolit" }
+{ "l_orderkey": 2947, "l_partkey": 10, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 37, "l_extendedprice": 33670.37d, "l_discount": 0.09d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-08-09", "l_commitdate": "1995-07-05", "l_receiptdate": "1995-08-20", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "e accounts: expres" }
+{ "l_orderkey": 2950, "l_partkey": 130, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 32, "l_extendedprice": 32964.16d, "l_discount": 0.01d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-09-21", "l_commitdate": "1997-08-25", "l_receiptdate": "1997-10-08", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "its wake carefully slyly final ideas." }
+{ "l_orderkey": 2978, "l_partkey": 90, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 29, "l_extendedprice": 28712.61d, "l_discount": 0.0d, "l_tax": 0.08d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-06-03", "l_commitdate": "1995-07-25", "l_receiptdate": "1995-06-06", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "ecial ideas promise slyly" }
+{ "l_orderkey": 3143, "l_partkey": 90, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 22, "l_extendedprice": 21781.98d, "l_discount": 0.02d, "l_tax": 0.0d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-05-11", "l_commitdate": "1993-03-26", "l_receiptdate": "1993-05-20", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "l, special instructions nag " }
+{ "l_orderkey": 3264, "l_partkey": 200, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 39, "l_extendedprice": 42907.8d, "l_discount": 0.06d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-11-07", "l_commitdate": "1996-12-12", "l_receiptdate": "1996-11-20", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "sleep carefully after the slyly final" }
+{ "l_orderkey": 3266, "l_partkey": 64, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 31, "l_extendedprice": 29885.86d, "l_discount": 0.09d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-06-19", "l_commitdate": "1995-05-04", "l_receiptdate": "1995-07-06", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "grate among the quickly express deposits" }
+{ "l_orderkey": 3270, "l_partkey": 35, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 11, "l_extendedprice": 10285.33d, "l_discount": 0.07d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-07-29", "l_commitdate": "1997-08-11", "l_receiptdate": "1997-08-05", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": " solve at the regular deposits. " }
+{ "l_orderkey": 3364, "l_partkey": 90, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 49, "l_extendedprice": 48514.41d, "l_discount": 0.03d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-09-17", "l_commitdate": "1997-08-23", "l_receiptdate": "1997-10-06", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "d accounts? caref" }
+{ "l_orderkey": 3366, "l_partkey": 40, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 4, "l_extendedprice": 3760.16d, "l_discount": 0.07d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-05-20", "l_commitdate": "1997-06-25", "l_receiptdate": "1997-06-03", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": " carefully about " }
+{ "l_orderkey": 3425, "l_partkey": 120, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 11, "l_extendedprice": 11221.32d, "l_discount": 0.03d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-04-24", "l_commitdate": "1996-05-29", "l_receiptdate": "1996-05-23", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "ckly final deposits use quickly?" }
+{ "l_orderkey": 3460, "l_partkey": 11, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 40, "l_extendedprice": 36440.4d, "l_discount": 0.1d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-12-28", "l_commitdate": "1995-12-14", "l_receiptdate": "1996-01-02", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "odolites are slyly bold deposits" }
+{ "l_orderkey": 3494, "l_partkey": 117, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 40, "l_extendedprice": 40684.4d, "l_discount": 0.05d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-07-10", "l_commitdate": "1993-06-01", "l_receiptdate": "1993-07-25", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "lites haggle furiously about the fin" }
+{ "l_orderkey": 3520, "l_partkey": 28, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 30, "l_extendedprice": 27840.6d, "l_discount": 0.04d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-11-11", "l_commitdate": "1997-10-02", "l_receiptdate": "1997-12-06", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "deas should solve blithely among the ironi" }
+{ "l_orderkey": 3559, "l_partkey": 90, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 29, "l_extendedprice": 28712.61d, "l_discount": 0.0d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-12-10", "l_commitdate": "1992-12-03", "l_receiptdate": "1992-12-20", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "l, regular accounts wake flu" }
+{ "l_orderkey": 3585, "l_partkey": 122, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 21, "l_extendedprice": 21464.52d, "l_discount": 0.05d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-12-04", "l_commitdate": "1994-12-25", "l_receiptdate": "1995-01-01", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "ounts use. express, final platelets us" }
+{ "l_orderkey": 3618, "l_partkey": 140, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 38, "l_extendedprice": 39525.32d, "l_discount": 0.08d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-12-22", "l_commitdate": "1998-02-23", "l_receiptdate": "1998-01-03", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "nts haggle fluffily above the regular " }
+{ "l_orderkey": 3715, "l_partkey": 97, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 13, "l_extendedprice": 12962.17d, "l_discount": 0.0d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-05-11", "l_commitdate": "1996-04-25", "l_receiptdate": "1996-06-09", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "e quickly ironic" }
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+{ "l_orderkey": 4064, "l_partkey": 199, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 3, "l_extendedprice": 3297.57d, "l_discount": 0.1d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-04", "l_commitdate": "1997-01-01", "l_receiptdate": "1997-01-23", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "its! quickly sp" }
+{ "l_orderkey": 4067, "l_partkey": 180, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 18, "l_extendedprice": 19443.24d, "l_discount": 0.03d, "l_tax": 0.08d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-01-24", "l_commitdate": "1992-12-23", "l_receiptdate": "1993-02-20", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "e the slyly final packages d" }
+{ "l_orderkey": 4068, "l_partkey": 110, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 43, "l_extendedprice": 43434.73d, "l_discount": 0.05d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-11-28", "l_commitdate": "1996-11-16", "l_receiptdate": "1996-12-22", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "ructions. regular, special packag" }
+{ "l_orderkey": 4098, "l_partkey": 200, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 46, "l_extendedprice": 50609.2d, "l_discount": 0.07d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-26", "l_commitdate": "1997-01-27", "l_receiptdate": "1997-02-13", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "e slyly blithely silent deposits. fluff" }
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+{ "l_orderkey": 4194, "l_partkey": 197, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 43, "l_extendedprice": 47179.17d, "l_discount": 0.08d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-11-06", "l_commitdate": "1994-12-09", "l_receiptdate": "1994-11-16", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "olites are after the exp" }
+{ "l_orderkey": 4261, "l_partkey": 110, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 12, "l_extendedprice": 12121.32d, "l_discount": 0.05d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-11-01", "l_commitdate": "1993-01-01", "l_receiptdate": "1992-11-12", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "into beans " }
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+{ "l_orderkey": 4608, "l_partkey": 173, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 30, "l_extendedprice": 32195.1d, "l_discount": 0.08d, "l_tax": 0.05d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-10-08", "l_commitdate": "1994-07-18", "l_receiptdate": "1994-10-25", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "s cajole. slyly " }
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+{ "l_orderkey": 4802, "l_partkey": 40, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 6, "l_extendedprice": 5640.24d, "l_discount": 0.0d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-04-16", "l_commitdate": "1997-03-25", "l_receiptdate": "1997-04-21", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "unusual accounts wake blithely. b" }
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+{ "l_orderkey": 4805, "l_partkey": 150, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 7, "l_extendedprice": 7351.05d, "l_discount": 0.09d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-05-01", "l_commitdate": "1992-07-09", "l_receiptdate": "1992-05-09", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": " requests. regular deposit" }
+{ "l_orderkey": 4807, "l_partkey": 122, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 9, "l_extendedprice": 9199.08d, "l_discount": 0.04d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-04-23", "l_commitdate": "1997-03-01", "l_receiptdate": "1997-05-15", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "may are blithely. carefully even pinto b" }
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+{ "l_orderkey": 4837, "l_partkey": 42, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 16, "l_extendedprice": 15072.64d, "l_discount": 0.09d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-08-12", "l_commitdate": "1998-06-06", "l_receiptdate": "1998-08-26", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "ing requests are blithely regular instructi" }
+{ "l_orderkey": 4898, "l_partkey": 72, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 44, "l_extendedprice": 42771.08d, "l_discount": 0.07d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-09-13", "l_commitdate": "1994-08-18", "l_receiptdate": "1994-09-16", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "y regular grouches about" }
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+{ "l_orderkey": 4929, "l_partkey": 14, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 20, "l_extendedprice": 18280.2d, "l_discount": 0.0d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-03-12", "l_commitdate": "1996-05-23", "l_receiptdate": "1996-03-20", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": " final pinto beans detect. final," }
+{ "l_orderkey": 4967, "l_partkey": 71, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 50, "l_extendedprice": 48553.5d, "l_discount": 0.07d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-05-27", "l_commitdate": "1997-05-13", "l_receiptdate": "1997-06-12", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "kages. final, unusual accounts c" }
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+{ "l_orderkey": 5028, "l_partkey": 14, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 15, "l_extendedprice": 13710.15d, "l_discount": 0.07d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-07-17", "l_commitdate": "1992-07-16", "l_receiptdate": "1992-08-05", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "es are quickly final pains. furiously pend" }
+{ "l_orderkey": 5031, "l_partkey": 50, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 15, "l_extendedprice": 14250.75d, "l_discount": 0.02d, "l_tax": 0.05d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1995-04-01", "l_commitdate": "1995-02-24", "l_receiptdate": "1995-04-12", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "yly pending theodolites." }
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+{ "l_orderkey": 5154, "l_partkey": 190, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 11, "l_extendedprice": 11992.09d, "l_discount": 0.02d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-08-06", "l_commitdate": "1997-06-30", "l_receiptdate": "1997-09-04", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "luffily bold foxes. final" }
+{ "l_orderkey": 5185, "l_partkey": 197, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 37, "l_extendedprice": 40596.03d, "l_discount": 0.0d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-08-08", "l_commitdate": "1997-09-08", "l_receiptdate": "1997-08-14", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "gainst the courts dazzle care" }
+{ "l_orderkey": 5187, "l_partkey": 11, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 49, "l_extendedprice": 44639.49d, "l_discount": 0.04d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-10-20", "l_commitdate": "1997-10-12", "l_receiptdate": "1997-10-26", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "l, regular platelets instead of the foxes w" }
+{ "l_orderkey": 5190, "l_partkey": 56, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 43, "l_extendedprice": 41110.15d, "l_discount": 0.09d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-08-19", "l_commitdate": "1992-06-10", "l_receiptdate": "1992-09-01", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "encies use fluffily unusual requests? hoc" }
+{ "l_orderkey": 5217, "l_partkey": 80, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 50, "l_extendedprice": 49004.0d, "l_discount": 0.05d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-12-26", "l_commitdate": "1995-11-21", "l_receiptdate": "1996-01-24", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "s. express, express accounts c" }
+{ "l_orderkey": 5281, "l_partkey": 114, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 37, "l_extendedprice": 37522.07d, "l_discount": 0.05d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-11-10", "l_commitdate": "1996-01-31", "l_receiptdate": "1995-11-22", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "ronic dependencies. fluffily final p" }
+{ "l_orderkey": 5284, "l_partkey": 173, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 16, "l_extendedprice": 17170.72d, "l_discount": 0.04d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-08-17", "l_commitdate": "1995-08-23", "l_receiptdate": "1995-08-26", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "unts detect furiously even d" }
+{ "l_orderkey": 5286, "l_partkey": 199, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 1, "l_extendedprice": 1099.19d, "l_discount": 0.01d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-11-25", "l_commitdate": "1997-11-07", "l_receiptdate": "1997-12-17", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "ly! furiously final pack" }
+{ "l_orderkey": 5313, "l_partkey": 17, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 34, "l_extendedprice": 31178.34d, "l_discount": 0.1d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-08-07", "l_commitdate": "1997-08-12", "l_receiptdate": "1997-08-24", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "ccording to the blithely final account" }
+{ "l_orderkey": 5315, "l_partkey": 35, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 12, "l_extendedprice": 11220.36d, "l_discount": 0.08d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-12-18", "l_commitdate": "1993-01-16", "l_receiptdate": "1993-01-10", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "ccounts. furiously ironi" }
+{ "l_orderkey": 5316, "l_partkey": 108, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 29, "l_extendedprice": 29234.9d, "l_discount": 0.1d, "l_tax": 0.05d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-03-28", "l_commitdate": "1994-04-29", "l_receiptdate": "1994-04-09", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "ckly unusual foxes bo" }
+{ "l_orderkey": 5379, "l_partkey": 199, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 40, "l_extendedprice": 43967.6d, "l_discount": 0.01d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-10-01", "l_commitdate": "1995-10-19", "l_receiptdate": "1995-10-30", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "carefully final accounts haggle blithely. " }
+{ "l_orderkey": 5441, "l_partkey": 164, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 3, "l_extendedprice": 3192.48d, "l_discount": 0.0d, "l_tax": 0.02d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-08-12", "l_commitdate": "1994-10-14", "l_receiptdate": "1994-09-01", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "are. unusual, " }
+{ "l_orderkey": 5445, "l_partkey": 90, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 33, "l_extendedprice": 32672.97d, "l_discount": 0.08d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-10-21", "l_commitdate": "1993-10-14", "l_receiptdate": "1993-10-28", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "ests. final instructions" }
+{ "l_orderkey": 5446, "l_partkey": 190, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 27, "l_extendedprice": 29435.13d, "l_discount": 0.05d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-07-21", "l_commitdate": "1994-08-25", "l_receiptdate": "1994-08-17", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "ously across the quic" }
+{ "l_orderkey": 5447, "l_partkey": 99, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 31, "l_extendedprice": 30971.79d, "l_discount": 0.09d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-07-14", "l_commitdate": "1996-05-07", "l_receiptdate": "1996-07-17", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": " foxes sleep. blithely unusual accounts det" }
+{ "l_orderkey": 5476, "l_partkey": 48, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 13, "l_extendedprice": 12324.52d, "l_discount": 0.01d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-12-27", "l_commitdate": "1997-12-08", "l_receiptdate": "1997-12-29", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "iously special ac" }
+{ "l_orderkey": 5506, "l_partkey": 140, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 2, "l_extendedprice": 2080.28d, "l_discount": 0.0d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-02-04", "l_commitdate": "1994-01-13", "l_receiptdate": "1994-02-17", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "onic theodolites are fluffil" }
+{ "l_orderkey": 5536, "l_partkey": 90, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 14, "l_extendedprice": 13861.26d, "l_discount": 0.08d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-05-18", "l_commitdate": "1998-05-08", "l_receiptdate": "1998-06-05", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "instructions sleep " }
+{ "l_orderkey": 5572, "l_partkey": 22, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 24, "l_extendedprice": 22128.48d, "l_discount": 0.08d, "l_tax": 0.08d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-10-30", "l_commitdate": "1994-10-02", "l_receiptdate": "1994-11-27", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "ests cajole. evenly ironic exc" }
+{ "l_orderkey": 5664, "l_partkey": 122, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 25, "l_extendedprice": 25553.0d, "l_discount": 0.0d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-10-29", "l_commitdate": "1998-09-23", "l_receiptdate": "1998-11-25", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "eposits: furiously ironic grouch" }
+{ "l_orderkey": 5670, "l_partkey": 90, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 27, "l_extendedprice": 26732.43d, "l_discount": 0.1d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-05-09", "l_commitdate": "1993-05-30", "l_receiptdate": "1993-06-06", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": " ideas promise bli" }
+{ "l_orderkey": 5728, "l_partkey": 44, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 47, "l_extendedprice": 44369.88d, "l_discount": 0.1d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-12-13", "l_commitdate": "1995-01-25", "l_receiptdate": "1994-12-25", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "nd the bravely final deposits. final ideas" }
+{ "l_orderkey": 5735, "l_partkey": 60, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 41, "l_extendedprice": 39362.46d, "l_discount": 0.01d, "l_tax": 0.01d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-12-23", "l_commitdate": "1995-02-10", "l_receiptdate": "1995-01-22", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "lthily ruthless i" }
+{ "l_orderkey": 5826, "l_partkey": 144, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 4, "l_extendedprice": 4176.56d, "l_discount": 0.03d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-07-31", "l_commitdate": "1998-09-10", "l_receiptdate": "1998-08-27", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": " packages across the fluffily spec" }
+{ "l_orderkey": 5829, "l_partkey": 40, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 4, "l_extendedprice": 3760.16d, "l_discount": 0.01d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-03-01", "l_commitdate": "1997-02-17", "l_receiptdate": "1997-03-22", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "ithely; accounts cajole ideas. regular foxe" }
+{ "l_orderkey": 5856, "l_partkey": 4, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 1, "l_extendedprice": 904.0d, "l_discount": 0.03d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-12-29", "l_commitdate": "1995-01-07", "l_receiptdate": "1995-01-10", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "tly. special deposits wake blithely even" }
+{ "l_orderkey": 5926, "l_partkey": 90, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 8, "l_extendedprice": 7920.72d, "l_discount": 0.02d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-07-17", "l_commitdate": "1994-07-20", "l_receiptdate": "1994-08-11", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "gle furiously express foxes. bo" }
+{ "l_orderkey": 5927, "l_partkey": 90, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 44, "l_extendedprice": 43563.96d, "l_discount": 0.04d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-11-29", "l_commitdate": "1997-11-21", "l_receiptdate": "1997-12-13", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "rding to the special, final decoy" }
+{ "l_orderkey": 5955, "l_partkey": 140, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 14, "l_extendedprice": 14561.96d, "l_discount": 0.08d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-06-22", "l_commitdate": "1995-05-23", "l_receiptdate": "1995-06-24", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": " unusual, bold theodolit" }
+{ "l_orderkey": 5959, "l_partkey": 135, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 49, "l_extendedprice": 50721.37d, "l_discount": 0.07d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-07-16", "l_commitdate": "1992-08-09", "l_receiptdate": "1992-08-14", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "usual packages haggle slyly pi" }
+{ "l_orderkey": 5988, "l_partkey": 172, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 41, "l_extendedprice": 43958.97d, "l_discount": 0.08d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-01-20", "l_commitdate": "1994-02-06", "l_receiptdate": "1994-02-10", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "the pending, express reque" }
diff --git a/asterix-app/src/test/resources/runtimets/results/dml/delete.adm b/asterix-app/src/test/resources/runtimets/results/dml/delete.adm
new file mode 100644
index 0000000..7039cfe
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/dml/delete.adm
@@ -0,0 +1,25 @@
+{ "l_orderkey": 1, "l_partkey": 156, "l_suppkey": 4, "l_linenumber": 1, "l_quantity": 17, "l_extendedprice": 17954.55d, "l_discount": 0.04d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-03-13", "l_commitdate": "1996-02-12", "l_receiptdate": "1996-03-22", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "egular courts above the" }
+{ "l_orderkey": 1, "l_partkey": 68, "l_suppkey": 9, "l_linenumber": 2, "l_quantity": 36, "l_extendedprice": 34850.16d, "l_discount": 0.09d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-04-12", "l_commitdate": "1996-02-28", "l_receiptdate": "1996-04-20", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "ly final dependencies: slyly bold " }
+{ "l_orderkey": 1, "l_partkey": 64, "l_suppkey": 5, "l_linenumber": 3, "l_quantity": 8, "l_extendedprice": 7712.48d, "l_discount": 0.1d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-01-29", "l_commitdate": "1996-03-05", "l_receiptdate": "1996-01-31", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "riously. regular, express dep" }
+{ "l_orderkey": 1, "l_partkey": 3, "l_suppkey": 6, "l_linenumber": 4, "l_quantity": 28, "l_extendedprice": 25284.0d, "l_discount": 0.09d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-04-21", "l_commitdate": "1996-03-30", "l_receiptdate": "1996-05-16", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "lites. fluffily even de" }
+{ "l_orderkey": 1, "l_partkey": 25, "l_suppkey": 8, "l_linenumber": 5, "l_quantity": 24, "l_extendedprice": 22200.48d, "l_discount": 0.1d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-03-30", "l_commitdate": "1996-03-14", "l_receiptdate": "1996-04-01", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": " pending foxes. slyly re" }
+{ "l_orderkey": 1, "l_partkey": 16, "l_suppkey": 3, "l_linenumber": 6, "l_quantity": 32, "l_extendedprice": 29312.32d, "l_discount": 0.07d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-01-30", "l_commitdate": "1996-02-07", "l_receiptdate": "1996-02-03", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "arefully slyly ex" }
+{ "l_orderkey": 2, "l_partkey": 107, "l_suppkey": 2, "l_linenumber": 1, "l_quantity": 38, "l_extendedprice": 38269.8d, "l_discount": 0.0d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-28", "l_commitdate": "1997-01-14", "l_receiptdate": "1997-02-02", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "ven requests. deposits breach a" }
+{ "l_orderkey": 3, "l_partkey": 5, "l_suppkey": 2, "l_linenumber": 1, "l_quantity": 45, "l_extendedprice": 40725.0d, "l_discount": 0.06d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-02-02", "l_commitdate": "1994-01-04", "l_receiptdate": "1994-02-23", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "ongside of the furiously brave acco" }
+{ "l_orderkey": 3, "l_partkey": 20, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 49, "l_extendedprice": 45080.98d, "l_discount": 0.1d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-11-09", "l_commitdate": "1993-12-20", "l_receiptdate": "1993-11-24", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": " unusual accounts. eve" }
+{ "l_orderkey": 3, "l_partkey": 129, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 27, "l_extendedprice": 27786.24d, "l_discount": 0.06d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-01-16", "l_commitdate": "1993-11-22", "l_receiptdate": "1994-01-23", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "nal foxes wake. " }
+{ "l_orderkey": 3, "l_partkey": 30, "l_suppkey": 5, "l_linenumber": 4, "l_quantity": 2, "l_extendedprice": 1860.06d, "l_discount": 0.01d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-12-04", "l_commitdate": "1994-01-07", "l_receiptdate": "1994-01-01", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "y. fluffily pending d" }
+{ "l_orderkey": 3, "l_partkey": 184, "l_suppkey": 5, "l_linenumber": 5, "l_quantity": 28, "l_extendedprice": 30357.04d, "l_discount": 0.04d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-12-14", "l_commitdate": "1994-01-10", "l_receiptdate": "1994-01-01", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "ages nag slyly pending" }
+{ "l_orderkey": 3, "l_partkey": 63, "l_suppkey": 8, "l_linenumber": 6, "l_quantity": 26, "l_extendedprice": 25039.56d, "l_discount": 0.1d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-10-29", "l_commitdate": "1993-12-18", "l_receiptdate": "1993-11-04", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "ges sleep after the caref" }
+{ "l_orderkey": 4, "l_partkey": 89, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 30, "l_extendedprice": 29672.4d, "l_discount": 0.03d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-01-10", "l_commitdate": "1995-12-14", "l_receiptdate": "1996-01-18", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "- quickly regular packages sleep. idly" }
+{ "l_orderkey": 5, "l_partkey": 109, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 15, "l_extendedprice": 15136.5d, "l_discount": 0.02d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-10-31", "l_commitdate": "1994-08-31", "l_receiptdate": "1994-11-20", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "ts wake furiously " }
+{ "l_orderkey": 5, "l_partkey": 124, "l_suppkey": 5, "l_linenumber": 2, "l_quantity": 26, "l_extendedprice": 26627.12d, "l_discount": 0.07d, "l_tax": 0.08d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-10-16", "l_commitdate": "1994-09-25", "l_receiptdate": "1994-10-19", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "sts use slyly quickly special instruc" }
+{ "l_orderkey": 5, "l_partkey": 38, "l_suppkey": 4, "l_linenumber": 3, "l_quantity": 50, "l_extendedprice": 46901.5d, "l_discount": 0.08d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-08-08", "l_commitdate": "1994-10-13", "l_receiptdate": "1994-08-26", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "eodolites. fluffily unusual" }
+{ "l_orderkey": 6, "l_partkey": 140, "l_suppkey": 6, "l_linenumber": 1, "l_quantity": 37, "l_extendedprice": 38485.18d, "l_discount": 0.08d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-04-27", "l_commitdate": "1992-05-15", "l_receiptdate": "1992-05-02", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "p furiously special foxes" }
+{ "l_orderkey": 7, "l_partkey": 183, "l_suppkey": 4, "l_linenumber": 1, "l_quantity": 12, "l_extendedprice": 12998.16d, "l_discount": 0.07d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-05-07", "l_commitdate": "1996-03-13", "l_receiptdate": "1996-06-03", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "ss pinto beans wake against th" }
+{ "l_orderkey": 7, "l_partkey": 146, "l_suppkey": 3, "l_linenumber": 2, "l_quantity": 9, "l_extendedprice": 9415.26d, "l_discount": 0.08d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-02-01", "l_commitdate": "1996-03-02", "l_receiptdate": "1996-02-19", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "es. instructions" }
+{ "l_orderkey": 7, "l_partkey": 95, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 46, "l_extendedprice": 45774.14d, "l_discount": 0.1d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-01-15", "l_commitdate": "1996-03-27", "l_receiptdate": "1996-02-03", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": " unusual reques" }
+{ "l_orderkey": 7, "l_partkey": 164, "l_suppkey": 5, "l_linenumber": 4, "l_quantity": 28, "l_extendedprice": 29796.48d, "l_discount": 0.03d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-03-21", "l_commitdate": "1996-04-08", "l_receiptdate": "1996-04-20", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": ". slyly special requests haggl" }
+{ "l_orderkey": 7, "l_partkey": 152, "l_suppkey": 4, "l_linenumber": 5, "l_quantity": 38, "l_extendedprice": 39981.7d, "l_discount": 0.08d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-02-11", "l_commitdate": "1996-02-24", "l_receiptdate": "1996-02-18", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "ns haggle carefully ironic deposits. bl" }
+{ "l_orderkey": 7, "l_partkey": 80, "l_suppkey": 10, "l_linenumber": 6, "l_quantity": 35, "l_extendedprice": 34302.8d, "l_discount": 0.06d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-01-16", "l_commitdate": "1996-02-23", "l_receiptdate": "1996-01-22", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "jole. excuses wake carefully alongside of " }
+{ "l_orderkey": 7, "l_partkey": 158, "l_suppkey": 3, "l_linenumber": 7, "l_quantity": 5, "l_extendedprice": 5290.75d, "l_discount": 0.04d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-02-10", "l_commitdate": "1996-03-26", "l_receiptdate": "1996-02-13", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "ithely regula" }
diff --git a/asterix-app/src/test/resources/runtimets/results/dml/insert-tuple-with-index.adm b/asterix-app/src/test/resources/runtimets/results/dml/insert-tuple-with-index.adm
new file mode 100644
index 0000000..e6716e8
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/dml/insert-tuple-with-index.adm
@@ -0,0 +1 @@
+{ "l_orderkey": 1, "l_linenumber": 2, "l_suppkey": 3 }
diff --git a/asterix-app/src/test/resources/runtimets/results/dml/insert-tuple.adm b/asterix-app/src/test/resources/runtimets/results/dml/insert-tuple.adm
new file mode 100644
index 0000000..1b6c344
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/dml/insert-tuple.adm
@@ -0,0 +1,2 @@
+{ "l_orderkey": 1, "l_linenumber": 2, "l_suppkey": 3 }
+{ "l_orderkey": 2, "l_linenumber": 3, "l_suppkey": 4 }
diff --git a/asterix-app/src/test/resources/runtimets/results/dml/insert-wisc.adm b/asterix-app/src/test/resources/runtimets/results/dml/insert-wisc.adm
new file mode 100644
index 0000000..9ee590f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/dml/insert-wisc.adm
@@ -0,0 +1,51 @@
+{ "unique1": 5238, "unique2": 1, "two": 0, "four": 0, "ten": 8, "twenty": 18, "onePercent": 38, "tenPercent": 8, "twentyPercent": 3, "fiftyPercent": 0, "unique3": 5238, "evenOnePercent": 76, "oddOnePercent": 77, "stringu1": "HTMAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "BAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "HHHHXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 8890, "unique2": 2, "two": 0, "four": 0, "ten": 0, "twenty": 10, "onePercent": 90, "tenPercent": 0, "twentyPercent": 0, "fiftyPercent": 0, "unique3": 8890, "evenOnePercent": 180, "oddOnePercent": 181, "stringu1": "NDYAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "CAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "OOOOXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 4204, "unique2": 3, "two": 0, "four": 0, "ten": 4, "twenty": 4, "onePercent": 4, "tenPercent": 4, "twentyPercent": 4, "fiftyPercent": 0, "unique3": 4204, "evenOnePercent": 8, "oddOnePercent": 9, "stringu1": "GFSAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "DAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "VVVVXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 7926, "unique2": 4, "two": 0, "four": 0, "ten": 6, "twenty": 6, "onePercent": 26, "tenPercent": 6, "twentyPercent": 1, "fiftyPercent": 0, "unique3": 7926, "evenOnePercent": 52, "oddOnePercent": 53, "stringu1": "LSWAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "EAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "AAAAXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 7370, "unique2": 5, "two": 0, "four": 0, "ten": 0, "twenty": 10, "onePercent": 70, "tenPercent": 0, "twentyPercent": 0, "fiftyPercent": 0, "unique3": 7370, "evenOnePercent": 140, "oddOnePercent": 141, "stringu1": "KXMAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "FAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "HHHHXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 4587, "unique2": 6, "two": 1, "four": 0, "ten": 7, "twenty": 7, "onePercent": 87, "tenPercent": 7, "twentyPercent": 2, "fiftyPercent": 1, "unique3": 4587, "evenOnePercent": 174, "oddOnePercent": 175, "stringu1": "GULAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "GAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "OOOOXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 502, "unique2": 7, "two": 0, "four": 0, "ten": 2, "twenty": 2, "onePercent": 2, "tenPercent": 2, "twentyPercent": 2, "fiftyPercent": 0, "unique3": 502, "evenOnePercent": 4, "oddOnePercent": 5, "stringu1": "TIAAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "HAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "VVVVXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 9662, "unique2": 8, "two": 0, "four": 0, "ten": 2, "twenty": 2, "onePercent": 62, "tenPercent": 2, "twentyPercent": 2, "fiftyPercent": 0, "unique3": 9662, "evenOnePercent": 124, "oddOnePercent": 125, "stringu1": "OHQAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "IAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "AAAAXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 9724, "unique2": 9, "two": 0, "four": 0, "ten": 4, "twenty": 4, "onePercent": 24, "tenPercent": 4, "twentyPercent": 4, "fiftyPercent": 0, "unique3": 9724, "evenOnePercent": 48, "oddOnePercent": 49, "stringu1": "OKAAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "JAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "HHHHXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 3375, "unique2": 10, "two": 1, "four": 0, "ten": 5, "twenty": 15, "onePercent": 75, "tenPercent": 5, "twentyPercent": 0, "fiftyPercent": 1, "unique3": 3375, "evenOnePercent": 150, "oddOnePercent": 151, "stringu1": "EZVAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "KAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "OOOOXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 9050, "unique2": 11, "two": 0, "four": 0, "ten": 0, "twenty": 10, "onePercent": 50, "tenPercent": 0, "twentyPercent": 0, "fiftyPercent": 0, "unique3": 9050, "evenOnePercent": 100, "oddOnePercent": 101, "stringu1": "NKCAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "LAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "VVVVXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 3637, "unique2": 12, "two": 1, "four": 0, "ten": 7, "twenty": 17, "onePercent": 37, "tenPercent": 7, "twentyPercent": 2, "fiftyPercent": 1, "unique3": 3637, "evenOnePercent": 74, "oddOnePercent": 75, "stringu1": "FJXAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "MAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "AAAAXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 4494, "unique2": 13, "two": 0, "four": 0, "ten": 4, "twenty": 14, "onePercent": 94, "tenPercent": 4, "twentyPercent": 4, "fiftyPercent": 0, "unique3": 4494, "evenOnePercent": 188, "oddOnePercent": 189, "stringu1": "GQWAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "NAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "HHHHXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 5022, "unique2": 14, "two": 0, "four": 0, "ten": 2, "twenty": 2, "onePercent": 22, "tenPercent": 2, "twentyPercent": 2, "fiftyPercent": 0, "unique3": 5022, "evenOnePercent": 44, "oddOnePercent": 45, "stringu1": "HLEAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "OAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "OOOOXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 6153, "unique2": 15, "two": 1, "four": 0, "ten": 3, "twenty": 13, "onePercent": 53, "tenPercent": 3, "twentyPercent": 3, "fiftyPercent": 1, "unique3": 6153, "evenOnePercent": 106, "oddOnePercent": 107, "stringu1": "JCRAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "PAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "VVVVXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 2833, "unique2": 16, "two": 1, "four": 0, "ten": 3, "twenty": 13, "onePercent": 33, "tenPercent": 3, "twentyPercent": 3, "fiftyPercent": 1, "unique3": 2833, "evenOnePercent": 66, "oddOnePercent": 67, "stringu1": "EEZAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "QAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "AAAAXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 7093, "unique2": 17, "two": 1, "four": 0, "ten": 3, "twenty": 13, "onePercent": 93, "tenPercent": 3, "twentyPercent": 3, "fiftyPercent": 1, "unique3": 7093, "evenOnePercent": 186, "oddOnePercent": 187, "stringu1": "KMVAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "RAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "HHHHXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 8258, "unique2": 18, "two": 0, "four": 0, "ten": 8, "twenty": 18, "onePercent": 58, "tenPercent": 8, "twentyPercent": 3, "fiftyPercent": 0, "unique3": 8258, "evenOnePercent": 116, "oddOnePercent": 117, "stringu1": "MFQAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "SAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "OOOOXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 6944, "unique2": 19, "two": 0, "four": 0, "ten": 4, "twenty": 4, "onePercent": 44, "tenPercent": 4, "twentyPercent": 4, "fiftyPercent": 0, "unique3": 6944, "evenOnePercent": 88, "oddOnePercent": 89, "stringu1": "KHCAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "TAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "VVVVXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 9474, "unique2": 20, "two": 0, "four": 0, "ten": 4, "twenty": 14, "onePercent": 74, "tenPercent": 4, "twentyPercent": 4, "fiftyPercent": 0, "unique3": 9474, "evenOnePercent": 148, "oddOnePercent": 149, "stringu1": "OAKAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "UAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "AAAAXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 8639, "unique2": 21, "two": 1, "four": 0, "ten": 9, "twenty": 19, "onePercent": 39, "tenPercent": 9, "twentyPercent": 4, "fiftyPercent": 1, "unique3": 8639, "evenOnePercent": 78, "oddOnePercent": 79, "stringu1": "MUHAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "VAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "HHHHXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 9409, "unique2": 22, "two": 1, "four": 0, "ten": 9, "twenty": 9, "onePercent": 9, "tenPercent": 9, "twentyPercent": 4, "fiftyPercent": 1, "unique3": 9409, "evenOnePercent": 18, "oddOnePercent": 19, "stringu1": "NXXAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "WAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "OOOOXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 4804, "unique2": 23, "two": 0, "four": 0, "ten": 4, "twenty": 4, "onePercent": 4, "tenPercent": 4, "twentyPercent": 4, "fiftyPercent": 0, "unique3": 4804, "evenOnePercent": 8, "oddOnePercent": 9, "stringu1": "HCUAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "XAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "VVVVXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 3298, "unique2": 24, "two": 0, "four": 0, "ten": 8, "twenty": 18, "onePercent": 98, "tenPercent": 8, "twentyPercent": 3, "fiftyPercent": 0, "unique3": 3298, "evenOnePercent": 196, "oddOnePercent": 197, "stringu1": "EWWAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "YAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "AAAAXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 4507, "unique2": 25, "two": 1, "four": 0, "ten": 7, "twenty": 7, "onePercent": 7, "tenPercent": 7, "twentyPercent": 2, "fiftyPercent": 1, "unique3": 4507, "evenOnePercent": 14, "oddOnePercent": 15, "stringu1": "GRJAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "ZAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "HHHHXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 5789, "unique2": 26, "two": 1, "four": 0, "ten": 9, "twenty": 9, "onePercent": 89, "tenPercent": 9, "twentyPercent": 4, "fiftyPercent": 1, "unique3": 5789, "evenOnePercent": 178, "oddOnePercent": 179, "stringu1": "IORAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "BAAAAAXXXXXXXXXXXXXXXXXXX", "string4": "OOOOXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 1371, "unique2": 27, "two": 1, "four": 0, "ten": 1, "twenty": 11, "onePercent": 71, "tenPercent": 1, "twentyPercent": 1, "fiftyPercent": 1, "unique3": 1371, "evenOnePercent": 142, "oddOnePercent": 143, "stringu1": "CATAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "BBAAAAXXXXXXXXXXXXXXXXXXX", "string4": "VVVVXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 891, "unique2": 28, "two": 1, "four": 0, "ten": 1, "twenty": 11, "onePercent": 91, "tenPercent": 1, "twentyPercent": 1, "fiftyPercent": 1, "unique3": 891, "evenOnePercent": 182, "oddOnePercent": 183, "stringu1": "BIHAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "BCAAAAXXXXXXXXXXXXXXXXXXX", "string4": "AAAAXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 2592, "unique2": 29, "two": 0, "four": 0, "ten": 2, "twenty": 12, "onePercent": 92, "tenPercent": 2, "twentyPercent": 2, "fiftyPercent": 0, "unique3": 2592, "evenOnePercent": 184, "oddOnePercent": 185, "stringu1": "DVSAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "BDAAAAXXXXXXXXXXXXXXXXXXX", "string4": "HHHHXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 2881, "unique2": 30, "two": 1, "four": 0, "ten": 1, "twenty": 1, "onePercent": 81, "tenPercent": 1, "twentyPercent": 1, "fiftyPercent": 1, "unique3": 2881, "evenOnePercent": 162, "oddOnePercent": 163, "stringu1": "EGVAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "BEAAAAXXXXXXXXXXXXXXXXXXX", "string4": "OOOOXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 9925, "unique2": 31, "two": 1, "four": 0, "ten": 5, "twenty": 5, "onePercent": 25, "tenPercent": 5, "twentyPercent": 0, "fiftyPercent": 1, "unique3": 9925, "evenOnePercent": 50, "oddOnePercent": 51, "stringu1": "ORTAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "BFAAAAXXXXXXXXXXXXXXXXXXX", "string4": "VVVVXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 5227, "unique2": 32, "two": 1, "four": 0, "ten": 7, "twenty": 7, "onePercent": 27, "tenPercent": 7, "twentyPercent": 2, "fiftyPercent": 1, "unique3": 5227, "evenOnePercent": 54, "oddOnePercent": 55, "stringu1": "HTBAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "BGAAAAXXXXXXXXXXXXXXXXXXX", "string4": "AAAAXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 8241, "unique2": 33, "two": 1, "four": 0, "ten": 1, "twenty": 1, "onePercent": 41, "tenPercent": 1, "twentyPercent": 1, "fiftyPercent": 1, "unique3": 8241, "evenOnePercent": 82, "oddOnePercent": 83, "stringu1": "MEZAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "BHAAAAXXXXXXXXXXXXXXXXXXX", "string4": "HHHHXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 5941, "unique2": 34, "two": 1, "four": 0, "ten": 1, "twenty": 1, "onePercent": 41, "tenPercent": 1, "twentyPercent": 1, "fiftyPercent": 1, "unique3": 5941, "evenOnePercent": 82, "oddOnePercent": 83, "stringu1": "IUNAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "BIAAAAXXXXXXXXXXXXXXXXXXX", "string4": "OOOOXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 332, "unique2": 35, "two": 0, "four": 0, "ten": 2, "twenty": 12, "onePercent": 32, "tenPercent": 2, "twentyPercent": 2, "fiftyPercent": 0, "unique3": 332, "evenOnePercent": 64, "oddOnePercent": 65, "stringu1": "MUAAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "BJAAAAXXXXXXXXXXXXXXXXXXX", "string4": "VVVVXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 9639, "unique2": 36, "two": 1, "four": 0, "ten": 9, "twenty": 19, "onePercent": 39, "tenPercent": 9, "twentyPercent": 4, "fiftyPercent": 1, "unique3": 9639, "evenOnePercent": 78, "oddOnePercent": 79, "stringu1": "OGTAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "BKAAAAXXXXXXXXXXXXXXXXXXX", "string4": "AAAAXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 8367, "unique2": 37, "two": 1, "four": 0, "ten": 7, "twenty": 7, "onePercent": 67, "tenPercent": 7, "twentyPercent": 2, "fiftyPercent": 1, "unique3": 8367, "evenOnePercent": 134, "oddOnePercent": 135, "stringu1": "MJVAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "BLAAAAXXXXXXXXXXXXXXXXXXX", "string4": "HHHHXXXXXXXXXXXXXXXXXXXXXX" }
+{ "unique1": 3368, "unique2": 38, "two": 0, "four": 0, "ten": 8, "twenty": 8, "onePercent": 68, "tenPercent": 8, "twentyPercent": 3, "fiftyPercent": 0, "unique3": 3368, "evenOnePercent": 136, "oddOnePercent": 137, "stringu1": "EZOAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "BMAAAAXXXXXXXXXXXXXXXXXXX", "string4": "OOOOXXXXXXXXXXXXXXXXXXXXXX" }
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+{ "unique1": 6739, "unique2": 43, "two": 1, "four": 0, "ten": 9, "twenty": 19, "onePercent": 39, "tenPercent": 9, "twentyPercent": 4, "fiftyPercent": 1, "unique3": 6739, "evenOnePercent": 78, "oddOnePercent": 79, "stringu1": "JZFAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "BRAAAAXXXXXXXXXXXXXXXXXXX", "string4": "VVVVXXXXXXXXXXXXXXXXXXXXXX" }
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+{ "unique1": 5531, "unique2": 45, "two": 1, "four": 0, "ten": 1, "twenty": 11, "onePercent": 31, "tenPercent": 1, "twentyPercent": 1, "fiftyPercent": 1, "unique3": 5531, "evenOnePercent": 62, "oddOnePercent": 63, "stringu1": "IETAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "BTAAAAXXXXXXXXXXXXXXXXXXX", "string4": "HHHHXXXXXXXXXXXXXXXXXXXXXX" }
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+{ "unique1": 1489, "unique2": 51, "two": 1, "four": 0, "ten": 9, "twenty": 9, "onePercent": 89, "tenPercent": 9, "twentyPercent": 4, "fiftyPercent": 1, "unique3": 1489, "evenOnePercent": 178, "oddOnePercent": 179, "stringu1": "CFHAAAXXXXXXXXXXXXXXXXXXX", "stringu2": "BZAAAAXXXXXXXXXXXXXXXXXXX", "string4": "VVVVXXXXXXXXXXXXXXXXXXXXXX" }
diff --git a/asterix-app/src/test/resources/runtimets/results/dml/insert-with-index.adm b/asterix-app/src/test/resources/runtimets/results/dml/insert-with-index.adm
new file mode 100644
index 0000000..d7bb334
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/dml/insert-with-index.adm
@@ -0,0 +1,9 @@
+{ "l_orderkey": 1, "l_linenumber": 2, "l_suppkey": 68 }
+{ "l_orderkey": 1, "l_linenumber": 3, "l_suppkey": 64 }
+{ "l_orderkey": 1, "l_linenumber": 4, "l_suppkey": 3 }
+{ "l_orderkey": 3, "l_linenumber": 1, "l_suppkey": 5 }
+{ "l_orderkey": 3, "l_linenumber": 2, "l_suppkey": 20 }
+{ "l_orderkey": 3, "l_linenumber": 4, "l_suppkey": 30 }
+{ "l_orderkey": 4, "l_linenumber": 1, "l_suppkey": 89 }
+{ "l_orderkey": 5, "l_linenumber": 3, "l_suppkey": 38 }
+{ "l_orderkey": 7, "l_linenumber": 3, "l_suppkey": 95 }
diff --git a/asterix-app/src/test/resources/runtimets/results/dml/insert.adm b/asterix-app/src/test/resources/runtimets/results/dml/insert.adm
new file mode 100644
index 0000000..67ab8d5
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/dml/insert.adm
@@ -0,0 +1,25 @@
+{ "l_orderkey": 1, "l_linenumber": 1, "l_suppkey": 156 }
+{ "l_orderkey": 1, "l_linenumber": 2, "l_suppkey": 68 }
+{ "l_orderkey": 1, "l_linenumber": 3, "l_suppkey": 64 }
+{ "l_orderkey": 1, "l_linenumber": 4, "l_suppkey": 3 }
+{ "l_orderkey": 1, "l_linenumber": 5, "l_suppkey": 25 }
+{ "l_orderkey": 1, "l_linenumber": 6, "l_suppkey": 16 }
+{ "l_orderkey": 2, "l_linenumber": 1, "l_suppkey": 107 }
+{ "l_orderkey": 3, "l_linenumber": 1, "l_suppkey": 5 }
+{ "l_orderkey": 3, "l_linenumber": 2, "l_suppkey": 20 }
+{ "l_orderkey": 3, "l_linenumber": 3, "l_suppkey": 129 }
+{ "l_orderkey": 3, "l_linenumber": 4, "l_suppkey": 30 }
+{ "l_orderkey": 3, "l_linenumber": 5, "l_suppkey": 184 }
+{ "l_orderkey": 3, "l_linenumber": 6, "l_suppkey": 63 }
+{ "l_orderkey": 4, "l_linenumber": 1, "l_suppkey": 89 }
+{ "l_orderkey": 5, "l_linenumber": 1, "l_suppkey": 109 }
+{ "l_orderkey": 5, "l_linenumber": 2, "l_suppkey": 124 }
+{ "l_orderkey": 5, "l_linenumber": 3, "l_suppkey": 38 }
+{ "l_orderkey": 6, "l_linenumber": 1, "l_suppkey": 140 }
+{ "l_orderkey": 7, "l_linenumber": 1, "l_suppkey": 183 }
+{ "l_orderkey": 7, "l_linenumber": 2, "l_suppkey": 146 }
+{ "l_orderkey": 7, "l_linenumber": 3, "l_suppkey": 95 }
+{ "l_orderkey": 7, "l_linenumber": 4, "l_suppkey": 164 }
+{ "l_orderkey": 7, "l_linenumber": 5, "l_suppkey": 152 }
+{ "l_orderkey": 7, "l_linenumber": 6, "l_suppkey": 80 }
+{ "l_orderkey": 7, "l_linenumber": 7, "l_suppkey": 158 }
diff --git a/asterix-app/src/test/resources/runtimets/results/dml/insert_less_nc.adm b/asterix-app/src/test/resources/runtimets/results/dml/insert_less_nc.adm
new file mode 100644
index 0000000..b513361
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/dml/insert_less_nc.adm
@@ -0,0 +1,1004 @@
+{ "l_orderkey": 1, "l_linenumber": 1, "l_suppkey": 156 }
+{ "l_orderkey": 1, "l_linenumber": 2, "l_suppkey": 68 }
+{ "l_orderkey": 1, "l_linenumber": 3, "l_suppkey": 64 }
+{ "l_orderkey": 1, "l_linenumber": 4, "l_suppkey": 3 }
+{ "l_orderkey": 1, "l_linenumber": 5, "l_suppkey": 25 }
+{ "l_orderkey": 1, "l_linenumber": 6, "l_suppkey": 16 }
+{ "l_orderkey": 2, "l_linenumber": 1, "l_suppkey": 107 }
+{ "l_orderkey": 3, "l_linenumber": 1, "l_suppkey": 5 }
+{ "l_orderkey": 3, "l_linenumber": 2, "l_suppkey": 20 }
+{ "l_orderkey": 3, "l_linenumber": 3, "l_suppkey": 129 }
+{ "l_orderkey": 3, "l_linenumber": 4, "l_suppkey": 30 }
+{ "l_orderkey": 3, "l_linenumber": 5, "l_suppkey": 184 }
+{ "l_orderkey": 3, "l_linenumber": 6, "l_suppkey": 63 }
+{ "l_orderkey": 4, "l_linenumber": 1, "l_suppkey": 89 }
+{ "l_orderkey": 5, "l_linenumber": 1, "l_suppkey": 109 }
+{ "l_orderkey": 5, "l_linenumber": 2, "l_suppkey": 124 }
+{ "l_orderkey": 5, "l_linenumber": 3, "l_suppkey": 38 }
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diff --git a/asterix-app/src/test/resources/runtimets/results/dml/scan-delete-rtree-secondary-index.adm b/asterix-app/src/test/resources/runtimets/results/dml/scan-delete-rtree-secondary-index.adm
new file mode 100644
index 0000000..0e739c3
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/dml/scan-delete-rtree-secondary-index.adm
@@ -0,0 +1 @@
+{ "id": 10 }
diff --git a/asterix-app/src/test/resources/runtimets/results/dml/scan-insert-rtree-secondary-index.adm b/asterix-app/src/test/resources/runtimets/results/dml/scan-insert-rtree-secondary-index.adm
new file mode 100644
index 0000000..4bd8c19
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/dml/scan-insert-rtree-secondary-index.adm
@@ -0,0 +1,2 @@
+{ "id": 10 }
+{ "id": 12 }
diff --git a/asterix-app/src/test/resources/runtimets/results/employee/q_01.adm b/asterix-app/src/test/resources/runtimets/results/employee/q_01.adm
new file mode 100644
index 0000000..2d4e3ac
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/employee/q_01.adm
@@ -0,0 +1,4 @@
+{ "id": 775, "name": "Jodi Rotruck", "address": { "number": 8389, "street": "Hill St.", "city": "Mountain View" }, "age": null, "interests": null, "children": [ "Ross", "Martin" ], "lastorder": { "oid": 75, "total": 8377.618f }, "openlist": [ 10, 2.0f, 3.0d, 40 ], "total": 97.20656f }
+{ "id": 5, "name": "Jodi Alex", "address": { "number": 158, "street": "Palo verde", "city": "Irvine" }, "age": 19, "interests": null, "children": null, "openlist": [ 10, 2.0f, 3.0d, 40 ], "total": 55.56f }
+{ "id": 5, "name": "Mike Mark", "address": { "number": 8, "street": "Main St.", "city": "LA" }, "age": null, "interests": {{ "eating", "cooking" }}, "children": null, "openlist": [ 10, 2.0f, 3.0d, 40 ], "lastorder": { "oid": 5, "total": 83.6d } }
+{ "id": 5, "name": "Mike ley", "address": { "number": 9, "street": "Campus St.", "city": "Long beach" }, "age": null, "interests": {{ "writing", "surfing" }}, "children": [ "Mike", "Eric" ], "openlist": [ 10, 2.0f, 3.0d, 40 ], "total": 97, "lastorder": { "oid": 767675, "total": 7.618f } }
diff --git a/asterix-app/src/test/resources/runtimets/results/employee/q_02.adm b/asterix-app/src/test/resources/runtimets/results/employee/q_02.adm
new file mode 100644
index 0000000..922def6
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/employee/q_02.adm
@@ -0,0 +1,4 @@
+[ { "EmpName": "Jodi Rotruck", "parent_interest_1": null, "child1Name": "Ross", "child2Name": "Martin" } ]
+[ { "EmpName": "Jodi Alex", "parent_interest_1": null, "child1Name": null, "child2Name": null } ]
+[ { "EmpName": "Mike Mark", "parent_interest_1": "eating", "child1Name": null, "child2Name": null } ]
+[ { "EmpName": "Mike ley", "parent_interest_1": "writing", "child1Name": "Mike", "child2Name": "Eric" } ]
diff --git a/asterix-app/src/test/resources/runtimets/results/failure/delete-rtree.adm b/asterix-app/src/test/resources/runtimets/results/failure/delete-rtree.adm
new file mode 100644
index 0000000..d397f9a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/failure/delete-rtree.adm
@@ -0,0 +1,5613 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/failure/delete.adm b/asterix-app/src/test/resources/runtimets/results/failure/delete.adm
new file mode 100644
index 0000000..205edaf
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/failure/delete.adm
@@ -0,0 +1,5980 @@
+{ "l_orderkey": 32, "l_partkey": 83, "l_suppkey": 4, "l_linenumber": 1, "l_quantity": 28, "l_extendedprice": 27526.24d, "l_discount": 0.05d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-10-23", "l_commitdate": "1995-08-27", "l_receiptdate": "1995-10-26", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "sleep quickly. req" }
+{ "l_orderkey": 32, "l_partkey": 198, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 32, "l_extendedprice": 35142.08d, "l_discount": 0.02d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-08-14", "l_commitdate": "1995-10-07", "l_receiptdate": "1995-08-27", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "lithely regular deposits. fluffily " }
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+{ "l_orderkey": 35, "l_partkey": 162, "l_suppkey": 1, "l_linenumber": 2, "l_quantity": 34, "l_extendedprice": 36113.44d, "l_discount": 0.06d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-01-22", "l_commitdate": "1996-01-06", "l_receiptdate": "1996-01-27", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "s are carefully against the f" }
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+{ "l_orderkey": 35, "l_partkey": 86, "l_suppkey": 7, "l_linenumber": 4, "l_quantity": 25, "l_extendedprice": 24652.0d, "l_discount": 0.06d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-11-26", "l_commitdate": "1995-12-25", "l_receiptdate": "1995-12-21", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": " quickly unti" }
+{ "l_orderkey": 35, "l_partkey": 120, "l_suppkey": 7, "l_linenumber": 5, "l_quantity": 34, "l_extendedprice": 34684.08d, "l_discount": 0.08d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-11-08", "l_commitdate": "1996-01-15", "l_receiptdate": "1995-11-26", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": ". silent, unusual deposits boost" }
+{ "l_orderkey": 35, "l_partkey": 31, "l_suppkey": 7, "l_linenumber": 6, "l_quantity": 28, "l_extendedprice": 26068.84d, "l_discount": 0.03d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-02-01", "l_commitdate": "1995-12-24", "l_receiptdate": "1996-02-28", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "ly alongside of " }
+{ "l_orderkey": 36, "l_partkey": 120, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 42, "l_extendedprice": 42845.04d, "l_discount": 0.09d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-02-03", "l_commitdate": "1996-01-21", "l_receiptdate": "1996-02-23", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": " careful courts. special " }
+{ "l_orderkey": 37, "l_partkey": 23, "l_suppkey": 8, "l_linenumber": 1, "l_quantity": 40, "l_extendedprice": 36920.8d, "l_discount": 0.09d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-07-21", "l_commitdate": "1992-08-01", "l_receiptdate": "1992-08-15", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "luffily regular requests. slyly final acco" }
+{ "l_orderkey": 37, "l_partkey": 127, "l_suppkey": 6, "l_linenumber": 2, "l_quantity": 39, "l_extendedprice": 40057.68d, "l_discount": 0.05d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-07-02", "l_commitdate": "1992-08-18", "l_receiptdate": "1992-07-28", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "the final requests. ca" }
+{ "l_orderkey": 37, "l_partkey": 13, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 43, "l_extendedprice": 39259.43d, "l_discount": 0.05d, "l_tax": 0.08d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-07-10", "l_commitdate": "1992-07-06", "l_receiptdate": "1992-08-02", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "iously ste" }
+{ "l_orderkey": 38, "l_partkey": 176, "l_suppkey": 5, "l_linenumber": 1, "l_quantity": 44, "l_extendedprice": 47351.48d, "l_discount": 0.04d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-09-29", "l_commitdate": "1996-11-17", "l_receiptdate": "1996-09-30", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "s. blithely unusual theodolites am" }
+{ "l_orderkey": 39, "l_partkey": 3, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 44, "l_extendedprice": 39732.0d, "l_discount": 0.09d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-11-14", "l_commitdate": "1996-12-15", "l_receiptdate": "1996-12-12", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "eodolites. careful" }
+{ "l_orderkey": 39, "l_partkey": 187, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 26, "l_extendedprice": 28266.68d, "l_discount": 0.08d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-11-04", "l_commitdate": "1996-10-20", "l_receiptdate": "1996-11-20", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "ckages across the slyly silent" }
+{ "l_orderkey": 39, "l_partkey": 68, "l_suppkey": 3, "l_linenumber": 3, "l_quantity": 46, "l_extendedprice": 44530.76d, "l_discount": 0.06d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-09-26", "l_commitdate": "1996-12-19", "l_receiptdate": "1996-10-26", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "he carefully e" }
+{ "l_orderkey": 39, "l_partkey": 21, "l_suppkey": 6, "l_linenumber": 4, "l_quantity": 32, "l_extendedprice": 29472.64d, "l_discount": 0.07d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-10-02", "l_commitdate": "1996-12-19", "l_receiptdate": "1996-10-14", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "heodolites sleep silently pending foxes. ac" }
+{ "l_orderkey": 39, "l_partkey": 55, "l_suppkey": 10, "l_linenumber": 5, "l_quantity": 43, "l_extendedprice": 41067.15d, "l_discount": 0.01d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-10-17", "l_commitdate": "1996-11-14", "l_receiptdate": "1996-10-26", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "yly regular i" }
+{ "l_orderkey": 39, "l_partkey": 95, "l_suppkey": 7, "l_linenumber": 6, "l_quantity": 40, "l_extendedprice": 39803.6d, "l_discount": 0.06d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-12-08", "l_commitdate": "1996-10-22", "l_receiptdate": "1997-01-01", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "quickly ironic fox" }
+{ "l_orderkey": 64, "l_partkey": 86, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 21, "l_extendedprice": 20707.68d, "l_discount": 0.05d, "l_tax": 0.02d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-09-30", "l_commitdate": "1994-09-18", "l_receiptdate": "1994-10-26", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "ch slyly final, thin platelets." }
+{ "l_orderkey": 65, "l_partkey": 60, "l_suppkey": 5, "l_linenumber": 1, "l_quantity": 26, "l_extendedprice": 24961.56d, "l_discount": 0.03d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-04-20", "l_commitdate": "1995-04-25", "l_receiptdate": "1995-05-13", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "pending deposits nag even packages. ca" }
+{ "l_orderkey": 65, "l_partkey": 74, "l_suppkey": 3, "l_linenumber": 2, "l_quantity": 22, "l_extendedprice": 21429.54d, "l_discount": 0.0d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-07-17", "l_commitdate": "1995-06-04", "l_receiptdate": "1995-07-19", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": " ideas. special, r" }
+{ "l_orderkey": 65, "l_partkey": 2, "l_suppkey": 5, "l_linenumber": 3, "l_quantity": 21, "l_extendedprice": 18942.0d, "l_discount": 0.09d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-07-06", "l_commitdate": "1995-05-14", "l_receiptdate": "1995-07-31", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "bove the even packages. accounts nag carefu" }
+{ "l_orderkey": 66, "l_partkey": 116, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 31, "l_extendedprice": 31499.41d, "l_discount": 0.0d, "l_tax": 0.08d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-02-19", "l_commitdate": "1994-03-11", "l_receiptdate": "1994-02-20", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "ut the unusual accounts sleep at the bo" }
+{ "l_orderkey": 66, "l_partkey": 174, "l_suppkey": 5, "l_linenumber": 2, "l_quantity": 41, "l_extendedprice": 44040.97d, "l_discount": 0.04d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-02-21", "l_commitdate": "1994-03-01", "l_receiptdate": "1994-03-18", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": " regular de" }
+{ "l_orderkey": 67, "l_partkey": 22, "l_suppkey": 5, "l_linenumber": 1, "l_quantity": 4, "l_extendedprice": 3688.08d, "l_discount": 0.09d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-04-17", "l_commitdate": "1997-01-31", "l_receiptdate": "1997-04-20", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": " cajole thinly expres" }
+{ "l_orderkey": 67, "l_partkey": 21, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 12, "l_extendedprice": 11052.24d, "l_discount": 0.09d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-27", "l_commitdate": "1997-02-21", "l_receiptdate": "1997-02-22", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": " even packages cajole" }
+{ "l_orderkey": 67, "l_partkey": 174, "l_suppkey": 4, "l_linenumber": 3, "l_quantity": 5, "l_extendedprice": 5370.85d, "l_discount": 0.03d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-02-20", "l_commitdate": "1997-02-12", "l_receiptdate": "1997-02-21", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "y unusual packages thrash pinto " }
+{ "l_orderkey": 67, "l_partkey": 88, "l_suppkey": 9, "l_linenumber": 4, "l_quantity": 44, "l_extendedprice": 43475.52d, "l_discount": 0.08d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-03-18", "l_commitdate": "1997-01-29", "l_receiptdate": "1997-04-13", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "se quickly above the even, express reques" }
+{ "l_orderkey": 67, "l_partkey": 41, "l_suppkey": 10, "l_linenumber": 5, "l_quantity": 23, "l_extendedprice": 21643.92d, "l_discount": 0.05d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-04-19", "l_commitdate": "1997-02-14", "l_receiptdate": "1997-05-06", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "ly regular deposit" }
+{ "l_orderkey": 67, "l_partkey": 179, "l_suppkey": 9, "l_linenumber": 6, "l_quantity": 29, "l_extendedprice": 31295.93d, "l_discount": 0.02d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-25", "l_commitdate": "1997-01-27", "l_receiptdate": "1997-01-27", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "ultipliers " }
+{ "l_orderkey": 68, "l_partkey": 8, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 3, "l_extendedprice": 2724.0d, "l_discount": 0.05d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-07-04", "l_commitdate": "1998-06-05", "l_receiptdate": "1998-07-21", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "fully special instructions cajole. furious" }
+{ "l_orderkey": 68, "l_partkey": 176, "l_suppkey": 4, "l_linenumber": 2, "l_quantity": 46, "l_extendedprice": 49503.82d, "l_discount": 0.02d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-06-26", "l_commitdate": "1998-06-07", "l_receiptdate": "1998-07-05", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": " requests are unusual, regular pinto " }
+{ "l_orderkey": 68, "l_partkey": 35, "l_suppkey": 1, "l_linenumber": 3, "l_quantity": 46, "l_extendedprice": 43011.38d, "l_discount": 0.04d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-08-13", "l_commitdate": "1998-07-08", "l_receiptdate": "1998-08-29", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "egular dependencies affix ironically along " }
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+{ "l_orderkey": 357, "l_partkey": 114, "l_suppkey": 5, "l_linenumber": 1, "l_quantity": 26, "l_extendedprice": 26366.86d, "l_discount": 0.06d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-12-28", "l_commitdate": "1996-11-26", "l_receiptdate": "1997-01-13", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": " carefully pending accounts use a" }
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+{ "l_orderkey": 358, "l_partkey": 169, "l_suppkey": 6, "l_linenumber": 3, "l_quantity": 40, "l_extendedprice": 42766.4d, "l_discount": 0.09d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-12-05", "l_commitdate": "1993-11-04", "l_receiptdate": "1994-01-01", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "ng the ironic theo" }
+{ "l_orderkey": 358, "l_partkey": 97, "l_suppkey": 10, "l_linenumber": 4, "l_quantity": 15, "l_extendedprice": 14956.35d, "l_discount": 0.08d, "l_tax": 0.08d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-10-04", "l_commitdate": "1993-12-17", "l_receiptdate": "1993-10-23", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "out the blithely ironic deposits slee" }
+{ "l_orderkey": 358, "l_partkey": 29, "l_suppkey": 2, "l_linenumber": 5, "l_quantity": 18, "l_extendedprice": 16722.36d, "l_discount": 0.01d, "l_tax": 0.02d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-10-07", "l_commitdate": "1993-11-01", "l_receiptdate": "1993-10-26", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "olphins haggle ironic accounts. f" }
+{ "l_orderkey": 358, "l_partkey": 162, "l_suppkey": 3, "l_linenumber": 6, "l_quantity": 32, "l_extendedprice": 33989.12d, "l_discount": 0.03d, "l_tax": 0.05d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-12-21", "l_commitdate": "1993-11-06", "l_receiptdate": "1994-01-17", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "lyly express deposits " }
+{ "l_orderkey": 358, "l_partkey": 83, "l_suppkey": 4, "l_linenumber": 7, "l_quantity": 45, "l_extendedprice": 44238.6d, "l_discount": 0.05d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-12-08", "l_commitdate": "1993-10-29", "l_receiptdate": "1993-12-30", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "to beans. regular, unusual deposits sl" }
+{ "l_orderkey": 359, "l_partkey": 166, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 30, "l_extendedprice": 31984.8d, "l_discount": 0.0d, "l_tax": 0.08d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-01-06", "l_commitdate": "1995-02-20", "l_receiptdate": "1995-01-20", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "uses detect spec" }
+{ "l_orderkey": 359, "l_partkey": 12, "l_suppkey": 9, "l_linenumber": 2, "l_quantity": 18, "l_extendedprice": 16416.18d, "l_discount": 0.0d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-01-27", "l_commitdate": "1995-03-18", "l_receiptdate": "1995-01-31", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "unusual warthogs. ironically sp" }
+{ "l_orderkey": 359, "l_partkey": 132, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 17, "l_extendedprice": 17546.21d, "l_discount": 0.07d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-01-31", "l_commitdate": "1995-03-18", "l_receiptdate": "1995-02-10", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "sts according to the blithely" }
+{ "l_orderkey": 359, "l_partkey": 90, "l_suppkey": 1, "l_linenumber": 4, "l_quantity": 38, "l_extendedprice": 37623.42d, "l_discount": 0.1d, "l_tax": 0.08d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1995-03-30", "l_commitdate": "1995-01-20", "l_receiptdate": "1995-04-25", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "g furiously. regular, sile" }
+{ "l_orderkey": 359, "l_partkey": 168, "l_suppkey": 5, "l_linenumber": 5, "l_quantity": 11, "l_extendedprice": 11749.76d, "l_discount": 0.01d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-02-15", "l_commitdate": "1995-01-27", "l_receiptdate": "1995-02-18", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "rets wake blithely. slyly final dep" }
+{ "l_orderkey": 359, "l_partkey": 183, "l_suppkey": 4, "l_linenumber": 6, "l_quantity": 23, "l_extendedprice": 24913.14d, "l_discount": 0.04d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1995-01-31", "l_commitdate": "1995-03-11", "l_receiptdate": "1995-02-16", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "ic courts snooze quickly furiously final fo" }
+{ "l_orderkey": 384, "l_partkey": 179, "l_suppkey": 8, "l_linenumber": 1, "l_quantity": 38, "l_extendedprice": 41008.46d, "l_discount": 0.07d, "l_tax": 0.01d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-06-02", "l_commitdate": "1992-04-18", "l_receiptdate": "1992-06-10", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "totes cajole blithely against the even" }
+{ "l_orderkey": 384, "l_partkey": 64, "l_suppkey": 3, "l_linenumber": 2, "l_quantity": 49, "l_extendedprice": 47238.94d, "l_discount": 0.09d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-04-01", "l_commitdate": "1992-04-25", "l_receiptdate": "1992-04-18", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "refully carefully ironic instructions. bl" }
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+{ "l_orderkey": 613, "l_partkey": 186, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 3, "l_extendedprice": 3258.54d, "l_discount": 0.03d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-09-27", "l_commitdate": "1995-09-11", "l_receiptdate": "1995-10-05", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "ccounts cajole. " }
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+{ "l_orderkey": 614, "l_partkey": 167, "l_suppkey": 2, "l_linenumber": 3, "l_quantity": 43, "l_extendedprice": 45887.88d, "l_discount": 0.05d, "l_tax": 0.0d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-03-07", "l_commitdate": "1993-02-22", "l_receiptdate": "1993-03-18", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": " express accounts wake. slyly ironic ins" }
+{ "l_orderkey": 614, "l_partkey": 147, "l_suppkey": 6, "l_linenumber": 4, "l_quantity": 14, "l_extendedprice": 14659.96d, "l_discount": 0.04d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-12-03", "l_commitdate": "1993-02-14", "l_receiptdate": "1992-12-27", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "ular packages haggle about the pack" }
+{ "l_orderkey": 614, "l_partkey": 196, "l_suppkey": 8, "l_linenumber": 5, "l_quantity": 30, "l_extendedprice": 32885.7d, "l_discount": 0.08d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-01-16", "l_commitdate": "1993-02-08", "l_receiptdate": "1993-02-12", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "tructions are f" }
+{ "l_orderkey": 614, "l_partkey": 137, "l_suppkey": 8, "l_linenumber": 6, "l_quantity": 48, "l_extendedprice": 49782.24d, "l_discount": 0.04d, "l_tax": 0.08d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-12-14", "l_commitdate": "1993-01-22", "l_receiptdate": "1993-01-11", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": " regular platelets cajole quickly eve" }
+{ "l_orderkey": 615, "l_partkey": 105, "l_suppkey": 6, "l_linenumber": 1, "l_quantity": 36, "l_extendedprice": 36183.6d, "l_discount": 0.1d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-06-01", "l_commitdate": "1992-07-14", "l_receiptdate": "1992-06-27", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": " packages. carefully final pinto bea" }
+{ "l_orderkey": 640, "l_partkey": 93, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 49, "l_extendedprice": 48661.41d, "l_discount": 0.09d, "l_tax": 0.02d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-03-27", "l_commitdate": "1993-04-17", "l_receiptdate": "1993-04-15", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "s haggle slyly" }
+{ "l_orderkey": 640, "l_partkey": 1, "l_suppkey": 4, "l_linenumber": 2, "l_quantity": 40, "l_extendedprice": 36040.0d, "l_discount": 0.09d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-05-11", "l_commitdate": "1993-04-11", "l_receiptdate": "1993-05-15", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "oach according to the bol" }
+{ "l_orderkey": 640, "l_partkey": 180, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 22, "l_extendedprice": 23763.96d, "l_discount": 0.05d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-05-07", "l_commitdate": "1993-04-14", "l_receiptdate": "1993-05-21", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "osits across the slyly regular theodo" }
+{ "l_orderkey": 640, "l_partkey": 32, "l_suppkey": 3, "l_linenumber": 4, "l_quantity": 45, "l_extendedprice": 41941.35d, "l_discount": 0.07d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-04-15", "l_commitdate": "1993-04-23", "l_receiptdate": "1993-04-21", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "ong the qui" }
+{ "l_orderkey": 641, "l_partkey": 126, "l_suppkey": 9, "l_linenumber": 1, "l_quantity": 18, "l_extendedprice": 18470.16d, "l_discount": 0.01d, "l_tax": 0.08d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-10-17", "l_commitdate": "1993-10-11", "l_receiptdate": "1993-10-29", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "p blithely bold packages. quick" }
+{ "l_orderkey": 641, "l_partkey": 100, "l_suppkey": 2, "l_linenumber": 2, "l_quantity": 1, "l_extendedprice": 1000.1d, "l_discount": 0.09d, "l_tax": 0.02d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-12-03", "l_commitdate": "1993-10-28", "l_receiptdate": "1993-12-26", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": " nag across the regular foxes." }
+{ "l_orderkey": 641, "l_partkey": 95, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 40, "l_extendedprice": 39803.6d, "l_discount": 0.05d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-11-22", "l_commitdate": "1993-10-20", "l_receiptdate": "1993-12-11", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "lets. furiously regular requests cajo" }
+{ "l_orderkey": 641, "l_partkey": 71, "l_suppkey": 10, "l_linenumber": 4, "l_quantity": 25, "l_extendedprice": 24276.75d, "l_discount": 0.03d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-12-04", "l_commitdate": "1993-11-18", "l_receiptdate": "1993-12-18", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "d, regular d" }
+{ "l_orderkey": 641, "l_partkey": 4, "l_suppkey": 9, "l_linenumber": 5, "l_quantity": 41, "l_extendedprice": 37064.0d, "l_discount": 0.07d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-11-29", "l_commitdate": "1993-10-27", "l_receiptdate": "1993-12-04", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": " asymptotes are quickly. bol" }
+{ "l_orderkey": 642, "l_partkey": 54, "l_suppkey": 5, "l_linenumber": 1, "l_quantity": 26, "l_extendedprice": 24805.3d, "l_discount": 0.1d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-04-16", "l_commitdate": "1994-02-01", "l_receiptdate": "1994-04-27", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "quests according to the unu" }
+{ "l_orderkey": 643, "l_partkey": 13, "l_suppkey": 3, "l_linenumber": 1, "l_quantity": 28, "l_extendedprice": 25564.28d, "l_discount": 0.0d, "l_tax": 0.08d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-04-13", "l_commitdate": "1995-05-12", "l_receiptdate": "1995-04-14", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "ly regular requests nag sly" }
+{ "l_orderkey": 643, "l_partkey": 51, "l_suppkey": 2, "l_linenumber": 2, "l_quantity": 48, "l_extendedprice": 45650.4d, "l_discount": 0.01d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-07-10", "l_commitdate": "1995-06-07", "l_receiptdate": "1995-08-01", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "ly ironic accounts" }
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+{ "l_orderkey": 643, "l_partkey": 45, "l_suppkey": 4, "l_linenumber": 4, "l_quantity": 39, "l_extendedprice": 36856.56d, "l_discount": 0.08d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-06-08", "l_commitdate": "1995-06-16", "l_receiptdate": "1995-06-13", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": " the pains. carefully s" }
+{ "l_orderkey": 643, "l_partkey": 190, "l_suppkey": 1, "l_linenumber": 5, "l_quantity": 47, "l_extendedprice": 51238.93d, "l_discount": 0.1d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1995-04-05", "l_commitdate": "1995-06-14", "l_receiptdate": "1995-04-26", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "y against " }
+{ "l_orderkey": 644, "l_partkey": 134, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 46, "l_extendedprice": 47569.98d, "l_discount": 0.02d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-05-20", "l_commitdate": "1992-06-14", "l_receiptdate": "1992-06-14", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": " special requests was sometimes expre" }
+{ "l_orderkey": 644, "l_partkey": 130, "l_suppkey": 3, "l_linenumber": 2, "l_quantity": 11, "l_extendedprice": 11331.43d, "l_discount": 0.05d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-08-20", "l_commitdate": "1992-07-21", "l_receiptdate": "1992-09-11", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "ealthy pinto beans use carefu" }
+{ "l_orderkey": 644, "l_partkey": 101, "l_suppkey": 6, "l_linenumber": 3, "l_quantity": 44, "l_extendedprice": 44048.4d, "l_discount": 0.04d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-08-17", "l_commitdate": "1992-07-26", "l_receiptdate": "1992-08-20", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "iously ironic pinto beans. bold packa" }
+{ "l_orderkey": 644, "l_partkey": 80, "l_suppkey": 8, "l_linenumber": 4, "l_quantity": 7, "l_extendedprice": 6860.56d, "l_discount": 0.01d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-05-18", "l_commitdate": "1992-07-01", "l_receiptdate": "1992-06-07", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": " regular requests are blithely. slyly" }
+{ "l_orderkey": 644, "l_partkey": 50, "l_suppkey": 1, "l_linenumber": 5, "l_quantity": 23, "l_extendedprice": 21851.15d, "l_discount": 0.02d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-07-31", "l_commitdate": "1992-07-28", "l_receiptdate": "1992-08-13", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "uctions nag quickly alongside of t" }
+{ "l_orderkey": 644, "l_partkey": 85, "l_suppkey": 6, "l_linenumber": 6, "l_quantity": 33, "l_extendedprice": 32507.64d, "l_discount": 0.0d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-08-26", "l_commitdate": "1992-07-27", "l_receiptdate": "1992-08-28", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "ages sleep. bold, bo" }
+{ "l_orderkey": 644, "l_partkey": 51, "l_suppkey": 9, "l_linenumber": 7, "l_quantity": 38, "l_extendedprice": 36139.9d, "l_discount": 0.08d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-05-17", "l_commitdate": "1992-07-10", "l_receiptdate": "1992-06-06", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": " packages. blithely slow accounts nag quic" }
+{ "l_orderkey": 645, "l_partkey": 160, "l_suppkey": 8, "l_linenumber": 1, "l_quantity": 33, "l_extendedprice": 34985.28d, "l_discount": 0.01d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-12-09", "l_commitdate": "1995-02-21", "l_receiptdate": "1995-01-03", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "heodolites b" }
+{ "l_orderkey": 645, "l_partkey": 170, "l_suppkey": 1, "l_linenumber": 2, "l_quantity": 47, "l_extendedprice": 50297.99d, "l_discount": 0.07d, "l_tax": 0.05d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1995-02-16", "l_commitdate": "1995-02-15", "l_receiptdate": "1995-02-25", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "hely regular instructions alon" }
+{ "l_orderkey": 645, "l_partkey": 70, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 46, "l_extendedprice": 44623.22d, "l_discount": 0.1d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-01-04", "l_commitdate": "1995-02-21", "l_receiptdate": "1995-01-21", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": " regular dependencies across the speci" }
+{ "l_orderkey": 645, "l_partkey": 96, "l_suppkey": 9, "l_linenumber": 4, "l_quantity": 49, "l_extendedprice": 48808.41d, "l_discount": 0.05d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1995-01-24", "l_commitdate": "1995-01-06", "l_receiptdate": "1995-02-17", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "y. slyly iron" }
+{ "l_orderkey": 645, "l_partkey": 5, "l_suppkey": 8, "l_linenumber": 5, "l_quantity": 43, "l_extendedprice": 38915.0d, "l_discount": 0.06d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-02-12", "l_commitdate": "1995-02-27", "l_receiptdate": "1995-03-06", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": " furiously accounts. slyly" }
+{ "l_orderkey": 645, "l_partkey": 34, "l_suppkey": 5, "l_linenumber": 6, "l_quantity": 18, "l_extendedprice": 16812.54d, "l_discount": 0.1d, "l_tax": 0.08d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-03-02", "l_commitdate": "1995-02-08", "l_receiptdate": "1995-03-03", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "ep. slyly even " }
+{ "l_orderkey": 645, "l_partkey": 28, "l_suppkey": 9, "l_linenumber": 7, "l_quantity": 9, "l_extendedprice": 8352.18d, "l_discount": 0.03d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-12-25", "l_commitdate": "1995-01-04", "l_receiptdate": "1995-01-15", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "special deposits. regular, final th" }
+{ "l_orderkey": 646, "l_partkey": 109, "l_suppkey": 6, "l_linenumber": 1, "l_quantity": 31, "l_extendedprice": 31282.1d, "l_discount": 0.0d, "l_tax": 0.05d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-12-17", "l_commitdate": "1995-02-16", "l_receiptdate": "1995-01-04", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "ag furiousl" }
+{ "l_orderkey": 646, "l_partkey": 127, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 1, "l_extendedprice": 1027.12d, "l_discount": 0.07d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-12-05", "l_commitdate": "1995-01-07", "l_receiptdate": "1994-12-31", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "t blithely regular deposits. quic" }
+{ "l_orderkey": 646, "l_partkey": 30, "l_suppkey": 9, "l_linenumber": 3, "l_quantity": 24, "l_extendedprice": 22320.72d, "l_discount": 0.06d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-02-20", "l_commitdate": "1994-12-30", "l_receiptdate": "1995-03-16", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "regular accounts haggle dog" }
+{ "l_orderkey": 646, "l_partkey": 99, "l_suppkey": 2, "l_linenumber": 4, "l_quantity": 34, "l_extendedprice": 33969.06d, "l_discount": 0.01d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-12-28", "l_commitdate": "1994-12-27", "l_receiptdate": "1994-12-31", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "slow accounts. fluffily idle instructions" }
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+{ "l_orderkey": 768, "l_partkey": 18, "l_suppkey": 9, "l_linenumber": 2, "l_quantity": 2, "l_extendedprice": 1836.02d, "l_discount": 0.0d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-11-13", "l_commitdate": "1996-10-03", "l_receiptdate": "1996-11-25", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "ular courts. slyly dogged accou" }
+{ "l_orderkey": 768, "l_partkey": 6, "l_suppkey": 1, "l_linenumber": 3, "l_quantity": 30, "l_extendedprice": 27180.0d, "l_discount": 0.06d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-09-22", "l_commitdate": "1996-11-03", "l_receiptdate": "1996-10-13", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": " furiously fluffy pinto beans haggle along" }
+{ "l_orderkey": 768, "l_partkey": 25, "l_suppkey": 8, "l_linenumber": 4, "l_quantity": 37, "l_extendedprice": 34225.74d, "l_discount": 0.1d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-10-02", "l_commitdate": "1996-09-23", "l_receiptdate": "1996-10-14", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "ending requests across the quickly" }
+{ "l_orderkey": 768, "l_partkey": 47, "l_suppkey": 10, "l_linenumber": 5, "l_quantity": 47, "l_extendedprice": 44510.88d, "l_discount": 0.06d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-11-28", "l_commitdate": "1996-10-30", "l_receiptdate": "1996-12-12", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "foxes. slyly ironic deposits a" }
+{ "l_orderkey": 768, "l_partkey": 112, "l_suppkey": 9, "l_linenumber": 6, "l_quantity": 43, "l_extendedprice": 43520.73d, "l_discount": 0.1d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-09-22", "l_commitdate": "1996-11-03", "l_receiptdate": "1996-10-22", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "sual ideas wake quickly" }
+{ "l_orderkey": 768, "l_partkey": 49, "l_suppkey": 10, "l_linenumber": 7, "l_quantity": 33, "l_extendedprice": 31318.32d, "l_discount": 0.01d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-09-06", "l_commitdate": "1996-09-29", "l_receiptdate": "1996-10-01", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "sly ironic instructions. excuses can hagg" }
+{ "l_orderkey": 769, "l_partkey": 176, "l_suppkey": 6, "l_linenumber": 1, "l_quantity": 36, "l_extendedprice": 38742.12d, "l_discount": 0.02d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-10-01", "l_commitdate": "1993-08-07", "l_receiptdate": "1993-10-15", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "es. furiously iro" }
+{ "l_orderkey": 769, "l_partkey": 160, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 4, "l_extendedprice": 4240.64d, "l_discount": 0.01d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-06-25", "l_commitdate": "1993-08-12", "l_receiptdate": "1993-07-15", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": " ideas. even" }
+{ "l_orderkey": 770, "l_partkey": 181, "l_suppkey": 2, "l_linenumber": 1, "l_quantity": 39, "l_extendedprice": 42166.02d, "l_discount": 0.09d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-07-19", "l_commitdate": "1998-08-09", "l_receiptdate": "1998-08-04", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "osits. foxes cajole " }
+{ "l_orderkey": 770, "l_partkey": 54, "l_suppkey": 2, "l_linenumber": 2, "l_quantity": 25, "l_extendedprice": 23851.25d, "l_discount": 0.03d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-05-26", "l_commitdate": "1998-07-23", "l_receiptdate": "1998-06-04", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": " deposits dazzle fluffily alongside of " }
+{ "l_orderkey": 771, "l_partkey": 7, "l_suppkey": 4, "l_linenumber": 1, "l_quantity": 12, "l_extendedprice": 10884.0d, "l_discount": 0.1d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-07-18", "l_commitdate": "1995-08-02", "l_receiptdate": "1995-08-07", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "carefully. pending in" }
+{ "l_orderkey": 771, "l_partkey": 161, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 38, "l_extendedprice": 40324.08d, "l_discount": 0.03d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-07-22", "l_commitdate": "1995-09-10", "l_receiptdate": "1995-07-29", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": " quickly final requests are final packages." }
+{ "l_orderkey": 771, "l_partkey": 7, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 14, "l_extendedprice": 12698.0d, "l_discount": 0.02d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-07-31", "l_commitdate": "1995-08-13", "l_receiptdate": "1995-08-07", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "r, final packages are slyly iro" }
+{ "l_orderkey": 771, "l_partkey": 42, "l_suppkey": 3, "l_linenumber": 4, "l_quantity": 7, "l_extendedprice": 6594.28d, "l_discount": 0.06d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-06-18", "l_commitdate": "1995-08-31", "l_receiptdate": "1995-06-20", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "theodolites after the fluffily express " }
+{ "l_orderkey": 771, "l_partkey": 78, "l_suppkey": 6, "l_linenumber": 5, "l_quantity": 13, "l_extendedprice": 12714.91d, "l_discount": 0.09d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-08-10", "l_commitdate": "1995-08-21", "l_receiptdate": "1995-08-30", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "packages affix slyly about the quickly " }
+{ "l_orderkey": 771, "l_partkey": 82, "l_suppkey": 3, "l_linenumber": 6, "l_quantity": 23, "l_extendedprice": 22587.84d, "l_discount": 0.08d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-06-19", "l_commitdate": "1995-09-07", "l_receiptdate": "1995-07-09", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "cajole besides the quickly ironic pin" }
+{ "l_orderkey": 772, "l_partkey": 53, "l_suppkey": 5, "l_linenumber": 1, "l_quantity": 35, "l_extendedprice": 33356.75d, "l_discount": 0.1d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-07-05", "l_commitdate": "1993-06-05", "l_receiptdate": "1993-08-02", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "kly thin packages wake slowly" }
+{ "l_orderkey": 772, "l_partkey": 84, "l_suppkey": 5, "l_linenumber": 2, "l_quantity": 10, "l_extendedprice": 9840.8d, "l_discount": 0.05d, "l_tax": 0.01d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-05-20", "l_commitdate": "1993-05-19", "l_receiptdate": "1993-06-15", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": " deposits cajole carefully instructions. t" }
+{ "l_orderkey": 772, "l_partkey": 86, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 35, "l_extendedprice": 34512.8d, "l_discount": 0.03d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-04-18", "l_commitdate": "1993-06-13", "l_receiptdate": "1993-05-01", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "ng ideas. special packages haggle alon" }
+{ "l_orderkey": 772, "l_partkey": 180, "l_suppkey": 8, "l_linenumber": 4, "l_quantity": 10, "l_extendedprice": 10801.8d, "l_discount": 0.08d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-05-17", "l_commitdate": "1993-06-09", "l_receiptdate": "1993-05-29", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "o the furiously final deposits. furi" }
+{ "l_orderkey": 772, "l_partkey": 54, "l_suppkey": 5, "l_linenumber": 5, "l_quantity": 42, "l_extendedprice": 40070.1d, "l_discount": 0.02d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-06-09", "l_commitdate": "1993-07-16", "l_receiptdate": "1993-06-12", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": " express foxes abo" }
+{ "l_orderkey": 773, "l_partkey": 100, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 5, "l_extendedprice": 5000.5d, "l_discount": 0.06d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-11-21", "l_commitdate": "1993-12-19", "l_receiptdate": "1993-12-21", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "ar requests. regular, thin packages u" }
+{ "l_orderkey": 773, "l_partkey": 11, "l_suppkey": 5, "l_linenumber": 2, "l_quantity": 31, "l_extendedprice": 28241.31d, "l_discount": 0.02d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-12-30", "l_commitdate": "1993-11-02", "l_receiptdate": "1994-01-01", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "e slyly unusual deposit" }
+{ "l_orderkey": 773, "l_partkey": 151, "l_suppkey": 3, "l_linenumber": 3, "l_quantity": 39, "l_extendedprice": 40994.85d, "l_discount": 0.06d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-01-04", "l_commitdate": "1993-12-23", "l_receiptdate": "1994-01-26", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "quickly eve" }
+{ "l_orderkey": 773, "l_partkey": 29, "l_suppkey": 8, "l_linenumber": 4, "l_quantity": 28, "l_extendedprice": 26012.56d, "l_discount": 0.1d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-01-19", "l_commitdate": "1993-11-05", "l_receiptdate": "1994-01-23", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "he furiously slow deposits." }
+{ "l_orderkey": 773, "l_partkey": 134, "l_suppkey": 5, "l_linenumber": 5, "l_quantity": 9, "l_extendedprice": 9307.17d, "l_discount": 0.09d, "l_tax": 0.02d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-10-09", "l_commitdate": "1993-12-25", "l_receiptdate": "1993-11-04", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "ent orbits haggle fluffily after the " }
+{ "l_orderkey": 773, "l_partkey": 40, "l_suppkey": 1, "l_linenumber": 6, "l_quantity": 43, "l_extendedprice": 40421.72d, "l_discount": 0.07d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-11-06", "l_commitdate": "1993-11-20", "l_receiptdate": "1993-11-08", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "furiously bold dependencies. blithel" }
+{ "l_orderkey": 774, "l_partkey": 183, "l_suppkey": 4, "l_linenumber": 1, "l_quantity": 49, "l_extendedprice": 53075.82d, "l_discount": 0.08d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-12-06", "l_commitdate": "1996-01-07", "l_receiptdate": "1995-12-14", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "ess accounts are carefully " }
+{ "l_orderkey": 774, "l_partkey": 17, "l_suppkey": 4, "l_linenumber": 2, "l_quantity": 3, "l_extendedprice": 2751.03d, "l_discount": 0.1d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-02-13", "l_commitdate": "1996-01-14", "l_receiptdate": "1996-03-04", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": " slyly even courts nag blith" }
+{ "l_orderkey": 774, "l_partkey": 148, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 34, "l_extendedprice": 35636.76d, "l_discount": 0.02d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-03-16", "l_commitdate": "1996-01-03", "l_receiptdate": "1996-03-22", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "lar excuses are furiously final instr" }
+{ "l_orderkey": 774, "l_partkey": 15, "l_suppkey": 6, "l_linenumber": 4, "l_quantity": 8, "l_extendedprice": 7320.08d, "l_discount": 0.0d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-01-24", "l_commitdate": "1996-01-15", "l_receiptdate": "1996-02-13", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "ully ironic requests c" }
+{ "l_orderkey": 774, "l_partkey": 177, "l_suppkey": 5, "l_linenumber": 5, "l_quantity": 44, "l_extendedprice": 47395.48d, "l_discount": 0.09d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-02-29", "l_commitdate": "1996-01-16", "l_receiptdate": "1996-03-06", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "s according to the deposits unwind ca" }
+{ "l_orderkey": 774, "l_partkey": 120, "l_suppkey": 1, "l_linenumber": 6, "l_quantity": 2, "l_extendedprice": 2040.24d, "l_discount": 0.07d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-12-11", "l_commitdate": "1996-02-10", "l_receiptdate": "1995-12-14", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "accounts; slyly regular" }
+{ "l_orderkey": 775, "l_partkey": 32, "l_suppkey": 3, "l_linenumber": 1, "l_quantity": 16, "l_extendedprice": 14912.48d, "l_discount": 0.1d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "F", "l_shipdate": "1995-05-23", "l_commitdate": "1995-05-07", "l_receiptdate": "1995-06-19", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "un quickly slyly" }
+{ "l_orderkey": 775, "l_partkey": 174, "l_suppkey": 2, "l_linenumber": 2, "l_quantity": 21, "l_extendedprice": 22557.57d, "l_discount": 0.01d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1995-05-01", "l_commitdate": "1995-06-02", "l_receiptdate": "1995-05-13", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": " quickly sile" }
+{ "l_orderkey": 775, "l_partkey": 108, "l_suppkey": 5, "l_linenumber": 3, "l_quantity": 20, "l_extendedprice": 20162.0d, "l_discount": 0.01d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "F", "l_shipdate": "1995-06-17", "l_commitdate": "1995-05-22", "l_receiptdate": "1995-07-13", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "en dependencies nag slowly " }
+{ "l_orderkey": 800, "l_partkey": 72, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 38, "l_extendedprice": 36938.66d, "l_discount": 0.0d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-07-21", "l_commitdate": "1998-09-25", "l_receiptdate": "1998-08-07", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "according to the bold, final dependencies " }
+{ "l_orderkey": 800, "l_partkey": 85, "l_suppkey": 6, "l_linenumber": 2, "l_quantity": 21, "l_extendedprice": 20686.68d, "l_discount": 0.04d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-07-23", "l_commitdate": "1998-10-01", "l_receiptdate": "1998-08-20", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "ckly even requests after the carefully r" }
+{ "l_orderkey": 800, "l_partkey": 176, "l_suppkey": 5, "l_linenumber": 3, "l_quantity": 26, "l_extendedprice": 27980.42d, "l_discount": 0.01d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-07-23", "l_commitdate": "1998-10-08", "l_receiptdate": "1998-07-25", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "bove the pending requests." }
+{ "l_orderkey": 801, "l_partkey": 6, "l_suppkey": 3, "l_linenumber": 1, "l_quantity": 13, "l_extendedprice": 11778.0d, "l_discount": 0.1d, "l_tax": 0.02d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-04-25", "l_commitdate": "1992-04-24", "l_receiptdate": "1992-05-16", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "s are fluffily stealthily expres" }
+{ "l_orderkey": 801, "l_partkey": 95, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 21, "l_extendedprice": 20896.89d, "l_discount": 0.05d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-03-14", "l_commitdate": "1992-04-01", "l_receiptdate": "1992-04-05", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "wake silently furiously idle deposits. " }
+{ "l_orderkey": 801, "l_partkey": 3, "l_suppkey": 4, "l_linenumber": 3, "l_quantity": 21, "l_extendedprice": 18963.0d, "l_discount": 0.05d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-04-25", "l_commitdate": "1992-03-20", "l_receiptdate": "1992-05-04", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "cial, special packages." }
+{ "l_orderkey": 801, "l_partkey": 164, "l_suppkey": 9, "l_linenumber": 4, "l_quantity": 12, "l_extendedprice": 12769.92d, "l_discount": 0.08d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-06-06", "l_commitdate": "1992-04-14", "l_receiptdate": "1992-06-12", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "s. ironic pinto b" }
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+{ "l_orderkey": 839, "l_partkey": 189, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 47, "l_extendedprice": 51191.46d, "l_discount": 0.08d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-10-17", "l_commitdate": "1995-11-06", "l_receiptdate": "1995-11-10", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "refully final excuses about " }
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+{ "l_orderkey": 864, "l_partkey": 98, "l_suppkey": 1, "l_linenumber": 2, "l_quantity": 7, "l_extendedprice": 6986.63d, "l_discount": 0.01d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-11-13", "l_commitdate": "1997-10-07", "l_receiptdate": "1997-12-13", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "ven requests should sleep along " }
+{ "l_orderkey": 864, "l_partkey": 80, "l_suppkey": 10, "l_linenumber": 3, "l_quantity": 34, "l_extendedprice": 33322.72d, "l_discount": 0.03d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-09-14", "l_commitdate": "1997-11-04", "l_receiptdate": "1997-09-21", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "to the furiously ironic platelets! " }
+{ "l_orderkey": 865, "l_partkey": 198, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 16, "l_extendedprice": 17571.04d, "l_discount": 0.07d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-08-24", "l_commitdate": "1993-06-26", "l_receiptdate": "1993-08-28", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "y even accounts. quickly bold decoys" }
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+{ "l_orderkey": 865, "l_partkey": 87, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 15, "l_extendedprice": 14806.2d, "l_discount": 0.0d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-07-05", "l_commitdate": "1993-06-25", "l_receiptdate": "1993-07-26", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": " deposits sleep quickl" }
+{ "l_orderkey": 865, "l_partkey": 169, "l_suppkey": 4, "l_linenumber": 4, "l_quantity": 34, "l_extendedprice": 36351.44d, "l_discount": 0.09d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-05-09", "l_commitdate": "1993-07-28", "l_receiptdate": "1993-05-18", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "furiously fluffily unusual account" }
+{ "l_orderkey": 866, "l_partkey": 136, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 5, "l_extendedprice": 5180.65d, "l_discount": 0.08d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-01-22", "l_commitdate": "1993-01-14", "l_receiptdate": "1993-02-07", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "tegrate fluffily. carefully f" }
+{ "l_orderkey": 867, "l_partkey": 139, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 7, "l_extendedprice": 7273.91d, "l_discount": 0.04d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-02-19", "l_commitdate": "1993-12-25", "l_receiptdate": "1994-02-25", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "pendencies-- slyly unusual packages hagg" }
+{ "l_orderkey": 868, "l_partkey": 168, "l_suppkey": 9, "l_linenumber": 1, "l_quantity": 8, "l_extendedprice": 8545.28d, "l_discount": 0.06d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-10-07", "l_commitdate": "1992-08-01", "l_receiptdate": "1992-10-16", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": "l deposits. blithely regular pint" }
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+{ "l_orderkey": 868, "l_partkey": 68, "l_suppkey": 5, "l_linenumber": 3, "l_quantity": 19, "l_extendedprice": 18393.14d, "l_discount": 0.09d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-06-22", "l_commitdate": "1992-08-27", "l_receiptdate": "1992-07-04", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "lyly ironic platelets wake. rut" }
+{ "l_orderkey": 868, "l_partkey": 122, "l_suppkey": 1, "l_linenumber": 4, "l_quantity": 43, "l_extendedprice": 43951.16d, "l_discount": 0.02d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-07-02", "l_commitdate": "1992-07-22", "l_receiptdate": "1992-07-21", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "kly silent deposits wake dar" }
+{ "l_orderkey": 868, "l_partkey": 25, "l_suppkey": 8, "l_linenumber": 5, "l_quantity": 27, "l_extendedprice": 24975.54d, "l_discount": 0.04d, "l_tax": 0.01d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-08-01", "l_commitdate": "1992-08-25", "l_receiptdate": "1992-08-12", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "oss the fluffily unusual pinto " }
+{ "l_orderkey": 868, "l_partkey": 125, "l_suppkey": 6, "l_linenumber": 6, "l_quantity": 19, "l_extendedprice": 19477.28d, "l_discount": 0.02d, "l_tax": 0.05d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-09-20", "l_commitdate": "1992-07-18", "l_receiptdate": "1992-10-04", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "ely even deposits lose blithe" }
+{ "l_orderkey": 869, "l_partkey": 63, "l_suppkey": 2, "l_linenumber": 1, "l_quantity": 27, "l_extendedprice": 26002.62d, "l_discount": 0.07d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-30", "l_commitdate": "1997-02-17", "l_receiptdate": "1997-02-26", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "uffily even excuses? slyly even deposits " }
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+{ "l_orderkey": 870, "l_partkey": 50, "l_suppkey": 9, "l_linenumber": 1, "l_quantity": 36, "l_extendedprice": 34201.8d, "l_discount": 0.04d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-10-18", "l_commitdate": "1993-09-16", "l_receiptdate": "1993-11-15", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "fily. furiously final accounts are " }
+{ "l_orderkey": 870, "l_partkey": 186, "l_suppkey": 7, "l_linenumber": 2, "l_quantity": 5, "l_extendedprice": 5430.9d, "l_discount": 0.06d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-08-13", "l_commitdate": "1993-09-11", "l_receiptdate": "1993-08-24", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "e slyly excuses. ironi" }
+{ "l_orderkey": 871, "l_partkey": 97, "l_suppkey": 8, "l_linenumber": 1, "l_quantity": 48, "l_extendedprice": 47860.32d, "l_discount": 0.1d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-02-25", "l_commitdate": "1996-02-09", "l_receiptdate": "1996-03-18", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "coys dazzle slyly slow notornis. f" }
+{ "l_orderkey": 871, "l_partkey": 55, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 47, "l_extendedprice": 44887.35d, "l_discount": 0.07d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-12-25", "l_commitdate": "1996-02-01", "l_receiptdate": "1996-01-24", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "ss, final dep" }
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+{ "l_orderkey": 871, "l_partkey": 174, "l_suppkey": 3, "l_linenumber": 7, "l_quantity": 4, "l_extendedprice": 4296.68d, "l_discount": 0.0d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-03-09", "l_commitdate": "1996-01-20", "l_receiptdate": "1996-03-26", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "l, regular dependencies w" }
+{ "l_orderkey": 896, "l_partkey": 39, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 47, "l_extendedprice": 44134.41d, "l_discount": 0.07d, "l_tax": 0.08d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-05-28", "l_commitdate": "1993-05-15", "l_receiptdate": "1993-06-15", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "ly even pinto beans integrate. b" }
+{ "l_orderkey": 896, "l_partkey": 198, "l_suppkey": 2, "l_linenumber": 2, "l_quantity": 10, "l_extendedprice": 10981.9d, "l_discount": 0.03d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-07-07", "l_commitdate": "1993-06-03", "l_receiptdate": "1993-07-24", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": " quickly even theodolites. carefully regu" }
+{ "l_orderkey": 896, "l_partkey": 2, "l_suppkey": 9, "l_linenumber": 3, "l_quantity": 7, "l_extendedprice": 6314.0d, "l_discount": 0.09d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-05-02", "l_commitdate": "1993-05-24", "l_receiptdate": "1993-05-31", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": " requests " }
+{ "l_orderkey": 896, "l_partkey": 152, "l_suppkey": 3, "l_linenumber": 4, "l_quantity": 11, "l_extendedprice": 11573.65d, "l_discount": 0.08d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-05-19", "l_commitdate": "1993-05-22", "l_receiptdate": "1993-06-08", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "the multipliers sleep" }
+{ "l_orderkey": 896, "l_partkey": 188, "l_suppkey": 9, "l_linenumber": 5, "l_quantity": 34, "l_extendedprice": 36998.12d, "l_discount": 0.0d, "l_tax": 0.05d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-05-21", "l_commitdate": "1993-06-01", "l_receiptdate": "1993-05-23", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "ular, close requests cajo" }
+{ "l_orderkey": 896, "l_partkey": 177, "l_suppkey": 6, "l_linenumber": 6, "l_quantity": 44, "l_extendedprice": 47395.48d, "l_discount": 0.09d, "l_tax": 0.08d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-05-19", "l_commitdate": "1993-04-14", "l_receiptdate": "1993-06-02", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "lar, pending packages. deposits are q" }
+{ "l_orderkey": 896, "l_partkey": 109, "l_suppkey": 2, "l_linenumber": 7, "l_quantity": 11, "l_extendedprice": 11100.1d, "l_discount": 0.01d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-05-01", "l_commitdate": "1993-04-09", "l_receiptdate": "1993-05-06", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "rding to the pinto beans wa" }
+{ "l_orderkey": 897, "l_partkey": 91, "l_suppkey": 4, "l_linenumber": 1, "l_quantity": 15, "l_extendedprice": 14866.35d, "l_discount": 0.07d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1995-05-25", "l_commitdate": "1995-05-09", "l_receiptdate": "1995-06-07", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "r ideas. slyly spec" }
+{ "l_orderkey": 897, "l_partkey": 184, "l_suppkey": 5, "l_linenumber": 2, "l_quantity": 26, "l_extendedprice": 28188.68d, "l_discount": 0.05d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-07-01", "l_commitdate": "1995-06-10", "l_receiptdate": "1995-07-14", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "tions sleep according to the special" }
+{ "l_orderkey": 897, "l_partkey": 126, "l_suppkey": 1, "l_linenumber": 3, "l_quantity": 13, "l_extendedprice": 13339.56d, "l_discount": 0.07d, "l_tax": 0.0d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-03-30", "l_commitdate": "1995-05-17", "l_receiptdate": "1995-04-21", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "bold accounts mold carefully! braids" }
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+{ "l_orderkey": 898, "l_partkey": 161, "l_suppkey": 2, "l_linenumber": 1, "l_quantity": 9, "l_extendedprice": 9550.44d, "l_discount": 0.07d, "l_tax": 0.08d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-07-04", "l_commitdate": "1993-07-09", "l_receiptdate": "1993-07-25", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "e slyly across the blithe" }
+{ "l_orderkey": 898, "l_partkey": 179, "l_suppkey": 7, "l_linenumber": 2, "l_quantity": 37, "l_extendedprice": 39929.29d, "l_discount": 0.03d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-08-17", "l_commitdate": "1993-08-04", "l_receiptdate": "1993-09-01", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "packages sleep furiously" }
+{ "l_orderkey": 898, "l_partkey": 49, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 11, "l_extendedprice": 10439.44d, "l_discount": 0.01d, "l_tax": 0.0d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-09-13", "l_commitdate": "1993-08-31", "l_receiptdate": "1993-09-25", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "etly bold accounts " }
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+{ "l_orderkey": 1216, "l_partkey": 97, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 8, "l_extendedprice": 7976.72d, "l_discount": 0.03d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-02-01", "l_commitdate": "1993-03-06", "l_receiptdate": "1993-02-08", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": " of the carefully express" }
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+{ "l_orderkey": 1216, "l_partkey": 42, "l_suppkey": 3, "l_linenumber": 3, "l_quantity": 18, "l_extendedprice": 16956.72d, "l_discount": 0.0d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-01-20", "l_commitdate": "1993-01-28", "l_receiptdate": "1993-02-02", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "y final packages nod " }
+{ "l_orderkey": 1217, "l_partkey": 60, "l_suppkey": 5, "l_linenumber": 1, "l_quantity": 45, "l_extendedprice": 43202.7d, "l_discount": 0.07d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-07-01", "l_commitdate": "1992-06-23", "l_receiptdate": "1992-07-06", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "riously close ideas" }
+{ "l_orderkey": 1218, "l_partkey": 140, "l_suppkey": 6, "l_linenumber": 1, "l_quantity": 16, "l_extendedprice": 16642.24d, "l_discount": 0.04d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-06-26", "l_commitdate": "1994-08-07", "l_receiptdate": "1994-06-30", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "ven realms be" }
+{ "l_orderkey": 1218, "l_partkey": 94, "l_suppkey": 6, "l_linenumber": 2, "l_quantity": 41, "l_extendedprice": 40757.69d, "l_discount": 0.06d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-08-04", "l_commitdate": "1994-08-05", "l_receiptdate": "1994-08-11", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "dolphins. theodolites beyond th" }
+{ "l_orderkey": 1218, "l_partkey": 48, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 44, "l_extendedprice": 41713.76d, "l_discount": 0.07d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-10-05", "l_commitdate": "1994-09-03", "l_receiptdate": "1994-10-30", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "thely ironic accounts wake slyly" }
+{ "l_orderkey": 1218, "l_partkey": 42, "l_suppkey": 9, "l_linenumber": 4, "l_quantity": 1, "l_extendedprice": 942.04d, "l_discount": 0.01d, "l_tax": 0.08d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-09-15", "l_commitdate": "1994-09-07", "l_receiptdate": "1994-10-03", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "press furio" }
+{ "l_orderkey": 1219, "l_partkey": 132, "l_suppkey": 3, "l_linenumber": 1, "l_quantity": 6, "l_extendedprice": 6192.78d, "l_discount": 0.08d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-11-13", "l_commitdate": "1995-12-24", "l_receiptdate": "1995-11-18", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": "pecial, ironic requ" }
+{ "l_orderkey": 1219, "l_partkey": 129, "l_suppkey": 4, "l_linenumber": 2, "l_quantity": 4, "l_extendedprice": 4116.48d, "l_discount": 0.01d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-11-24", "l_commitdate": "1995-11-22", "l_receiptdate": "1995-12-07", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "lly quick requests. blithely even h" }
+{ "l_orderkey": 1220, "l_partkey": 169, "l_suppkey": 4, "l_linenumber": 1, "l_quantity": 25, "l_extendedprice": 26729.0d, "l_discount": 0.1d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-10-15", "l_commitdate": "1996-11-07", "l_receiptdate": "1996-11-06", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": " regular orbi" }
+{ "l_orderkey": 1220, "l_partkey": 160, "l_suppkey": 5, "l_linenumber": 2, "l_quantity": 36, "l_extendedprice": 38165.76d, "l_discount": 0.01d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-12-10", "l_commitdate": "1996-11-14", "l_receiptdate": "1997-01-07", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "ar packages. blithely final acc" }
+{ "l_orderkey": 1220, "l_partkey": 37, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 3, "l_extendedprice": 2811.09d, "l_discount": 0.08d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-09-06", "l_commitdate": "1996-11-03", "l_receiptdate": "1996-09-10", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": " final theodolites. blithely silent " }
+{ "l_orderkey": 1220, "l_partkey": 6, "l_suppkey": 1, "l_linenumber": 4, "l_quantity": 36, "l_extendedprice": 32616.0d, "l_discount": 0.07d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-12-12", "l_commitdate": "1996-10-03", "l_receiptdate": "1996-12-15", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "unusual, silent pinto beans aga" }
+{ "l_orderkey": 1220, "l_partkey": 49, "l_suppkey": 2, "l_linenumber": 5, "l_quantity": 25, "l_extendedprice": 23726.0d, "l_discount": 0.03d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-09-11", "l_commitdate": "1996-10-09", "l_receiptdate": "1996-09-25", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "packages affi" }
+{ "l_orderkey": 1221, "l_partkey": 81, "l_suppkey": 2, "l_linenumber": 1, "l_quantity": 43, "l_extendedprice": 42186.44d, "l_discount": 0.05d, "l_tax": 0.05d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-06-22", "l_commitdate": "1992-07-15", "l_receiptdate": "1992-07-20", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "y slyly above the slyly unusual ideas" }
+{ "l_orderkey": 1221, "l_partkey": 170, "l_suppkey": 1, "l_linenumber": 2, "l_quantity": 12, "l_extendedprice": 12842.04d, "l_discount": 0.0d, "l_tax": 0.08d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-08-07", "l_commitdate": "1992-06-24", "l_receiptdate": "1992-08-13", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "yly ironic " }
+{ "l_orderkey": 1221, "l_partkey": 69, "l_suppkey": 6, "l_linenumber": 3, "l_quantity": 3, "l_extendedprice": 2907.18d, "l_discount": 0.1d, "l_tax": 0.08d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-07-01", "l_commitdate": "1992-06-04", "l_receiptdate": "1992-07-27", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "ing to the fluffily" }
+{ "l_orderkey": 1221, "l_partkey": 120, "l_suppkey": 10, "l_linenumber": 4, "l_quantity": 41, "l_extendedprice": 41824.92d, "l_discount": 0.06d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-04-28", "l_commitdate": "1992-07-02", "l_receiptdate": "1992-05-19", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "ns. bold deposit" }
+{ "l_orderkey": 1221, "l_partkey": 108, "l_suppkey": 1, "l_linenumber": 5, "l_quantity": 13, "l_extendedprice": 13105.3d, "l_discount": 0.1d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-08-01", "l_commitdate": "1992-06-29", "l_receiptdate": "1992-08-27", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "ajole furiously. blithely expres" }
+{ "l_orderkey": 1221, "l_partkey": 85, "l_suppkey": 6, "l_linenumber": 6, "l_quantity": 7, "l_extendedprice": 6895.56d, "l_discount": 0.08d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-06-27", "l_commitdate": "1992-06-16", "l_receiptdate": "1992-07-23", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "xpress accounts " }
+{ "l_orderkey": 1222, "l_partkey": 72, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 12, "l_extendedprice": 11664.84d, "l_discount": 0.09d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-02-12", "l_commitdate": "1993-03-14", "l_receiptdate": "1993-03-12", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "s print permanently unusual packages. " }
+{ "l_orderkey": 1222, "l_partkey": 159, "l_suppkey": 7, "l_linenumber": 2, "l_quantity": 12, "l_extendedprice": 12709.8d, "l_discount": 0.08d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-05-05", "l_commitdate": "1993-03-27", "l_receiptdate": "1993-05-18", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": " furiously bold instructions" }
+{ "l_orderkey": 1222, "l_partkey": 8, "l_suppkey": 1, "l_linenumber": 3, "l_quantity": 26, "l_extendedprice": 23608.0d, "l_discount": 0.02d, "l_tax": 0.08d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-02-13", "l_commitdate": "1993-03-20", "l_receiptdate": "1993-02-22", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": ", even accounts are ironic" }
+{ "l_orderkey": 1223, "l_partkey": 100, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 28, "l_extendedprice": 28002.8d, "l_discount": 0.1d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-08-07", "l_commitdate": "1996-07-24", "l_receiptdate": "1996-08-13", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": " quickly ironic requests. furious" }
+{ "l_orderkey": 1248, "l_partkey": 164, "l_suppkey": 5, "l_linenumber": 1, "l_quantity": 45, "l_extendedprice": 47887.2d, "l_discount": 0.0d, "l_tax": 0.08d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-04-17", "l_commitdate": "1992-03-31", "l_receiptdate": "1992-05-13", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "ter the pending pl" }
+{ "l_orderkey": 1248, "l_partkey": 151, "l_suppkey": 9, "l_linenumber": 2, "l_quantity": 37, "l_extendedprice": 38892.55d, "l_discount": 0.06d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-01-26", "l_commitdate": "1992-02-05", "l_receiptdate": "1992-02-13", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": ". final requests integrate quickly. blit" }
+{ "l_orderkey": 1248, "l_partkey": 56, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 26, "l_extendedprice": 24857.3d, "l_discount": 0.09d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-01-16", "l_commitdate": "1992-03-01", "l_receiptdate": "1992-02-06", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": " ironic dependen" }
+{ "l_orderkey": 1248, "l_partkey": 156, "l_suppkey": 7, "l_linenumber": 4, "l_quantity": 49, "l_extendedprice": 51751.35d, "l_discount": 0.02d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-04-24", "l_commitdate": "1992-02-18", "l_receiptdate": "1992-05-03", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "beans run quickly according to the carefu" }
+{ "l_orderkey": 1248, "l_partkey": 122, "l_suppkey": 7, "l_linenumber": 5, "l_quantity": 20, "l_extendedprice": 20442.4d, "l_discount": 0.08d, "l_tax": 0.0d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-03-12", "l_commitdate": "1992-03-23", "l_receiptdate": "1992-04-07", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "nal foxes cajole carefully slyl" }
+{ "l_orderkey": 1248, "l_partkey": 62, "l_suppkey": 9, "l_linenumber": 6, "l_quantity": 30, "l_extendedprice": 28861.8d, "l_discount": 0.1d, "l_tax": 0.01d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-02-01", "l_commitdate": "1992-03-24", "l_receiptdate": "1992-02-08", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "fily special foxes kindle am" }
+{ "l_orderkey": 1249, "l_partkey": 59, "l_suppkey": 4, "l_linenumber": 1, "l_quantity": 49, "l_extendedprice": 46993.45d, "l_discount": 0.07d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-03-03", "l_commitdate": "1994-02-28", "l_receiptdate": "1994-03-08", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "ffily express theodo" }
+{ "l_orderkey": 1250, "l_partkey": 2, "l_suppkey": 3, "l_linenumber": 1, "l_quantity": 15, "l_extendedprice": 13530.0d, "l_discount": 0.1d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-11-05", "l_commitdate": "1992-12-17", "l_receiptdate": "1992-12-03", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": " regular, i" }
+{ "l_orderkey": 1251, "l_partkey": 4, "l_suppkey": 5, "l_linenumber": 1, "l_quantity": 37, "l_extendedprice": 33448.0d, "l_discount": 0.08d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-12-21", "l_commitdate": "1998-01-12", "l_receiptdate": "1997-12-26", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": ". furiously" }
+{ "l_orderkey": 1251, "l_partkey": 78, "l_suppkey": 9, "l_linenumber": 2, "l_quantity": 36, "l_extendedprice": 35210.52d, "l_discount": 0.07d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-11-29", "l_commitdate": "1998-01-07", "l_receiptdate": "1997-12-03", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "y ironic Tiresias are slyly furio" }
+{ "l_orderkey": 1251, "l_partkey": 99, "l_suppkey": 3, "l_linenumber": 3, "l_quantity": 37, "l_extendedprice": 36966.33d, "l_discount": 0.09d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-01-11", "l_commitdate": "1997-12-01", "l_receiptdate": "1998-01-23", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "finally bold requests" }
+{ "l_orderkey": 1251, "l_partkey": 150, "l_suppkey": 9, "l_linenumber": 4, "l_quantity": 7, "l_extendedprice": 7351.05d, "l_discount": 0.07d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-01-08", "l_commitdate": "1997-12-27", "l_receiptdate": "1998-01-18", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "riously pe" }
+{ "l_orderkey": 1251, "l_partkey": 188, "l_suppkey": 9, "l_linenumber": 5, "l_quantity": 1, "l_extendedprice": 1088.18d, "l_discount": 0.02d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-12-08", "l_commitdate": "1998-01-06", "l_receiptdate": "1998-01-01", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": " use quickly final packages. iron" }
+{ "l_orderkey": 1252, "l_partkey": 87, "l_suppkey": 8, "l_linenumber": 1, "l_quantity": 13, "l_extendedprice": 12832.04d, "l_discount": 0.1d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-09-07", "l_commitdate": "1997-09-12", "l_receiptdate": "1997-10-01", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "sts dazzle" }
+{ "l_orderkey": 1252, "l_partkey": 111, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 27, "l_extendedprice": 27299.97d, "l_discount": 0.0d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-10-22", "l_commitdate": "1997-10-10", "l_receiptdate": "1997-11-10", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "packages hag" }
+{ "l_orderkey": 1252, "l_partkey": 40, "l_suppkey": 1, "l_linenumber": 3, "l_quantity": 19, "l_extendedprice": 17860.76d, "l_discount": 0.07d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-10-13", "l_commitdate": "1997-10-23", "l_receiptdate": "1997-10-18", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "ts wake carefully-- packages sleep. quick " }
+{ "l_orderkey": 1252, "l_partkey": 92, "l_suppkey": 4, "l_linenumber": 4, "l_quantity": 11, "l_extendedprice": 10912.99d, "l_discount": 0.1d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-10-16", "l_commitdate": "1997-09-22", "l_receiptdate": "1997-10-28", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "s are. slyly final requests among the" }
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+{ "l_orderkey": 1283, "l_partkey": 138, "l_suppkey": 4, "l_linenumber": 3, "l_quantity": 18, "l_extendedprice": 18686.34d, "l_discount": 0.02d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-10-14", "l_commitdate": "1996-11-07", "l_receiptdate": "1996-10-22", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "equests use along the fluff" }
+{ "l_orderkey": 1283, "l_partkey": 192, "l_suppkey": 4, "l_linenumber": 4, "l_quantity": 40, "l_extendedprice": 43687.6d, "l_discount": 0.07d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-11-09", "l_commitdate": "1996-11-23", "l_receiptdate": "1996-11-28", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": "riously. even, ironic instructions after" }
+{ "l_orderkey": 1283, "l_partkey": 124, "l_suppkey": 9, "l_linenumber": 5, "l_quantity": 43, "l_extendedprice": 44037.16d, "l_discount": 0.01d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-09-29", "l_commitdate": "1996-11-19", "l_receiptdate": "1996-10-26", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "requests sleep slyly about the " }
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+{ "l_orderkey": 1382, "l_partkey": 181, "l_suppkey": 2, "l_linenumber": 2, "l_quantity": 29, "l_extendedprice": 31354.22d, "l_discount": 0.08d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-10-08", "l_commitdate": "1993-11-11", "l_receiptdate": "1993-10-10", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": " haggle: closely even asymptot" }
+{ "l_orderkey": 1382, "l_partkey": 178, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 43, "l_extendedprice": 46361.31d, "l_discount": 0.1d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-09-02", "l_commitdate": "1993-10-06", "l_receiptdate": "1993-09-15", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "ress deposits. slyly ironic foxes are blit" }
+{ "l_orderkey": 1382, "l_partkey": 181, "l_suppkey": 2, "l_linenumber": 4, "l_quantity": 11, "l_extendedprice": 11892.98d, "l_discount": 0.04d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-09-17", "l_commitdate": "1993-09-29", "l_receiptdate": "1993-09-21", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "furiously unusual packages play quickly " }
+{ "l_orderkey": 1382, "l_partkey": 157, "l_suppkey": 8, "l_linenumber": 5, "l_quantity": 31, "l_extendedprice": 32771.65d, "l_discount": 0.07d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-10-26", "l_commitdate": "1993-10-15", "l_receiptdate": "1993-11-09", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "hely regular dependencies. f" }
+{ "l_orderkey": 1382, "l_partkey": 10, "l_suppkey": 5, "l_linenumber": 6, "l_quantity": 38, "l_extendedprice": 34580.38d, "l_discount": 0.07d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-11-17", "l_commitdate": "1993-09-28", "l_receiptdate": "1993-11-20", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "ake pending pinto beans. s" }
+{ "l_orderkey": 1382, "l_partkey": 23, "l_suppkey": 4, "l_linenumber": 7, "l_quantity": 5, "l_extendedprice": 4615.1d, "l_discount": 0.07d, "l_tax": 0.01d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-10-02", "l_commitdate": "1993-09-29", "l_receiptdate": "1993-10-12", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "ter the carefully final excuses. blit" }
+{ "l_orderkey": 1383, "l_partkey": 193, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 14, "l_extendedprice": 15304.66d, "l_discount": 0.07d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-08-25", "l_commitdate": "1993-07-09", "l_receiptdate": "1993-09-12", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "ole carefully silent requests. car" }
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+{ "l_orderkey": 1408, "l_partkey": 173, "l_suppkey": 2, "l_linenumber": 2, "l_quantity": 7, "l_extendedprice": 7512.19d, "l_discount": 0.05d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-01-14", "l_commitdate": "1998-03-21", "l_receiptdate": "1998-01-29", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "fully final instructions. theodolites ca" }
+{ "l_orderkey": 1408, "l_partkey": 76, "l_suppkey": 6, "l_linenumber": 3, "l_quantity": 11, "l_extendedprice": 10736.77d, "l_discount": 0.0d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-04-04", "l_commitdate": "1998-01-29", "l_receiptdate": "1998-04-18", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "y even accounts thrash care" }
+{ "l_orderkey": 1408, "l_partkey": 148, "l_suppkey": 5, "l_linenumber": 4, "l_quantity": 20, "l_extendedprice": 20962.8d, "l_discount": 0.06d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-04-21", "l_commitdate": "1998-01-25", "l_receiptdate": "1998-05-12", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": " blithely fluffi" }
+{ "l_orderkey": 1408, "l_partkey": 170, "l_suppkey": 1, "l_linenumber": 5, "l_quantity": 41, "l_extendedprice": 43876.97d, "l_discount": 0.02d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-02-25", "l_commitdate": "1998-02-03", "l_receiptdate": "1998-03-13", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "ep along the fina" }
+{ "l_orderkey": 1408, "l_partkey": 134, "l_suppkey": 10, "l_linenumber": 6, "l_quantity": 42, "l_extendedprice": 43433.46d, "l_discount": 0.05d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-01-30", "l_commitdate": "1998-02-07", "l_receiptdate": "1998-02-18", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "even packages. even accounts cajole" }
+{ "l_orderkey": 1408, "l_partkey": 55, "l_suppkey": 6, "l_linenumber": 7, "l_quantity": 26, "l_extendedprice": 24831.3d, "l_discount": 0.0d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-03-19", "l_commitdate": "1998-03-14", "l_receiptdate": "1998-04-01", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "ic foxes ca" }
+{ "l_orderkey": 1409, "l_partkey": 99, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 23, "l_extendedprice": 22979.07d, "l_discount": 0.01d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-04-18", "l_commitdate": "1993-02-25", "l_receiptdate": "1993-05-06", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "ions. slyly ironic packages wake quick" }
+{ "l_orderkey": 1409, "l_partkey": 65, "l_suppkey": 2, "l_linenumber": 2, "l_quantity": 36, "l_extendedprice": 34742.16d, "l_discount": 0.09d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-01-27", "l_commitdate": "1993-01-31", "l_receiptdate": "1993-02-07", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "ncies sleep carefully r" }
+{ "l_orderkey": 1409, "l_partkey": 160, "l_suppkey": 1, "l_linenumber": 3, "l_quantity": 17, "l_extendedprice": 18022.72d, "l_discount": 0.07d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-04-15", "l_commitdate": "1993-03-01", "l_receiptdate": "1993-04-29", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "pending accounts poach. care" }
+{ "l_orderkey": 1410, "l_partkey": 121, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 15, "l_extendedprice": 15316.8d, "l_discount": 0.06d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-05-25", "l_commitdate": "1997-07-08", "l_receiptdate": "1997-06-15", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": " bold packages are fluf" }
+{ "l_orderkey": 1410, "l_partkey": 179, "l_suppkey": 9, "l_linenumber": 2, "l_quantity": 18, "l_extendedprice": 19425.06d, "l_discount": 0.03d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-06-03", "l_commitdate": "1997-05-17", "l_receiptdate": "1997-06-07", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "gle furiously fluffily regular requests" }
+{ "l_orderkey": 1410, "l_partkey": 109, "l_suppkey": 4, "l_linenumber": 3, "l_quantity": 37, "l_extendedprice": 37336.7d, "l_discount": 0.02d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-04-17", "l_commitdate": "1997-06-18", "l_receiptdate": "1997-04-19", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "to beans b" }
+{ "l_orderkey": 1410, "l_partkey": 188, "l_suppkey": 9, "l_linenumber": 4, "l_quantity": 22, "l_extendedprice": 23939.96d, "l_discount": 0.1d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-07-31", "l_commitdate": "1997-05-17", "l_receiptdate": "1997-08-19", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "gular account" }
+{ "l_orderkey": 1410, "l_partkey": 66, "l_suppkey": 1, "l_linenumber": 5, "l_quantity": 25, "l_extendedprice": 24151.5d, "l_discount": 0.09d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-05-07", "l_commitdate": "1997-07-10", "l_receiptdate": "1997-05-16", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "unts haggle against the furiously fina" }
+{ "l_orderkey": 1411, "l_partkey": 17, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 9, "l_extendedprice": 8253.09d, "l_discount": 0.06d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-03-08", "l_commitdate": "1995-03-04", "l_receiptdate": "1995-03-11", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "accounts. furiou" }
+{ "l_orderkey": 1411, "l_partkey": 107, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 26, "l_extendedprice": 26184.6d, "l_discount": 0.02d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-04-12", "l_commitdate": "1995-01-24", "l_receiptdate": "1995-05-03", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "c packages. " }
+{ "l_orderkey": 1411, "l_partkey": 27, "l_suppkey": 6, "l_linenumber": 3, "l_quantity": 37, "l_extendedprice": 34299.74d, "l_discount": 0.0d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-02-27", "l_commitdate": "1995-03-02", "l_receiptdate": "1995-03-24", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": "d excuses. furiously final pear" }
+{ "l_orderkey": 1411, "l_partkey": 200, "l_suppkey": 3, "l_linenumber": 4, "l_quantity": 20, "l_extendedprice": 22004.0d, "l_discount": 0.01d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1995-04-06", "l_commitdate": "1995-03-16", "l_receiptdate": "1995-04-17", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "s against the" }
+{ "l_orderkey": 1411, "l_partkey": 83, "l_suppkey": 4, "l_linenumber": 5, "l_quantity": 46, "l_extendedprice": 45221.68d, "l_discount": 0.08d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-04-03", "l_commitdate": "1995-01-20", "l_receiptdate": "1995-04-05", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "ly daring instructions" }
+{ "l_orderkey": 1411, "l_partkey": 77, "l_suppkey": 6, "l_linenumber": 6, "l_quantity": 30, "l_extendedprice": 29312.1d, "l_discount": 0.09d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-01-12", "l_commitdate": "1995-02-01", "l_receiptdate": "1995-01-23", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "ious foxes wake courts. caref" }
+{ "l_orderkey": 1412, "l_partkey": 58, "l_suppkey": 3, "l_linenumber": 1, "l_quantity": 37, "l_extendedprice": 35447.85d, "l_discount": 0.06d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-04-10", "l_commitdate": "1993-04-19", "l_receiptdate": "1993-04-12", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "hely express excuses are " }
+{ "l_orderkey": 1412, "l_partkey": 156, "l_suppkey": 1, "l_linenumber": 2, "l_quantity": 20, "l_extendedprice": 21123.0d, "l_discount": 0.1d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-07-04", "l_commitdate": "1993-05-18", "l_receiptdate": "1993-07-22", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "odolites sleep ironically" }
+{ "l_orderkey": 1412, "l_partkey": 23, "l_suppkey": 2, "l_linenumber": 3, "l_quantity": 2, "l_extendedprice": 1846.04d, "l_discount": 0.1d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-04-01", "l_commitdate": "1993-05-03", "l_receiptdate": "1993-04-12", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "s among the requests are a" }
+{ "l_orderkey": 1412, "l_partkey": 167, "l_suppkey": 8, "l_linenumber": 4, "l_quantity": 11, "l_extendedprice": 11738.76d, "l_discount": 0.05d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-05-27", "l_commitdate": "1993-05-30", "l_receiptdate": "1993-06-07", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "en packages. regular packages dete" }
+{ "l_orderkey": 1412, "l_partkey": 158, "l_suppkey": 6, "l_linenumber": 5, "l_quantity": 11, "l_extendedprice": 11639.65d, "l_discount": 0.08d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-03-30", "l_commitdate": "1993-05-25", "l_receiptdate": "1993-04-21", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "se slyly. special, unusual accounts nag bl" }
+{ "l_orderkey": 1413, "l_partkey": 178, "l_suppkey": 9, "l_linenumber": 1, "l_quantity": 18, "l_extendedprice": 19407.06d, "l_discount": 0.08d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-10-11", "l_commitdate": "1997-08-17", "l_receiptdate": "1997-10-25", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "yly bold packages haggle quickly acr" }
+{ "l_orderkey": 1413, "l_partkey": 165, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 49, "l_extendedprice": 52192.84d, "l_discount": 0.07d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-08-28", "l_commitdate": "1997-08-23", "l_receiptdate": "1997-09-12", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "nstructions br" }
+{ "l_orderkey": 1413, "l_partkey": 42, "l_suppkey": 9, "l_linenumber": 3, "l_quantity": 6, "l_extendedprice": 5652.24d, "l_discount": 0.04d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-09-07", "l_commitdate": "1997-07-30", "l_receiptdate": "1997-09-21", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "lithely excuses. f" }
+{ "l_orderkey": 1414, "l_partkey": 38, "l_suppkey": 4, "l_linenumber": 1, "l_quantity": 39, "l_extendedprice": 36583.17d, "l_discount": 0.1d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-09-22", "l_commitdate": "1995-09-30", "l_receiptdate": "1995-10-07", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": "quickly aro" }
+{ "l_orderkey": 1414, "l_partkey": 107, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 4, "l_extendedprice": 4028.4d, "l_discount": 0.02d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-09-16", "l_commitdate": "1995-11-01", "l_receiptdate": "1995-10-02", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": " haggle quickly" }
+{ "l_orderkey": 1415, "l_partkey": 149, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 25, "l_extendedprice": 26228.5d, "l_discount": 0.06d, "l_tax": 0.0d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-09-03", "l_commitdate": "1994-07-12", "l_receiptdate": "1994-09-13", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "ect never fluff" }
+{ "l_orderkey": 1440, "l_partkey": 193, "l_suppkey": 6, "l_linenumber": 1, "l_quantity": 3, "l_extendedprice": 3279.57d, "l_discount": 0.06d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-10-30", "l_commitdate": "1995-10-17", "l_receiptdate": "1995-11-08", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "instructions boost. fluffily regul" }
+{ "l_orderkey": 1440, "l_partkey": 114, "l_suppkey": 4, "l_linenumber": 2, "l_quantity": 46, "l_extendedprice": 46649.06d, "l_discount": 0.02d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-09-21", "l_commitdate": "1995-10-19", "l_receiptdate": "1995-10-19", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "blithely even instructions. " }
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+{ "l_orderkey": 1888, "l_partkey": 80, "l_suppkey": 1, "l_linenumber": 3, "l_quantity": 49, "l_extendedprice": 48023.92d, "l_discount": 0.07d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-02-27", "l_commitdate": "1994-01-14", "l_receiptdate": "1994-03-28", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "lar accounts haggle carefu" }
+{ "l_orderkey": 1888, "l_partkey": 19, "l_suppkey": 10, "l_linenumber": 4, "l_quantity": 9, "l_extendedprice": 8271.09d, "l_discount": 0.01d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-02-09", "l_commitdate": "1994-01-22", "l_receiptdate": "1994-02-19", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": " packages are blithely. carefu" }
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+{ "l_orderkey": 1888, "l_partkey": 53, "l_suppkey": 8, "l_linenumber": 6, "l_quantity": 48, "l_extendedprice": 45746.4d, "l_discount": 0.08d, "l_tax": 0.08d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-02-28", "l_commitdate": "1993-12-16", "l_receiptdate": "1994-03-15", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "ar ideas cajole. regular p" }
+{ "l_orderkey": 1888, "l_partkey": 167, "l_suppkey": 6, "l_linenumber": 7, "l_quantity": 50, "l_extendedprice": 53358.0d, "l_discount": 0.04d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-12-22", "l_commitdate": "1994-01-10", "l_receiptdate": "1994-01-06", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "ependencies affix blithely regular warhors" }
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+{ "l_orderkey": 1889, "l_partkey": 172, "l_suppkey": 3, "l_linenumber": 2, "l_quantity": 13, "l_extendedprice": 13938.21d, "l_discount": 0.05d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-06-12", "l_commitdate": "1997-04-28", "l_receiptdate": "1997-06-23", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "to the regular accounts. carefully express" }
+{ "l_orderkey": 1889, "l_partkey": 138, "l_suppkey": 9, "l_linenumber": 3, "l_quantity": 36, "l_extendedprice": 37372.68d, "l_discount": 0.05d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-05-19", "l_commitdate": "1997-06-14", "l_receiptdate": "1997-05-23", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "l pinto beans kindle " }
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+{ "l_orderkey": 1890, "l_partkey": 141, "l_suppkey": 8, "l_linenumber": 1, "l_quantity": 26, "l_extendedprice": 27069.64d, "l_discount": 0.03d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-04-02", "l_commitdate": "1997-03-13", "l_receiptdate": "1997-04-22", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "ngage. slyly ironic " }
+{ "l_orderkey": 1890, "l_partkey": 100, "l_suppkey": 1, "l_linenumber": 2, "l_quantity": 43, "l_extendedprice": 43004.3d, "l_discount": 0.07d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-12-30", "l_commitdate": "1997-01-31", "l_receiptdate": "1997-01-19", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "p ironic, express accounts. fu" }
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+{ "l_orderkey": 1890, "l_partkey": 68, "l_suppkey": 9, "l_linenumber": 4, "l_quantity": 43, "l_extendedprice": 41626.58d, "l_discount": 0.09d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-04-08", "l_commitdate": "1997-02-19", "l_receiptdate": "1997-04-30", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "lyly. instructions across the furiously" }
+{ "l_orderkey": 1890, "l_partkey": 122, "l_suppkey": 3, "l_linenumber": 5, "l_quantity": 45, "l_extendedprice": 45995.4d, "l_discount": 0.08d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-04-15", "l_commitdate": "1997-03-16", "l_receiptdate": "1997-04-19", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "he carefully regular sauternes. ironic fret" }
+{ "l_orderkey": 1890, "l_partkey": 181, "l_suppkey": 2, "l_linenumber": 6, "l_quantity": 16, "l_extendedprice": 17298.88d, "l_discount": 0.08d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-02-13", "l_commitdate": "1997-02-18", "l_receiptdate": "1997-03-12", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "ged pinto beans. regular, regular id" }
+{ "l_orderkey": 1890, "l_partkey": 121, "l_suppkey": 4, "l_linenumber": 7, "l_quantity": 10, "l_extendedprice": 10211.2d, "l_discount": 0.01d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-12-24", "l_commitdate": "1997-02-19", "l_receiptdate": "1997-01-01", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": ". even, unusual inst" }
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+{ "l_orderkey": 1955, "l_partkey": 158, "l_suppkey": 6, "l_linenumber": 3, "l_quantity": 41, "l_extendedprice": 43384.15d, "l_discount": 0.08d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-08-01", "l_commitdate": "1992-06-04", "l_receiptdate": "1992-08-07", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": " carefully against the furiously reg" }
+{ "l_orderkey": 1955, "l_partkey": 9, "l_suppkey": 4, "l_linenumber": 4, "l_quantity": 16, "l_extendedprice": 14544.0d, "l_discount": 0.03d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-04-30", "l_commitdate": "1992-06-23", "l_receiptdate": "1992-05-23", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "odolites eat s" }
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+{ "l_orderkey": 1956, "l_partkey": 103, "l_suppkey": 6, "l_linenumber": 2, "l_quantity": 16, "l_extendedprice": 16049.6d, "l_discount": 0.0d, "l_tax": 0.05d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-11-11", "l_commitdate": "1992-11-11", "l_receiptdate": "1992-11-30", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "es cajole blithely. pen" }
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+{ "l_orderkey": 1957, "l_partkey": 79, "l_suppkey": 9, "l_linenumber": 1, "l_quantity": 50, "l_extendedprice": 48953.5d, "l_discount": 0.09d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-08-08", "l_commitdate": "1998-09-28", "l_receiptdate": "1998-08-27", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "gainst the re" }
+{ "l_orderkey": 1957, "l_partkey": 119, "l_suppkey": 3, "l_linenumber": 2, "l_quantity": 31, "l_extendedprice": 31592.41d, "l_discount": 0.1d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-08-13", "l_commitdate": "1998-08-31", "l_receiptdate": "1998-08-16", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "express packages maintain fluffi" }
+{ "l_orderkey": 1958, "l_partkey": 73, "l_suppkey": 2, "l_linenumber": 1, "l_quantity": 9, "l_extendedprice": 8757.63d, "l_discount": 0.01d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-12-08", "l_commitdate": "1995-12-17", "l_receiptdate": "1995-12-18", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "ickly. slyly bold " }
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+{ "l_orderkey": 1958, "l_partkey": 102, "l_suppkey": 3, "l_linenumber": 3, "l_quantity": 4, "l_extendedprice": 4008.4d, "l_discount": 0.04d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-10-24", "l_commitdate": "1995-12-09", "l_receiptdate": "1995-10-28", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "he slyly even dependencies " }
+{ "l_orderkey": 1958, "l_partkey": 83, "l_suppkey": 4, "l_linenumber": 4, "l_quantity": 38, "l_extendedprice": 37357.04d, "l_discount": 0.09d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-10-09", "l_commitdate": "1995-11-26", "l_receiptdate": "1995-11-05", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "yly. slyly regular courts use silentl" }
+{ "l_orderkey": 1958, "l_partkey": 101, "l_suppkey": 8, "l_linenumber": 5, "l_quantity": 31, "l_extendedprice": 31034.1d, "l_discount": 0.08d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-10-31", "l_commitdate": "1995-11-12", "l_receiptdate": "1995-11-07", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "r deposits c" }
+{ "l_orderkey": 1958, "l_partkey": 17, "l_suppkey": 4, "l_linenumber": 6, "l_quantity": 44, "l_extendedprice": 40348.44d, "l_discount": 0.08d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-12-17", "l_commitdate": "1995-11-30", "l_receiptdate": "1996-01-15", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "c theodolites after the unusual deposit" }
+{ "l_orderkey": 1958, "l_partkey": 39, "l_suppkey": 5, "l_linenumber": 7, "l_quantity": 29, "l_extendedprice": 27231.87d, "l_discount": 0.02d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-10-14", "l_commitdate": "1995-11-06", "l_receiptdate": "1995-11-01", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "final requests nag according to the " }
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+{ "l_orderkey": 1959, "l_partkey": 120, "l_suppkey": 7, "l_linenumber": 2, "l_quantity": 15, "l_extendedprice": 15301.8d, "l_discount": 0.08d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-20", "l_commitdate": "1997-02-18", "l_receiptdate": "1997-02-08", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": " quickly sp" }
+{ "l_orderkey": 1984, "l_partkey": 53, "l_suppkey": 5, "l_linenumber": 1, "l_quantity": 45, "l_extendedprice": 42887.25d, "l_discount": 0.03d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-04-09", "l_commitdate": "1998-06-11", "l_receiptdate": "1998-05-01", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "p. quickly final ideas sle" }
+{ "l_orderkey": 1984, "l_partkey": 70, "l_suppkey": 7, "l_linenumber": 2, "l_quantity": 35, "l_extendedprice": 33952.45d, "l_discount": 0.01d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-05-18", "l_commitdate": "1998-05-04", "l_receiptdate": "1998-06-01", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "tes. quickly pending packages haggle boldl" }
+{ "l_orderkey": 1985, "l_partkey": 28, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 33, "l_extendedprice": 30624.66d, "l_discount": 0.1d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-12-04", "l_commitdate": "1994-11-01", "l_receiptdate": "1994-12-05", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "s are express packages. pendin" }
+{ "l_orderkey": 1985, "l_partkey": 21, "l_suppkey": 6, "l_linenumber": 2, "l_quantity": 50, "l_extendedprice": 46051.0d, "l_discount": 0.04d, "l_tax": 0.02d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-09-30", "l_commitdate": "1994-10-18", "l_receiptdate": "1994-10-12", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "ate carefully. carefully" }
+{ "l_orderkey": 1985, "l_partkey": 134, "l_suppkey": 10, "l_linenumber": 3, "l_quantity": 20, "l_extendedprice": 20682.6d, "l_discount": 0.07d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-10-29", "l_commitdate": "1994-11-12", "l_receiptdate": "1994-11-27", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "regular requests. furiously express" }
+{ "l_orderkey": 1985, "l_partkey": 199, "l_suppkey": 10, "l_linenumber": 4, "l_quantity": 30, "l_extendedprice": 32975.7d, "l_discount": 0.05d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-09-06", "l_commitdate": "1994-10-10", "l_receiptdate": "1994-09-26", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "uickly. instr" }
+{ "l_orderkey": 1985, "l_partkey": 124, "l_suppkey": 9, "l_linenumber": 5, "l_quantity": 42, "l_extendedprice": 43013.04d, "l_discount": 0.05d, "l_tax": 0.05d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-10-25", "l_commitdate": "1994-11-03", "l_receiptdate": "1994-11-19", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": " patterns? final requests after the sp" }
+{ "l_orderkey": 1985, "l_partkey": 20, "l_suppkey": 7, "l_linenumber": 6, "l_quantity": 2, "l_extendedprice": 1840.04d, "l_discount": 0.02d, "l_tax": 0.0d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-11-25", "l_commitdate": "1994-10-09", "l_receiptdate": "1994-12-25", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": " silent inst" }
+{ "l_orderkey": 1986, "l_partkey": 92, "l_suppkey": 3, "l_linenumber": 1, "l_quantity": 12, "l_extendedprice": 11905.08d, "l_discount": 0.06d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-08-17", "l_commitdate": "1994-06-28", "l_receiptdate": "1994-09-02", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "sleep furiously fluffily final" }
+{ "l_orderkey": 1986, "l_partkey": 105, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 10, "l_extendedprice": 10051.0d, "l_discount": 0.1d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-05-14", "l_commitdate": "1994-06-21", "l_receiptdate": "1994-06-02", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "yly into the carefully even " }
+{ "l_orderkey": 1986, "l_partkey": 63, "l_suppkey": 2, "l_linenumber": 3, "l_quantity": 14, "l_extendedprice": 13482.84d, "l_discount": 0.04d, "l_tax": 0.02d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-07-14", "l_commitdate": "1994-06-19", "l_receiptdate": "1994-08-08", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "the packages. pending, unusual" }
+{ "l_orderkey": 1987, "l_partkey": 16, "l_suppkey": 6, "l_linenumber": 1, "l_quantity": 7, "l_extendedprice": 6412.07d, "l_discount": 0.03d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-07-30", "l_commitdate": "1994-07-06", "l_receiptdate": "1994-08-29", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": " regular a" }
+{ "l_orderkey": 1988, "l_partkey": 72, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 36, "l_extendedprice": 34994.52d, "l_discount": 0.09d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-01-21", "l_commitdate": "1995-11-24", "l_receiptdate": "1996-01-27", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "gular theodolites. " }
+{ "l_orderkey": 1988, "l_partkey": 199, "l_suppkey": 3, "l_linenumber": 2, "l_quantity": 19, "l_extendedprice": 20884.61d, "l_discount": 0.08d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-02-03", "l_commitdate": "1995-12-10", "l_receiptdate": "1996-02-14", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "lly about the slyly thin instructions. f" }
+{ "l_orderkey": 1988, "l_partkey": 54, "l_suppkey": 6, "l_linenumber": 3, "l_quantity": 8, "l_extendedprice": 7632.4d, "l_discount": 0.06d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-10-20", "l_commitdate": "1995-11-11", "l_receiptdate": "1995-11-18", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "le quickly ac" }
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+{ "l_orderkey": 2273, "l_partkey": 85, "l_suppkey": 6, "l_linenumber": 2, "l_quantity": 35, "l_extendedprice": 34477.8d, "l_discount": 0.0d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-02", "l_commitdate": "1997-01-19", "l_receiptdate": "1997-01-14", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "arefully f" }
+{ "l_orderkey": 2273, "l_partkey": 95, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 8, "l_extendedprice": 7960.72d, "l_discount": 0.0d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-12-15", "l_commitdate": "1997-02-27", "l_receiptdate": "1997-01-10", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "dependencies. slyly ir" }
+{ "l_orderkey": 2273, "l_partkey": 161, "l_suppkey": 6, "l_linenumber": 4, "l_quantity": 20, "l_extendedprice": 21223.2d, "l_discount": 0.06d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-03-05", "l_commitdate": "1997-02-25", "l_receiptdate": "1997-04-01", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "cuses. quickly enticing requests wake " }
+{ "l_orderkey": 2273, "l_partkey": 162, "l_suppkey": 7, "l_linenumber": 5, "l_quantity": 18, "l_extendedprice": 19118.88d, "l_discount": 0.07d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-12-16", "l_commitdate": "1997-01-21", "l_receiptdate": "1997-01-03", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": " beans. doggedly final packages wake" }
+{ "l_orderkey": 2273, "l_partkey": 155, "l_suppkey": 7, "l_linenumber": 6, "l_quantity": 16, "l_extendedprice": 16882.4d, "l_discount": 0.1d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-10", "l_commitdate": "1997-02-03", "l_receiptdate": "1997-02-01", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "furiously above the ironic requests. " }
+{ "l_orderkey": 2273, "l_partkey": 20, "l_suppkey": 1, "l_linenumber": 7, "l_quantity": 7, "l_extendedprice": 6440.14d, "l_discount": 0.05d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-02-19", "l_commitdate": "1997-01-22", "l_receiptdate": "1997-02-21", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "ts. furiou" }
+{ "l_orderkey": 2274, "l_partkey": 12, "l_suppkey": 6, "l_linenumber": 1, "l_quantity": 18, "l_extendedprice": 16416.18d, "l_discount": 0.04d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-09-06", "l_commitdate": "1993-12-03", "l_receiptdate": "1993-09-22", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "usly final re" }
+{ "l_orderkey": 2274, "l_partkey": 111, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 23, "l_extendedprice": 23255.53d, "l_discount": 0.04d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-10-28", "l_commitdate": "1993-11-03", "l_receiptdate": "1993-11-05", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": "kly special warhorse" }
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+{ "l_orderkey": 2275, "l_partkey": 34, "l_suppkey": 5, "l_linenumber": 1, "l_quantity": 30, "l_extendedprice": 28020.9d, "l_discount": 0.08d, "l_tax": 0.05d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-01-10", "l_commitdate": "1992-11-21", "l_receiptdate": "1993-01-22", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "re slyly slyly special idea" }
+{ "l_orderkey": 2275, "l_partkey": 91, "l_suppkey": 4, "l_linenumber": 2, "l_quantity": 11, "l_extendedprice": 10901.99d, "l_discount": 0.08d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-01-16", "l_commitdate": "1992-12-10", "l_receiptdate": "1993-01-25", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "ost across the never express instruction" }
+{ "l_orderkey": 2276, "l_partkey": 119, "l_suppkey": 9, "l_linenumber": 1, "l_quantity": 5, "l_extendedprice": 5095.55d, "l_discount": 0.07d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-05-09", "l_commitdate": "1996-06-18", "l_receiptdate": "1996-05-13", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "ias instea" }
+{ "l_orderkey": 2276, "l_partkey": 135, "l_suppkey": 1, "l_linenumber": 2, "l_quantity": 13, "l_extendedprice": 13456.69d, "l_discount": 0.08d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-07-24", "l_commitdate": "1996-06-18", "l_receiptdate": "1996-08-16", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "arefully ironic foxes cajole q" }
+{ "l_orderkey": 2276, "l_partkey": 171, "l_suppkey": 2, "l_linenumber": 3, "l_quantity": 27, "l_extendedprice": 28921.59d, "l_discount": 0.07d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-07-30", "l_commitdate": "1996-06-10", "l_receiptdate": "1996-07-31", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "the carefully unusual accoun" }
+{ "l_orderkey": 2276, "l_partkey": 109, "l_suppkey": 6, "l_linenumber": 4, "l_quantity": 38, "l_extendedprice": 38345.8d, "l_discount": 0.06d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-07-07", "l_commitdate": "1996-06-28", "l_receiptdate": "1996-07-17", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "ans. pinto beans boost c" }
+{ "l_orderkey": 2276, "l_partkey": 153, "l_suppkey": 5, "l_linenumber": 5, "l_quantity": 50, "l_extendedprice": 52657.5d, "l_discount": 0.03d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-07-13", "l_commitdate": "1996-06-25", "l_receiptdate": "1996-07-22", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": " accounts dete" }
+{ "l_orderkey": 2276, "l_partkey": 6, "l_suppkey": 9, "l_linenumber": 6, "l_quantity": 4, "l_extendedprice": 3624.0d, "l_discount": 0.1d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-07-05", "l_commitdate": "1996-06-30", "l_receiptdate": "1996-08-04", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "s. deposits " }
+{ "l_orderkey": 2277, "l_partkey": 137, "l_suppkey": 8, "l_linenumber": 1, "l_quantity": 38, "l_extendedprice": 39410.94d, "l_discount": 0.03d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1995-04-23", "l_commitdate": "1995-03-25", "l_receiptdate": "1995-05-20", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "fully bold" }
+{ "l_orderkey": 2277, "l_partkey": 8, "l_suppkey": 1, "l_linenumber": 2, "l_quantity": 2, "l_extendedprice": 1816.0d, "l_discount": 0.1d, "l_tax": 0.08d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-02-01", "l_commitdate": "1995-02-04", "l_receiptdate": "1995-03-02", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "endencies sleep idly pending p" }
+{ "l_orderkey": 2277, "l_partkey": 198, "l_suppkey": 10, "l_linenumber": 3, "l_quantity": 4, "l_extendedprice": 4392.76d, "l_discount": 0.05d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1995-04-27", "l_commitdate": "1995-03-16", "l_receiptdate": "1995-04-29", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": ". quickly unusual deposi" }
+{ "l_orderkey": 2277, "l_partkey": 159, "l_suppkey": 4, "l_linenumber": 4, "l_quantity": 31, "l_extendedprice": 32833.65d, "l_discount": 0.02d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1995-03-07", "l_commitdate": "1995-03-19", "l_receiptdate": "1995-03-26", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "ic instructions detect ru" }
+{ "l_orderkey": 2278, "l_partkey": 45, "l_suppkey": 2, "l_linenumber": 1, "l_quantity": 36, "l_extendedprice": 34021.44d, "l_discount": 0.04d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-06-04", "l_commitdate": "1998-06-06", "l_receiptdate": "1998-06-30", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "y ironic pinto beans br" }
+{ "l_orderkey": 2278, "l_partkey": 45, "l_suppkey": 2, "l_linenumber": 2, "l_quantity": 50, "l_extendedprice": 47252.0d, "l_discount": 0.02d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-08-09", "l_commitdate": "1998-07-08", "l_receiptdate": "1998-09-05", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "into beans. blit" }
+{ "l_orderkey": 2278, "l_partkey": 97, "l_suppkey": 9, "l_linenumber": 3, "l_quantity": 22, "l_extendedprice": 21935.98d, "l_discount": 0.03d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-05-15", "l_commitdate": "1998-07-14", "l_receiptdate": "1998-06-04", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "ep regular accounts. blithely even" }
+{ "l_orderkey": 2279, "l_partkey": 14, "l_suppkey": 5, "l_linenumber": 1, "l_quantity": 12, "l_extendedprice": 10968.12d, "l_discount": 0.07d, "l_tax": 0.08d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-05-10", "l_commitdate": "1993-03-25", "l_receiptdate": "1993-06-02", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "lets across the excuses nag quickl" }
+{ "l_orderkey": 2279, "l_partkey": 41, "l_suppkey": 2, "l_linenumber": 2, "l_quantity": 38, "l_extendedprice": 35759.52d, "l_discount": 0.08d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-06-09", "l_commitdate": "1993-04-06", "l_receiptdate": "1993-06-26", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "s above the furiously express dep" }
+{ "l_orderkey": 2279, "l_partkey": 4, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 3, "l_extendedprice": 2712.0d, "l_discount": 0.09d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-05-31", "l_commitdate": "1993-05-07", "l_receiptdate": "1993-06-05", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "ing foxes above the even accounts use slyly" }
+{ "l_orderkey": 2279, "l_partkey": 52, "l_suppkey": 4, "l_linenumber": 4, "l_quantity": 42, "l_extendedprice": 39986.1d, "l_discount": 0.02d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-02-28", "l_commitdate": "1993-04-25", "l_receiptdate": "1993-03-02", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": " above the furiously ironic deposits. " }
+{ "l_orderkey": 2279, "l_partkey": 169, "l_suppkey": 8, "l_linenumber": 5, "l_quantity": 9, "l_extendedprice": 9622.44d, "l_discount": 0.05d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-05-21", "l_commitdate": "1993-03-29", "l_receiptdate": "1993-06-17", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "ns cajole after the final platelets. s" }
+{ "l_orderkey": 2279, "l_partkey": 147, "l_suppkey": 10, "l_linenumber": 6, "l_quantity": 12, "l_extendedprice": 12565.68d, "l_discount": 0.02d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-05-04", "l_commitdate": "1993-04-26", "l_receiptdate": "1993-05-28", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "ccounts. slyl" }
+{ "l_orderkey": 2279, "l_partkey": 119, "l_suppkey": 9, "l_linenumber": 7, "l_quantity": 32, "l_extendedprice": 32611.52d, "l_discount": 0.05d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-04-20", "l_commitdate": "1993-05-22", "l_receiptdate": "1993-05-18", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "re quickly. furiously ironic ide" }
+{ "l_orderkey": 2304, "l_partkey": 200, "l_suppkey": 2, "l_linenumber": 1, "l_quantity": 42, "l_extendedprice": 46208.4d, "l_discount": 0.0d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-01-20", "l_commitdate": "1994-03-04", "l_receiptdate": "1994-02-05", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "quests are blithely alongside of" }
+{ "l_orderkey": 2304, "l_partkey": 19, "l_suppkey": 9, "l_linenumber": 2, "l_quantity": 48, "l_extendedprice": 44112.48d, "l_discount": 0.0d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-02-12", "l_commitdate": "1994-02-16", "l_receiptdate": "1994-03-10", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": " deposits cajole blithely e" }
+{ "l_orderkey": 2304, "l_partkey": 48, "l_suppkey": 9, "l_linenumber": 3, "l_quantity": 3, "l_extendedprice": 2844.12d, "l_discount": 0.0d, "l_tax": 0.05d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-03-19", "l_commitdate": "1994-03-04", "l_receiptdate": "1994-03-20", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "l excuses after the ev" }
+{ "l_orderkey": 2305, "l_partkey": 174, "l_suppkey": 4, "l_linenumber": 1, "l_quantity": 3, "l_extendedprice": 3222.51d, "l_discount": 0.0d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-03-24", "l_commitdate": "1993-04-05", "l_receiptdate": "1993-03-29", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "kages haggle quickly across the blithely " }
+{ "l_orderkey": 2305, "l_partkey": 60, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 39, "l_extendedprice": 37442.34d, "l_discount": 0.07d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-04-16", "l_commitdate": "1993-04-17", "l_receiptdate": "1993-04-22", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "ms after the foxes " }
+{ "l_orderkey": 2305, "l_partkey": 102, "l_suppkey": 3, "l_linenumber": 3, "l_quantity": 32, "l_extendedprice": 32067.2d, "l_discount": 0.03d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-04-02", "l_commitdate": "1993-03-18", "l_receiptdate": "1993-04-03", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": " haggle caref" }
+{ "l_orderkey": 2305, "l_partkey": 112, "l_suppkey": 3, "l_linenumber": 4, "l_quantity": 17, "l_extendedprice": 17205.87d, "l_discount": 0.0d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-02-21", "l_commitdate": "1993-03-30", "l_receiptdate": "1993-03-19", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": " carefully alongside of " }
+{ "l_orderkey": 2305, "l_partkey": 155, "l_suppkey": 7, "l_linenumber": 5, "l_quantity": 26, "l_extendedprice": 27433.9d, "l_discount": 0.06d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-05-14", "l_commitdate": "1993-02-28", "l_receiptdate": "1993-06-04", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "arefully final theodo" }
+{ "l_orderkey": 2305, "l_partkey": 51, "l_suppkey": 3, "l_linenumber": 6, "l_quantity": 7, "l_extendedprice": 6657.35d, "l_discount": 0.06d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-05-15", "l_commitdate": "1993-04-25", "l_receiptdate": "1993-06-09", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "gular deposits boost about the foxe" }
+{ "l_orderkey": 2306, "l_partkey": 196, "l_suppkey": 9, "l_linenumber": 1, "l_quantity": 50, "l_extendedprice": 54809.5d, "l_discount": 0.09d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-07-27", "l_commitdate": "1995-09-26", "l_receiptdate": "1995-08-06", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "y quickly " }
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+{ "l_orderkey": 2406, "l_partkey": 59, "l_suppkey": 4, "l_linenumber": 6, "l_quantity": 22, "l_extendedprice": 21099.1d, "l_discount": 0.05d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-11-22", "l_commitdate": "1997-01-17", "l_receiptdate": "1996-12-15", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "hely even foxes unwind furiously aga" }
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+{ "l_orderkey": 2432, "l_partkey": 13, "l_suppkey": 4, "l_linenumber": 4, "l_quantity": 14, "l_extendedprice": 12782.14d, "l_discount": 0.0d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-08-18", "l_commitdate": "1996-09-04", "l_receiptdate": "1996-08-27", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "riously regular packages. p" }
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+{ "l_orderkey": 2433, "l_partkey": 157, "l_suppkey": 2, "l_linenumber": 3, "l_quantity": 38, "l_extendedprice": 40171.7d, "l_discount": 0.08d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-10-15", "l_commitdate": "1994-10-23", "l_receiptdate": "1994-11-06", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": ". slyly regular requests sle" }
+{ "l_orderkey": 2433, "l_partkey": 121, "l_suppkey": 6, "l_linenumber": 4, "l_quantity": 43, "l_extendedprice": 43908.16d, "l_discount": 0.01d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-10-16", "l_commitdate": "1994-10-23", "l_receiptdate": "1994-11-08", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "ular requests. slyly even pa" }
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+{ "l_orderkey": 2531, "l_partkey": 157, "l_suppkey": 2, "l_linenumber": 2, "l_quantity": 3, "l_extendedprice": 3171.45d, "l_discount": 0.07d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-07-20", "l_commitdate": "1996-06-20", "l_receiptdate": "1996-08-10", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": "he quickly ev" }
+{ "l_orderkey": 2531, "l_partkey": 86, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 20, "l_extendedprice": 19721.6d, "l_discount": 0.06d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-07-18", "l_commitdate": "1996-06-25", "l_receiptdate": "1996-07-29", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "into beans. furious" }
+{ "l_orderkey": 2531, "l_partkey": 191, "l_suppkey": 5, "l_linenumber": 4, "l_quantity": 36, "l_extendedprice": 39282.84d, "l_discount": 0.08d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-06-11", "l_commitdate": "1996-07-26", "l_receiptdate": "1996-06-27", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": "y ironic, bold packages. blithely e" }
+{ "l_orderkey": 2531, "l_partkey": 56, "l_suppkey": 4, "l_linenumber": 5, "l_quantity": 28, "l_extendedprice": 26769.4d, "l_discount": 0.03d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-07-06", "l_commitdate": "1996-07-31", "l_receiptdate": "1996-07-19", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "its. busily" }
+{ "l_orderkey": 2531, "l_partkey": 145, "l_suppkey": 4, "l_linenumber": 6, "l_quantity": 46, "l_extendedprice": 48076.44d, "l_discount": 0.1d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-07-03", "l_commitdate": "1996-06-27", "l_receiptdate": "1996-07-12", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "e final, bold pains. ir" }
+{ "l_orderkey": 2532, "l_partkey": 53, "l_suppkey": 4, "l_linenumber": 1, "l_quantity": 3, "l_extendedprice": 2859.15d, "l_discount": 0.06d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-12-14", "l_commitdate": "1995-11-28", "l_receiptdate": "1995-12-15", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "unusual sentiments. even pinto" }
+{ "l_orderkey": 2532, "l_partkey": 160, "l_suppkey": 2, "l_linenumber": 2, "l_quantity": 33, "l_extendedprice": 34985.28d, "l_discount": 0.06d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-11-23", "l_commitdate": "1996-01-04", "l_receiptdate": "1995-12-16", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "rve carefully slyly ironic accounts! fluf" }
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+{ "l_orderkey": 2532, "l_partkey": 78, "l_suppkey": 8, "l_linenumber": 4, "l_quantity": 50, "l_extendedprice": 48903.5d, "l_discount": 0.02d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-11-13", "l_commitdate": "1996-01-01", "l_receiptdate": "1995-11-26", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "yly after the fluffily regul" }
+{ "l_orderkey": 2532, "l_partkey": 114, "l_suppkey": 1, "l_linenumber": 5, "l_quantity": 9, "l_extendedprice": 9126.99d, "l_discount": 0.09d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-11-30", "l_commitdate": "1995-11-23", "l_receiptdate": "1995-12-12", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "cial ideas haggle slyly pending request" }
+{ "l_orderkey": 2532, "l_partkey": 150, "l_suppkey": 1, "l_linenumber": 6, "l_quantity": 20, "l_extendedprice": 21003.0d, "l_discount": 0.09d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-12-02", "l_commitdate": "1995-11-26", "l_receiptdate": "1995-12-08", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "er the slyly pending" }
+{ "l_orderkey": 2533, "l_partkey": 54, "l_suppkey": 9, "l_linenumber": 1, "l_quantity": 36, "l_extendedprice": 34345.8d, "l_discount": 0.06d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-06-10", "l_commitdate": "1997-04-28", "l_receiptdate": "1997-07-01", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "ss requests sleep neve" }
+{ "l_orderkey": 2533, "l_partkey": 198, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 5, "l_extendedprice": 5490.95d, "l_discount": 0.1d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-05-26", "l_commitdate": "1997-06-02", "l_receiptdate": "1997-06-24", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "ccounts. ironic, special accounts boo" }
+{ "l_orderkey": 2533, "l_partkey": 183, "l_suppkey": 4, "l_linenumber": 3, "l_quantity": 37, "l_extendedprice": 40077.66d, "l_discount": 0.0d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-05-10", "l_commitdate": "1997-04-26", "l_receiptdate": "1997-05-28", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": " haggle carefully " }
+{ "l_orderkey": 2533, "l_partkey": 30, "l_suppkey": 5, "l_linenumber": 4, "l_quantity": 17, "l_extendedprice": 15810.51d, "l_discount": 0.06d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-05-23", "l_commitdate": "1997-05-10", "l_receiptdate": "1997-06-18", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "ackages. blith" }
+{ "l_orderkey": 2533, "l_partkey": 126, "l_suppkey": 1, "l_linenumber": 5, "l_quantity": 38, "l_extendedprice": 38992.56d, "l_discount": 0.09d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-05-10", "l_commitdate": "1997-06-02", "l_receiptdate": "1997-05-28", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "of the regular accounts. even packages caj" }
+{ "l_orderkey": 2533, "l_partkey": 184, "l_suppkey": 5, "l_linenumber": 6, "l_quantity": 20, "l_extendedprice": 21683.6d, "l_discount": 0.05d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-07-04", "l_commitdate": "1997-04-30", "l_receiptdate": "1997-07-05", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "thless excuses are b" }
+{ "l_orderkey": 2533, "l_partkey": 94, "l_suppkey": 7, "l_linenumber": 7, "l_quantity": 14, "l_extendedprice": 13917.26d, "l_discount": 0.06d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-07-06", "l_commitdate": "1997-05-08", "l_receiptdate": "1997-08-03", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "ut the pending, special depos" }
+{ "l_orderkey": 2534, "l_partkey": 139, "l_suppkey": 5, "l_linenumber": 1, "l_quantity": 29, "l_extendedprice": 30134.77d, "l_discount": 0.07d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-08-09", "l_commitdate": "1996-09-29", "l_receiptdate": "1996-08-11", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "ugouts haggle slyly. final" }
+{ "l_orderkey": 2534, "l_partkey": 27, "l_suppkey": 6, "l_linenumber": 2, "l_quantity": 49, "l_extendedprice": 45423.98d, "l_discount": 0.08d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-09-01", "l_commitdate": "1996-08-20", "l_receiptdate": "1996-09-06", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "sometimes regular requests. blithely unus" }
+{ "l_orderkey": 2534, "l_partkey": 1, "l_suppkey": 4, "l_linenumber": 3, "l_quantity": 50, "l_extendedprice": 45050.0d, "l_discount": 0.1d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-09-25", "l_commitdate": "1996-10-07", "l_receiptdate": "1996-10-09", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "ideas. deposits use. slyly regular pa" }
+{ "l_orderkey": 2534, "l_partkey": 75, "l_suppkey": 3, "l_linenumber": 4, "l_quantity": 43, "l_extendedprice": 41928.01d, "l_discount": 0.09d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-10-25", "l_commitdate": "1996-09-30", "l_receiptdate": "1996-11-05", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "ngly final depos" }
+{ "l_orderkey": 2534, "l_partkey": 165, "l_suppkey": 2, "l_linenumber": 5, "l_quantity": 14, "l_extendedprice": 14912.24d, "l_discount": 0.05d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-08-12", "l_commitdate": "1996-09-26", "l_receiptdate": "1996-08-28", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "eposits doze quickly final" }
+{ "l_orderkey": 2534, "l_partkey": 116, "l_suppkey": 10, "l_linenumber": 6, "l_quantity": 12, "l_extendedprice": 12193.32d, "l_discount": 0.02d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-07-29", "l_commitdate": "1996-10-12", "l_receiptdate": "1996-08-14", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "sual depos" }
+{ "l_orderkey": 2534, "l_partkey": 173, "l_suppkey": 3, "l_linenumber": 7, "l_quantity": 17, "l_extendedprice": 18243.89d, "l_discount": 0.02d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-07-22", "l_commitdate": "1996-09-15", "l_receiptdate": "1996-08-03", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "riously regular " }
+{ "l_orderkey": 2535, "l_partkey": 199, "l_suppkey": 2, "l_linenumber": 1, "l_quantity": 5, "l_extendedprice": 5495.95d, "l_discount": 0.06d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-09-07", "l_commitdate": "1993-07-25", "l_receiptdate": "1993-09-29", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": ", unusual reque" }
+{ "l_orderkey": 2535, "l_partkey": 39, "l_suppkey": 5, "l_linenumber": 2, "l_quantity": 12, "l_extendedprice": 11268.36d, "l_discount": 0.08d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-07-17", "l_commitdate": "1993-08-17", "l_receiptdate": "1993-07-31", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "uses sleep among the packages. excuses " }
+{ "l_orderkey": 2535, "l_partkey": 54, "l_suppkey": 5, "l_linenumber": 3, "l_quantity": 5, "l_extendedprice": 4770.25d, "l_discount": 0.09d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-07-28", "l_commitdate": "1993-08-14", "l_receiptdate": "1993-08-11", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": " across the express requests. silent, eve" }
+{ "l_orderkey": 2535, "l_partkey": 160, "l_suppkey": 5, "l_linenumber": 4, "l_quantity": 19, "l_extendedprice": 20143.04d, "l_discount": 0.01d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-06-01", "l_commitdate": "1993-08-01", "l_receiptdate": "1993-06-19", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "ructions. final requests" }
+{ "l_orderkey": 2535, "l_partkey": 174, "l_suppkey": 3, "l_linenumber": 5, "l_quantity": 25, "l_extendedprice": 26854.25d, "l_discount": 0.07d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-07-19", "l_commitdate": "1993-08-07", "l_receiptdate": "1993-07-27", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "ions believe ab" }
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+{ "l_orderkey": 2560, "l_partkey": 4, "l_suppkey": 9, "l_linenumber": 2, "l_quantity": 27, "l_extendedprice": 24408.0d, "l_discount": 0.0d, "l_tax": 0.01d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-12-03", "l_commitdate": "1992-11-16", "l_receiptdate": "1992-12-30", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": " against the carefully" }
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+{ "l_orderkey": 2560, "l_partkey": 72, "l_suppkey": 1, "l_linenumber": 4, "l_quantity": 36, "l_extendedprice": 34994.52d, "l_discount": 0.01d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-10-18", "l_commitdate": "1992-10-30", "l_receiptdate": "1992-11-05", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "accounts alongside of the excuses are " }
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+{ "l_orderkey": 2561, "l_partkey": 98, "l_suppkey": 1, "l_linenumber": 2, "l_quantity": 5, "l_extendedprice": 4990.45d, "l_discount": 0.07d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-12-27", "l_commitdate": "1998-01-23", "l_receiptdate": "1998-01-13", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "p ironic, regular pinto beans." }
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+{ "l_orderkey": 2561, "l_partkey": 108, "l_suppkey": 9, "l_linenumber": 4, "l_quantity": 39, "l_extendedprice": 39315.9d, "l_discount": 0.08d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-01-20", "l_commitdate": "1997-12-16", "l_receiptdate": "1998-02-05", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "equests are furiously against the" }
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+{ "l_orderkey": 2561, "l_partkey": 51, "l_suppkey": 6, "l_linenumber": 6, "l_quantity": 14, "l_extendedprice": 13314.7d, "l_discount": 0.02d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-03-07", "l_commitdate": "1998-02-04", "l_receiptdate": "1998-03-21", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "ep unusual, ironic accounts" }
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+{ "l_orderkey": 2562, "l_partkey": 160, "l_suppkey": 8, "l_linenumber": 5, "l_quantity": 29, "l_extendedprice": 30744.64d, "l_discount": 0.05d, "l_tax": 0.08d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-11-01", "l_commitdate": "1992-09-29", "l_receiptdate": "1992-11-13", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "eep against the furiously r" }
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+{ "l_orderkey": 2563, "l_partkey": 167, "l_suppkey": 4, "l_linenumber": 2, "l_quantity": 28, "l_extendedprice": 29880.48d, "l_discount": 0.04d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-03-17", "l_commitdate": "1994-02-04", "l_receiptdate": "1994-04-13", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "hely regular depe" }
+{ "l_orderkey": 2563, "l_partkey": 119, "l_suppkey": 9, "l_linenumber": 3, "l_quantity": 39, "l_extendedprice": 39745.29d, "l_discount": 0.07d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-02-10", "l_commitdate": "1993-12-31", "l_receiptdate": "1994-02-19", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "lent requests should integrate; carefully e" }
+{ "l_orderkey": 2563, "l_partkey": 90, "l_suppkey": 1, "l_linenumber": 4, "l_quantity": 50, "l_extendedprice": 49504.5d, "l_discount": 0.01d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-01-26", "l_commitdate": "1994-01-03", "l_receiptdate": "1994-02-09", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "ly regular, regular excuses. bold plate" }
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+{ "l_orderkey": 2563, "l_partkey": 121, "l_suppkey": 2, "l_linenumber": 6, "l_quantity": 5, "l_extendedprice": 5105.6d, "l_discount": 0.1d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-12-27", "l_commitdate": "1993-12-19", "l_receiptdate": "1994-01-02", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": " the quickly final theodolite" }
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+{ "l_orderkey": 2565, "l_partkey": 115, "l_suppkey": 5, "l_linenumber": 3, "l_quantity": 34, "l_extendedprice": 34513.74d, "l_discount": 0.06d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-03-19", "l_commitdate": "1998-04-12", "l_receiptdate": "1998-04-17", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "nstructions was carefu" }
+{ "l_orderkey": 2565, "l_partkey": 17, "l_suppkey": 7, "l_linenumber": 4, "l_quantity": 25, "l_extendedprice": 22925.25d, "l_discount": 0.1d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-06-27", "l_commitdate": "1998-05-20", "l_receiptdate": "1998-07-13", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": ", express accounts. final id" }
+{ "l_orderkey": 2565, "l_partkey": 76, "l_suppkey": 7, "l_linenumber": 5, "l_quantity": 26, "l_extendedprice": 25377.82d, "l_discount": 0.08d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-03-05", "l_commitdate": "1998-04-11", "l_receiptdate": "1998-03-11", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "ites wake. ironic acco" }
+{ "l_orderkey": 2565, "l_partkey": 141, "l_suppkey": 4, "l_linenumber": 6, "l_quantity": 48, "l_extendedprice": 49974.72d, "l_discount": 0.08d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-06-18", "l_commitdate": "1998-05-06", "l_receiptdate": "1998-07-13", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "r instructions sleep qui" }
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+{ "l_orderkey": 2566, "l_partkey": 42, "l_suppkey": 9, "l_linenumber": 4, "l_quantity": 3, "l_extendedprice": 2826.12d, "l_discount": 0.05d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-11-04", "l_commitdate": "1992-12-30", "l_receiptdate": "1992-12-04", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "ckages are ironic Tiresias. furious" }
+{ "l_orderkey": 2566, "l_partkey": 22, "l_suppkey": 3, "l_linenumber": 5, "l_quantity": 9, "l_extendedprice": 8298.18d, "l_discount": 0.04d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-12-14", "l_commitdate": "1992-12-28", "l_receiptdate": "1992-12-16", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "blithely bold accounts? quickl" }
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+{ "l_orderkey": 2567, "l_partkey": 52, "l_suppkey": 10, "l_linenumber": 3, "l_quantity": 6, "l_extendedprice": 5712.3d, "l_discount": 0.03d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-04-21", "l_commitdate": "1998-04-14", "l_receiptdate": "1998-05-11", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "s cajole regular, final acco" }
+{ "l_orderkey": 2567, "l_partkey": 158, "l_suppkey": 6, "l_linenumber": 4, "l_quantity": 50, "l_extendedprice": 52907.5d, "l_discount": 0.05d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-03-27", "l_commitdate": "1998-05-25", "l_receiptdate": "1998-04-23", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "pinto beans? r" }
+{ "l_orderkey": 2567, "l_partkey": 81, "l_suppkey": 2, "l_linenumber": 5, "l_quantity": 46, "l_extendedprice": 45129.68d, "l_discount": 0.07d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-06-02", "l_commitdate": "1998-04-30", "l_receiptdate": "1998-06-13", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "efully pending epitaphs. carefully reg" }
+{ "l_orderkey": 2567, "l_partkey": 100, "l_suppkey": 3, "l_linenumber": 6, "l_quantity": 32, "l_extendedprice": 32003.2d, "l_discount": 0.01d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-05-24", "l_commitdate": "1998-04-30", "l_receiptdate": "1998-06-14", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": " the even, iro" }
+{ "l_orderkey": 2567, "l_partkey": 135, "l_suppkey": 6, "l_linenumber": 7, "l_quantity": 43, "l_extendedprice": 44510.59d, "l_discount": 0.06d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-05-11", "l_commitdate": "1998-04-15", "l_receiptdate": "1998-05-29", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "requests. final courts cajole " }
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+{ "l_orderkey": 3205, "l_partkey": 103, "l_suppkey": 6, "l_linenumber": 3, "l_quantity": 38, "l_extendedprice": 38117.8d, "l_discount": 0.1d, "l_tax": 0.08d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-07-31", "l_commitdate": "1992-06-03", "l_receiptdate": "1992-08-20", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "usly quiet accounts. slyly pending pinto " }
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+{ "l_orderkey": 3205, "l_partkey": 195, "l_suppkey": 8, "l_linenumber": 6, "l_quantity": 19, "l_extendedprice": 20808.61d, "l_discount": 0.07d, "l_tax": 0.08d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-05-28", "l_commitdate": "1992-05-30", "l_receiptdate": "1992-06-05", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "yly pending packages snooz" }
+{ "l_orderkey": 3205, "l_partkey": 69, "l_suppkey": 8, "l_linenumber": 7, "l_quantity": 36, "l_extendedprice": 34886.16d, "l_discount": 0.06d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-05-31", "l_commitdate": "1992-06-19", "l_receiptdate": "1992-06-03", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "s. ironic platelets above the s" }
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+{ "l_orderkey": 3206, "l_partkey": 111, "l_suppkey": 5, "l_linenumber": 2, "l_quantity": 37, "l_extendedprice": 37411.07d, "l_discount": 0.07d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-09-06", "l_commitdate": "1996-10-31", "l_receiptdate": "1996-09-25", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": " quick theodolites hagg" }
+{ "l_orderkey": 3206, "l_partkey": 186, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 24, "l_extendedprice": 26068.32d, "l_discount": 0.0d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-08-25", "l_commitdate": "1996-10-01", "l_receiptdate": "1996-09-04", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "encies sleep deposits--" }
+{ "l_orderkey": 3207, "l_partkey": 113, "l_suppkey": 3, "l_linenumber": 1, "l_quantity": 2, "l_extendedprice": 2026.22d, "l_discount": 0.1d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-06-15", "l_commitdate": "1998-04-20", "l_receiptdate": "1998-06-21", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "among the ironic, even packages " }
+{ "l_orderkey": 3207, "l_partkey": 71, "l_suppkey": 9, "l_linenumber": 2, "l_quantity": 42, "l_extendedprice": 40784.94d, "l_discount": 0.0d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-05-02", "l_commitdate": "1998-05-10", "l_receiptdate": "1998-06-01", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "to the quickly special accounts? ironically" }
+{ "l_orderkey": 3207, "l_partkey": 152, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 17, "l_extendedprice": 17886.55d, "l_discount": 0.03d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-03-27", "l_commitdate": "1998-04-06", "l_receiptdate": "1998-03-28", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "eep against the instructions. gifts hag" }
+{ "l_orderkey": 3207, "l_partkey": 19, "l_suppkey": 6, "l_linenumber": 4, "l_quantity": 32, "l_extendedprice": 29408.32d, "l_discount": 0.0d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-06-17", "l_commitdate": "1998-04-26", "l_receiptdate": "1998-07-07", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "y across the slyly express foxes. bl" }
+{ "l_orderkey": 3207, "l_partkey": 83, "l_suppkey": 4, "l_linenumber": 5, "l_quantity": 8, "l_extendedprice": 7864.64d, "l_discount": 0.0d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-06-13", "l_commitdate": "1998-04-26", "l_receiptdate": "1998-07-11", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "y. final pint" }
+{ "l_orderkey": 3207, "l_partkey": 134, "l_suppkey": 5, "l_linenumber": 6, "l_quantity": 32, "l_extendedprice": 33092.16d, "l_discount": 0.03d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-04-19", "l_commitdate": "1998-05-01", "l_receiptdate": "1998-05-08", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "l deposits wake beyond the carefully" }
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+{ "l_orderkey": 3232, "l_partkey": 135, "l_suppkey": 1, "l_linenumber": 2, "l_quantity": 34, "l_extendedprice": 35194.42d, "l_discount": 0.07d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-01-09", "l_commitdate": "1992-11-14", "l_receiptdate": "1993-02-03", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "old packages integrate quickly " }
+{ "l_orderkey": 3232, "l_partkey": 181, "l_suppkey": 2, "l_linenumber": 3, "l_quantity": 3, "l_extendedprice": 3243.54d, "l_discount": 0.04d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-12-14", "l_commitdate": "1992-12-11", "l_receiptdate": "1992-12-29", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "ily blithely ironic acco" }
+{ "l_orderkey": 3233, "l_partkey": 51, "l_suppkey": 2, "l_linenumber": 1, "l_quantity": 23, "l_extendedprice": 21874.15d, "l_discount": 0.04d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-12-07", "l_commitdate": "1995-01-11", "l_receiptdate": "1994-12-26", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "pending instructions use after the carefu" }
+{ "l_orderkey": 3233, "l_partkey": 154, "l_suppkey": 6, "l_linenumber": 2, "l_quantity": 6, "l_extendedprice": 6324.9d, "l_discount": 0.02d, "l_tax": 0.08d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-12-06", "l_commitdate": "1994-12-05", "l_receiptdate": "1994-12-07", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "requests are quickly above the slyly p" }
+{ "l_orderkey": 3233, "l_partkey": 100, "l_suppkey": 4, "l_linenumber": 3, "l_quantity": 2, "l_extendedprice": 2000.2d, "l_discount": 0.04d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1995-01-03", "l_commitdate": "1995-01-02", "l_receiptdate": "1995-01-21", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": " across the bold packages" }
+{ "l_orderkey": 3233, "l_partkey": 9, "l_suppkey": 2, "l_linenumber": 4, "l_quantity": 25, "l_extendedprice": 22725.0d, "l_discount": 0.04d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-11-24", "l_commitdate": "1995-01-07", "l_receiptdate": "1994-12-11", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "oss the pl" }
+{ "l_orderkey": 3234, "l_partkey": 79, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 45, "l_extendedprice": 44058.15d, "l_discount": 0.01d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-05-15", "l_commitdate": "1996-05-09", "l_receiptdate": "1996-06-02", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": " express packages are carefully. f" }
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+{ "l_orderkey": 3234, "l_partkey": 75, "l_suppkey": 4, "l_linenumber": 3, "l_quantity": 16, "l_extendedprice": 15601.12d, "l_discount": 0.06d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-06-10", "l_commitdate": "1996-05-30", "l_receiptdate": "1996-06-18", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "ithely ironic accounts wake along t" }
+{ "l_orderkey": 3234, "l_partkey": 122, "l_suppkey": 1, "l_linenumber": 4, "l_quantity": 50, "l_extendedprice": 51106.0d, "l_discount": 0.09d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-06-11", "l_commitdate": "1996-05-19", "l_receiptdate": "1996-06-18", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": "ly regular ideas according to the regula" }
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+{ "l_orderkey": 3235, "l_partkey": 95, "l_suppkey": 6, "l_linenumber": 2, "l_quantity": 43, "l_extendedprice": 42788.87d, "l_discount": 0.1d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-12-25", "l_commitdate": "1996-01-23", "l_receiptdate": "1996-01-09", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "ckly final instru" }
+{ "l_orderkey": 3235, "l_partkey": 138, "l_suppkey": 9, "l_linenumber": 3, "l_quantity": 29, "l_extendedprice": 30105.77d, "l_discount": 0.06d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-01-28", "l_commitdate": "1995-12-26", "l_receiptdate": "1996-02-12", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "e fluffy pinto bea" }
+{ "l_orderkey": 3235, "l_partkey": 178, "l_suppkey": 9, "l_linenumber": 4, "l_quantity": 23, "l_extendedprice": 24797.91d, "l_discount": 0.0d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-02-16", "l_commitdate": "1996-01-05", "l_receiptdate": "1996-03-07", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "ldly ironic pinto beans" }
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+{ "l_orderkey": 3237, "l_partkey": 11, "l_suppkey": 5, "l_linenumber": 1, "l_quantity": 11, "l_extendedprice": 10021.11d, "l_discount": 0.02d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-08-03", "l_commitdate": "1992-07-31", "l_receiptdate": "1992-08-13", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "es. permanently express platelets besid" }
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+{ "l_orderkey": 3238, "l_partkey": 81, "l_suppkey": 2, "l_linenumber": 3, "l_quantity": 1, "l_extendedprice": 981.08d, "l_discount": 0.0d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-05-17", "l_commitdate": "1993-04-18", "l_receiptdate": "1993-05-27", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "wake alongs" }
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+{ "l_orderkey": 3239, "l_partkey": 13, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 13, "l_extendedprice": 11869.13d, "l_discount": 0.01d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-02-10", "l_commitdate": "1998-02-19", "l_receiptdate": "1998-02-25", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "r deposits solve fluf" }
+{ "l_orderkey": 3239, "l_partkey": 195, "l_suppkey": 6, "l_linenumber": 4, "l_quantity": 26, "l_extendedprice": 28474.94d, "l_discount": 0.03d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-01-21", "l_commitdate": "1998-03-21", "l_receiptdate": "1998-02-08", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "ngly pending platelets are fluff" }
+{ "l_orderkey": 3239, "l_partkey": 12, "l_suppkey": 9, "l_linenumber": 5, "l_quantity": 31, "l_extendedprice": 28272.31d, "l_discount": 0.1d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-04-14", "l_commitdate": "1998-03-24", "l_receiptdate": "1998-04-17", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "foxes. pendin" }
+{ "l_orderkey": 3264, "l_partkey": 200, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 39, "l_extendedprice": 42907.8d, "l_discount": 0.06d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-11-07", "l_commitdate": "1996-12-12", "l_receiptdate": "1996-11-20", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "sleep carefully after the slyly final" }
+{ "l_orderkey": 3264, "l_partkey": 131, "l_suppkey": 2, "l_linenumber": 2, "l_quantity": 34, "l_extendedprice": 35058.42d, "l_discount": 0.0d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-03", "l_commitdate": "1997-01-06", "l_receiptdate": "1997-01-29", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "rns haggle carefully. blit" }
+{ "l_orderkey": 3264, "l_partkey": 125, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 11, "l_extendedprice": 11276.32d, "l_discount": 0.09d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-12-11", "l_commitdate": "1996-12-19", "l_receiptdate": "1996-12-15", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "regular packages" }
+{ "l_orderkey": 3264, "l_partkey": 109, "l_suppkey": 10, "l_linenumber": 4, "l_quantity": 24, "l_extendedprice": 24218.4d, "l_discount": 0.09d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-07", "l_commitdate": "1996-12-13", "l_receiptdate": "1997-01-11", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "ctions. quick" }
+{ "l_orderkey": 3264, "l_partkey": 63, "l_suppkey": 4, "l_linenumber": 5, "l_quantity": 6, "l_extendedprice": 5778.36d, "l_discount": 0.04d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-11-10", "l_commitdate": "1996-12-05", "l_receiptdate": "1996-11-22", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "press packages. ironical" }
+{ "l_orderkey": 3264, "l_partkey": 141, "l_suppkey": 2, "l_linenumber": 6, "l_quantity": 43, "l_extendedprice": 44769.02d, "l_discount": 0.06d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-17", "l_commitdate": "1997-01-24", "l_receiptdate": "1997-02-01", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "leep at the blithely bold" }
+{ "l_orderkey": 3265, "l_partkey": 25, "l_suppkey": 4, "l_linenumber": 1, "l_quantity": 8, "l_extendedprice": 7400.16d, "l_discount": 0.06d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-09-01", "l_commitdate": "1992-09-12", "l_receiptdate": "1992-09-27", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "thely ironic requests sleep slyly-- i" }
+{ "l_orderkey": 3265, "l_partkey": 72, "l_suppkey": 2, "l_linenumber": 2, "l_quantity": 7, "l_extendedprice": 6804.49d, "l_discount": 0.09d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-09-16", "l_commitdate": "1992-09-04", "l_receiptdate": "1992-10-14", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "he forges. fluffily regular asym" }
+{ "l_orderkey": 3265, "l_partkey": 191, "l_suppkey": 4, "l_linenumber": 3, "l_quantity": 28, "l_extendedprice": 30553.32d, "l_discount": 0.09d, "l_tax": 0.08d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-10-22", "l_commitdate": "1992-08-23", "l_receiptdate": "1992-10-25", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "n requests. quickly final dinos" }
+{ "l_orderkey": 3266, "l_partkey": 64, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 31, "l_extendedprice": 29885.86d, "l_discount": 0.09d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-06-19", "l_commitdate": "1995-05-04", "l_receiptdate": "1995-07-06", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "grate among the quickly express deposits" }
+{ "l_orderkey": 3266, "l_partkey": 38, "l_suppkey": 4, "l_linenumber": 2, "l_quantity": 43, "l_extendedprice": 40335.29d, "l_discount": 0.06d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1995-05-04", "l_commitdate": "1995-05-30", "l_receiptdate": "1995-05-11", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "ular asymptotes use careful" }
+{ "l_orderkey": 3267, "l_partkey": 185, "l_suppkey": 6, "l_linenumber": 1, "l_quantity": 33, "l_extendedprice": 35810.94d, "l_discount": 0.06d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-03-30", "l_commitdate": "1997-03-25", "l_receiptdate": "1997-04-23", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "es boost. " }
+{ "l_orderkey": 3268, "l_partkey": 96, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 1, "l_extendedprice": 996.09d, "l_discount": 0.06d, "l_tax": 0.08d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-09-12", "l_commitdate": "1994-08-31", "l_receiptdate": "1994-09-16", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": ". ironic, bold requests use carefull" }
+{ "l_orderkey": 3268, "l_partkey": 42, "l_suppkey": 9, "l_linenumber": 2, "l_quantity": 40, "l_extendedprice": 37681.6d, "l_discount": 0.08d, "l_tax": 0.01d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-06-30", "l_commitdate": "1994-08-22", "l_receiptdate": "1994-07-25", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "ly. bold, eve" }
+{ "l_orderkey": 3269, "l_partkey": 161, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 40, "l_extendedprice": 42446.4d, "l_discount": 0.02d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-06-11", "l_commitdate": "1996-05-06", "l_receiptdate": "1996-06-15", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "es. pending d" }
+{ "l_orderkey": 3269, "l_partkey": 38, "l_suppkey": 4, "l_linenumber": 2, "l_quantity": 46, "l_extendedprice": 43149.38d, "l_discount": 0.0d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-04-21", "l_commitdate": "1996-04-12", "l_receiptdate": "1996-05-10", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "final asymptotes nag" }
+{ "l_orderkey": 3269, "l_partkey": 44, "l_suppkey": 3, "l_linenumber": 3, "l_quantity": 39, "l_extendedprice": 36817.56d, "l_discount": 0.02d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-03-13", "l_commitdate": "1996-05-26", "l_receiptdate": "1996-03-19", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "he express packages?" }
+{ "l_orderkey": 3269, "l_partkey": 83, "l_suppkey": 4, "l_linenumber": 4, "l_quantity": 37, "l_extendedprice": 36373.96d, "l_discount": 0.07d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-06-14", "l_commitdate": "1996-04-27", "l_receiptdate": "1996-07-07", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": "egular requests. carefully un" }
+{ "l_orderkey": 3269, "l_partkey": 93, "l_suppkey": 7, "l_linenumber": 5, "l_quantity": 42, "l_extendedprice": 41709.78d, "l_discount": 0.09d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-03-19", "l_commitdate": "1996-04-24", "l_receiptdate": "1996-04-18", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": " the special packages. " }
+{ "l_orderkey": 3269, "l_partkey": 131, "l_suppkey": 7, "l_linenumber": 6, "l_quantity": 16, "l_extendedprice": 16498.08d, "l_discount": 0.01d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-03-03", "l_commitdate": "1996-04-06", "l_receiptdate": "1996-03-06", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "s cajole. silent deposits are f" }
+{ "l_orderkey": 3270, "l_partkey": 35, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 11, "l_extendedprice": 10285.33d, "l_discount": 0.07d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-07-29", "l_commitdate": "1997-08-11", "l_receiptdate": "1997-08-05", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": " solve at the regular deposits. " }
+{ "l_orderkey": 3270, "l_partkey": 38, "l_suppkey": 4, "l_linenumber": 2, "l_quantity": 44, "l_extendedprice": 41273.32d, "l_discount": 0.1d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-07-20", "l_commitdate": "1997-08-15", "l_receiptdate": "1997-08-04", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": " accounts. carefully even " }
+{ "l_orderkey": 3270, "l_partkey": 65, "l_suppkey": 4, "l_linenumber": 3, "l_quantity": 20, "l_extendedprice": 19301.2d, "l_discount": 0.01d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-08-26", "l_commitdate": "1997-07-31", "l_receiptdate": "1997-08-30", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "en accounts among the c" }
+{ "l_orderkey": 3270, "l_partkey": 189, "l_suppkey": 10, "l_linenumber": 4, "l_quantity": 29, "l_extendedprice": 31586.22d, "l_discount": 0.06d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-07-01", "l_commitdate": "1997-07-23", "l_receiptdate": "1997-07-10", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "sly regular asymptotes. slyly dog" }
+{ "l_orderkey": 3270, "l_partkey": 34, "l_suppkey": 10, "l_linenumber": 5, "l_quantity": 32, "l_extendedprice": 29888.96d, "l_discount": 0.03d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-09-23", "l_commitdate": "1997-08-17", "l_receiptdate": "1997-09-27", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "promise carefully." }
+{ "l_orderkey": 3270, "l_partkey": 57, "l_suppkey": 5, "l_linenumber": 6, "l_quantity": 29, "l_extendedprice": 27754.45d, "l_discount": 0.01d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-08-22", "l_commitdate": "1997-08-17", "l_receiptdate": "1997-09-06", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "ptotes nag above the quickly bold deposits" }
+{ "l_orderkey": 3270, "l_partkey": 117, "l_suppkey": 1, "l_linenumber": 7, "l_quantity": 9, "l_extendedprice": 9153.99d, "l_discount": 0.06d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-08-14", "l_commitdate": "1997-08-11", "l_receiptdate": "1997-09-09", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "ual packages" }
+{ "l_orderkey": 3271, "l_partkey": 57, "l_suppkey": 9, "l_linenumber": 1, "l_quantity": 30, "l_extendedprice": 28711.5d, "l_discount": 0.01d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-01-16", "l_commitdate": "1992-03-20", "l_receiptdate": "1992-01-17", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "r the unusual Tiresia" }
+{ "l_orderkey": 3271, "l_partkey": 54, "l_suppkey": 5, "l_linenumber": 2, "l_quantity": 18, "l_extendedprice": 17172.9d, "l_discount": 0.09d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-05-01", "l_commitdate": "1992-03-28", "l_receiptdate": "1992-05-29", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": " packages eat around the furiously regul" }
+{ "l_orderkey": 3271, "l_partkey": 95, "l_suppkey": 6, "l_linenumber": 3, "l_quantity": 14, "l_extendedprice": 13931.26d, "l_discount": 0.05d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-02-24", "l_commitdate": "1992-02-14", "l_receiptdate": "1992-03-23", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "ending, even packa" }
+{ "l_orderkey": 3271, "l_partkey": 64, "l_suppkey": 1, "l_linenumber": 4, "l_quantity": 29, "l_extendedprice": 27957.74d, "l_discount": 0.07d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-03-10", "l_commitdate": "1992-02-05", "l_receiptdate": "1992-03-14", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "lar instructions. carefully regular" }
+{ "l_orderkey": 3296, "l_partkey": 84, "l_suppkey": 5, "l_linenumber": 1, "l_quantity": 12, "l_extendedprice": 11808.96d, "l_discount": 0.06d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-12-08", "l_commitdate": "1994-12-14", "l_receiptdate": "1994-12-24", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "y about the slyly bold pinto bea" }
+{ "l_orderkey": 3296, "l_partkey": 149, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 31, "l_extendedprice": 32523.34d, "l_discount": 0.08d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1995-01-26", "l_commitdate": "1994-12-25", "l_receiptdate": "1995-02-16", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "ainst the furi" }
+{ "l_orderkey": 3296, "l_partkey": 185, "l_suppkey": 6, "l_linenumber": 3, "l_quantity": 29, "l_extendedprice": 31470.22d, "l_discount": 0.02d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-01-12", "l_commitdate": "1994-11-26", "l_receiptdate": "1995-02-06", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "ss ideas are reg" }
+{ "l_orderkey": 3296, "l_partkey": 140, "l_suppkey": 1, "l_linenumber": 4, "l_quantity": 47, "l_extendedprice": 48886.58d, "l_discount": 0.06d, "l_tax": 0.0d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-11-08", "l_commitdate": "1994-12-20", "l_receiptdate": "1994-11-30", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "egular deposits. quic" }
+{ "l_orderkey": 3296, "l_partkey": 177, "l_suppkey": 6, "l_linenumber": 5, "l_quantity": 16, "l_extendedprice": 17234.72d, "l_discount": 0.06d, "l_tax": 0.02d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1995-01-11", "l_commitdate": "1994-12-27", "l_receiptdate": "1995-01-12", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "kages cajole carefully " }
+{ "l_orderkey": 3296, "l_partkey": 197, "l_suppkey": 1, "l_linenumber": 6, "l_quantity": 40, "l_extendedprice": 43887.6d, "l_discount": 0.0d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-12-28", "l_commitdate": "1994-12-08", "l_receiptdate": "1995-01-13", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "ronic ideas across the" }
+{ "l_orderkey": 3296, "l_partkey": 36, "l_suppkey": 2, "l_linenumber": 7, "l_quantity": 6, "l_extendedprice": 5616.18d, "l_discount": 0.02d, "l_tax": 0.01d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1995-01-03", "l_commitdate": "1994-12-23", "l_receiptdate": "1995-01-27", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "carefully fur" }
+{ "l_orderkey": 3297, "l_partkey": 134, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 10, "l_extendedprice": 10341.3d, "l_discount": 0.1d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-12-14", "l_commitdate": "1993-01-21", "l_receiptdate": "1992-12-26", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "ironic idea" }
+{ "l_orderkey": 3298, "l_partkey": 149, "l_suppkey": 6, "l_linenumber": 1, "l_quantity": 9, "l_extendedprice": 9442.26d, "l_discount": 0.01d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-08-15", "l_commitdate": "1996-05-24", "l_receiptdate": "1996-09-12", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "ly final accou" }
+{ "l_orderkey": 3298, "l_partkey": 186, "l_suppkey": 7, "l_linenumber": 2, "l_quantity": 27, "l_extendedprice": 29326.86d, "l_discount": 0.06d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-07-10", "l_commitdate": "1996-05-21", "l_receiptdate": "1996-07-15", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "lar packages. regular deposit" }
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+{ "l_orderkey": 3618, "l_partkey": 140, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 38, "l_extendedprice": 39525.32d, "l_discount": 0.08d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-12-22", "l_commitdate": "1998-02-23", "l_receiptdate": "1998-01-03", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "nts haggle fluffily above the regular " }
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+{ "l_orderkey": 3618, "l_partkey": 63, "l_suppkey": 2, "l_linenumber": 3, "l_quantity": 24, "l_extendedprice": 23113.44d, "l_discount": 0.01d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-01-26", "l_commitdate": "1998-01-15", "l_receiptdate": "1998-02-17", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "xpress acc" }
+{ "l_orderkey": 3618, "l_partkey": 161, "l_suppkey": 2, "l_linenumber": 4, "l_quantity": 26, "l_extendedprice": 27590.16d, "l_discount": 0.01d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-03-23", "l_commitdate": "1998-01-24", "l_receiptdate": "1998-04-15", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "iously regular deposits cajole ruthless" }
+{ "l_orderkey": 3619, "l_partkey": 96, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 49, "l_extendedprice": 48808.41d, "l_discount": 0.01d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-22", "l_commitdate": "1996-12-21", "l_receiptdate": "1997-02-17", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": " waters. furiously even deposits " }
+{ "l_orderkey": 3619, "l_partkey": 116, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 27, "l_extendedprice": 27434.97d, "l_discount": 0.08d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-12-12", "l_commitdate": "1997-01-18", "l_receiptdate": "1996-12-18", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "pecial accounts haggle care" }
+{ "l_orderkey": 3619, "l_partkey": 48, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 46, "l_extendedprice": 43609.84d, "l_discount": 0.08d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-31", "l_commitdate": "1997-01-27", "l_receiptdate": "1997-02-11", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "press, expres" }
+{ "l_orderkey": 3619, "l_partkey": 93, "l_suppkey": 6, "l_linenumber": 4, "l_quantity": 18, "l_extendedprice": 17875.62d, "l_discount": 0.04d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-03-18", "l_commitdate": "1996-12-24", "l_receiptdate": "1997-03-21", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "eodolites " }
+{ "l_orderkey": 3619, "l_partkey": 120, "l_suppkey": 10, "l_linenumber": 5, "l_quantity": 38, "l_extendedprice": 38764.56d, "l_discount": 0.05d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-12-08", "l_commitdate": "1997-02-03", "l_receiptdate": "1997-01-07", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "theodolites detect abo" }
+{ "l_orderkey": 3619, "l_partkey": 152, "l_suppkey": 3, "l_linenumber": 6, "l_quantity": 43, "l_extendedprice": 45242.45d, "l_discount": 0.01d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-25", "l_commitdate": "1997-01-06", "l_receiptdate": "1997-02-07", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": " bold, even" }
+{ "l_orderkey": 3620, "l_partkey": 59, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 41, "l_extendedprice": 39321.05d, "l_discount": 0.03d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-03-21", "l_commitdate": "1997-04-20", "l_receiptdate": "1997-03-30", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "t attainments cajole qui" }
+{ "l_orderkey": 3620, "l_partkey": 167, "l_suppkey": 4, "l_linenumber": 2, "l_quantity": 16, "l_extendedprice": 17074.56d, "l_discount": 0.0d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-05-17", "l_commitdate": "1997-05-08", "l_receiptdate": "1997-06-03", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "s. even, pending in" }
+{ "l_orderkey": 3621, "l_partkey": 17, "l_suppkey": 8, "l_linenumber": 1, "l_quantity": 29, "l_extendedprice": 26593.29d, "l_discount": 0.02d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-08-03", "l_commitdate": "1993-07-08", "l_receiptdate": "1993-08-10", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "al requests. fl" }
+{ "l_orderkey": 3621, "l_partkey": 93, "l_suppkey": 5, "l_linenumber": 2, "l_quantity": 13, "l_extendedprice": 12910.17d, "l_discount": 0.09d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-08-30", "l_commitdate": "1993-06-30", "l_receiptdate": "1993-09-01", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "r the unusual packages. brave theodoli" }
+{ "l_orderkey": 3621, "l_partkey": 164, "l_suppkey": 9, "l_linenumber": 3, "l_quantity": 45, "l_extendedprice": 47887.2d, "l_discount": 0.07d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-08-09", "l_commitdate": "1993-06-18", "l_receiptdate": "1993-09-05", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": " doubt about the bold deposits. carefully" }
+{ "l_orderkey": 3621, "l_partkey": 44, "l_suppkey": 3, "l_linenumber": 4, "l_quantity": 20, "l_extendedprice": 18880.8d, "l_discount": 0.05d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-05-27", "l_commitdate": "1993-07-04", "l_receiptdate": "1993-06-22", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "gular accounts use carefully with" }
+{ "l_orderkey": 3622, "l_partkey": 175, "l_suppkey": 6, "l_linenumber": 1, "l_quantity": 47, "l_extendedprice": 50532.99d, "l_discount": 0.09d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-02-24", "l_commitdate": "1996-02-22", "l_receiptdate": "1996-03-12", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "are careful" }
+{ "l_orderkey": 3622, "l_partkey": 89, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 4, "l_extendedprice": 3956.32d, "l_discount": 0.04d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-02-03", "l_commitdate": "1996-02-19", "l_receiptdate": "1996-02-16", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "lithely brave foxes. furi" }
+{ "l_orderkey": 3622, "l_partkey": 190, "l_suppkey": 1, "l_linenumber": 3, "l_quantity": 46, "l_extendedprice": 50148.74d, "l_discount": 0.07d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-12-18", "l_commitdate": "1996-01-23", "l_receiptdate": "1996-01-12", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "sits wake. blithe" }
+{ "l_orderkey": 3622, "l_partkey": 177, "l_suppkey": 8, "l_linenumber": 4, "l_quantity": 9, "l_extendedprice": 9694.53d, "l_discount": 0.08d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-12-12", "l_commitdate": "1996-02-09", "l_receiptdate": "1995-12-13", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "arefully. furiously regular ideas n" }
+{ "l_orderkey": 3623, "l_partkey": 80, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 32, "l_extendedprice": 31362.56d, "l_discount": 0.05d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-04-18", "l_commitdate": "1997-03-15", "l_receiptdate": "1997-05-09", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": " courts. furiously regular ideas b" }
+{ "l_orderkey": 3623, "l_partkey": 117, "l_suppkey": 4, "l_linenumber": 2, "l_quantity": 33, "l_extendedprice": 33564.63d, "l_discount": 0.08d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-03-17", "l_commitdate": "1997-02-13", "l_receiptdate": "1997-04-02", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "odolites. blithely spe" }
+{ "l_orderkey": 3623, "l_partkey": 24, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 21, "l_extendedprice": 19404.42d, "l_discount": 0.02d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-19", "l_commitdate": "1997-03-18", "l_receiptdate": "1997-01-24", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "ress ideas are furio" }
+{ "l_orderkey": 3623, "l_partkey": 165, "l_suppkey": 2, "l_linenumber": 4, "l_quantity": 42, "l_extendedprice": 44736.72d, "l_discount": 0.05d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-11", "l_commitdate": "1997-03-24", "l_receiptdate": "1997-01-21", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "g to the slyly regular packa" }
+{ "l_orderkey": 3623, "l_partkey": 88, "l_suppkey": 9, "l_linenumber": 5, "l_quantity": 30, "l_extendedprice": 29642.4d, "l_discount": 0.1d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-04-04", "l_commitdate": "1997-03-03", "l_receiptdate": "1997-05-01", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": " ironic somas sleep fluffily" }
+{ "l_orderkey": 3623, "l_partkey": 186, "l_suppkey": 7, "l_linenumber": 6, "l_quantity": 7, "l_extendedprice": 7603.26d, "l_discount": 0.01d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-05", "l_commitdate": "1997-03-26", "l_receiptdate": "1997-01-26", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "aves. slyly special packages cajole. fu" }
+{ "l_orderkey": 3623, "l_partkey": 140, "l_suppkey": 6, "l_linenumber": 7, "l_quantity": 13, "l_extendedprice": 13521.82d, "l_discount": 0.03d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-02", "l_commitdate": "1997-02-26", "l_receiptdate": "1997-01-26", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "deas. furiously expres" }
+{ "l_orderkey": 3648, "l_partkey": 144, "l_suppkey": 5, "l_linenumber": 1, "l_quantity": 16, "l_extendedprice": 16706.24d, "l_discount": 0.02d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-08-14", "l_commitdate": "1993-08-14", "l_receiptdate": "1993-08-15", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "s nag packages." }
+{ "l_orderkey": 3648, "l_partkey": 105, "l_suppkey": 2, "l_linenumber": 2, "l_quantity": 30, "l_extendedprice": 30153.0d, "l_discount": 0.0d, "l_tax": 0.01d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-08-31", "l_commitdate": "1993-09-06", "l_receiptdate": "1993-09-06", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": " above the somas boost furious" }
+{ "l_orderkey": 3648, "l_partkey": 46, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 34, "l_extendedprice": 32165.36d, "l_discount": 0.1d, "l_tax": 0.0d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-08-21", "l_commitdate": "1993-07-25", "l_receiptdate": "1993-09-15", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": " deposits are furiously. careful, " }
+{ "l_orderkey": 3648, "l_partkey": 13, "l_suppkey": 10, "l_linenumber": 4, "l_quantity": 16, "l_extendedprice": 14608.16d, "l_discount": 0.06d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-07-27", "l_commitdate": "1993-08-26", "l_receiptdate": "1993-08-24", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "uriously stealthy deposits haggle furi" }
+{ "l_orderkey": 3648, "l_partkey": 117, "l_suppkey": 7, "l_linenumber": 5, "l_quantity": 25, "l_extendedprice": 25427.75d, "l_discount": 0.06d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-08-15", "l_commitdate": "1993-08-25", "l_receiptdate": "1993-09-09", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "s requests. silent asymp" }
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+{ "l_orderkey": 3968, "l_partkey": 26, "l_suppkey": 9, "l_linenumber": 2, "l_quantity": 45, "l_extendedprice": 41670.9d, "l_discount": 0.0d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-06-18", "l_commitdate": "1997-04-24", "l_receiptdate": "1997-06-25", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "ully slyly fi" }
+{ "l_orderkey": 3968, "l_partkey": 156, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 43, "l_extendedprice": 45414.45d, "l_discount": 0.07d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-04-30", "l_commitdate": "1997-05-14", "l_receiptdate": "1997-05-18", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "ly regular accounts" }
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+{ "l_orderkey": 3969, "l_partkey": 105, "l_suppkey": 8, "l_linenumber": 6, "l_quantity": 4, "l_extendedprice": 4020.4d, "l_discount": 0.02d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-06-04", "l_commitdate": "1997-07-31", "l_receiptdate": "1997-06-13", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "dencies wake blithely? quickly even theodo" }
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+{ "l_orderkey": 3970, "l_partkey": 30, "l_suppkey": 3, "l_linenumber": 5, "l_quantity": 23, "l_extendedprice": 21390.69d, "l_discount": 0.05d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-06-04", "l_commitdate": "1992-06-14", "l_receiptdate": "1992-06-13", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": " above the final braids. regular" }
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+{ "l_orderkey": 3971, "l_partkey": 96, "l_suppkey": 8, "l_linenumber": 1, "l_quantity": 47, "l_extendedprice": 46816.23d, "l_discount": 0.06d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-07-07", "l_commitdate": "1996-08-08", "l_receiptdate": "1996-08-01", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "e slyly final dependencies x-ray " }
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+{ "l_orderkey": 3973, "l_partkey": 115, "l_suppkey": 2, "l_linenumber": 2, "l_quantity": 37, "l_extendedprice": 37559.07d, "l_discount": 0.07d, "l_tax": 0.0d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-05-29", "l_commitdate": "1992-05-04", "l_receiptdate": "1992-06-23", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "inos wake fluffily. pending requests nag " }
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+{ "l_orderkey": 4065, "l_partkey": 97, "l_suppkey": 10, "l_linenumber": 3, "l_quantity": 33, "l_extendedprice": 32903.97d, "l_discount": 0.0d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-09-03", "l_commitdate": "1994-08-16", "l_receiptdate": "1994-09-13", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "ain blithely " }
+{ "l_orderkey": 4065, "l_partkey": 107, "l_suppkey": 2, "l_linenumber": 4, "l_quantity": 8, "l_extendedprice": 8056.8d, "l_discount": 0.0d, "l_tax": 0.01d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-10-04", "l_commitdate": "1994-08-05", "l_receiptdate": "1994-10-25", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "ages haggle carefully" }
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+{ "l_orderkey": 4065, "l_partkey": 110, "l_suppkey": 5, "l_linenumber": 6, "l_quantity": 16, "l_extendedprice": 16161.76d, "l_discount": 0.05d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-08-25", "l_commitdate": "1994-08-06", "l_receiptdate": "1994-09-09", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "ncies use furiously. quickly un" }
+{ "l_orderkey": 4065, "l_partkey": 144, "l_suppkey": 7, "l_linenumber": 7, "l_quantity": 11, "l_extendedprice": 11485.54d, "l_discount": 0.1d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-07-25", "l_commitdate": "1994-08-02", "l_receiptdate": "1994-07-30", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "hang silently about " }
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+{ "l_orderkey": 4066, "l_partkey": 93, "l_suppkey": 5, "l_linenumber": 2, "l_quantity": 19, "l_extendedprice": 18868.71d, "l_discount": 0.05d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-05-13", "l_commitdate": "1997-04-17", "l_receiptdate": "1997-06-08", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "quests. slyly regu" }
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+{ "l_orderkey": 4066, "l_partkey": 109, "l_suppkey": 2, "l_linenumber": 6, "l_quantity": 44, "l_extendedprice": 44400.4d, "l_discount": 0.01d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-03-01", "l_commitdate": "1997-04-27", "l_receiptdate": "1997-03-29", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "express accounts nag bli" }
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+{ "l_orderkey": 4096, "l_partkey": 57, "l_suppkey": 9, "l_linenumber": 2, "l_quantity": 17, "l_extendedprice": 16269.85d, "l_discount": 0.07d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-09-30", "l_commitdate": "1992-08-11", "l_receiptdate": "1992-10-11", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "platelets alongside of the " }
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+{ "l_orderkey": 4096, "l_partkey": 128, "l_suppkey": 3, "l_linenumber": 4, "l_quantity": 20, "l_extendedprice": 20562.4d, "l_discount": 0.02d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-08-24", "l_commitdate": "1992-09-13", "l_receiptdate": "1992-08-28", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "sual requests. furiously bold packages wake" }
+{ "l_orderkey": 4097, "l_partkey": 74, "l_suppkey": 5, "l_linenumber": 1, "l_quantity": 50, "l_extendedprice": 48703.5d, "l_discount": 0.04d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-08-31", "l_commitdate": "1996-08-14", "l_receiptdate": "1996-09-27", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "egular deposits. blithely pending" }
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+{ "l_orderkey": 4097, "l_partkey": 174, "l_suppkey": 2, "l_linenumber": 3, "l_quantity": 42, "l_extendedprice": 45115.14d, "l_discount": 0.06d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-08-11", "l_commitdate": "1996-07-30", "l_receiptdate": "1996-08-15", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "carefully silent foxes are against the " }
+{ "l_orderkey": 4098, "l_partkey": 200, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 46, "l_extendedprice": 50609.2d, "l_discount": 0.07d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-26", "l_commitdate": "1997-01-27", "l_receiptdate": "1997-02-13", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "e slyly blithely silent deposits. fluff" }
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+{ "l_orderkey": 4099, "l_partkey": 137, "l_suppkey": 3, "l_linenumber": 2, "l_quantity": 3, "l_extendedprice": 3111.39d, "l_discount": 0.04d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-09-12", "l_commitdate": "1992-10-18", "l_receiptdate": "1992-10-01", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": ". special packages sleep" }
+{ "l_orderkey": 4099, "l_partkey": 51, "l_suppkey": 3, "l_linenumber": 3, "l_quantity": 36, "l_extendedprice": 34237.8d, "l_discount": 0.06d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-11-06", "l_commitdate": "1992-09-28", "l_receiptdate": "1992-12-02", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "beans cajole slyly quickly ironic " }
+{ "l_orderkey": 4099, "l_partkey": 139, "l_suppkey": 5, "l_linenumber": 4, "l_quantity": 7, "l_extendedprice": 7273.91d, "l_discount": 0.05d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-09-12", "l_commitdate": "1992-11-13", "l_receiptdate": "1992-09-14", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "onic foxes. quickly final fox" }
+{ "l_orderkey": 4099, "l_partkey": 163, "l_suppkey": 10, "l_linenumber": 5, "l_quantity": 48, "l_extendedprice": 51031.68d, "l_discount": 0.0d, "l_tax": 0.02d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-10-18", "l_commitdate": "1992-10-14", "l_receiptdate": "1992-11-01", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "ts haggle according to the slyly f" }
+{ "l_orderkey": 4099, "l_partkey": 59, "l_suppkey": 10, "l_linenumber": 6, "l_quantity": 39, "l_extendedprice": 37402.95d, "l_discount": 0.07d, "l_tax": 0.02d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-12-13", "l_commitdate": "1992-11-13", "l_receiptdate": "1992-12-26", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "fluffy accounts impress pending, iro" }
+{ "l_orderkey": 4099, "l_partkey": 180, "l_suppkey": 8, "l_linenumber": 7, "l_quantity": 46, "l_extendedprice": 49688.28d, "l_discount": 0.06d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-10-29", "l_commitdate": "1992-11-03", "l_receiptdate": "1992-11-10", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "ages nag requests." }
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+{ "l_orderkey": 4801, "l_partkey": 92, "l_suppkey": 3, "l_linenumber": 4, "l_quantity": 39, "l_extendedprice": 38691.51d, "l_discount": 0.07d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-03-19", "l_commitdate": "1996-03-21", "l_receiptdate": "1996-04-17", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "warhorses wake never for the care" }
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+{ "l_orderkey": 4803, "l_partkey": 194, "l_suppkey": 5, "l_linenumber": 6, "l_quantity": 19, "l_extendedprice": 20789.61d, "l_discount": 0.07d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-04-20", "l_commitdate": "1996-03-25", "l_receiptdate": "1996-04-27", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "sts. enticing, even" }
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+{ "l_orderkey": 4804, "l_partkey": 35, "l_suppkey": 6, "l_linenumber": 2, "l_quantity": 41, "l_extendedprice": 38336.23d, "l_discount": 0.1d, "l_tax": 0.02d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-04-06", "l_commitdate": "1992-04-12", "l_receiptdate": "1992-05-03", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": ". deposits haggle express tithes?" }
+{ "l_orderkey": 4804, "l_partkey": 65, "l_suppkey": 2, "l_linenumber": 3, "l_quantity": 33, "l_extendedprice": 31846.98d, "l_discount": 0.09d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-03-02", "l_commitdate": "1992-04-14", "l_receiptdate": "1992-03-13", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": ", thin excuses. " }
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+{ "l_orderkey": 4805, "l_partkey": 189, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 45, "l_extendedprice": 49013.1d, "l_discount": 0.02d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-06-16", "l_commitdate": "1992-06-08", "l_receiptdate": "1992-07-03", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "the furiously sly t" }
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+{ "l_orderkey": 4805, "l_partkey": 9, "l_suppkey": 10, "l_linenumber": 5, "l_quantity": 42, "l_extendedprice": 38178.0d, "l_discount": 0.03d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-08-17", "l_commitdate": "1992-07-03", "l_receiptdate": "1992-09-14", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "the regular, fina" }
+{ "l_orderkey": 4805, "l_partkey": 136, "l_suppkey": 7, "l_linenumber": 6, "l_quantity": 18, "l_extendedprice": 18650.34d, "l_discount": 0.06d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-06-07", "l_commitdate": "1992-07-10", "l_receiptdate": "1992-06-12", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "o use pending, unusu" }
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+{ "l_orderkey": 4836, "l_partkey": 106, "l_suppkey": 1, "l_linenumber": 4, "l_quantity": 15, "l_extendedprice": 15091.5d, "l_discount": 0.1d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-03-08", "l_commitdate": "1997-03-14", "l_receiptdate": "1997-03-30", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "eep slyly. even requests cajole" }
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+{ "l_orderkey": 4837, "l_partkey": 193, "l_suppkey": 5, "l_linenumber": 2, "l_quantity": 16, "l_extendedprice": 17491.04d, "l_discount": 0.01d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-08-19", "l_commitdate": "1998-06-18", "l_receiptdate": "1998-08-26", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "counts cajole slyly furiou" }
+{ "l_orderkey": 4837, "l_partkey": 68, "l_suppkey": 5, "l_linenumber": 3, "l_quantity": 42, "l_extendedprice": 40658.52d, "l_discount": 0.1d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-06-19", "l_commitdate": "1998-07-06", "l_receiptdate": "1998-06-23", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "o the furiously final theodolites boost" }
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+{ "l_orderkey": 4838, "l_partkey": 52, "l_suppkey": 3, "l_linenumber": 3, "l_quantity": 26, "l_extendedprice": 24753.3d, "l_discount": 0.06d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-09-03", "l_commitdate": "1992-10-25", "l_receiptdate": "1992-09-11", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "ular requests boost about the packages. r" }
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+{ "l_orderkey": 4839, "l_partkey": 10, "l_suppkey": 1, "l_linenumber": 2, "l_quantity": 25, "l_extendedprice": 22750.25d, "l_discount": 0.02d, "l_tax": 0.02d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-05-20", "l_commitdate": "1994-07-08", "l_receiptdate": "1994-05-30", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "regular packages ab" }
+{ "l_orderkey": 4839, "l_partkey": 60, "l_suppkey": 1, "l_linenumber": 3, "l_quantity": 18, "l_extendedprice": 17281.08d, "l_discount": 0.06d, "l_tax": 0.01d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-05-18", "l_commitdate": "1994-06-13", "l_receiptdate": "1994-06-09", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "blithely ironic theodolites use along" }
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+{ "l_orderkey": 4960, "l_partkey": 170, "l_suppkey": 1, "l_linenumber": 7, "l_quantity": 42, "l_extendedprice": 44947.14d, "l_discount": 0.08d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-04-19", "l_commitdate": "1995-04-11", "l_receiptdate": "1995-05-08", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "s requests cajole. " }
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+{ "l_orderkey": 4961, "l_partkey": 162, "l_suppkey": 3, "l_linenumber": 3, "l_quantity": 41, "l_extendedprice": 43548.56d, "l_discount": 0.02d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-07-15", "l_commitdate": "1998-06-15", "l_receiptdate": "1998-08-05", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "ily against the n" }
+{ "l_orderkey": 4961, "l_partkey": 100, "l_suppkey": 3, "l_linenumber": 4, "l_quantity": 10, "l_extendedprice": 10001.0d, "l_discount": 0.02d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-04-15", "l_commitdate": "1998-07-03", "l_receiptdate": "1998-04-18", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "quests. regular, ironic ideas at the ironi" }
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+{ "l_orderkey": 4963, "l_partkey": 76, "l_suppkey": 4, "l_linenumber": 2, "l_quantity": 16, "l_extendedprice": 15617.12d, "l_discount": 0.0d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-11-20", "l_commitdate": "1997-01-13", "l_receiptdate": "1996-12-06", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": " carefully slyly u" }
+{ "l_orderkey": 4964, "l_partkey": 133, "l_suppkey": 9, "l_linenumber": 1, "l_quantity": 29, "l_extendedprice": 29960.77d, "l_discount": 0.04d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-10-18", "l_commitdate": "1997-08-30", "l_receiptdate": "1997-11-01", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "k accounts nag carefully-- ironic, fin" }
+{ "l_orderkey": 4964, "l_partkey": 148, "l_suppkey": 5, "l_linenumber": 2, "l_quantity": 46, "l_extendedprice": 48214.44d, "l_discount": 0.06d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-10-05", "l_commitdate": "1997-09-12", "l_receiptdate": "1997-10-11", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "althy deposits" }
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+{ "l_orderkey": 4964, "l_partkey": 180, "l_suppkey": 10, "l_linenumber": 4, "l_quantity": 12, "l_extendedprice": 12962.16d, "l_discount": 0.08d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-09-03", "l_commitdate": "1997-10-25", "l_receiptdate": "1997-09-15", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "ully silent instructions ca" }
+{ "l_orderkey": 4964, "l_partkey": 41, "l_suppkey": 10, "l_linenumber": 5, "l_quantity": 42, "l_extendedprice": 39523.68d, "l_discount": 0.06d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-09-04", "l_commitdate": "1997-08-28", "l_receiptdate": "1997-10-02", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": " hinder. idly even" }
+{ "l_orderkey": 4964, "l_partkey": 193, "l_suppkey": 7, "l_linenumber": 6, "l_quantity": 22, "l_extendedprice": 24050.18d, "l_discount": 0.04d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-09-11", "l_commitdate": "1997-10-06", "l_receiptdate": "1997-09-29", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "equests doubt quickly. caref" }
+{ "l_orderkey": 4964, "l_partkey": 173, "l_suppkey": 4, "l_linenumber": 7, "l_quantity": 28, "l_extendedprice": 30048.76d, "l_discount": 0.0d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-08-30", "l_commitdate": "1997-09-15", "l_receiptdate": "1997-09-18", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "among the carefully regula" }
+{ "l_orderkey": 4965, "l_partkey": 131, "l_suppkey": 2, "l_linenumber": 1, "l_quantity": 28, "l_extendedprice": 28871.64d, "l_discount": 0.05d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-01-02", "l_commitdate": "1993-11-20", "l_receiptdate": "1994-01-04", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": " deposits. requests sublate quickly " }
+{ "l_orderkey": 4965, "l_partkey": 13, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 25, "l_extendedprice": 22825.25d, "l_discount": 0.1d, "l_tax": 0.02d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-02-05", "l_commitdate": "1993-12-15", "l_receiptdate": "1994-02-24", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "wake at the carefully speci" }
+{ "l_orderkey": 4965, "l_partkey": 101, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 27, "l_extendedprice": 27029.7d, "l_discount": 0.05d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-11-06", "l_commitdate": "1993-12-24", "l_receiptdate": "1993-11-30", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "efully final foxes" }
+{ "l_orderkey": 4965, "l_partkey": 138, "l_suppkey": 9, "l_linenumber": 4, "l_quantity": 33, "l_extendedprice": 34258.29d, "l_discount": 0.04d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-12-31", "l_commitdate": "1993-11-29", "l_receiptdate": "1994-01-27", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "iously slyly" }
+{ "l_orderkey": 4966, "l_partkey": 76, "l_suppkey": 6, "l_linenumber": 1, "l_quantity": 10, "l_extendedprice": 9760.7d, "l_discount": 0.06d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-09-23", "l_commitdate": "1996-11-02", "l_receiptdate": "1996-10-07", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": " requests. carefully pending requests" }
+{ "l_orderkey": 4966, "l_partkey": 194, "l_suppkey": 6, "l_linenumber": 2, "l_quantity": 6, "l_extendedprice": 6565.14d, "l_discount": 0.02d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-12-09", "l_commitdate": "1996-11-29", "l_receiptdate": "1996-12-30", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "d deposits are sly excuses. slyly iro" }
+{ "l_orderkey": 4966, "l_partkey": 165, "l_suppkey": 6, "l_linenumber": 3, "l_quantity": 7, "l_extendedprice": 7456.12d, "l_discount": 0.0d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-12-08", "l_commitdate": "1996-10-09", "l_receiptdate": "1997-01-06", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "ckly ironic tithe" }
+{ "l_orderkey": 4966, "l_partkey": 16, "l_suppkey": 6, "l_linenumber": 4, "l_quantity": 26, "l_extendedprice": 23816.26d, "l_discount": 0.08d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-11-14", "l_commitdate": "1996-11-29", "l_receiptdate": "1996-12-05", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "nt pearls haggle carefully slyly even " }
+{ "l_orderkey": 4966, "l_partkey": 144, "l_suppkey": 1, "l_linenumber": 5, "l_quantity": 12, "l_extendedprice": 12529.68d, "l_discount": 0.02d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-12-07", "l_commitdate": "1996-11-23", "l_receiptdate": "1996-12-20", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "eodolites. ironic requests across the exp" }
+{ "l_orderkey": 4967, "l_partkey": 71, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 50, "l_extendedprice": 48553.5d, "l_discount": 0.07d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-05-27", "l_commitdate": "1997-05-13", "l_receiptdate": "1997-06-12", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "kages. final, unusual accounts c" }
+{ "l_orderkey": 4967, "l_partkey": 53, "l_suppkey": 5, "l_linenumber": 2, "l_quantity": 43, "l_extendedprice": 40981.15d, "l_discount": 0.0d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-05-28", "l_commitdate": "1997-04-10", "l_receiptdate": "1997-06-09", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "ons. slyly ironic requests" }
+{ "l_orderkey": 4967, "l_partkey": 50, "l_suppkey": 1, "l_linenumber": 3, "l_quantity": 15, "l_extendedprice": 14250.75d, "l_discount": 0.08d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-04-16", "l_commitdate": "1997-04-12", "l_receiptdate": "1997-05-08", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "y. blithel" }
+{ "l_orderkey": 4967, "l_partkey": 123, "l_suppkey": 2, "l_linenumber": 4, "l_quantity": 1, "l_extendedprice": 1023.12d, "l_discount": 0.1d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-06-04", "l_commitdate": "1997-03-29", "l_receiptdate": "1997-06-23", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "osits. unusual frets thrash furiously" }
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+{ "l_orderkey": 5127, "l_partkey": 19, "l_suppkey": 3, "l_linenumber": 1, "l_quantity": 33, "l_extendedprice": 30327.33d, "l_discount": 0.08d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-03-25", "l_commitdate": "1997-03-02", "l_receiptdate": "1997-04-04", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": " bold deposits use carefully a" }
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+{ "l_orderkey": 5153, "l_partkey": 136, "l_suppkey": 2, "l_linenumber": 6, "l_quantity": 42, "l_extendedprice": 43517.46d, "l_discount": 0.0d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-10-19", "l_commitdate": "1995-11-23", "l_receiptdate": "1995-11-06", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "ickly even deposi" }
+{ "l_orderkey": 5154, "l_partkey": 190, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 11, "l_extendedprice": 11992.09d, "l_discount": 0.02d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-08-06", "l_commitdate": "1997-06-30", "l_receiptdate": "1997-09-04", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "luffily bold foxes. final" }
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+{ "l_orderkey": 5155, "l_partkey": 188, "l_suppkey": 9, "l_linenumber": 2, "l_quantity": 5, "l_extendedprice": 5440.9d, "l_discount": 0.08d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-06-30", "l_commitdate": "1994-08-13", "l_receiptdate": "1994-07-15", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "ole blithely slyly ironic " }
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+{ "l_orderkey": 5155, "l_partkey": 79, "l_suppkey": 7, "l_linenumber": 4, "l_quantity": 39, "l_extendedprice": 38183.73d, "l_discount": 0.09d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-08-25", "l_commitdate": "1994-09-01", "l_receiptdate": "1994-09-18", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "l dolphins nag caref" }
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+{ "l_orderkey": 5156, "l_partkey": 148, "l_suppkey": 1, "l_linenumber": 2, "l_quantity": 36, "l_extendedprice": 37733.04d, "l_discount": 0.04d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-02-12", "l_commitdate": "1996-12-10", "l_receiptdate": "1997-03-13", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": " slyly even orbi" }
+{ "l_orderkey": 5157, "l_partkey": 55, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 35, "l_extendedprice": 33426.75d, "l_discount": 0.06d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-07-28", "l_commitdate": "1997-09-30", "l_receiptdate": "1997-08-15", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "to the furiously sil" }
+{ "l_orderkey": 5157, "l_partkey": 138, "l_suppkey": 9, "l_linenumber": 2, "l_quantity": 18, "l_extendedprice": 18686.34d, "l_discount": 0.1d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-09-06", "l_commitdate": "1997-10-03", "l_receiptdate": "1997-09-19", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "y bold deposits nag blithely. final reque" }
+{ "l_orderkey": 5157, "l_partkey": 167, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 15, "l_extendedprice": 16007.4d, "l_discount": 0.09d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-07-27", "l_commitdate": "1997-08-30", "l_receiptdate": "1997-08-08", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "cajole. spec" }
+{ "l_orderkey": 5157, "l_partkey": 59, "l_suppkey": 7, "l_linenumber": 4, "l_quantity": 25, "l_extendedprice": 23976.25d, "l_discount": 0.0d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-08-24", "l_commitdate": "1997-09-23", "l_receiptdate": "1997-08-28", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": " packages detect. even requests against th" }
+{ "l_orderkey": 5157, "l_partkey": 149, "l_suppkey": 8, "l_linenumber": 5, "l_quantity": 40, "l_extendedprice": 41965.6d, "l_discount": 0.09d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-08-11", "l_commitdate": "1997-08-28", "l_receiptdate": "1997-09-01", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "ial packages according to " }
+{ "l_orderkey": 5157, "l_partkey": 150, "l_suppkey": 9, "l_linenumber": 6, "l_quantity": 26, "l_extendedprice": 27303.9d, "l_discount": 0.1d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-07-28", "l_commitdate": "1997-08-22", "l_receiptdate": "1997-08-22", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "nto beans cajole car" }
+{ "l_orderkey": 5157, "l_partkey": 49, "l_suppkey": 8, "l_linenumber": 7, "l_quantity": 12, "l_extendedprice": 11388.48d, "l_discount": 0.1d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-10-19", "l_commitdate": "1997-08-07", "l_receiptdate": "1997-10-26", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "es. busily " }
+{ "l_orderkey": 5158, "l_partkey": 45, "l_suppkey": 4, "l_linenumber": 1, "l_quantity": 43, "l_extendedprice": 40636.72d, "l_discount": 0.1d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-04-10", "l_commitdate": "1997-03-06", "l_receiptdate": "1997-04-15", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "nusual platelets. slyly even foxes cajole " }
+{ "l_orderkey": 5158, "l_partkey": 85, "l_suppkey": 6, "l_linenumber": 2, "l_quantity": 18, "l_extendedprice": 17731.44d, "l_discount": 0.04d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-04-30", "l_commitdate": "1997-03-28", "l_receiptdate": "1997-05-12", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "hely regular pa" }
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+{ "l_orderkey": 5250, "l_partkey": 44, "l_suppkey": 3, "l_linenumber": 1, "l_quantity": 2, "l_extendedprice": 1888.08d, "l_discount": 0.08d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-08-09", "l_commitdate": "1995-10-10", "l_receiptdate": "1995-08-13", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "its. final pinto" }
+{ "l_orderkey": 5250, "l_partkey": 192, "l_suppkey": 6, "l_linenumber": 2, "l_quantity": 27, "l_extendedprice": 29489.13d, "l_discount": 0.1d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-10-24", "l_commitdate": "1995-09-03", "l_receiptdate": "1995-11-18", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "l forges are. furiously unusual pin" }
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+{ "l_orderkey": 5252, "l_partkey": 141, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 13, "l_extendedprice": 13534.82d, "l_discount": 0.02d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-03-02", "l_commitdate": "1996-05-10", "l_receiptdate": "1996-03-11", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "boost fluffily across " }
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+{ "l_orderkey": 5252, "l_partkey": 195, "l_suppkey": 9, "l_linenumber": 3, "l_quantity": 9, "l_extendedprice": 9856.71d, "l_discount": 0.09d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-05-30", "l_commitdate": "1996-05-03", "l_receiptdate": "1996-06-26", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "x. slyly special depos" }
+{ "l_orderkey": 5252, "l_partkey": 87, "l_suppkey": 8, "l_linenumber": 4, "l_quantity": 48, "l_extendedprice": 47379.84d, "l_discount": 0.01d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-04-17", "l_commitdate": "1996-03-19", "l_receiptdate": "1996-05-03", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "bold requests. furious" }
+{ "l_orderkey": 5252, "l_partkey": 68, "l_suppkey": 5, "l_linenumber": 5, "l_quantity": 24, "l_extendedprice": 23233.44d, "l_discount": 0.04d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-05-11", "l_commitdate": "1996-04-17", "l_receiptdate": "1996-05-12", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "posits after the fluffi" }
+{ "l_orderkey": 5252, "l_partkey": 3, "l_suppkey": 10, "l_linenumber": 6, "l_quantity": 41, "l_extendedprice": 37023.0d, "l_discount": 0.02d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-03-16", "l_commitdate": "1996-04-18", "l_receiptdate": "1996-03-17", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "ording to the blithely express somas sho" }
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+{ "l_orderkey": 5664, "l_partkey": 182, "l_suppkey": 3, "l_linenumber": 7, "l_quantity": 9, "l_extendedprice": 9739.62d, "l_discount": 0.01d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-11-04", "l_commitdate": "1998-10-15", "l_receiptdate": "1998-11-20", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "yly. express ideas agai" }
+{ "l_orderkey": 5665, "l_partkey": 101, "l_suppkey": 2, "l_linenumber": 1, "l_quantity": 32, "l_extendedprice": 32035.2d, "l_discount": 0.0d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-08-11", "l_commitdate": "1993-08-01", "l_receiptdate": "1993-09-07", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "f the slyly even requests! regular request" }
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+{ "l_orderkey": 5665, "l_partkey": 158, "l_suppkey": 9, "l_linenumber": 3, "l_quantity": 41, "l_extendedprice": 43384.15d, "l_discount": 0.09d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-08-23", "l_commitdate": "1993-09-22", "l_receiptdate": "1993-09-11", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": " idle ideas across " }
+{ "l_orderkey": 5665, "l_partkey": 46, "l_suppkey": 9, "l_linenumber": 4, "l_quantity": 47, "l_extendedprice": 44463.88d, "l_discount": 0.01d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-10-06", "l_commitdate": "1993-09-19", "l_receiptdate": "1993-11-01", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "s mold fluffily. final deposits along the" }
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+{ "l_orderkey": 5666, "l_partkey": 36, "l_suppkey": 7, "l_linenumber": 2, "l_quantity": 14, "l_extendedprice": 13104.42d, "l_discount": 0.08d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-02-27", "l_commitdate": "1994-04-11", "l_receiptdate": "1994-03-06", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "lar deposits nag against the slyly final d" }
+{ "l_orderkey": 5666, "l_partkey": 193, "l_suppkey": 6, "l_linenumber": 3, "l_quantity": 39, "l_extendedprice": 42634.41d, "l_discount": 0.0d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-05-13", "l_commitdate": "1994-04-02", "l_receiptdate": "1994-06-12", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "the even, final foxes. quickly iron" }
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+{ "l_orderkey": 5666, "l_partkey": 109, "l_suppkey": 10, "l_linenumber": 5, "l_quantity": 36, "l_extendedprice": 36327.6d, "l_discount": 0.07d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-03-15", "l_commitdate": "1994-03-16", "l_receiptdate": "1994-03-18", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "accounts. furiousl" }
+{ "l_orderkey": 5667, "l_partkey": 145, "l_suppkey": 4, "l_linenumber": 1, "l_quantity": 37, "l_extendedprice": 38670.18d, "l_discount": 0.09d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-09-24", "l_commitdate": "1995-09-17", "l_receiptdate": "1995-10-03", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "s cajole blit" }
+{ "l_orderkey": 5668, "l_partkey": 4, "l_suppkey": 9, "l_linenumber": 1, "l_quantity": 15, "l_extendedprice": 13560.0d, "l_discount": 0.03d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-04-06", "l_commitdate": "1995-05-12", "l_receiptdate": "1995-04-17", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": " the express, pending requests. bo" }
+{ "l_orderkey": 5669, "l_partkey": 191, "l_suppkey": 2, "l_linenumber": 1, "l_quantity": 7, "l_extendedprice": 7638.33d, "l_discount": 0.06d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-06-19", "l_commitdate": "1996-07-07", "l_receiptdate": "1996-07-11", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "yly regular requests lose blithely. careful" }
+{ "l_orderkey": 5669, "l_partkey": 156, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 2, "l_extendedprice": 2112.3d, "l_discount": 0.06d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-08-04", "l_commitdate": "1996-06-15", "l_receiptdate": "1996-08-20", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": " blithely excuses. slyly" }
+{ "l_orderkey": 5669, "l_partkey": 158, "l_suppkey": 9, "l_linenumber": 3, "l_quantity": 40, "l_extendedprice": 42326.0d, "l_discount": 0.0d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-08-30", "l_commitdate": "1996-06-15", "l_receiptdate": "1996-09-07", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "ar accounts alongside of the final, p" }
+{ "l_orderkey": 5669, "l_partkey": 90, "l_suppkey": 1, "l_linenumber": 4, "l_quantity": 31, "l_extendedprice": 30692.79d, "l_discount": 0.04d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-08-05", "l_commitdate": "1996-06-10", "l_receiptdate": "1996-08-29", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "to beans against the regular depo" }
+{ "l_orderkey": 5669, "l_partkey": 140, "l_suppkey": 6, "l_linenumber": 5, "l_quantity": 30, "l_extendedprice": 31204.2d, "l_discount": 0.07d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-07-14", "l_commitdate": "1996-07-28", "l_receiptdate": "1996-08-10", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "l accounts. care" }
+{ "l_orderkey": 5670, "l_partkey": 90, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 27, "l_extendedprice": 26732.43d, "l_discount": 0.1d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-05-09", "l_commitdate": "1993-05-30", "l_receiptdate": "1993-06-06", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": " ideas promise bli" }
+{ "l_orderkey": 5670, "l_partkey": 186, "l_suppkey": 7, "l_linenumber": 2, "l_quantity": 43, "l_extendedprice": 46705.74d, "l_discount": 0.06d, "l_tax": 0.0d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-07-09", "l_commitdate": "1993-06-03", "l_receiptdate": "1993-07-14", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "ests in place of the carefully sly depos" }
+{ "l_orderkey": 5670, "l_partkey": 7, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 24, "l_extendedprice": 21768.0d, "l_discount": 0.09d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-07-17", "l_commitdate": "1993-07-01", "l_receiptdate": "1993-08-03", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "press, express requests haggle" }
+{ "l_orderkey": 5670, "l_partkey": 142, "l_suppkey": 9, "l_linenumber": 4, "l_quantity": 11, "l_extendedprice": 11463.54d, "l_discount": 0.06d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-07-11", "l_commitdate": "1993-06-26", "l_receiptdate": "1993-07-24", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "etect furiously among the even pin" }
+{ "l_orderkey": 5671, "l_partkey": 120, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 25, "l_extendedprice": 25503.0d, "l_discount": 0.0d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-04-17", "l_commitdate": "1998-03-28", "l_receiptdate": "1998-05-06", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "cording to the quickly final requests-- " }
+{ "l_orderkey": 5671, "l_partkey": 129, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 46, "l_extendedprice": 47339.52d, "l_discount": 0.05d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-03-28", "l_commitdate": "1998-04-22", "l_receiptdate": "1998-04-19", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "lar pinto beans detect care" }
+{ "l_orderkey": 5671, "l_partkey": 172, "l_suppkey": 10, "l_linenumber": 3, "l_quantity": 13, "l_extendedprice": 13938.21d, "l_discount": 0.1d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-03-02", "l_commitdate": "1998-04-03", "l_receiptdate": "1998-03-08", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "bold theodolites about" }
+{ "l_orderkey": 5671, "l_partkey": 111, "l_suppkey": 1, "l_linenumber": 4, "l_quantity": 42, "l_extendedprice": 42466.62d, "l_discount": 0.0d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-02-17", "l_commitdate": "1998-04-24", "l_receiptdate": "1998-03-17", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "carefully slyly special deposit" }
+{ "l_orderkey": 5671, "l_partkey": 129, "l_suppkey": 4, "l_linenumber": 5, "l_quantity": 13, "l_extendedprice": 13378.56d, "l_discount": 0.09d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-04-24", "l_commitdate": "1998-03-26", "l_receiptdate": "1998-04-27", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "ers according to the ironic, unusual excu" }
+{ "l_orderkey": 5671, "l_partkey": 114, "l_suppkey": 1, "l_linenumber": 6, "l_quantity": 30, "l_extendedprice": 30423.3d, "l_discount": 0.09d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-06-06", "l_commitdate": "1998-04-15", "l_receiptdate": "1998-07-01", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "fily ironi" }
+{ "l_orderkey": 5696, "l_partkey": 137, "l_suppkey": 3, "l_linenumber": 1, "l_quantity": 28, "l_extendedprice": 29039.64d, "l_discount": 0.03d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-07-03", "l_commitdate": "1995-06-14", "l_receiptdate": "1995-07-27", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": " the fluffily brave pearls " }
+{ "l_orderkey": 5696, "l_partkey": 59, "l_suppkey": 1, "l_linenumber": 2, "l_quantity": 46, "l_extendedprice": 44116.3d, "l_discount": 0.01d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-08-10", "l_commitdate": "1995-07-08", "l_receiptdate": "1995-08-25", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "ter the instruct" }
+{ "l_orderkey": 5696, "l_partkey": 167, "l_suppkey": 2, "l_linenumber": 3, "l_quantity": 42, "l_extendedprice": 44820.72d, "l_discount": 0.04d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "F", "l_shipdate": "1995-06-06", "l_commitdate": "1995-06-11", "l_receiptdate": "1995-06-19", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "te furious" }
+{ "l_orderkey": 5696, "l_partkey": 98, "l_suppkey": 10, "l_linenumber": 4, "l_quantity": 20, "l_extendedprice": 19961.8d, "l_discount": 0.08d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-06-25", "l_commitdate": "1995-07-18", "l_receiptdate": "1995-07-16", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "silent, pending ideas sleep fluffil" }
+{ "l_orderkey": 5696, "l_partkey": 124, "l_suppkey": 9, "l_linenumber": 5, "l_quantity": 19, "l_extendedprice": 19458.28d, "l_discount": 0.07d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-08-31", "l_commitdate": "1995-06-13", "l_receiptdate": "1995-09-10", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "unusual requests sleep furiously ru" }
+{ "l_orderkey": 5696, "l_partkey": 132, "l_suppkey": 8, "l_linenumber": 6, "l_quantity": 37, "l_extendedprice": 38188.81d, "l_discount": 0.04d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-07-21", "l_commitdate": "1995-06-23", "l_receiptdate": "1995-08-19", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": " carefully expres" }
+{ "l_orderkey": 5696, "l_partkey": 102, "l_suppkey": 9, "l_linenumber": 7, "l_quantity": 6, "l_extendedprice": 6012.6d, "l_discount": 0.07d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-08-03", "l_commitdate": "1995-07-15", "l_receiptdate": "1995-09-01", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "n patterns lose slyly fina" }
+{ "l_orderkey": 5697, "l_partkey": 55, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 24, "l_extendedprice": 22921.2d, "l_discount": 0.1d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-10-27", "l_commitdate": "1992-11-28", "l_receiptdate": "1992-11-20", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "uffily iro" }
+{ "l_orderkey": 5697, "l_partkey": 16, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 43, "l_extendedprice": 39388.43d, "l_discount": 0.06d, "l_tax": 0.02d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-12-08", "l_commitdate": "1992-12-03", "l_receiptdate": "1992-12-17", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "blithely reg" }
+{ "l_orderkey": 5697, "l_partkey": 56, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 42, "l_extendedprice": 40154.1d, "l_discount": 0.03d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-12-19", "l_commitdate": "1992-12-08", "l_receiptdate": "1993-01-03", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "inal theodolites cajole after the bli" }
+{ "l_orderkey": 5698, "l_partkey": 11, "l_suppkey": 8, "l_linenumber": 1, "l_quantity": 30, "l_extendedprice": 27330.3d, "l_discount": 0.01d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-05-26", "l_commitdate": "1994-08-16", "l_receiptdate": "1994-06-19", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "its. quickly regular foxes aro" }
+{ "l_orderkey": 5698, "l_partkey": 163, "l_suppkey": 4, "l_linenumber": 2, "l_quantity": 25, "l_extendedprice": 26579.0d, "l_discount": 0.08d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-08-06", "l_commitdate": "1994-06-21", "l_receiptdate": "1994-08-25", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": " asymptotes sleep slyly above the" }
+{ "l_orderkey": 5698, "l_partkey": 155, "l_suppkey": 3, "l_linenumber": 3, "l_quantity": 45, "l_extendedprice": 47481.75d, "l_discount": 0.03d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-06-23", "l_commitdate": "1994-08-13", "l_receiptdate": "1994-07-02", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "ng excuses. slyly express asymptotes" }
+{ "l_orderkey": 5698, "l_partkey": 58, "l_suppkey": 6, "l_linenumber": 4, "l_quantity": 15, "l_extendedprice": 14370.75d, "l_discount": 0.07d, "l_tax": 0.08d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-06-29", "l_commitdate": "1994-07-03", "l_receiptdate": "1994-07-02", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "ly ironic frets haggle carefully " }
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+{ "l_orderkey": 5824, "l_partkey": 73, "l_suppkey": 1, "l_linenumber": 3, "l_quantity": 16, "l_extendedprice": 15569.12d, "l_discount": 0.03d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-02-13", "l_commitdate": "1997-01-07", "l_receiptdate": "1997-02-17", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "sly express Ti" }
+{ "l_orderkey": 5824, "l_partkey": 92, "l_suppkey": 5, "l_linenumber": 4, "l_quantity": 32, "l_extendedprice": 31746.88d, "l_discount": 0.03d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-02-16", "l_commitdate": "1997-01-24", "l_receiptdate": "1997-02-20", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "ven requests. " }
+{ "l_orderkey": 5824, "l_partkey": 107, "l_suppkey": 8, "l_linenumber": 5, "l_quantity": 44, "l_extendedprice": 44312.4d, "l_discount": 0.08d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-24", "l_commitdate": "1997-01-31", "l_receiptdate": "1997-02-11", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "fily fluffily bold" }
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+{ "l_orderkey": 5827, "l_partkey": 103, "l_suppkey": 6, "l_linenumber": 2, "l_quantity": 23, "l_extendedprice": 23071.3d, "l_discount": 0.09d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-11-16", "l_commitdate": "1998-09-14", "l_receiptdate": "1998-11-17", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "ans. furiously special instruct" }
+{ "l_orderkey": 5827, "l_partkey": 164, "l_suppkey": 1, "l_linenumber": 3, "l_quantity": 3, "l_extendedprice": 3192.48d, "l_discount": 0.03d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-10-17", "l_commitdate": "1998-09-29", "l_receiptdate": "1998-10-28", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "uses eat along the furiously" }
+{ "l_orderkey": 5827, "l_partkey": 200, "l_suppkey": 1, "l_linenumber": 4, "l_quantity": 26, "l_extendedprice": 28605.2d, "l_discount": 0.06d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-07-29", "l_commitdate": "1998-09-24", "l_receiptdate": "1998-07-30", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "arefully special packages wake thin" }
+{ "l_orderkey": 5827, "l_partkey": 112, "l_suppkey": 9, "l_linenumber": 5, "l_quantity": 38, "l_extendedprice": 38460.18d, "l_discount": 0.03d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-10-18", "l_commitdate": "1998-08-27", "l_receiptdate": "1998-10-23", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "ly ruthless accounts" }
+{ "l_orderkey": 5827, "l_partkey": 17, "l_suppkey": 4, "l_linenumber": 6, "l_quantity": 14, "l_extendedprice": 12838.14d, "l_discount": 0.05d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-08-31", "l_commitdate": "1998-09-06", "l_receiptdate": "1998-09-13", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "rges. fluffily pending " }
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+{ "l_orderkey": 5828, "l_partkey": 158, "l_suppkey": 3, "l_linenumber": 2, "l_quantity": 37, "l_extendedprice": 39151.55d, "l_discount": 0.01d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-06-07", "l_commitdate": "1994-05-30", "l_receiptdate": "1994-06-17", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "e carefully spec" }
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+{ "l_orderkey": 5829, "l_partkey": 129, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 6, "l_extendedprice": 6174.72d, "l_discount": 0.05d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-22", "l_commitdate": "1997-03-12", "l_receiptdate": "1997-02-02", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "sts. slyly special fo" }
+{ "l_orderkey": 5829, "l_partkey": 90, "l_suppkey": 1, "l_linenumber": 4, "l_quantity": 42, "l_extendedprice": 41583.78d, "l_discount": 0.02d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-03-26", "l_commitdate": "1997-04-01", "l_receiptdate": "1997-03-30", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "pearls. slyly bold deposits solve final" }
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+{ "l_orderkey": 5829, "l_partkey": 78, "l_suppkey": 9, "l_linenumber": 7, "l_quantity": 27, "l_extendedprice": 26407.89d, "l_discount": 0.08d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-02-25", "l_commitdate": "1997-03-31", "l_receiptdate": "1997-03-03", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "ns about the excuses are c" }
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+{ "l_orderkey": 5831, "l_partkey": 74, "l_suppkey": 3, "l_linenumber": 2, "l_quantity": 33, "l_extendedprice": 32144.31d, "l_discount": 0.04d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-11-20", "l_commitdate": "1997-01-18", "l_receiptdate": "1996-12-18", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": " instructions wake. slyly sil" }
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+{ "l_orderkey": 5831, "l_partkey": 43, "l_suppkey": 4, "l_linenumber": 5, "l_quantity": 37, "l_extendedprice": 34892.48d, "l_discount": 0.05d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-17", "l_commitdate": "1997-02-08", "l_receiptdate": "1997-02-01", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "uriously even requests" }
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+{ "l_orderkey": 5856, "l_partkey": 153, "l_suppkey": 4, "l_linenumber": 3, "l_quantity": 39, "l_extendedprice": 41072.85d, "l_discount": 0.05d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-01-18", "l_commitdate": "1995-01-11", "l_receiptdate": "1995-01-19", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "uickly quickly fluffy in" }
+{ "l_orderkey": 5857, "l_partkey": 58, "l_suppkey": 9, "l_linenumber": 1, "l_quantity": 25, "l_extendedprice": 23951.25d, "l_discount": 0.03d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-12-02", "l_commitdate": "1997-12-17", "l_receiptdate": "1997-12-08", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "ding platelets. pending excu" }
+{ "l_orderkey": 5857, "l_partkey": 195, "l_suppkey": 9, "l_linenumber": 2, "l_quantity": 50, "l_extendedprice": 54759.5d, "l_discount": 0.06d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-12-04", "l_commitdate": "1997-12-16", "l_receiptdate": "1997-12-20", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "y regular d" }
+{ "l_orderkey": 5857, "l_partkey": 68, "l_suppkey": 3, "l_linenumber": 3, "l_quantity": 1, "l_extendedprice": 968.06d, "l_discount": 0.03d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-02-01", "l_commitdate": "1997-12-09", "l_receiptdate": "1998-02-20", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "instructions detect final reques" }
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+{ "l_orderkey": 5987, "l_partkey": 97, "l_suppkey": 1, "l_linenumber": 4, "l_quantity": 37, "l_extendedprice": 36892.33d, "l_discount": 0.08d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-10-15", "l_commitdate": "1996-10-27", "l_receiptdate": "1996-11-09", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": "le furiously carefully special " }
+{ "l_orderkey": 5988, "l_partkey": 172, "l_suppkey": 1, "l_linenumber": 1, "l_quantity": 41, "l_extendedprice": 43958.97d, "l_discount": 0.08d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-01-20", "l_commitdate": "1994-02-06", "l_receiptdate": "1994-02-10", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "the pending, express reque" }
diff --git a/asterix-app/src/test/resources/runtimets/results/failure/insert-rtree.adm b/asterix-app/src/test/resources/runtimets/results/failure/insert-rtree.adm
new file mode 100644
index 0000000..3ca4ebe
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/failure/insert-rtree.adm
@@ -0,0 +1,979 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/failure/insert.adm b/asterix-app/src/test/resources/runtimets/results/failure/insert.adm
new file mode 100644
index 0000000..b513361
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/failure/insert.adm
@@ -0,0 +1,1004 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/failure/q1_pricing_summary_report_failure.adm b/asterix-app/src/test/resources/runtimets/results/failure/q1_pricing_summary_report_failure.adm
new file mode 100644
index 0000000..933d745
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/failure/q1_pricing_summary_report_failure.adm
@@ -0,0 +1,4 @@
+{ "l_returnflag": "A", "l_linestatus": "F", "sum_qty": 37474.0d, "sum_base_price": 3.756962463999998E7d, "sum_disc_price": 3.5676192096999995E7d, "sum_charge": 3.710141622242404E7d, "ave_qty": 25.354533152909337d, "ave_price": 25419.231826792948d, "ave_disc": 0.050866035182679493d, "count_order": 1478 }
+{ "l_returnflag": "N", "l_linestatus": "F", "sum_qty": 1041.0d, "sum_base_price": 1041301.07d, "sum_disc_price": 999060.8979999998d, "sum_charge": 1036450.80228d, "ave_qty": 27.394736842105264d, "ave_price": 27402.659736842103d, "ave_disc": 0.042894736842105284d, "count_order": 38 }
+{ "l_returnflag": "N", "l_linestatus": "O", "sum_qty": 75168.0d, "sum_base_price": 7.538495536999969E7d, "sum_disc_price": 7.165316630340016E7d, "sum_charge": 7.449879813307281E7d, "ave_qty": 25.558653519211152d, "ave_price": 25632.422771166166d, "ave_disc": 0.04969738184291069d, "count_order": 2941 }
+{ "l_returnflag": "R", "l_linestatus": "F", "sum_qty": 36511.0d, "sum_base_price": 3.657084124E7d, "sum_disc_price": 3.473847287580004E7d, "sum_charge": 3.616906011219294E7d, "ave_qty": 25.059025394646532d, "ave_price": 25100.09693891558d, "ave_disc": 0.050027453671928686d, "count_order": 1457 }
diff --git a/asterix-app/src/test/resources/runtimets/results/float_01.adm b/asterix-app/src/test/resources/runtimets/results/float_01.adm
new file mode 100644
index 0000000..0b7b314
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/float_01.adm
@@ -0,0 +1,6 @@
+1.0f
+1.0f
+1.1f
+1.1f
+0.1f
+0.1f
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-1_1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-1_1.adm
new file mode 100644
index 0000000..8b231c5
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-1_1.adm
@@ -0,0 +1,302 @@
+-2100346009
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-1_2.1.1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-1_2.1.1.adm
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-1_2.1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-1_2.1.adm
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-1_2.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-1_2.adm
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2.1_5.3.1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2.1_5.3.1.adm
new file mode 100644
index 0000000..e2eb27d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2.1_5.3.1.adm
@@ -0,0 +1,442 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2.2.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2.2.adm
new file mode 100644
index 0000000..e2eb27d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2.2.adm
@@ -0,0 +1,442 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_1.adm
new file mode 100644
index 0000000..7b38dee
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_1.adm
@@ -0,0 +1,100 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_2.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_2.adm
new file mode 100644
index 0000000..7b38dee
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_2.adm
@@ -0,0 +1,100 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_3.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_3.adm
new file mode 100644
index 0000000..7b38dee
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_3.adm
@@ -0,0 +1,100 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_4.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_4.adm
new file mode 100644
index 0000000..7b38dee
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_4.adm
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_5.1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_5.1.adm
new file mode 100644
index 0000000..633fa5b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_5.1.adm
@@ -0,0 +1,100 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_5.2.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_5.2.adm
new file mode 100644
index 0000000..633fa5b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_5.2.adm
@@ -0,0 +1,100 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_5.3.1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_5.3.1.adm
new file mode 100644
index 0000000..633fa5b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_5.3.1.adm
@@ -0,0 +1,100 @@
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new file mode 100644
index 0000000..633fa5b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_5.3.adm
@@ -0,0 +1,100 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_5.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_5.adm
new file mode 100644
index 0000000..633fa5b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-2_5.adm
@@ -0,0 +1,100 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-3_1.1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-3_1.1.adm
new file mode 100644
index 0000000..a10e906
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-3_1.1.adm
@@ -0,0 +1,13 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-3_1.2.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-3_1.2.adm
new file mode 100644
index 0000000..a10e906
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-3_1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-3_1.adm
new file mode 100644
index 0000000..a10e906
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-aqlplus_1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-aqlplus_1.adm
new file mode 100644
index 0000000..b79bfe0
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-aqlplus_1.adm
@@ -0,0 +1,13 @@
+{ "dblp": { "id": 21, "dblpid": "books/acm/kim95/MengY95", "title": "Query Processing in Multidatabase Systems.", "authors": "Weiyi Meng Clement T. Yu", "misc": "2002-01-03 551-572 1995 Modern Database Systems db/books/collections/kim95.html#MengY95" }, "dblp2": { "id": 24, "dblpid": "books/acm/kim95/OzsuB95", "title": "Query Processing in Object-Oriented Database Systems.", "authors": "M. Tamer Özsu José A. Blakeley", "misc": "2002-01-03 146-174 1995 Modern Database Systems db/books/collections/kim95.html#OzsuB95" } }
+{ "dblp": { "id": 81, "dblpid": "journals/siamcomp/AspnesW96", "title": "Randomized Consensus in Expected O(n log² n) Operations Per Processor.", "authors": "James Aspnes Orli Waarts", "misc": "2002-01-03 1024-1044 1996 25 SIAM J. Comput. 5 db/journals/siamcomp/siamcomp25.html#AspnesW96" }, "dblp2": { "id": 82, "dblpid": "conf/focs/AspnesW92", "title": "Randomized Consensus in Expected O(n log ^2 n) Operations Per Processor", "authors": "James Aspnes Orli Waarts", "misc": "2006-04-25 137-146 conf/focs/FOCS33 1992 FOCS db/conf/focs/focs92.html#AspnesW92" } }
+{ "dblp": { "id": 83, "dblpid": "journals/siamcomp/Bloniarz83", "title": "A Shortest-Path Algorithm with Expected Time O(n² log n log* n).", "authors": "Peter A. Bloniarz", "misc": "2002-01-03 588-600 1983 12 SIAM J. Comput. 3 db/journals/siamcomp/siamcomp12.html#Bloniarz83" }, "dblp2": { "id": 84, "dblpid": "conf/stoc/Bloniarz80", "title": "A Shortest-Path Algorithm with Expected Time O(n^2 log n log ^* n)", "authors": "Peter A. Bloniarz", "misc": "2006-04-25 378-384 conf/stoc/STOC12 1980 STOC db/conf/stoc/stoc80.html#Bloniarz80" } }
+{ "dblp": { "id": 83, "dblpid": "journals/siamcomp/Bloniarz83", "title": "A Shortest-Path Algorithm with Expected Time O(n² log n log* n).", "authors": "Peter A. Bloniarz", "misc": "2002-01-03 588-600 1983 12 SIAM J. Comput. 3 db/journals/siamcomp/siamcomp12.html#Bloniarz83" }, "dblp2": { "id": 87, "dblpid": "journals/siamcomp/MoffatT87", "title": "An All Pairs Shortest Path Algorithm with Expected Time O(n² log n).", "authors": "Alistair Moffat Tadao Takaoka", "misc": "2002-01-03 1023-1031 1987 16 SIAM J. Comput. 6 db/journals/siamcomp/siamcomp16.html#MoffatT87" } }
+{ "dblp": { "id": 83, "dblpid": "journals/siamcomp/Bloniarz83", "title": "A Shortest-Path Algorithm with Expected Time O(n² log n log* n).", "authors": "Peter A. Bloniarz", "misc": "2002-01-03 588-600 1983 12 SIAM J. Comput. 3 db/journals/siamcomp/siamcomp12.html#Bloniarz83" }, "dblp2": { "id": 88, "dblpid": "conf/focs/MoffatT85", "title": "An All Pairs Shortest Path Algorithm with Expected Running Time O(n^2 log n)", "authors": "Alistair Moffat Tadao Takaoka", "misc": "2006-04-25 101-105 conf/focs/FOCS26 1985 FOCS db/conf/focs/focs85.html#MoffatT85" } }
+{ "dblp": { "id": 84, "dblpid": "conf/stoc/Bloniarz80", "title": "A Shortest-Path Algorithm with Expected Time O(n^2 log n log ^* n)", "authors": "Peter A. Bloniarz", "misc": "2006-04-25 378-384 conf/stoc/STOC12 1980 STOC db/conf/stoc/stoc80.html#Bloniarz80" }, "dblp2": { "id": 87, "dblpid": "journals/siamcomp/MoffatT87", "title": "An All Pairs Shortest Path Algorithm with Expected Time O(n² log n).", "authors": "Alistair Moffat Tadao Takaoka", "misc": "2002-01-03 1023-1031 1987 16 SIAM J. Comput. 6 db/journals/siamcomp/siamcomp16.html#MoffatT87" } }
+{ "dblp": { "id": 84, "dblpid": "conf/stoc/Bloniarz80", "title": "A Shortest-Path Algorithm with Expected Time O(n^2 log n log ^* n)", "authors": "Peter A. Bloniarz", "misc": "2006-04-25 378-384 conf/stoc/STOC12 1980 STOC db/conf/stoc/stoc80.html#Bloniarz80" }, "dblp2": { "id": 88, "dblpid": "conf/focs/MoffatT85", "title": "An All Pairs Shortest Path Algorithm with Expected Running Time O(n^2 log n)", "authors": "Alistair Moffat Tadao Takaoka", "misc": "2006-04-25 101-105 conf/focs/FOCS26 1985 FOCS db/conf/focs/focs85.html#MoffatT85" } }
+{ "dblp": { "id": 85, "dblpid": "journals/siamcomp/Megiddo83a", "title": "Linear-Time Algorithms for Linear Programming in R³ and Related Problems.", "authors": "Nimrod Megiddo", "misc": "2002-01-03 759-776 1983 12 SIAM J. Comput. 4 db/journals/siamcomp/siamcomp12.html#Megiddo83a" }, "dblp2": { "id": 86, "dblpid": "conf/focs/Megiddo82", "title": "Linear-Time Algorithms for Linear Programming in R^3 and Related Problems", "authors": "Nimrod Megiddo", "misc": "2006-04-25 329-338 conf/focs/FOCS23 1982 FOCS db/conf/focs/focs82.html#Megiddo82" } }
+{ "dblp": { "id": 87, "dblpid": "journals/siamcomp/MoffatT87", "title": "An All Pairs Shortest Path Algorithm with Expected Time O(n² log n).", "authors": "Alistair Moffat Tadao Takaoka", "misc": "2002-01-03 1023-1031 1987 16 SIAM J. Comput. 6 db/journals/siamcomp/siamcomp16.html#MoffatT87" }, "dblp2": { "id": 88, "dblpid": "conf/focs/MoffatT85", "title": "An All Pairs Shortest Path Algorithm with Expected Running Time O(n^2 log n)", "authors": "Alistair Moffat Tadao Takaoka", "misc": "2006-04-25 101-105 conf/focs/FOCS26 1985 FOCS db/conf/focs/focs85.html#MoffatT85" } }
+{ "dblp": { "id": 89, "dblpid": "conf/icip/SchonfeldL98", "title": "VORTEX  Video Retrieval and Tracking from Compressed Multimedia Databases.", "authors": "Dan Schonfeld Dan Lelescu", "misc": "2002-11-05 123-127 1998 ICIP (3) db/conf/icip/icip1998-3.html#SchonfeldL98" }, "dblp2": { "id": 90, "dblpid": "conf/hicss/SchonfeldL99", "title": "VORTEX  Video Retrieval and Tracking from Compressed Multimedia Databases ¾ Visual Search Engine.", "authors": "Dan Schonfeld Dan Lelescu", "misc": "2002-01-03 1999 HICSS http //computer.org/proceedings/hicss/0001/00013/00013006abs.htm db/conf/hicss/hicss1999-3.html#SchonfeldL99" } }
+{ "dblp": { "id": 91, "dblpid": "journals/corr/abs-0802-2861", "title": "Geometric Set Cover and Hitting Sets for Polytopes in $R^3$", "authors": "Sören Laue", "misc": "2008-03-03 http //arxiv.org/abs/0802.2861 2008 CoRR abs/0802.2861 db/journals/corr/corr0802.html#abs-0802-2861 informal publication" }, "dblp2": { "id": 92, "dblpid": "conf/stacs/Laue08", "title": "Geometric Set Cover and Hitting Sets for Polytopes in R³.", "authors": "Sören Laue", "misc": "2008-03-04 2008 STACS 479-490 http //drops.dagstuhl.de/opus/volltexte/2008/1367 conf/stacs/2008 db/conf/stacs/stacs2008.html#Laue08" } }
+{ "dblp": { "id": 95, "dblpid": "journals/jacm/GalilHLSW87", "title": "An O(n³log n) deterministic and an O(n³) Las Vegs isomorphism test for trivalent graphs.", "authors": "Zvi Galil Christoph M. Hoffmann Eugene M. Luks Claus-Peter Schnorr Andreas Weber", "misc": "2003-11-20 513-531 1987 34 J. ACM 3 http //doi.acm.org/10.1145/28869.28870 db/journals/jacm/jacm34.html#GalilHLSW87" }, "dblp2": { "id": 96, "dblpid": "conf/focs/GalilHLSW82", "title": "An O(n^3 log n) Deterministic and an O(n^3) Probabilistic Isomorphism Test for Trivalent Graphs", "authors": "Zvi Galil Christoph M. Hoffmann Eugene M. Luks Claus-Peter Schnorr Andreas Weber", "misc": "2006-04-25 118-125 conf/focs/FOCS23 1982 FOCS db/conf/focs/focs82.html#GalilHLSW82" } }
+{ "dblp": { "id": 97, "dblpid": "journals/jacm/GalilT88", "title": "An O(n²(m + n log n)log n) min-cost flow algorithm.", "authors": "Zvi Galil Éva Tardos", "misc": "2003-11-20 374-386 1988 35 J. ACM 2 http //doi.acm.org/10.1145/42282.214090 db/journals/jacm/jacm35.html#GalilT88" }, "dblp2": { "id": 98, "dblpid": "conf/focs/GalilT86", "title": "An O(n^2 (m + n log n) log n) Min-Cost Flow Algorithm", "authors": "Zvi Galil Éva Tardos", "misc": "2006-04-25 1-9 conf/focs/FOCS27 1986 FOCS db/conf/focs/focs86.html#GalilT86" } }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_1.adm
new file mode 100644
index 0000000..4e903d1
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_1.adm
@@ -0,0 +1,7 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_2.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_2.adm
new file mode 100644
index 0000000..4e903d1
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_2.adm
@@ -0,0 +1,7 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_3.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_3.adm
new file mode 100644
index 0000000..4e903d1
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_3.adm
@@ -0,0 +1,7 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_4.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_4.adm
new file mode 100644
index 0000000..4e903d1
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_4.adm
@@ -0,0 +1,7 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_5.1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_5.1.adm
new file mode 100644
index 0000000..4e903d1
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_5.1.adm
@@ -0,0 +1,7 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_5.2.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_5.2.adm
new file mode 100644
index 0000000..4e903d1
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_5.2.adm
@@ -0,0 +1,7 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_5.3.1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_5.3.1.adm
new file mode 100644
index 0000000..4e903d1
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_5.3.1.adm
@@ -0,0 +1,7 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_5.3.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_5.3.adm
new file mode 100644
index 0000000..4e903d1
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_5.3.adm
@@ -0,0 +1,7 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_5.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_5.adm
new file mode 100644
index 0000000..4e903d1
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_5.adm
@@ -0,0 +1,7 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_6.3.1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_6.3.1.adm
new file mode 100644
index 0000000..90cfa22
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-2_6.3.1.adm
@@ -0,0 +1,583 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_1.1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_1.1.adm
new file mode 100644
index 0000000..976454f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_1.1.adm
@@ -0,0 +1,7 @@
+{ "dblp": { "id": 1, "dblpid": "books/acm/kim95/AnnevelinkACFHK95", "title": "Object SQL - A Language for the Design and Implementation of Object Databases.", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Daniel H. Fishman Michael L. Heytens William Kent", "misc": "2002-01-03 42-68 1995 Modern Database Systems db/books/collections/kim95.html#AnnevelinkACFHK95" }, "csx": { "id": 1, "csxid": "oai CiteSeerXPSU 10.1.1.39.1830", "title": "Object SQL - A Language for the Design and Implementation of Object Databases", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Dan Fishman Mike Heytens William Kent", "misc": "2009-04-13 ly, a function application expression consists of two expressions  a function reference (labelled func_ref in Figure 3 line 2), and an argument (labelled arg). The func_ref expression evaluates to a (generic or specific) function identifier, which may be the same as the function that the expression is a part of, thus allowing recursive function invocations. The expression labelled arg evaluates to an arbitrary object or aggregate object. The semantics of evaluating function applications was discussed in detail in section 2. For example, to set the name of a person, we evaluate the following expression   FunAssign(function name.person) (p1,'John')  In this example, the first expression is itself a function call, applying the function FunAssign to the function name.person (an example of a specific function reference). This returns the oid of the function that sets a person's name, which is subsequently applied to a tuple of two elements, the oid of the person and the new name (a string o... CiteSeerX ACM Press 2009-04-13 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.39.1830 http //www.tu-chemnitz.de/~igrdb/docs/OpenODB/osql.ps.gz en 10.1.1.31.2534 10.1.1.28.4658 10.1.1.44.5947 10.1.1.39.199 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0d }
+{ "dblp": { "id": 5, "dblpid": "books/acm/kim95/DayalHW95", "title": "Active Database Systems.", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2002-01-03 434-456 1995 Modern Database Systems db/books/collections/kim95.html#DayalHW95" }, "csx": { "id": 98, "csxid": "oai CiteSeerXPSU 10.1.1.49.2910", "title": "Active Database Systems", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2009-04-12 In Won Kim editor Modern Database Systems The Object Model Integrating a production rules facility into a database system provides a uniform mechanism for a number of advanced database features including integrity constraint enforcement, derived data maintenance, triggers, alerters, protection, version control, and others. In addition, a database system with rule processing capabilities provides a useful platform for large and efficient knowledge-base and expert systems. Database systems with production rules are referred to as active database systems, and the field of active database systems has indeed been active. This chapter summarizes current work in active database systems  topics covered include active database rule models and languages, rule execution semantics, and implementation issues.  1 Introduction  Conventional database systems are passive  they only execute queries or transactions explicitly submitted by a user or an application program. For many applications, however, it is important to monitor situations of interest, and to ... CiteSeerX ACM Press 2009-04-12 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.2910 http //www-db.stanford.edu/pub/papers/book-chapter.ps en 10.1.1.17.1323 10.1.1.143.7196 10.1.1.50.3821 10.1.1.51.9946 10.1.1.41.2030 10.1.1.46.2504 10.1.1.52.4421 10.1.1.38.2083 10.1.1.34.661 10.1.1.103.7630 10.1.1.100.9015 10.1.1.97.1699 10.1.1.107.4220 10.1.1.47.9217 10.1.1.133.7157 10.1.1.101.5051 10.1.1.30.9989 10.1.1.53.6941 10.1.1.50.8529 10.1.1.133.4287 10.1.1.50.7278 10.1.1.10.1688 10.1.1.19.8669 10.1.1.44.7600 10.1.1.144.376 10.1.1.44.1348 10.1.1.47.9998 10.1.1.90.4428 10.1.1.108.344 10.1.1.48.9470 10.1.1.53.5472 10.1.1.52.4872 10.1.1.144.4965 10.1.1.31.7578 10.1.1.32.6426 10.1.1.58.6335 10.1.1.85.8052 10.1.1.93.1931 10.1.1.55.4610 10.1.1.21.3821 10.1.1.26.9208 10.1.1.31.4869 10.1.1.48.1833 10.1.1.83.8628 10.1.1.87.9318 10.1.1.90.2195 10.1.1.36.5184 10.1.1.21.1704 10.1.1.53.1733 10.1.1.90.3181 10.1.1.53.6783 10.1.1.52.6151 10.1.1.104.6911 10.1.1.105.1691 10.1.1.21.1984 10.1.1.23.2775 10.1.1.62.5556 10.1.1.68.9063 10.1.1.74.4746 10.1.1.78.5097 10.1.1.84.743 10.1.1.84.904 10.1.1.87.6019 10.1.1.88.3907 10.1.1.89.9631 10.1.1.90.4147 10.1.1.92.365 10.1.1.100.2747 10.1.1.98.5083 10.1.1.98.6663 10.1.1.99.1894 10.1.1.99.8174 10.1.1.133.8073 10.1.1.52.7823 10.1.1.39.5341 10.1.1.35.3458 10.1.1.26.4620 10.1.1.18.8936 10.1.1.19.3694 10.1.1.12.631 10.1.1.48.6394 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0d }
+{ "dblp": { "id": 21, "dblpid": "books/acm/kim95/MengY95", "title": "Query Processing in Multidatabase Systems.", "authors": "Weiyi Meng Clement T. Yu", "misc": "2002-01-03 551-572 1995 Modern Database Systems db/books/collections/kim95.html#MengY95" }, "csx": { "id": 89, "csxid": "oai CiteSeerXPSU 10.1.1.33.8596", "title": "Dynamic Query Optimization and Query Processing in Multidatabase Systems 1.", "authors": "Henryk Josinski", "misc": "2009-04-15 Introduction  The multidatabase system (MDBS) approach, as a solution for integrated access to information distributed among diverse data sources, has gained a lot of attention in recent years. The multidatabase system is a database system which integrates pre--existing databases allowing the users to access simultaneously database systems (DBMSs) formulating a global query based on a global schema.  The component DBMSs are assumed to be heterogeneous and autonomous. Heterogeneity refers to different user interfaces, data models, query languages, and query optimization strategies [5]. Local autonomy means that each DBMS retains complete control over local data and processing. As result of this, its cost model may not be available to the global query optimizer.  When a global query is submitted, it is decomposed into two types of queries [1]   -- subqueries, operating on sharable data items from local databases,  -- assembling queries, consisting of, CiteSeerX  2009-04-15 2007-11-22 2000 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.33.8596 http //www.edbt2000.uni-konstanz.de/phd-workshop/papers/Josinski.pdf en 10.1.1.27.4704 10.1.1.51.8352 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 0.5d }
+{ "dblp": { "id": 25, "dblpid": "books/acm/kim95/RusinkiewiczS95", "title": "Specification and Execution of Transactional Workflows.", "authors": "Marek Rusinkiewicz Amit P. Sheth", "misc": "2004-03-08 592-620 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#RusinkiewiczS95 1995" }, "csx": { "id": 88, "csxid": "oai CiteSeerXPSU 10.1.1.43.3839", "title": "Specification and Execution of Transactional Workflows", "authors": "Marek Rusinkiewicz Amit Sheth", "misc": "2009-04-13 The basic transaction model has evolved over time to incorporate more complex transaction structures  and to selectively modify the atomicity and isolation properties. In this chapter we discuss the application  of transaction concepts to activities that involve coordinated execution of multiple tasks (possibly of  different types) over different processing entities. Such applications are referred to as transactional  workflows. In this chapter we discuss the specification of such workflows and the issues involved in their  execution.  1 What is a Workflow?  Workflows are activities involving the coordinated execution of multiple tasks performed by different processing entities. A task defines some work to be done and can be specified in a number of ways, including a textual description in a file or an email, a form, a message, or a computer program. A processing entity that performs the tasks may be a person or a software system (e.g., a mailer, an application program, a database mana... CiteSeerX ACM Press 2009-04-13 2007-11-22 1995 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.43.3839 http //lsdis.cs.uga.edu/lib/././download/RS93.ps en 10.1.1.17.1323 10.1.1.59.5051 10.1.1.38.6210 10.1.1.68.7445 10.1.1.109.5175 10.1.1.17.7962 10.1.1.44.7778 10.1.1.112.244 10.1.1.13.7602 10.1.1.102.7874 10.1.1.41.4043 10.1.1.49.5143 10.1.1.41.7252 10.1.1.17.3225 10.1.1.54.7761 10.1.1.55.5255 10.1.1.108.958 10.1.1.35.7733 10.1.1.52.3682 10.1.1.36.1618 10.1.1.45.6317 10.1.1.43.3180 10.1.1.35.8718 10.1.1.44.6365 10.1.1.51.2883 10.1.1.50.9206 10.1.1.6.9085 10.1.1.30.1707 10.1.1.80.6634 10.1.1.49.355 10.1.1.127.3550 10.1.1.35.3562 10.1.1.137.8832 10.1.1.49.4085 10.1.1.41.5506 10.1.1.40.4657 10.1.1.43.2369 10.1.1.40.832 10.1.1.74.5411 10.1.1.90.4428 10.1.1.110.6967 10.1.1.27.2122 10.1.1.15.5605 10.1.1.54.727 10.1.1.49.7512 10.1.1.45.8796 10.1.1.50.5984 10.1.1.53.137 10.1.1.30.3262 10.1.1.28.1680 10.1.1.21.7110 10.1.1.29.3148 10.1.1.57.687 10.1.1.59.5924 10.1.1.46.2812 10.1.1.51.5552 10.1.1.17.7375 10.1.1.40.1598 10.1.1.52.9787 10.1.1.1.3496 10.1.1.50.6791 10.1.1.55.3358 10.1.1.137.7582 10.1.1.118.4127 10.1.1.49.3580 10.1.1.35.5825 10.1.1.46.9382 10.1.1.31.7411 10.1.1.48.5504 10.1.1.55.5163 10.1.1.18.1603 10.1.1.52.8129 10.1.1.1.9723 10.1.1.21.9113 10.1.1.49.7644 10.1.1.52.6646 10.1.1.75.3106 10.1.1.80.2072 10.1.1.55.8770 10.1.1.54.8188 10.1.1.101.7919 10.1.1.104.8176 10.1.1.24.5741 10.1.1.29.4667 10.1.1.4.1055 10.1.1.48.9175 10.1.1.56.792 10.1.1.65.3172 10.1.1.66.5947 10.1.1.73.8532 10.1.1.83.8299 10.1.1.86.8521 10.1.1.87.2402 10.1.1.87.4648 10.1.1.90.5638 10.1.1.91.1709 10.1.1.94.4248 10.1.1.114.511 10.1.1.119.5037 10.1.1.124.7957 10.1.1.49.215 10.1.1.53.7777 10.1.1.53.9711 10.1.1.45.9409 10.1.1.40.8789 10.1.1.43.4845 10.1.1.34.8273 10.1.1.35.4783 10.1.1.28.3176 10.1.1.16.8151 10.1.1.8.9117 10.1.1.58.3449 10.1.1.142.7041 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0d }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 92, "csxid": "oai CiteSeerXPSU 10.1.1.13.2374", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-17 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of o#ce information systems  it is costly and di#cult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"o#ce objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to o#ce software. In order to fully exploit the approach to achieve integrated o#ce systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments.  We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt to enhance productivity through, f CiteSeerX  2009-04-17 2007-11-21 1988 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.2374 http //www.iam.unibe.ch/~scg/Archive/OSG/Nier89bIntegOfficeSystems.pdf en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0d }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 93, "csxid": "oai CiteSeerXPSU 10.1.1.42.9253", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-11 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of office information systems  it is costly and difficult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"office objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to office software. In order to fully exploit the approach to achieve integrated office systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments. We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt t CiteSeerX ACM Press and Addison-Wesley 2009-04-11 2007-11-22 1988 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.42.9253 ftp //ftp.iam.unibe.ch/pub/scg/Papers/integratedOfficeSystems.ps.gz en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0d }
+{ "dblp": { "id": 54, "dblpid": "books/aw/kimL89/SteinLU89", "title": "A Shared View of Sharing  The Treaty of Orlando.", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2002-01-03 31-48 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#SteinLU89" }, "csx": { "id": 91, "csxid": "oai CiteSeerXPSU 10.1.1.55.482", "title": "A Shared View of Sharing  The Treaty of Orlando", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2009-04-12 Introduction For the past few years, researchers have been debating the relative merits of object-oriented languages with classes and inheritance as opposed to those with prototypes and delegation. It has become clear that the object-oriented programming language design space is not a dichotomy. Instead, we have identified two fundamental mechanisms---templates and  empathy---and several different independent degrees of freedom for each. Templates create new objects in their own image, providing guarantees about the similarity of group members. Empathy allows an object to act as if it were some other object, thus providing sharing of state and behavior. The Smalltalk-80  TM  language,  1  Actors, Lieberman's Delegation  system, Self, and Hybrid each take differing stands on the forms of templates  1  Smalltalk-80  TM  is a trademark of Par CiteSeerX ACM Press 2009-04-12 2007-11-22 1989 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.55.482 http //lcs.www.media.mit.edu/people/lieber/Lieberary/OOP/Treaty/Treaty.ps en 10.1.1.26.9545 10.1.1.118.6579 10.1.1.48.69 10.1.1.57.5195 10.1.1.9.570 10.1.1.47.511 10.1.1.127.5320 10.1.1.100.4334 10.1.1.5.3348 10.1.1.39.3374 10.1.1.56.4713 10.1.1.61.2065 10.1.1.27.3015 10.1.1.1.5960 10.1.1.67.5433 10.1.1.31.8109 10.1.1.68.4062 10.1.1.49.3986 10.1.1.122.9331 10.1.1.46.8283 10.1.1.54.5230 10.1.1.16.2055 10.1.1.137.5180 10.1.1.43.5722 10.1.1.68.2105 10.1.1.35.1247 10.1.1.30.1415 10.1.1.7.5014 10.1.1.102.3946 10.1.1.105.6469 10.1.1.26.223 10.1.1.26.8645 10.1.1.35.4104 10.1.1.39.6986 10.1.1.41.7822 10.1.1.42.9056 10.1.1.53.9325 10.1.1.71.1802 10.1.1.76.6993 10.1.1.89.9613 10.1.1.121.5599 10.1.1.122.3737 10.1.1.127.1894 10.1.1.55.5674 10.1.1.37.8260 10.1.1.2.2077 10.1.1.24.5782 10.1.1.19.780 10.1.1.2.4148 10.1.1.2.4173 10.1.1.131.902 10.1.1.30.2927 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0d }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_1.2.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_1.2.adm
new file mode 100644
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@@ -0,0 +1,7 @@
+{ "dblp": { "id": 1, "dblpid": "books/acm/kim95/AnnevelinkACFHK95", "title": "Object SQL - A Language for the Design and Implementation of Object Databases.", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Daniel H. Fishman Michael L. Heytens William Kent", "misc": "2002-01-03 42-68 1995 Modern Database Systems db/books/collections/kim95.html#AnnevelinkACFHK95" }, "csx": { "id": 1, "csxid": "oai CiteSeerXPSU 10.1.1.39.1830", "title": "Object SQL - A Language for the Design and Implementation of Object Databases", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Dan Fishman Mike Heytens William Kent", "misc": "2009-04-13 ly, a function application expression consists of two expressions  a function reference (labelled func_ref in Figure 3 line 2), and an argument (labelled arg). The func_ref expression evaluates to a (generic or specific) function identifier, which may be the same as the function that the expression is a part of, thus allowing recursive function invocations. The expression labelled arg evaluates to an arbitrary object or aggregate object. The semantics of evaluating function applications was discussed in detail in section 2. For example, to set the name of a person, we evaluate the following expression   FunAssign(function name.person) (p1,'John')  In this example, the first expression is itself a function call, applying the function FunAssign to the function name.person (an example of a specific function reference). This returns the oid of the function that sets a person's name, which is subsequently applied to a tuple of two elements, the oid of the person and the new name (a string o... CiteSeerX ACM Press 2009-04-13 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.39.1830 http //www.tu-chemnitz.de/~igrdb/docs/OpenODB/osql.ps.gz en 10.1.1.31.2534 10.1.1.28.4658 10.1.1.44.5947 10.1.1.39.199 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0d }
+{ "dblp": { "id": 5, "dblpid": "books/acm/kim95/DayalHW95", "title": "Active Database Systems.", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2002-01-03 434-456 1995 Modern Database Systems db/books/collections/kim95.html#DayalHW95" }, "csx": { "id": 98, "csxid": "oai CiteSeerXPSU 10.1.1.49.2910", "title": "Active Database Systems", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2009-04-12 In Won Kim editor Modern Database Systems The Object Model Integrating a production rules facility into a database system provides a uniform mechanism for a number of advanced database features including integrity constraint enforcement, derived data maintenance, triggers, alerters, protection, version control, and others. In addition, a database system with rule processing capabilities provides a useful platform for large and efficient knowledge-base and expert systems. Database systems with production rules are referred to as active database systems, and the field of active database systems has indeed been active. This chapter summarizes current work in active database systems  topics covered include active database rule models and languages, rule execution semantics, and implementation issues.  1 Introduction  Conventional database systems are passive  they only execute queries or transactions explicitly submitted by a user or an application program. For many applications, however, it is important to monitor situations of interest, and to ... CiteSeerX ACM Press 2009-04-12 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.2910 http //www-db.stanford.edu/pub/papers/book-chapter.ps en 10.1.1.17.1323 10.1.1.143.7196 10.1.1.50.3821 10.1.1.51.9946 10.1.1.41.2030 10.1.1.46.2504 10.1.1.52.4421 10.1.1.38.2083 10.1.1.34.661 10.1.1.103.7630 10.1.1.100.9015 10.1.1.97.1699 10.1.1.107.4220 10.1.1.47.9217 10.1.1.133.7157 10.1.1.101.5051 10.1.1.30.9989 10.1.1.53.6941 10.1.1.50.8529 10.1.1.133.4287 10.1.1.50.7278 10.1.1.10.1688 10.1.1.19.8669 10.1.1.44.7600 10.1.1.144.376 10.1.1.44.1348 10.1.1.47.9998 10.1.1.90.4428 10.1.1.108.344 10.1.1.48.9470 10.1.1.53.5472 10.1.1.52.4872 10.1.1.144.4965 10.1.1.31.7578 10.1.1.32.6426 10.1.1.58.6335 10.1.1.85.8052 10.1.1.93.1931 10.1.1.55.4610 10.1.1.21.3821 10.1.1.26.9208 10.1.1.31.4869 10.1.1.48.1833 10.1.1.83.8628 10.1.1.87.9318 10.1.1.90.2195 10.1.1.36.5184 10.1.1.21.1704 10.1.1.53.1733 10.1.1.90.3181 10.1.1.53.6783 10.1.1.52.6151 10.1.1.104.6911 10.1.1.105.1691 10.1.1.21.1984 10.1.1.23.2775 10.1.1.62.5556 10.1.1.68.9063 10.1.1.74.4746 10.1.1.78.5097 10.1.1.84.743 10.1.1.84.904 10.1.1.87.6019 10.1.1.88.3907 10.1.1.89.9631 10.1.1.90.4147 10.1.1.92.365 10.1.1.100.2747 10.1.1.98.5083 10.1.1.98.6663 10.1.1.99.1894 10.1.1.99.8174 10.1.1.133.8073 10.1.1.52.7823 10.1.1.39.5341 10.1.1.35.3458 10.1.1.26.4620 10.1.1.18.8936 10.1.1.19.3694 10.1.1.12.631 10.1.1.48.6394 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0d }
+{ "dblp": { "id": 21, "dblpid": "books/acm/kim95/MengY95", "title": "Query Processing in Multidatabase Systems.", "authors": "Weiyi Meng Clement T. Yu", "misc": "2002-01-03 551-572 1995 Modern Database Systems db/books/collections/kim95.html#MengY95" }, "csx": { "id": 89, "csxid": "oai CiteSeerXPSU 10.1.1.33.8596", "title": "Dynamic Query Optimization and Query Processing in Multidatabase Systems 1.", "authors": "Henryk Josinski", "misc": "2009-04-15 Introduction  The multidatabase system (MDBS) approach, as a solution for integrated access to information distributed among diverse data sources, has gained a lot of attention in recent years. The multidatabase system is a database system which integrates pre--existing databases allowing the users to access simultaneously database systems (DBMSs) formulating a global query based on a global schema.  The component DBMSs are assumed to be heterogeneous and autonomous. Heterogeneity refers to different user interfaces, data models, query languages, and query optimization strategies [5]. Local autonomy means that each DBMS retains complete control over local data and processing. As result of this, its cost model may not be available to the global query optimizer.  When a global query is submitted, it is decomposed into two types of queries [1]   -- subqueries, operating on sharable data items from local databases,  -- assembling queries, consisting of, CiteSeerX  2009-04-15 2007-11-22 2000 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.33.8596 http //www.edbt2000.uni-konstanz.de/phd-workshop/papers/Josinski.pdf en 10.1.1.27.4704 10.1.1.51.8352 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 0.5d }
+{ "dblp": { "id": 25, "dblpid": "books/acm/kim95/RusinkiewiczS95", "title": "Specification and Execution of Transactional Workflows.", "authors": "Marek Rusinkiewicz Amit P. Sheth", "misc": "2004-03-08 592-620 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#RusinkiewiczS95 1995" }, "csx": { "id": 88, "csxid": "oai CiteSeerXPSU 10.1.1.43.3839", "title": "Specification and Execution of Transactional Workflows", "authors": "Marek Rusinkiewicz Amit Sheth", "misc": "2009-04-13 The basic transaction model has evolved over time to incorporate more complex transaction structures  and to selectively modify the atomicity and isolation properties. In this chapter we discuss the application  of transaction concepts to activities that involve coordinated execution of multiple tasks (possibly of  different types) over different processing entities. Such applications are referred to as transactional  workflows. In this chapter we discuss the specification of such workflows and the issues involved in their  execution.  1 What is a Workflow?  Workflows are activities involving the coordinated execution of multiple tasks performed by different processing entities. A task defines some work to be done and can be specified in a number of ways, including a textual description in a file or an email, a form, a message, or a computer program. A processing entity that performs the tasks may be a person or a software system (e.g., a mailer, an application program, a database mana... CiteSeerX ACM Press 2009-04-13 2007-11-22 1995 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.43.3839 http //lsdis.cs.uga.edu/lib/././download/RS93.ps en 10.1.1.17.1323 10.1.1.59.5051 10.1.1.38.6210 10.1.1.68.7445 10.1.1.109.5175 10.1.1.17.7962 10.1.1.44.7778 10.1.1.112.244 10.1.1.13.7602 10.1.1.102.7874 10.1.1.41.4043 10.1.1.49.5143 10.1.1.41.7252 10.1.1.17.3225 10.1.1.54.7761 10.1.1.55.5255 10.1.1.108.958 10.1.1.35.7733 10.1.1.52.3682 10.1.1.36.1618 10.1.1.45.6317 10.1.1.43.3180 10.1.1.35.8718 10.1.1.44.6365 10.1.1.51.2883 10.1.1.50.9206 10.1.1.6.9085 10.1.1.30.1707 10.1.1.80.6634 10.1.1.49.355 10.1.1.127.3550 10.1.1.35.3562 10.1.1.137.8832 10.1.1.49.4085 10.1.1.41.5506 10.1.1.40.4657 10.1.1.43.2369 10.1.1.40.832 10.1.1.74.5411 10.1.1.90.4428 10.1.1.110.6967 10.1.1.27.2122 10.1.1.15.5605 10.1.1.54.727 10.1.1.49.7512 10.1.1.45.8796 10.1.1.50.5984 10.1.1.53.137 10.1.1.30.3262 10.1.1.28.1680 10.1.1.21.7110 10.1.1.29.3148 10.1.1.57.687 10.1.1.59.5924 10.1.1.46.2812 10.1.1.51.5552 10.1.1.17.7375 10.1.1.40.1598 10.1.1.52.9787 10.1.1.1.3496 10.1.1.50.6791 10.1.1.55.3358 10.1.1.137.7582 10.1.1.118.4127 10.1.1.49.3580 10.1.1.35.5825 10.1.1.46.9382 10.1.1.31.7411 10.1.1.48.5504 10.1.1.55.5163 10.1.1.18.1603 10.1.1.52.8129 10.1.1.1.9723 10.1.1.21.9113 10.1.1.49.7644 10.1.1.52.6646 10.1.1.75.3106 10.1.1.80.2072 10.1.1.55.8770 10.1.1.54.8188 10.1.1.101.7919 10.1.1.104.8176 10.1.1.24.5741 10.1.1.29.4667 10.1.1.4.1055 10.1.1.48.9175 10.1.1.56.792 10.1.1.65.3172 10.1.1.66.5947 10.1.1.73.8532 10.1.1.83.8299 10.1.1.86.8521 10.1.1.87.2402 10.1.1.87.4648 10.1.1.90.5638 10.1.1.91.1709 10.1.1.94.4248 10.1.1.114.511 10.1.1.119.5037 10.1.1.124.7957 10.1.1.49.215 10.1.1.53.7777 10.1.1.53.9711 10.1.1.45.9409 10.1.1.40.8789 10.1.1.43.4845 10.1.1.34.8273 10.1.1.35.4783 10.1.1.28.3176 10.1.1.16.8151 10.1.1.8.9117 10.1.1.58.3449 10.1.1.142.7041 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0d }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 92, "csxid": "oai CiteSeerXPSU 10.1.1.13.2374", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-17 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of o#ce information systems  it is costly and di#cult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"o#ce objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to o#ce software. In order to fully exploit the approach to achieve integrated o#ce systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments.  We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt to enhance productivity through, f CiteSeerX  2009-04-17 2007-11-21 1988 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.2374 http //www.iam.unibe.ch/~scg/Archive/OSG/Nier89bIntegOfficeSystems.pdf en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0d }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 93, "csxid": "oai CiteSeerXPSU 10.1.1.42.9253", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-11 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of office information systems  it is costly and difficult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"office objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to office software. In order to fully exploit the approach to achieve integrated office systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments. We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt t CiteSeerX ACM Press and Addison-Wesley 2009-04-11 2007-11-22 1988 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.42.9253 ftp //ftp.iam.unibe.ch/pub/scg/Papers/integratedOfficeSystems.ps.gz en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0d }
+{ "dblp": { "id": 54, "dblpid": "books/aw/kimL89/SteinLU89", "title": "A Shared View of Sharing  The Treaty of Orlando.", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2002-01-03 31-48 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#SteinLU89" }, "csx": { "id": 91, "csxid": "oai CiteSeerXPSU 10.1.1.55.482", "title": "A Shared View of Sharing  The Treaty of Orlando", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2009-04-12 Introduction For the past few years, researchers have been debating the relative merits of object-oriented languages with classes and inheritance as opposed to those with prototypes and delegation. It has become clear that the object-oriented programming language design space is not a dichotomy. Instead, we have identified two fundamental mechanisms---templates and  empathy---and several different independent degrees of freedom for each. Templates create new objects in their own image, providing guarantees about the similarity of group members. Empathy allows an object to act as if it were some other object, thus providing sharing of state and behavior. The Smalltalk-80  TM  language,  1  Actors, Lieberman's Delegation  system, Self, and Hybrid each take differing stands on the forms of templates  1  Smalltalk-80  TM  is a trademark of Par CiteSeerX ACM Press 2009-04-12 2007-11-22 1989 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.55.482 http //lcs.www.media.mit.edu/people/lieber/Lieberary/OOP/Treaty/Treaty.ps en 10.1.1.26.9545 10.1.1.118.6579 10.1.1.48.69 10.1.1.57.5195 10.1.1.9.570 10.1.1.47.511 10.1.1.127.5320 10.1.1.100.4334 10.1.1.5.3348 10.1.1.39.3374 10.1.1.56.4713 10.1.1.61.2065 10.1.1.27.3015 10.1.1.1.5960 10.1.1.67.5433 10.1.1.31.8109 10.1.1.68.4062 10.1.1.49.3986 10.1.1.122.9331 10.1.1.46.8283 10.1.1.54.5230 10.1.1.16.2055 10.1.1.137.5180 10.1.1.43.5722 10.1.1.68.2105 10.1.1.35.1247 10.1.1.30.1415 10.1.1.7.5014 10.1.1.102.3946 10.1.1.105.6469 10.1.1.26.223 10.1.1.26.8645 10.1.1.35.4104 10.1.1.39.6986 10.1.1.41.7822 10.1.1.42.9056 10.1.1.53.9325 10.1.1.71.1802 10.1.1.76.6993 10.1.1.89.9613 10.1.1.121.5599 10.1.1.122.3737 10.1.1.127.1894 10.1.1.55.5674 10.1.1.37.8260 10.1.1.2.2077 10.1.1.24.5782 10.1.1.19.780 10.1.1.2.4148 10.1.1.2.4173 10.1.1.131.902 10.1.1.30.2927 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0d }
\ No newline at end of file
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+{ "dblp": { "id": 1, "dblpid": "books/acm/kim95/AnnevelinkACFHK95", "title": "Object SQL - A Language for the Design and Implementation of Object Databases.", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Daniel H. Fishman Michael L. Heytens William Kent", "misc": "2002-01-03 42-68 1995 Modern Database Systems db/books/collections/kim95.html#AnnevelinkACFHK95" }, "csx": { "id": 1, "csxid": "oai CiteSeerXPSU 10.1.1.39.1830", "title": "Object SQL - A Language for the Design and Implementation of Object Databases", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Dan Fishman Mike Heytens William Kent", "misc": "2009-04-13 ly, a function application expression consists of two expressions  a function reference (labelled func_ref in Figure 3 line 2), and an argument (labelled arg). The func_ref expression evaluates to a (generic or specific) function identifier, which may be the same as the function that the expression is a part of, thus allowing recursive function invocations. The expression labelled arg evaluates to an arbitrary object or aggregate object. The semantics of evaluating function applications was discussed in detail in section 2. For example, to set the name of a person, we evaluate the following expression   FunAssign(function name.person) (p1,'John')  In this example, the first expression is itself a function call, applying the function FunAssign to the function name.person (an example of a specific function reference). This returns the oid of the function that sets a person's name, which is subsequently applied to a tuple of two elements, the oid of the person and the new name (a string o... CiteSeerX ACM Press 2009-04-13 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.39.1830 http //www.tu-chemnitz.de/~igrdb/docs/OpenODB/osql.ps.gz en 10.1.1.31.2534 10.1.1.28.4658 10.1.1.44.5947 10.1.1.39.199 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 5, "dblpid": "books/acm/kim95/DayalHW95", "title": "Active Database Systems.", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2002-01-03 434-456 1995 Modern Database Systems db/books/collections/kim95.html#DayalHW95" }, "csx": { "id": 98, "csxid": "oai CiteSeerXPSU 10.1.1.49.2910", "title": "Active Database Systems", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2009-04-12 In Won Kim editor Modern Database Systems The Object Model Integrating a production rules facility into a database system provides a uniform mechanism for a number of advanced database features including integrity constraint enforcement, derived data maintenance, triggers, alerters, protection, version control, and others. In addition, a database system with rule processing capabilities provides a useful platform for large and efficient knowledge-base and expert systems. Database systems with production rules are referred to as active database systems, and the field of active database systems has indeed been active. This chapter summarizes current work in active database systems  topics covered include active database rule models and languages, rule execution semantics, and implementation issues.  1 Introduction  Conventional database systems are passive  they only execute queries or transactions explicitly submitted by a user or an application program. For many applications, however, it is important to monitor situations of interest, and to ... CiteSeerX ACM Press 2009-04-12 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.2910 http //www-db.stanford.edu/pub/papers/book-chapter.ps en 10.1.1.17.1323 10.1.1.143.7196 10.1.1.50.3821 10.1.1.51.9946 10.1.1.41.2030 10.1.1.46.2504 10.1.1.52.4421 10.1.1.38.2083 10.1.1.34.661 10.1.1.103.7630 10.1.1.100.9015 10.1.1.97.1699 10.1.1.107.4220 10.1.1.47.9217 10.1.1.133.7157 10.1.1.101.5051 10.1.1.30.9989 10.1.1.53.6941 10.1.1.50.8529 10.1.1.133.4287 10.1.1.50.7278 10.1.1.10.1688 10.1.1.19.8669 10.1.1.44.7600 10.1.1.144.376 10.1.1.44.1348 10.1.1.47.9998 10.1.1.90.4428 10.1.1.108.344 10.1.1.48.9470 10.1.1.53.5472 10.1.1.52.4872 10.1.1.144.4965 10.1.1.31.7578 10.1.1.32.6426 10.1.1.58.6335 10.1.1.85.8052 10.1.1.93.1931 10.1.1.55.4610 10.1.1.21.3821 10.1.1.26.9208 10.1.1.31.4869 10.1.1.48.1833 10.1.1.83.8628 10.1.1.87.9318 10.1.1.90.2195 10.1.1.36.5184 10.1.1.21.1704 10.1.1.53.1733 10.1.1.90.3181 10.1.1.53.6783 10.1.1.52.6151 10.1.1.104.6911 10.1.1.105.1691 10.1.1.21.1984 10.1.1.23.2775 10.1.1.62.5556 10.1.1.68.9063 10.1.1.74.4746 10.1.1.78.5097 10.1.1.84.743 10.1.1.84.904 10.1.1.87.6019 10.1.1.88.3907 10.1.1.89.9631 10.1.1.90.4147 10.1.1.92.365 10.1.1.100.2747 10.1.1.98.5083 10.1.1.98.6663 10.1.1.99.1894 10.1.1.99.8174 10.1.1.133.8073 10.1.1.52.7823 10.1.1.39.5341 10.1.1.35.3458 10.1.1.26.4620 10.1.1.18.8936 10.1.1.19.3694 10.1.1.12.631 10.1.1.48.6394 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 21, "dblpid": "books/acm/kim95/MengY95", "title": "Query Processing in Multidatabase Systems.", "authors": "Weiyi Meng Clement T. Yu", "misc": "2002-01-03 551-572 1995 Modern Database Systems db/books/collections/kim95.html#MengY95" }, "csx": { "id": 89, "csxid": "oai CiteSeerXPSU 10.1.1.33.8596", "title": "Dynamic Query Optimization and Query Processing in Multidatabase Systems 1.", "authors": "Henryk Josinski", "misc": "2009-04-15 Introduction  The multidatabase system (MDBS) approach, as a solution for integrated access to information distributed among diverse data sources, has gained a lot of attention in recent years. The multidatabase system is a database system which integrates pre--existing databases allowing the users to access simultaneously database systems (DBMSs) formulating a global query based on a global schema.  The component DBMSs are assumed to be heterogeneous and autonomous. Heterogeneity refers to different user interfaces, data models, query languages, and query optimization strategies [5]. Local autonomy means that each DBMS retains complete control over local data and processing. As result of this, its cost model may not be available to the global query optimizer.  When a global query is submitted, it is decomposed into two types of queries [1]   -- subqueries, operating on sharable data items from local databases,  -- assembling queries, consisting of, CiteSeerX  2009-04-15 2007-11-22 2000 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.33.8596 http //www.edbt2000.uni-konstanz.de/phd-workshop/papers/Josinski.pdf en 10.1.1.27.4704 10.1.1.51.8352 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 0.5f }
+{ "dblp": { "id": 25, "dblpid": "books/acm/kim95/RusinkiewiczS95", "title": "Specification and Execution of Transactional Workflows.", "authors": "Marek Rusinkiewicz Amit P. Sheth", "misc": "2004-03-08 592-620 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#RusinkiewiczS95 1995" }, "csx": { "id": 88, "csxid": "oai CiteSeerXPSU 10.1.1.43.3839", "title": "Specification and Execution of Transactional Workflows", "authors": "Marek Rusinkiewicz Amit Sheth", "misc": "2009-04-13 The basic transaction model has evolved over time to incorporate more complex transaction structures  and to selectively modify the atomicity and isolation properties. In this chapter we discuss the application  of transaction concepts to activities that involve coordinated execution of multiple tasks (possibly of  different types) over different processing entities. Such applications are referred to as transactional  workflows. In this chapter we discuss the specification of such workflows and the issues involved in their  execution.  1 What is a Workflow?  Workflows are activities involving the coordinated execution of multiple tasks performed by different processing entities. A task defines some work to be done and can be specified in a number of ways, including a textual description in a file or an email, a form, a message, or a computer program. A processing entity that performs the tasks may be a person or a software system (e.g., a mailer, an application program, a database mana... CiteSeerX ACM Press 2009-04-13 2007-11-22 1995 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.43.3839 http //lsdis.cs.uga.edu/lib/././download/RS93.ps en 10.1.1.17.1323 10.1.1.59.5051 10.1.1.38.6210 10.1.1.68.7445 10.1.1.109.5175 10.1.1.17.7962 10.1.1.44.7778 10.1.1.112.244 10.1.1.13.7602 10.1.1.102.7874 10.1.1.41.4043 10.1.1.49.5143 10.1.1.41.7252 10.1.1.17.3225 10.1.1.54.7761 10.1.1.55.5255 10.1.1.108.958 10.1.1.35.7733 10.1.1.52.3682 10.1.1.36.1618 10.1.1.45.6317 10.1.1.43.3180 10.1.1.35.8718 10.1.1.44.6365 10.1.1.51.2883 10.1.1.50.9206 10.1.1.6.9085 10.1.1.30.1707 10.1.1.80.6634 10.1.1.49.355 10.1.1.127.3550 10.1.1.35.3562 10.1.1.137.8832 10.1.1.49.4085 10.1.1.41.5506 10.1.1.40.4657 10.1.1.43.2369 10.1.1.40.832 10.1.1.74.5411 10.1.1.90.4428 10.1.1.110.6967 10.1.1.27.2122 10.1.1.15.5605 10.1.1.54.727 10.1.1.49.7512 10.1.1.45.8796 10.1.1.50.5984 10.1.1.53.137 10.1.1.30.3262 10.1.1.28.1680 10.1.1.21.7110 10.1.1.29.3148 10.1.1.57.687 10.1.1.59.5924 10.1.1.46.2812 10.1.1.51.5552 10.1.1.17.7375 10.1.1.40.1598 10.1.1.52.9787 10.1.1.1.3496 10.1.1.50.6791 10.1.1.55.3358 10.1.1.137.7582 10.1.1.118.4127 10.1.1.49.3580 10.1.1.35.5825 10.1.1.46.9382 10.1.1.31.7411 10.1.1.48.5504 10.1.1.55.5163 10.1.1.18.1603 10.1.1.52.8129 10.1.1.1.9723 10.1.1.21.9113 10.1.1.49.7644 10.1.1.52.6646 10.1.1.75.3106 10.1.1.80.2072 10.1.1.55.8770 10.1.1.54.8188 10.1.1.101.7919 10.1.1.104.8176 10.1.1.24.5741 10.1.1.29.4667 10.1.1.4.1055 10.1.1.48.9175 10.1.1.56.792 10.1.1.65.3172 10.1.1.66.5947 10.1.1.73.8532 10.1.1.83.8299 10.1.1.86.8521 10.1.1.87.2402 10.1.1.87.4648 10.1.1.90.5638 10.1.1.91.1709 10.1.1.94.4248 10.1.1.114.511 10.1.1.119.5037 10.1.1.124.7957 10.1.1.49.215 10.1.1.53.7777 10.1.1.53.9711 10.1.1.45.9409 10.1.1.40.8789 10.1.1.43.4845 10.1.1.34.8273 10.1.1.35.4783 10.1.1.28.3176 10.1.1.16.8151 10.1.1.8.9117 10.1.1.58.3449 10.1.1.142.7041 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 92, "csxid": "oai CiteSeerXPSU 10.1.1.13.2374", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-17 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of o#ce information systems  it is costly and di#cult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"o#ce objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to o#ce software. In order to fully exploit the approach to achieve integrated o#ce systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments.  We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt to enhance productivity through, f CiteSeerX  2009-04-17 2007-11-21 1988 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.2374 http //www.iam.unibe.ch/~scg/Archive/OSG/Nier89bIntegOfficeSystems.pdf en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 93, "csxid": "oai CiteSeerXPSU 10.1.1.42.9253", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-11 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of office information systems  it is costly and difficult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"office objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to office software. In order to fully exploit the approach to achieve integrated office systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments. We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt t CiteSeerX ACM Press and Addison-Wesley 2009-04-11 2007-11-22 1988 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.42.9253 ftp //ftp.iam.unibe.ch/pub/scg/Papers/integratedOfficeSystems.ps.gz en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 54, "dblpid": "books/aw/kimL89/SteinLU89", "title": "A Shared View of Sharing  The Treaty of Orlando.", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2002-01-03 31-48 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#SteinLU89" }, "csx": { "id": 91, "csxid": "oai CiteSeerXPSU 10.1.1.55.482", "title": "A Shared View of Sharing  The Treaty of Orlando", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2009-04-12 Introduction For the past few years, researchers have been debating the relative merits of object-oriented languages with classes and inheritance as opposed to those with prototypes and delegation. It has become clear that the object-oriented programming language design space is not a dichotomy. Instead, we have identified two fundamental mechanisms---templates and  empathy---and several different independent degrees of freedom for each. Templates create new objects in their own image, providing guarantees about the similarity of group members. Empathy allows an object to act as if it were some other object, thus providing sharing of state and behavior. The Smalltalk-80  TM  language,  1  Actors, Lieberman's Delegation  system, Self, and Hybrid each take differing stands on the forms of templates  1  Smalltalk-80  TM  is a trademark of Par CiteSeerX ACM Press 2009-04-12 2007-11-22 1989 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.55.482 http //lcs.www.media.mit.edu/people/lieber/Lieberary/OOP/Treaty/Treaty.ps en 10.1.1.26.9545 10.1.1.118.6579 10.1.1.48.69 10.1.1.57.5195 10.1.1.9.570 10.1.1.47.511 10.1.1.127.5320 10.1.1.100.4334 10.1.1.5.3348 10.1.1.39.3374 10.1.1.56.4713 10.1.1.61.2065 10.1.1.27.3015 10.1.1.1.5960 10.1.1.67.5433 10.1.1.31.8109 10.1.1.68.4062 10.1.1.49.3986 10.1.1.122.9331 10.1.1.46.8283 10.1.1.54.5230 10.1.1.16.2055 10.1.1.137.5180 10.1.1.43.5722 10.1.1.68.2105 10.1.1.35.1247 10.1.1.30.1415 10.1.1.7.5014 10.1.1.102.3946 10.1.1.105.6469 10.1.1.26.223 10.1.1.26.8645 10.1.1.35.4104 10.1.1.39.6986 10.1.1.41.7822 10.1.1.42.9056 10.1.1.53.9325 10.1.1.71.1802 10.1.1.76.6993 10.1.1.89.9613 10.1.1.121.5599 10.1.1.122.3737 10.1.1.127.1894 10.1.1.55.5674 10.1.1.37.8260 10.1.1.2.2077 10.1.1.24.5782 10.1.1.19.780 10.1.1.2.4148 10.1.1.2.4173 10.1.1.131.902 10.1.1.30.2927 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
\ No newline at end of file
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+{ "dblp": { "id": 1, "dblpid": "books/acm/kim95/AnnevelinkACFHK95", "title": "Object SQL - A Language for the Design and Implementation of Object Databases.", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Daniel H. Fishman Michael L. Heytens William Kent", "misc": "2002-01-03 42-68 1995 Modern Database Systems db/books/collections/kim95.html#AnnevelinkACFHK95" }, "csx": { "id": 1, "csxid": "oai CiteSeerXPSU 10.1.1.39.1830", "title": "Object SQL - A Language for the Design and Implementation of Object Databases", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Dan Fishman Mike Heytens William Kent", "misc": "2009-04-13 ly, a function application expression consists of two expressions  a function reference (labelled func_ref in Figure 3 line 2), and an argument (labelled arg). The func_ref expression evaluates to a (generic or specific) function identifier, which may be the same as the function that the expression is a part of, thus allowing recursive function invocations. The expression labelled arg evaluates to an arbitrary object or aggregate object. The semantics of evaluating function applications was discussed in detail in section 2. For example, to set the name of a person, we evaluate the following expression   FunAssign(function name.person) (p1,'John')  In this example, the first expression is itself a function call, applying the function FunAssign to the function name.person (an example of a specific function reference). This returns the oid of the function that sets a person's name, which is subsequently applied to a tuple of two elements, the oid of the person and the new name (a string o... CiteSeerX ACM Press 2009-04-13 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.39.1830 http //www.tu-chemnitz.de/~igrdb/docs/OpenODB/osql.ps.gz en 10.1.1.31.2534 10.1.1.28.4658 10.1.1.44.5947 10.1.1.39.199 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 5, "dblpid": "books/acm/kim95/DayalHW95", "title": "Active Database Systems.", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2002-01-03 434-456 1995 Modern Database Systems db/books/collections/kim95.html#DayalHW95" }, "csx": { "id": 98, "csxid": "oai CiteSeerXPSU 10.1.1.49.2910", "title": "Active Database Systems", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2009-04-12 In Won Kim editor Modern Database Systems The Object Model Integrating a production rules facility into a database system provides a uniform mechanism for a number of advanced database features including integrity constraint enforcement, derived data maintenance, triggers, alerters, protection, version control, and others. In addition, a database system with rule processing capabilities provides a useful platform for large and efficient knowledge-base and expert systems. Database systems with production rules are referred to as active database systems, and the field of active database systems has indeed been active. This chapter summarizes current work in active database systems  topics covered include active database rule models and languages, rule execution semantics, and implementation issues.  1 Introduction  Conventional database systems are passive  they only execute queries or transactions explicitly submitted by a user or an application program. For many applications, however, it is important to monitor situations of interest, and to ... CiteSeerX ACM Press 2009-04-12 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.2910 http //www-db.stanford.edu/pub/papers/book-chapter.ps en 10.1.1.17.1323 10.1.1.143.7196 10.1.1.50.3821 10.1.1.51.9946 10.1.1.41.2030 10.1.1.46.2504 10.1.1.52.4421 10.1.1.38.2083 10.1.1.34.661 10.1.1.103.7630 10.1.1.100.9015 10.1.1.97.1699 10.1.1.107.4220 10.1.1.47.9217 10.1.1.133.7157 10.1.1.101.5051 10.1.1.30.9989 10.1.1.53.6941 10.1.1.50.8529 10.1.1.133.4287 10.1.1.50.7278 10.1.1.10.1688 10.1.1.19.8669 10.1.1.44.7600 10.1.1.144.376 10.1.1.44.1348 10.1.1.47.9998 10.1.1.90.4428 10.1.1.108.344 10.1.1.48.9470 10.1.1.53.5472 10.1.1.52.4872 10.1.1.144.4965 10.1.1.31.7578 10.1.1.32.6426 10.1.1.58.6335 10.1.1.85.8052 10.1.1.93.1931 10.1.1.55.4610 10.1.1.21.3821 10.1.1.26.9208 10.1.1.31.4869 10.1.1.48.1833 10.1.1.83.8628 10.1.1.87.9318 10.1.1.90.2195 10.1.1.36.5184 10.1.1.21.1704 10.1.1.53.1733 10.1.1.90.3181 10.1.1.53.6783 10.1.1.52.6151 10.1.1.104.6911 10.1.1.105.1691 10.1.1.21.1984 10.1.1.23.2775 10.1.1.62.5556 10.1.1.68.9063 10.1.1.74.4746 10.1.1.78.5097 10.1.1.84.743 10.1.1.84.904 10.1.1.87.6019 10.1.1.88.3907 10.1.1.89.9631 10.1.1.90.4147 10.1.1.92.365 10.1.1.100.2747 10.1.1.98.5083 10.1.1.98.6663 10.1.1.99.1894 10.1.1.99.8174 10.1.1.133.8073 10.1.1.52.7823 10.1.1.39.5341 10.1.1.35.3458 10.1.1.26.4620 10.1.1.18.8936 10.1.1.19.3694 10.1.1.12.631 10.1.1.48.6394 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 21, "dblpid": "books/acm/kim95/MengY95", "title": "Query Processing in Multidatabase Systems.", "authors": "Weiyi Meng Clement T. Yu", "misc": "2002-01-03 551-572 1995 Modern Database Systems db/books/collections/kim95.html#MengY95" }, "csx": { "id": 89, "csxid": "oai CiteSeerXPSU 10.1.1.33.8596", "title": "Dynamic Query Optimization and Query Processing in Multidatabase Systems 1.", "authors": "Henryk Josinski", "misc": "2009-04-15 Introduction  The multidatabase system (MDBS) approach, as a solution for integrated access to information distributed among diverse data sources, has gained a lot of attention in recent years. The multidatabase system is a database system which integrates pre--existing databases allowing the users to access simultaneously database systems (DBMSs) formulating a global query based on a global schema.  The component DBMSs are assumed to be heterogeneous and autonomous. Heterogeneity refers to different user interfaces, data models, query languages, and query optimization strategies [5]. Local autonomy means that each DBMS retains complete control over local data and processing. As result of this, its cost model may not be available to the global query optimizer.  When a global query is submitted, it is decomposed into two types of queries [1]   -- subqueries, operating on sharable data items from local databases,  -- assembling queries, consisting of, CiteSeerX  2009-04-15 2007-11-22 2000 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.33.8596 http //www.edbt2000.uni-konstanz.de/phd-workshop/papers/Josinski.pdf en 10.1.1.27.4704 10.1.1.51.8352 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 0.5f }
+{ "dblp": { "id": 25, "dblpid": "books/acm/kim95/RusinkiewiczS95", "title": "Specification and Execution of Transactional Workflows.", "authors": "Marek Rusinkiewicz Amit P. Sheth", "misc": "2004-03-08 592-620 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#RusinkiewiczS95 1995" }, "csx": { "id": 88, "csxid": "oai CiteSeerXPSU 10.1.1.43.3839", "title": "Specification and Execution of Transactional Workflows", "authors": "Marek Rusinkiewicz Amit Sheth", "misc": "2009-04-13 The basic transaction model has evolved over time to incorporate more complex transaction structures  and to selectively modify the atomicity and isolation properties. In this chapter we discuss the application  of transaction concepts to activities that involve coordinated execution of multiple tasks (possibly of  different types) over different processing entities. Such applications are referred to as transactional  workflows. In this chapter we discuss the specification of such workflows and the issues involved in their  execution.  1 What is a Workflow?  Workflows are activities involving the coordinated execution of multiple tasks performed by different processing entities. A task defines some work to be done and can be specified in a number of ways, including a textual description in a file or an email, a form, a message, or a computer program. A processing entity that performs the tasks may be a person or a software system (e.g., a mailer, an application program, a database mana... CiteSeerX ACM Press 2009-04-13 2007-11-22 1995 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.43.3839 http //lsdis.cs.uga.edu/lib/././download/RS93.ps en 10.1.1.17.1323 10.1.1.59.5051 10.1.1.38.6210 10.1.1.68.7445 10.1.1.109.5175 10.1.1.17.7962 10.1.1.44.7778 10.1.1.112.244 10.1.1.13.7602 10.1.1.102.7874 10.1.1.41.4043 10.1.1.49.5143 10.1.1.41.7252 10.1.1.17.3225 10.1.1.54.7761 10.1.1.55.5255 10.1.1.108.958 10.1.1.35.7733 10.1.1.52.3682 10.1.1.36.1618 10.1.1.45.6317 10.1.1.43.3180 10.1.1.35.8718 10.1.1.44.6365 10.1.1.51.2883 10.1.1.50.9206 10.1.1.6.9085 10.1.1.30.1707 10.1.1.80.6634 10.1.1.49.355 10.1.1.127.3550 10.1.1.35.3562 10.1.1.137.8832 10.1.1.49.4085 10.1.1.41.5506 10.1.1.40.4657 10.1.1.43.2369 10.1.1.40.832 10.1.1.74.5411 10.1.1.90.4428 10.1.1.110.6967 10.1.1.27.2122 10.1.1.15.5605 10.1.1.54.727 10.1.1.49.7512 10.1.1.45.8796 10.1.1.50.5984 10.1.1.53.137 10.1.1.30.3262 10.1.1.28.1680 10.1.1.21.7110 10.1.1.29.3148 10.1.1.57.687 10.1.1.59.5924 10.1.1.46.2812 10.1.1.51.5552 10.1.1.17.7375 10.1.1.40.1598 10.1.1.52.9787 10.1.1.1.3496 10.1.1.50.6791 10.1.1.55.3358 10.1.1.137.7582 10.1.1.118.4127 10.1.1.49.3580 10.1.1.35.5825 10.1.1.46.9382 10.1.1.31.7411 10.1.1.48.5504 10.1.1.55.5163 10.1.1.18.1603 10.1.1.52.8129 10.1.1.1.9723 10.1.1.21.9113 10.1.1.49.7644 10.1.1.52.6646 10.1.1.75.3106 10.1.1.80.2072 10.1.1.55.8770 10.1.1.54.8188 10.1.1.101.7919 10.1.1.104.8176 10.1.1.24.5741 10.1.1.29.4667 10.1.1.4.1055 10.1.1.48.9175 10.1.1.56.792 10.1.1.65.3172 10.1.1.66.5947 10.1.1.73.8532 10.1.1.83.8299 10.1.1.86.8521 10.1.1.87.2402 10.1.1.87.4648 10.1.1.90.5638 10.1.1.91.1709 10.1.1.94.4248 10.1.1.114.511 10.1.1.119.5037 10.1.1.124.7957 10.1.1.49.215 10.1.1.53.7777 10.1.1.53.9711 10.1.1.45.9409 10.1.1.40.8789 10.1.1.43.4845 10.1.1.34.8273 10.1.1.35.4783 10.1.1.28.3176 10.1.1.16.8151 10.1.1.8.9117 10.1.1.58.3449 10.1.1.142.7041 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 92, "csxid": "oai CiteSeerXPSU 10.1.1.13.2374", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-17 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of o#ce information systems  it is costly and di#cult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"o#ce objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to o#ce software. In order to fully exploit the approach to achieve integrated o#ce systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments.  We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt to enhance productivity through, f CiteSeerX  2009-04-17 2007-11-21 1988 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.2374 http //www.iam.unibe.ch/~scg/Archive/OSG/Nier89bIntegOfficeSystems.pdf en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 93, "csxid": "oai CiteSeerXPSU 10.1.1.42.9253", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-11 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of office information systems  it is costly and difficult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"office objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to office software. In order to fully exploit the approach to achieve integrated office systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments. We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt t CiteSeerX ACM Press and Addison-Wesley 2009-04-11 2007-11-22 1988 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.42.9253 ftp //ftp.iam.unibe.ch/pub/scg/Papers/integratedOfficeSystems.ps.gz en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 54, "dblpid": "books/aw/kimL89/SteinLU89", "title": "A Shared View of Sharing  The Treaty of Orlando.", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2002-01-03 31-48 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#SteinLU89" }, "csx": { "id": 91, "csxid": "oai CiteSeerXPSU 10.1.1.55.482", "title": "A Shared View of Sharing  The Treaty of Orlando", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2009-04-12 Introduction For the past few years, researchers have been debating the relative merits of object-oriented languages with classes and inheritance as opposed to those with prototypes and delegation. It has become clear that the object-oriented programming language design space is not a dichotomy. Instead, we have identified two fundamental mechanisms---templates and  empathy---and several different independent degrees of freedom for each. Templates create new objects in their own image, providing guarantees about the similarity of group members. Empathy allows an object to act as if it were some other object, thus providing sharing of state and behavior. The Smalltalk-80  TM  language,  1  Actors, Lieberman's Delegation  system, Self, and Hybrid each take differing stands on the forms of templates  1  Smalltalk-80  TM  is a trademark of Par CiteSeerX ACM Press 2009-04-12 2007-11-22 1989 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.55.482 http //lcs.www.media.mit.edu/people/lieber/Lieberary/OOP/Treaty/Treaty.ps en 10.1.1.26.9545 10.1.1.118.6579 10.1.1.48.69 10.1.1.57.5195 10.1.1.9.570 10.1.1.47.511 10.1.1.127.5320 10.1.1.100.4334 10.1.1.5.3348 10.1.1.39.3374 10.1.1.56.4713 10.1.1.61.2065 10.1.1.27.3015 10.1.1.1.5960 10.1.1.67.5433 10.1.1.31.8109 10.1.1.68.4062 10.1.1.49.3986 10.1.1.122.9331 10.1.1.46.8283 10.1.1.54.5230 10.1.1.16.2055 10.1.1.137.5180 10.1.1.43.5722 10.1.1.68.2105 10.1.1.35.1247 10.1.1.30.1415 10.1.1.7.5014 10.1.1.102.3946 10.1.1.105.6469 10.1.1.26.223 10.1.1.26.8645 10.1.1.35.4104 10.1.1.39.6986 10.1.1.41.7822 10.1.1.42.9056 10.1.1.53.9325 10.1.1.71.1802 10.1.1.76.6993 10.1.1.89.9613 10.1.1.121.5599 10.1.1.122.3737 10.1.1.127.1894 10.1.1.55.5674 10.1.1.37.8260 10.1.1.2.2077 10.1.1.24.5782 10.1.1.19.780 10.1.1.2.4148 10.1.1.2.4173 10.1.1.131.902 10.1.1.30.2927 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_3.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_3.adm
new file mode 100644
index 0000000..256ab3a
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@@ -0,0 +1,7 @@
+{ "dblp": { "id": 1, "dblpid": "books/acm/kim95/AnnevelinkACFHK95", "title": "Object SQL - A Language for the Design and Implementation of Object Databases.", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Daniel H. Fishman Michael L. Heytens William Kent", "misc": "2002-01-03 42-68 1995 Modern Database Systems db/books/collections/kim95.html#AnnevelinkACFHK95" }, "csx": { "id": 1, "csxid": "oai CiteSeerXPSU 10.1.1.39.1830", "title": "Object SQL - A Language for the Design and Implementation of Object Databases", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Dan Fishman Mike Heytens William Kent", "misc": "2009-04-13 ly, a function application expression consists of two expressions  a function reference (labelled func_ref in Figure 3 line 2), and an argument (labelled arg). The func_ref expression evaluates to a (generic or specific) function identifier, which may be the same as the function that the expression is a part of, thus allowing recursive function invocations. The expression labelled arg evaluates to an arbitrary object or aggregate object. The semantics of evaluating function applications was discussed in detail in section 2. For example, to set the name of a person, we evaluate the following expression   FunAssign(function name.person) (p1,'John')  In this example, the first expression is itself a function call, applying the function FunAssign to the function name.person (an example of a specific function reference). This returns the oid of the function that sets a person's name, which is subsequently applied to a tuple of two elements, the oid of the person and the new name (a string o... CiteSeerX ACM Press 2009-04-13 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.39.1830 http //www.tu-chemnitz.de/~igrdb/docs/OpenODB/osql.ps.gz en 10.1.1.31.2534 10.1.1.28.4658 10.1.1.44.5947 10.1.1.39.199 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 5, "dblpid": "books/acm/kim95/DayalHW95", "title": "Active Database Systems.", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2002-01-03 434-456 1995 Modern Database Systems db/books/collections/kim95.html#DayalHW95" }, "csx": { "id": 98, "csxid": "oai CiteSeerXPSU 10.1.1.49.2910", "title": "Active Database Systems", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2009-04-12 In Won Kim editor Modern Database Systems The Object Model Integrating a production rules facility into a database system provides a uniform mechanism for a number of advanced database features including integrity constraint enforcement, derived data maintenance, triggers, alerters, protection, version control, and others. In addition, a database system with rule processing capabilities provides a useful platform for large and efficient knowledge-base and expert systems. Database systems with production rules are referred to as active database systems, and the field of active database systems has indeed been active. This chapter summarizes current work in active database systems  topics covered include active database rule models and languages, rule execution semantics, and implementation issues.  1 Introduction  Conventional database systems are passive  they only execute queries or transactions explicitly submitted by a user or an application program. For many applications, however, it is important to monitor situations of interest, and to ... CiteSeerX ACM Press 2009-04-12 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.2910 http //www-db.stanford.edu/pub/papers/book-chapter.ps en 10.1.1.17.1323 10.1.1.143.7196 10.1.1.50.3821 10.1.1.51.9946 10.1.1.41.2030 10.1.1.46.2504 10.1.1.52.4421 10.1.1.38.2083 10.1.1.34.661 10.1.1.103.7630 10.1.1.100.9015 10.1.1.97.1699 10.1.1.107.4220 10.1.1.47.9217 10.1.1.133.7157 10.1.1.101.5051 10.1.1.30.9989 10.1.1.53.6941 10.1.1.50.8529 10.1.1.133.4287 10.1.1.50.7278 10.1.1.10.1688 10.1.1.19.8669 10.1.1.44.7600 10.1.1.144.376 10.1.1.44.1348 10.1.1.47.9998 10.1.1.90.4428 10.1.1.108.344 10.1.1.48.9470 10.1.1.53.5472 10.1.1.52.4872 10.1.1.144.4965 10.1.1.31.7578 10.1.1.32.6426 10.1.1.58.6335 10.1.1.85.8052 10.1.1.93.1931 10.1.1.55.4610 10.1.1.21.3821 10.1.1.26.9208 10.1.1.31.4869 10.1.1.48.1833 10.1.1.83.8628 10.1.1.87.9318 10.1.1.90.2195 10.1.1.36.5184 10.1.1.21.1704 10.1.1.53.1733 10.1.1.90.3181 10.1.1.53.6783 10.1.1.52.6151 10.1.1.104.6911 10.1.1.105.1691 10.1.1.21.1984 10.1.1.23.2775 10.1.1.62.5556 10.1.1.68.9063 10.1.1.74.4746 10.1.1.78.5097 10.1.1.84.743 10.1.1.84.904 10.1.1.87.6019 10.1.1.88.3907 10.1.1.89.9631 10.1.1.90.4147 10.1.1.92.365 10.1.1.100.2747 10.1.1.98.5083 10.1.1.98.6663 10.1.1.99.1894 10.1.1.99.8174 10.1.1.133.8073 10.1.1.52.7823 10.1.1.39.5341 10.1.1.35.3458 10.1.1.26.4620 10.1.1.18.8936 10.1.1.19.3694 10.1.1.12.631 10.1.1.48.6394 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 21, "dblpid": "books/acm/kim95/MengY95", "title": "Query Processing in Multidatabase Systems.", "authors": "Weiyi Meng Clement T. Yu", "misc": "2002-01-03 551-572 1995 Modern Database Systems db/books/collections/kim95.html#MengY95" }, "csx": { "id": 89, "csxid": "oai CiteSeerXPSU 10.1.1.33.8596", "title": "Dynamic Query Optimization and Query Processing in Multidatabase Systems 1.", "authors": "Henryk Josinski", "misc": "2009-04-15 Introduction  The multidatabase system (MDBS) approach, as a solution for integrated access to information distributed among diverse data sources, has gained a lot of attention in recent years. The multidatabase system is a database system which integrates pre--existing databases allowing the users to access simultaneously database systems (DBMSs) formulating a global query based on a global schema.  The component DBMSs are assumed to be heterogeneous and autonomous. Heterogeneity refers to different user interfaces, data models, query languages, and query optimization strategies [5]. Local autonomy means that each DBMS retains complete control over local data and processing. As result of this, its cost model may not be available to the global query optimizer.  When a global query is submitted, it is decomposed into two types of queries [1]   -- subqueries, operating on sharable data items from local databases,  -- assembling queries, consisting of, CiteSeerX  2009-04-15 2007-11-22 2000 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.33.8596 http //www.edbt2000.uni-konstanz.de/phd-workshop/papers/Josinski.pdf en 10.1.1.27.4704 10.1.1.51.8352 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 0.5f }
+{ "dblp": { "id": 25, "dblpid": "books/acm/kim95/RusinkiewiczS95", "title": "Specification and Execution of Transactional Workflows.", "authors": "Marek Rusinkiewicz Amit P. Sheth", "misc": "2004-03-08 592-620 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#RusinkiewiczS95 1995" }, "csx": { "id": 88, "csxid": "oai CiteSeerXPSU 10.1.1.43.3839", "title": "Specification and Execution of Transactional Workflows", "authors": "Marek Rusinkiewicz Amit Sheth", "misc": "2009-04-13 The basic transaction model has evolved over time to incorporate more complex transaction structures  and to selectively modify the atomicity and isolation properties. In this chapter we discuss the application  of transaction concepts to activities that involve coordinated execution of multiple tasks (possibly of  different types) over different processing entities. Such applications are referred to as transactional  workflows. In this chapter we discuss the specification of such workflows and the issues involved in their  execution.  1 What is a Workflow?  Workflows are activities involving the coordinated execution of multiple tasks performed by different processing entities. A task defines some work to be done and can be specified in a number of ways, including a textual description in a file or an email, a form, a message, or a computer program. A processing entity that performs the tasks may be a person or a software system (e.g., a mailer, an application program, a database mana... CiteSeerX ACM Press 2009-04-13 2007-11-22 1995 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.43.3839 http //lsdis.cs.uga.edu/lib/././download/RS93.ps en 10.1.1.17.1323 10.1.1.59.5051 10.1.1.38.6210 10.1.1.68.7445 10.1.1.109.5175 10.1.1.17.7962 10.1.1.44.7778 10.1.1.112.244 10.1.1.13.7602 10.1.1.102.7874 10.1.1.41.4043 10.1.1.49.5143 10.1.1.41.7252 10.1.1.17.3225 10.1.1.54.7761 10.1.1.55.5255 10.1.1.108.958 10.1.1.35.7733 10.1.1.52.3682 10.1.1.36.1618 10.1.1.45.6317 10.1.1.43.3180 10.1.1.35.8718 10.1.1.44.6365 10.1.1.51.2883 10.1.1.50.9206 10.1.1.6.9085 10.1.1.30.1707 10.1.1.80.6634 10.1.1.49.355 10.1.1.127.3550 10.1.1.35.3562 10.1.1.137.8832 10.1.1.49.4085 10.1.1.41.5506 10.1.1.40.4657 10.1.1.43.2369 10.1.1.40.832 10.1.1.74.5411 10.1.1.90.4428 10.1.1.110.6967 10.1.1.27.2122 10.1.1.15.5605 10.1.1.54.727 10.1.1.49.7512 10.1.1.45.8796 10.1.1.50.5984 10.1.1.53.137 10.1.1.30.3262 10.1.1.28.1680 10.1.1.21.7110 10.1.1.29.3148 10.1.1.57.687 10.1.1.59.5924 10.1.1.46.2812 10.1.1.51.5552 10.1.1.17.7375 10.1.1.40.1598 10.1.1.52.9787 10.1.1.1.3496 10.1.1.50.6791 10.1.1.55.3358 10.1.1.137.7582 10.1.1.118.4127 10.1.1.49.3580 10.1.1.35.5825 10.1.1.46.9382 10.1.1.31.7411 10.1.1.48.5504 10.1.1.55.5163 10.1.1.18.1603 10.1.1.52.8129 10.1.1.1.9723 10.1.1.21.9113 10.1.1.49.7644 10.1.1.52.6646 10.1.1.75.3106 10.1.1.80.2072 10.1.1.55.8770 10.1.1.54.8188 10.1.1.101.7919 10.1.1.104.8176 10.1.1.24.5741 10.1.1.29.4667 10.1.1.4.1055 10.1.1.48.9175 10.1.1.56.792 10.1.1.65.3172 10.1.1.66.5947 10.1.1.73.8532 10.1.1.83.8299 10.1.1.86.8521 10.1.1.87.2402 10.1.1.87.4648 10.1.1.90.5638 10.1.1.91.1709 10.1.1.94.4248 10.1.1.114.511 10.1.1.119.5037 10.1.1.124.7957 10.1.1.49.215 10.1.1.53.7777 10.1.1.53.9711 10.1.1.45.9409 10.1.1.40.8789 10.1.1.43.4845 10.1.1.34.8273 10.1.1.35.4783 10.1.1.28.3176 10.1.1.16.8151 10.1.1.8.9117 10.1.1.58.3449 10.1.1.142.7041 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 92, "csxid": "oai CiteSeerXPSU 10.1.1.13.2374", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-17 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of o#ce information systems  it is costly and di#cult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"o#ce objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to o#ce software. In order to fully exploit the approach to achieve integrated o#ce systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments.  We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt to enhance productivity through, f CiteSeerX  2009-04-17 2007-11-21 1988 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.2374 http //www.iam.unibe.ch/~scg/Archive/OSG/Nier89bIntegOfficeSystems.pdf en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 93, "csxid": "oai CiteSeerXPSU 10.1.1.42.9253", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-11 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of office information systems  it is costly and difficult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"office objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to office software. In order to fully exploit the approach to achieve integrated office systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments. We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt t CiteSeerX ACM Press and Addison-Wesley 2009-04-11 2007-11-22 1988 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.42.9253 ftp //ftp.iam.unibe.ch/pub/scg/Papers/integratedOfficeSystems.ps.gz en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 54, "dblpid": "books/aw/kimL89/SteinLU89", "title": "A Shared View of Sharing  The Treaty of Orlando.", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2002-01-03 31-48 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#SteinLU89" }, "csx": { "id": 91, "csxid": "oai CiteSeerXPSU 10.1.1.55.482", "title": "A Shared View of Sharing  The Treaty of Orlando", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2009-04-12 Introduction For the past few years, researchers have been debating the relative merits of object-oriented languages with classes and inheritance as opposed to those with prototypes and delegation. It has become clear that the object-oriented programming language design space is not a dichotomy. Instead, we have identified two fundamental mechanisms---templates and  empathy---and several different independent degrees of freedom for each. Templates create new objects in their own image, providing guarantees about the similarity of group members. Empathy allows an object to act as if it were some other object, thus providing sharing of state and behavior. The Smalltalk-80  TM  language,  1  Actors, Lieberman's Delegation  system, Self, and Hybrid each take differing stands on the forms of templates  1  Smalltalk-80  TM  is a trademark of Par CiteSeerX ACM Press 2009-04-12 2007-11-22 1989 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.55.482 http //lcs.www.media.mit.edu/people/lieber/Lieberary/OOP/Treaty/Treaty.ps en 10.1.1.26.9545 10.1.1.118.6579 10.1.1.48.69 10.1.1.57.5195 10.1.1.9.570 10.1.1.47.511 10.1.1.127.5320 10.1.1.100.4334 10.1.1.5.3348 10.1.1.39.3374 10.1.1.56.4713 10.1.1.61.2065 10.1.1.27.3015 10.1.1.1.5960 10.1.1.67.5433 10.1.1.31.8109 10.1.1.68.4062 10.1.1.49.3986 10.1.1.122.9331 10.1.1.46.8283 10.1.1.54.5230 10.1.1.16.2055 10.1.1.137.5180 10.1.1.43.5722 10.1.1.68.2105 10.1.1.35.1247 10.1.1.30.1415 10.1.1.7.5014 10.1.1.102.3946 10.1.1.105.6469 10.1.1.26.223 10.1.1.26.8645 10.1.1.35.4104 10.1.1.39.6986 10.1.1.41.7822 10.1.1.42.9056 10.1.1.53.9325 10.1.1.71.1802 10.1.1.76.6993 10.1.1.89.9613 10.1.1.121.5599 10.1.1.122.3737 10.1.1.127.1894 10.1.1.55.5674 10.1.1.37.8260 10.1.1.2.2077 10.1.1.24.5782 10.1.1.19.780 10.1.1.2.4148 10.1.1.2.4173 10.1.1.131.902 10.1.1.30.2927 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_4.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_4.adm
new file mode 100644
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@@ -0,0 +1,7 @@
+{ "dblp": { "id": 1, "dblpid": "books/acm/kim95/AnnevelinkACFHK95", "title": "Object SQL - A Language for the Design and Implementation of Object Databases.", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Daniel H. Fishman Michael L. Heytens William Kent", "misc": "2002-01-03 42-68 1995 Modern Database Systems db/books/collections/kim95.html#AnnevelinkACFHK95" }, "csx": { "id": 1, "csxid": "oai CiteSeerXPSU 10.1.1.39.1830", "title": "Object SQL - A Language for the Design and Implementation of Object Databases", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Dan Fishman Mike Heytens William Kent", "misc": "2009-04-13 ly, a function application expression consists of two expressions  a function reference (labelled func_ref in Figure 3 line 2), and an argument (labelled arg). The func_ref expression evaluates to a (generic or specific) function identifier, which may be the same as the function that the expression is a part of, thus allowing recursive function invocations. The expression labelled arg evaluates to an arbitrary object or aggregate object. The semantics of evaluating function applications was discussed in detail in section 2. For example, to set the name of a person, we evaluate the following expression   FunAssign(function name.person) (p1,'John')  In this example, the first expression is itself a function call, applying the function FunAssign to the function name.person (an example of a specific function reference). This returns the oid of the function that sets a person's name, which is subsequently applied to a tuple of two elements, the oid of the person and the new name (a string o... CiteSeerX ACM Press 2009-04-13 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.39.1830 http //www.tu-chemnitz.de/~igrdb/docs/OpenODB/osql.ps.gz en 10.1.1.31.2534 10.1.1.28.4658 10.1.1.44.5947 10.1.1.39.199 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 5, "dblpid": "books/acm/kim95/DayalHW95", "title": "Active Database Systems.", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2002-01-03 434-456 1995 Modern Database Systems db/books/collections/kim95.html#DayalHW95" }, "csx": { "id": 98, "csxid": "oai CiteSeerXPSU 10.1.1.49.2910", "title": "Active Database Systems", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2009-04-12 In Won Kim editor Modern Database Systems The Object Model Integrating a production rules facility into a database system provides a uniform mechanism for a number of advanced database features including integrity constraint enforcement, derived data maintenance, triggers, alerters, protection, version control, and others. In addition, a database system with rule processing capabilities provides a useful platform for large and efficient knowledge-base and expert systems. Database systems with production rules are referred to as active database systems, and the field of active database systems has indeed been active. This chapter summarizes current work in active database systems  topics covered include active database rule models and languages, rule execution semantics, and implementation issues.  1 Introduction  Conventional database systems are passive  they only execute queries or transactions explicitly submitted by a user or an application program. For many applications, however, it is important to monitor situations of interest, and to ... CiteSeerX ACM Press 2009-04-12 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.2910 http //www-db.stanford.edu/pub/papers/book-chapter.ps en 10.1.1.17.1323 10.1.1.143.7196 10.1.1.50.3821 10.1.1.51.9946 10.1.1.41.2030 10.1.1.46.2504 10.1.1.52.4421 10.1.1.38.2083 10.1.1.34.661 10.1.1.103.7630 10.1.1.100.9015 10.1.1.97.1699 10.1.1.107.4220 10.1.1.47.9217 10.1.1.133.7157 10.1.1.101.5051 10.1.1.30.9989 10.1.1.53.6941 10.1.1.50.8529 10.1.1.133.4287 10.1.1.50.7278 10.1.1.10.1688 10.1.1.19.8669 10.1.1.44.7600 10.1.1.144.376 10.1.1.44.1348 10.1.1.47.9998 10.1.1.90.4428 10.1.1.108.344 10.1.1.48.9470 10.1.1.53.5472 10.1.1.52.4872 10.1.1.144.4965 10.1.1.31.7578 10.1.1.32.6426 10.1.1.58.6335 10.1.1.85.8052 10.1.1.93.1931 10.1.1.55.4610 10.1.1.21.3821 10.1.1.26.9208 10.1.1.31.4869 10.1.1.48.1833 10.1.1.83.8628 10.1.1.87.9318 10.1.1.90.2195 10.1.1.36.5184 10.1.1.21.1704 10.1.1.53.1733 10.1.1.90.3181 10.1.1.53.6783 10.1.1.52.6151 10.1.1.104.6911 10.1.1.105.1691 10.1.1.21.1984 10.1.1.23.2775 10.1.1.62.5556 10.1.1.68.9063 10.1.1.74.4746 10.1.1.78.5097 10.1.1.84.743 10.1.1.84.904 10.1.1.87.6019 10.1.1.88.3907 10.1.1.89.9631 10.1.1.90.4147 10.1.1.92.365 10.1.1.100.2747 10.1.1.98.5083 10.1.1.98.6663 10.1.1.99.1894 10.1.1.99.8174 10.1.1.133.8073 10.1.1.52.7823 10.1.1.39.5341 10.1.1.35.3458 10.1.1.26.4620 10.1.1.18.8936 10.1.1.19.3694 10.1.1.12.631 10.1.1.48.6394 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 21, "dblpid": "books/acm/kim95/MengY95", "title": "Query Processing in Multidatabase Systems.", "authors": "Weiyi Meng Clement T. Yu", "misc": "2002-01-03 551-572 1995 Modern Database Systems db/books/collections/kim95.html#MengY95" }, "csx": { "id": 89, "csxid": "oai CiteSeerXPSU 10.1.1.33.8596", "title": "Dynamic Query Optimization and Query Processing in Multidatabase Systems 1.", "authors": "Henryk Josinski", "misc": "2009-04-15 Introduction  The multidatabase system (MDBS) approach, as a solution for integrated access to information distributed among diverse data sources, has gained a lot of attention in recent years. The multidatabase system is a database system which integrates pre--existing databases allowing the users to access simultaneously database systems (DBMSs) formulating a global query based on a global schema.  The component DBMSs are assumed to be heterogeneous and autonomous. Heterogeneity refers to different user interfaces, data models, query languages, and query optimization strategies [5]. Local autonomy means that each DBMS retains complete control over local data and processing. As result of this, its cost model may not be available to the global query optimizer.  When a global query is submitted, it is decomposed into two types of queries [1]   -- subqueries, operating on sharable data items from local databases,  -- assembling queries, consisting of, CiteSeerX  2009-04-15 2007-11-22 2000 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.33.8596 http //www.edbt2000.uni-konstanz.de/phd-workshop/papers/Josinski.pdf en 10.1.1.27.4704 10.1.1.51.8352 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 0.5f }
+{ "dblp": { "id": 25, "dblpid": "books/acm/kim95/RusinkiewiczS95", "title": "Specification and Execution of Transactional Workflows.", "authors": "Marek Rusinkiewicz Amit P. Sheth", "misc": "2004-03-08 592-620 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#RusinkiewiczS95 1995" }, "csx": { "id": 88, "csxid": "oai CiteSeerXPSU 10.1.1.43.3839", "title": "Specification and Execution of Transactional Workflows", "authors": "Marek Rusinkiewicz Amit Sheth", "misc": "2009-04-13 The basic transaction model has evolved over time to incorporate more complex transaction structures  and to selectively modify the atomicity and isolation properties. In this chapter we discuss the application  of transaction concepts to activities that involve coordinated execution of multiple tasks (possibly of  different types) over different processing entities. Such applications are referred to as transactional  workflows. In this chapter we discuss the specification of such workflows and the issues involved in their  execution.  1 What is a Workflow?  Workflows are activities involving the coordinated execution of multiple tasks performed by different processing entities. A task defines some work to be done and can be specified in a number of ways, including a textual description in a file or an email, a form, a message, or a computer program. A processing entity that performs the tasks may be a person or a software system (e.g., a mailer, an application program, a database mana... CiteSeerX ACM Press 2009-04-13 2007-11-22 1995 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.43.3839 http //lsdis.cs.uga.edu/lib/././download/RS93.ps en 10.1.1.17.1323 10.1.1.59.5051 10.1.1.38.6210 10.1.1.68.7445 10.1.1.109.5175 10.1.1.17.7962 10.1.1.44.7778 10.1.1.112.244 10.1.1.13.7602 10.1.1.102.7874 10.1.1.41.4043 10.1.1.49.5143 10.1.1.41.7252 10.1.1.17.3225 10.1.1.54.7761 10.1.1.55.5255 10.1.1.108.958 10.1.1.35.7733 10.1.1.52.3682 10.1.1.36.1618 10.1.1.45.6317 10.1.1.43.3180 10.1.1.35.8718 10.1.1.44.6365 10.1.1.51.2883 10.1.1.50.9206 10.1.1.6.9085 10.1.1.30.1707 10.1.1.80.6634 10.1.1.49.355 10.1.1.127.3550 10.1.1.35.3562 10.1.1.137.8832 10.1.1.49.4085 10.1.1.41.5506 10.1.1.40.4657 10.1.1.43.2369 10.1.1.40.832 10.1.1.74.5411 10.1.1.90.4428 10.1.1.110.6967 10.1.1.27.2122 10.1.1.15.5605 10.1.1.54.727 10.1.1.49.7512 10.1.1.45.8796 10.1.1.50.5984 10.1.1.53.137 10.1.1.30.3262 10.1.1.28.1680 10.1.1.21.7110 10.1.1.29.3148 10.1.1.57.687 10.1.1.59.5924 10.1.1.46.2812 10.1.1.51.5552 10.1.1.17.7375 10.1.1.40.1598 10.1.1.52.9787 10.1.1.1.3496 10.1.1.50.6791 10.1.1.55.3358 10.1.1.137.7582 10.1.1.118.4127 10.1.1.49.3580 10.1.1.35.5825 10.1.1.46.9382 10.1.1.31.7411 10.1.1.48.5504 10.1.1.55.5163 10.1.1.18.1603 10.1.1.52.8129 10.1.1.1.9723 10.1.1.21.9113 10.1.1.49.7644 10.1.1.52.6646 10.1.1.75.3106 10.1.1.80.2072 10.1.1.55.8770 10.1.1.54.8188 10.1.1.101.7919 10.1.1.104.8176 10.1.1.24.5741 10.1.1.29.4667 10.1.1.4.1055 10.1.1.48.9175 10.1.1.56.792 10.1.1.65.3172 10.1.1.66.5947 10.1.1.73.8532 10.1.1.83.8299 10.1.1.86.8521 10.1.1.87.2402 10.1.1.87.4648 10.1.1.90.5638 10.1.1.91.1709 10.1.1.94.4248 10.1.1.114.511 10.1.1.119.5037 10.1.1.124.7957 10.1.1.49.215 10.1.1.53.7777 10.1.1.53.9711 10.1.1.45.9409 10.1.1.40.8789 10.1.1.43.4845 10.1.1.34.8273 10.1.1.35.4783 10.1.1.28.3176 10.1.1.16.8151 10.1.1.8.9117 10.1.1.58.3449 10.1.1.142.7041 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 92, "csxid": "oai CiteSeerXPSU 10.1.1.13.2374", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-17 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of o#ce information systems  it is costly and di#cult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"o#ce objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to o#ce software. In order to fully exploit the approach to achieve integrated o#ce systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments.  We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt to enhance productivity through, f CiteSeerX  2009-04-17 2007-11-21 1988 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.2374 http //www.iam.unibe.ch/~scg/Archive/OSG/Nier89bIntegOfficeSystems.pdf en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 93, "csxid": "oai CiteSeerXPSU 10.1.1.42.9253", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-11 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of office information systems  it is costly and difficult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"office objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to office software. In order to fully exploit the approach to achieve integrated office systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments. We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt t CiteSeerX ACM Press and Addison-Wesley 2009-04-11 2007-11-22 1988 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.42.9253 ftp //ftp.iam.unibe.ch/pub/scg/Papers/integratedOfficeSystems.ps.gz en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 54, "dblpid": "books/aw/kimL89/SteinLU89", "title": "A Shared View of Sharing  The Treaty of Orlando.", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2002-01-03 31-48 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#SteinLU89" }, "csx": { "id": 91, "csxid": "oai CiteSeerXPSU 10.1.1.55.482", "title": "A Shared View of Sharing  The Treaty of Orlando", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2009-04-12 Introduction For the past few years, researchers have been debating the relative merits of object-oriented languages with classes and inheritance as opposed to those with prototypes and delegation. It has become clear that the object-oriented programming language design space is not a dichotomy. Instead, we have identified two fundamental mechanisms---templates and  empathy---and several different independent degrees of freedom for each. Templates create new objects in their own image, providing guarantees about the similarity of group members. Empathy allows an object to act as if it were some other object, thus providing sharing of state and behavior. The Smalltalk-80  TM  language,  1  Actors, Lieberman's Delegation  system, Self, and Hybrid each take differing stands on the forms of templates  1  Smalltalk-80  TM  is a trademark of Par CiteSeerX ACM Press 2009-04-12 2007-11-22 1989 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.55.482 http //lcs.www.media.mit.edu/people/lieber/Lieberary/OOP/Treaty/Treaty.ps en 10.1.1.26.9545 10.1.1.118.6579 10.1.1.48.69 10.1.1.57.5195 10.1.1.9.570 10.1.1.47.511 10.1.1.127.5320 10.1.1.100.4334 10.1.1.5.3348 10.1.1.39.3374 10.1.1.56.4713 10.1.1.61.2065 10.1.1.27.3015 10.1.1.1.5960 10.1.1.67.5433 10.1.1.31.8109 10.1.1.68.4062 10.1.1.49.3986 10.1.1.122.9331 10.1.1.46.8283 10.1.1.54.5230 10.1.1.16.2055 10.1.1.137.5180 10.1.1.43.5722 10.1.1.68.2105 10.1.1.35.1247 10.1.1.30.1415 10.1.1.7.5014 10.1.1.102.3946 10.1.1.105.6469 10.1.1.26.223 10.1.1.26.8645 10.1.1.35.4104 10.1.1.39.6986 10.1.1.41.7822 10.1.1.42.9056 10.1.1.53.9325 10.1.1.71.1802 10.1.1.76.6993 10.1.1.89.9613 10.1.1.121.5599 10.1.1.122.3737 10.1.1.127.1894 10.1.1.55.5674 10.1.1.37.8260 10.1.1.2.2077 10.1.1.24.5782 10.1.1.19.780 10.1.1.2.4148 10.1.1.2.4173 10.1.1.131.902 10.1.1.30.2927 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_5.1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_5.1.adm
new file mode 100644
index 0000000..256ab3a
--- /dev/null
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@@ -0,0 +1,7 @@
+{ "dblp": { "id": 1, "dblpid": "books/acm/kim95/AnnevelinkACFHK95", "title": "Object SQL - A Language for the Design and Implementation of Object Databases.", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Daniel H. Fishman Michael L. Heytens William Kent", "misc": "2002-01-03 42-68 1995 Modern Database Systems db/books/collections/kim95.html#AnnevelinkACFHK95" }, "csx": { "id": 1, "csxid": "oai CiteSeerXPSU 10.1.1.39.1830", "title": "Object SQL - A Language for the Design and Implementation of Object Databases", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Dan Fishman Mike Heytens William Kent", "misc": "2009-04-13 ly, a function application expression consists of two expressions  a function reference (labelled func_ref in Figure 3 line 2), and an argument (labelled arg). The func_ref expression evaluates to a (generic or specific) function identifier, which may be the same as the function that the expression is a part of, thus allowing recursive function invocations. The expression labelled arg evaluates to an arbitrary object or aggregate object. The semantics of evaluating function applications was discussed in detail in section 2. For example, to set the name of a person, we evaluate the following expression   FunAssign(function name.person) (p1,'John')  In this example, the first expression is itself a function call, applying the function FunAssign to the function name.person (an example of a specific function reference). This returns the oid of the function that sets a person's name, which is subsequently applied to a tuple of two elements, the oid of the person and the new name (a string o... CiteSeerX ACM Press 2009-04-13 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.39.1830 http //www.tu-chemnitz.de/~igrdb/docs/OpenODB/osql.ps.gz en 10.1.1.31.2534 10.1.1.28.4658 10.1.1.44.5947 10.1.1.39.199 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 5, "dblpid": "books/acm/kim95/DayalHW95", "title": "Active Database Systems.", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2002-01-03 434-456 1995 Modern Database Systems db/books/collections/kim95.html#DayalHW95" }, "csx": { "id": 98, "csxid": "oai CiteSeerXPSU 10.1.1.49.2910", "title": "Active Database Systems", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2009-04-12 In Won Kim editor Modern Database Systems The Object Model Integrating a production rules facility into a database system provides a uniform mechanism for a number of advanced database features including integrity constraint enforcement, derived data maintenance, triggers, alerters, protection, version control, and others. In addition, a database system with rule processing capabilities provides a useful platform for large and efficient knowledge-base and expert systems. Database systems with production rules are referred to as active database systems, and the field of active database systems has indeed been active. This chapter summarizes current work in active database systems  topics covered include active database rule models and languages, rule execution semantics, and implementation issues.  1 Introduction  Conventional database systems are passive  they only execute queries or transactions explicitly submitted by a user or an application program. For many applications, however, it is important to monitor situations of interest, and to ... CiteSeerX ACM Press 2009-04-12 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.2910 http //www-db.stanford.edu/pub/papers/book-chapter.ps en 10.1.1.17.1323 10.1.1.143.7196 10.1.1.50.3821 10.1.1.51.9946 10.1.1.41.2030 10.1.1.46.2504 10.1.1.52.4421 10.1.1.38.2083 10.1.1.34.661 10.1.1.103.7630 10.1.1.100.9015 10.1.1.97.1699 10.1.1.107.4220 10.1.1.47.9217 10.1.1.133.7157 10.1.1.101.5051 10.1.1.30.9989 10.1.1.53.6941 10.1.1.50.8529 10.1.1.133.4287 10.1.1.50.7278 10.1.1.10.1688 10.1.1.19.8669 10.1.1.44.7600 10.1.1.144.376 10.1.1.44.1348 10.1.1.47.9998 10.1.1.90.4428 10.1.1.108.344 10.1.1.48.9470 10.1.1.53.5472 10.1.1.52.4872 10.1.1.144.4965 10.1.1.31.7578 10.1.1.32.6426 10.1.1.58.6335 10.1.1.85.8052 10.1.1.93.1931 10.1.1.55.4610 10.1.1.21.3821 10.1.1.26.9208 10.1.1.31.4869 10.1.1.48.1833 10.1.1.83.8628 10.1.1.87.9318 10.1.1.90.2195 10.1.1.36.5184 10.1.1.21.1704 10.1.1.53.1733 10.1.1.90.3181 10.1.1.53.6783 10.1.1.52.6151 10.1.1.104.6911 10.1.1.105.1691 10.1.1.21.1984 10.1.1.23.2775 10.1.1.62.5556 10.1.1.68.9063 10.1.1.74.4746 10.1.1.78.5097 10.1.1.84.743 10.1.1.84.904 10.1.1.87.6019 10.1.1.88.3907 10.1.1.89.9631 10.1.1.90.4147 10.1.1.92.365 10.1.1.100.2747 10.1.1.98.5083 10.1.1.98.6663 10.1.1.99.1894 10.1.1.99.8174 10.1.1.133.8073 10.1.1.52.7823 10.1.1.39.5341 10.1.1.35.3458 10.1.1.26.4620 10.1.1.18.8936 10.1.1.19.3694 10.1.1.12.631 10.1.1.48.6394 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 21, "dblpid": "books/acm/kim95/MengY95", "title": "Query Processing in Multidatabase Systems.", "authors": "Weiyi Meng Clement T. Yu", "misc": "2002-01-03 551-572 1995 Modern Database Systems db/books/collections/kim95.html#MengY95" }, "csx": { "id": 89, "csxid": "oai CiteSeerXPSU 10.1.1.33.8596", "title": "Dynamic Query Optimization and Query Processing in Multidatabase Systems 1.", "authors": "Henryk Josinski", "misc": "2009-04-15 Introduction  The multidatabase system (MDBS) approach, as a solution for integrated access to information distributed among diverse data sources, has gained a lot of attention in recent years. The multidatabase system is a database system which integrates pre--existing databases allowing the users to access simultaneously database systems (DBMSs) formulating a global query based on a global schema.  The component DBMSs are assumed to be heterogeneous and autonomous. Heterogeneity refers to different user interfaces, data models, query languages, and query optimization strategies [5]. Local autonomy means that each DBMS retains complete control over local data and processing. As result of this, its cost model may not be available to the global query optimizer.  When a global query is submitted, it is decomposed into two types of queries [1]   -- subqueries, operating on sharable data items from local databases,  -- assembling queries, consisting of, CiteSeerX  2009-04-15 2007-11-22 2000 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.33.8596 http //www.edbt2000.uni-konstanz.de/phd-workshop/papers/Josinski.pdf en 10.1.1.27.4704 10.1.1.51.8352 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 0.5f }
+{ "dblp": { "id": 25, "dblpid": "books/acm/kim95/RusinkiewiczS95", "title": "Specification and Execution of Transactional Workflows.", "authors": "Marek Rusinkiewicz Amit P. Sheth", "misc": "2004-03-08 592-620 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#RusinkiewiczS95 1995" }, "csx": { "id": 88, "csxid": "oai CiteSeerXPSU 10.1.1.43.3839", "title": "Specification and Execution of Transactional Workflows", "authors": "Marek Rusinkiewicz Amit Sheth", "misc": "2009-04-13 The basic transaction model has evolved over time to incorporate more complex transaction structures  and to selectively modify the atomicity and isolation properties. In this chapter we discuss the application  of transaction concepts to activities that involve coordinated execution of multiple tasks (possibly of  different types) over different processing entities. Such applications are referred to as transactional  workflows. In this chapter we discuss the specification of such workflows and the issues involved in their  execution.  1 What is a Workflow?  Workflows are activities involving the coordinated execution of multiple tasks performed by different processing entities. A task defines some work to be done and can be specified in a number of ways, including a textual description in a file or an email, a form, a message, or a computer program. A processing entity that performs the tasks may be a person or a software system (e.g., a mailer, an application program, a database mana... CiteSeerX ACM Press 2009-04-13 2007-11-22 1995 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.43.3839 http //lsdis.cs.uga.edu/lib/././download/RS93.ps en 10.1.1.17.1323 10.1.1.59.5051 10.1.1.38.6210 10.1.1.68.7445 10.1.1.109.5175 10.1.1.17.7962 10.1.1.44.7778 10.1.1.112.244 10.1.1.13.7602 10.1.1.102.7874 10.1.1.41.4043 10.1.1.49.5143 10.1.1.41.7252 10.1.1.17.3225 10.1.1.54.7761 10.1.1.55.5255 10.1.1.108.958 10.1.1.35.7733 10.1.1.52.3682 10.1.1.36.1618 10.1.1.45.6317 10.1.1.43.3180 10.1.1.35.8718 10.1.1.44.6365 10.1.1.51.2883 10.1.1.50.9206 10.1.1.6.9085 10.1.1.30.1707 10.1.1.80.6634 10.1.1.49.355 10.1.1.127.3550 10.1.1.35.3562 10.1.1.137.8832 10.1.1.49.4085 10.1.1.41.5506 10.1.1.40.4657 10.1.1.43.2369 10.1.1.40.832 10.1.1.74.5411 10.1.1.90.4428 10.1.1.110.6967 10.1.1.27.2122 10.1.1.15.5605 10.1.1.54.727 10.1.1.49.7512 10.1.1.45.8796 10.1.1.50.5984 10.1.1.53.137 10.1.1.30.3262 10.1.1.28.1680 10.1.1.21.7110 10.1.1.29.3148 10.1.1.57.687 10.1.1.59.5924 10.1.1.46.2812 10.1.1.51.5552 10.1.1.17.7375 10.1.1.40.1598 10.1.1.52.9787 10.1.1.1.3496 10.1.1.50.6791 10.1.1.55.3358 10.1.1.137.7582 10.1.1.118.4127 10.1.1.49.3580 10.1.1.35.5825 10.1.1.46.9382 10.1.1.31.7411 10.1.1.48.5504 10.1.1.55.5163 10.1.1.18.1603 10.1.1.52.8129 10.1.1.1.9723 10.1.1.21.9113 10.1.1.49.7644 10.1.1.52.6646 10.1.1.75.3106 10.1.1.80.2072 10.1.1.55.8770 10.1.1.54.8188 10.1.1.101.7919 10.1.1.104.8176 10.1.1.24.5741 10.1.1.29.4667 10.1.1.4.1055 10.1.1.48.9175 10.1.1.56.792 10.1.1.65.3172 10.1.1.66.5947 10.1.1.73.8532 10.1.1.83.8299 10.1.1.86.8521 10.1.1.87.2402 10.1.1.87.4648 10.1.1.90.5638 10.1.1.91.1709 10.1.1.94.4248 10.1.1.114.511 10.1.1.119.5037 10.1.1.124.7957 10.1.1.49.215 10.1.1.53.7777 10.1.1.53.9711 10.1.1.45.9409 10.1.1.40.8789 10.1.1.43.4845 10.1.1.34.8273 10.1.1.35.4783 10.1.1.28.3176 10.1.1.16.8151 10.1.1.8.9117 10.1.1.58.3449 10.1.1.142.7041 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 92, "csxid": "oai CiteSeerXPSU 10.1.1.13.2374", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-17 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of o#ce information systems  it is costly and di#cult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"o#ce objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to o#ce software. In order to fully exploit the approach to achieve integrated o#ce systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments.  We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt to enhance productivity through, f CiteSeerX  2009-04-17 2007-11-21 1988 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.2374 http //www.iam.unibe.ch/~scg/Archive/OSG/Nier89bIntegOfficeSystems.pdf en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 93, "csxid": "oai CiteSeerXPSU 10.1.1.42.9253", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-11 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of office information systems  it is costly and difficult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"office objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to office software. In order to fully exploit the approach to achieve integrated office systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments. We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt t CiteSeerX ACM Press and Addison-Wesley 2009-04-11 2007-11-22 1988 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.42.9253 ftp //ftp.iam.unibe.ch/pub/scg/Papers/integratedOfficeSystems.ps.gz en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 54, "dblpid": "books/aw/kimL89/SteinLU89", "title": "A Shared View of Sharing  The Treaty of Orlando.", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2002-01-03 31-48 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#SteinLU89" }, "csx": { "id": 91, "csxid": "oai CiteSeerXPSU 10.1.1.55.482", "title": "A Shared View of Sharing  The Treaty of Orlando", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2009-04-12 Introduction For the past few years, researchers have been debating the relative merits of object-oriented languages with classes and inheritance as opposed to those with prototypes and delegation. It has become clear that the object-oriented programming language design space is not a dichotomy. Instead, we have identified two fundamental mechanisms---templates and  empathy---and several different independent degrees of freedom for each. Templates create new objects in their own image, providing guarantees about the similarity of group members. Empathy allows an object to act as if it were some other object, thus providing sharing of state and behavior. The Smalltalk-80  TM  language,  1  Actors, Lieberman's Delegation  system, Self, and Hybrid each take differing stands on the forms of templates  1  Smalltalk-80  TM  is a trademark of Par CiteSeerX ACM Press 2009-04-12 2007-11-22 1989 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.55.482 http //lcs.www.media.mit.edu/people/lieber/Lieberary/OOP/Treaty/Treaty.ps en 10.1.1.26.9545 10.1.1.118.6579 10.1.1.48.69 10.1.1.57.5195 10.1.1.9.570 10.1.1.47.511 10.1.1.127.5320 10.1.1.100.4334 10.1.1.5.3348 10.1.1.39.3374 10.1.1.56.4713 10.1.1.61.2065 10.1.1.27.3015 10.1.1.1.5960 10.1.1.67.5433 10.1.1.31.8109 10.1.1.68.4062 10.1.1.49.3986 10.1.1.122.9331 10.1.1.46.8283 10.1.1.54.5230 10.1.1.16.2055 10.1.1.137.5180 10.1.1.43.5722 10.1.1.68.2105 10.1.1.35.1247 10.1.1.30.1415 10.1.1.7.5014 10.1.1.102.3946 10.1.1.105.6469 10.1.1.26.223 10.1.1.26.8645 10.1.1.35.4104 10.1.1.39.6986 10.1.1.41.7822 10.1.1.42.9056 10.1.1.53.9325 10.1.1.71.1802 10.1.1.76.6993 10.1.1.89.9613 10.1.1.121.5599 10.1.1.122.3737 10.1.1.127.1894 10.1.1.55.5674 10.1.1.37.8260 10.1.1.2.2077 10.1.1.24.5782 10.1.1.19.780 10.1.1.2.4148 10.1.1.2.4173 10.1.1.131.902 10.1.1.30.2927 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_5.2.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_5.2.adm
new file mode 100644
index 0000000..256ab3a
--- /dev/null
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@@ -0,0 +1,7 @@
+{ "dblp": { "id": 1, "dblpid": "books/acm/kim95/AnnevelinkACFHK95", "title": "Object SQL - A Language for the Design and Implementation of Object Databases.", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Daniel H. Fishman Michael L. Heytens William Kent", "misc": "2002-01-03 42-68 1995 Modern Database Systems db/books/collections/kim95.html#AnnevelinkACFHK95" }, "csx": { "id": 1, "csxid": "oai CiteSeerXPSU 10.1.1.39.1830", "title": "Object SQL - A Language for the Design and Implementation of Object Databases", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Dan Fishman Mike Heytens William Kent", "misc": "2009-04-13 ly, a function application expression consists of two expressions  a function reference (labelled func_ref in Figure 3 line 2), and an argument (labelled arg). The func_ref expression evaluates to a (generic or specific) function identifier, which may be the same as the function that the expression is a part of, thus allowing recursive function invocations. The expression labelled arg evaluates to an arbitrary object or aggregate object. The semantics of evaluating function applications was discussed in detail in section 2. For example, to set the name of a person, we evaluate the following expression   FunAssign(function name.person) (p1,'John')  In this example, the first expression is itself a function call, applying the function FunAssign to the function name.person (an example of a specific function reference). This returns the oid of the function that sets a person's name, which is subsequently applied to a tuple of two elements, the oid of the person and the new name (a string o... CiteSeerX ACM Press 2009-04-13 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.39.1830 http //www.tu-chemnitz.de/~igrdb/docs/OpenODB/osql.ps.gz en 10.1.1.31.2534 10.1.1.28.4658 10.1.1.44.5947 10.1.1.39.199 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 5, "dblpid": "books/acm/kim95/DayalHW95", "title": "Active Database Systems.", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2002-01-03 434-456 1995 Modern Database Systems db/books/collections/kim95.html#DayalHW95" }, "csx": { "id": 98, "csxid": "oai CiteSeerXPSU 10.1.1.49.2910", "title": "Active Database Systems", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2009-04-12 In Won Kim editor Modern Database Systems The Object Model Integrating a production rules facility into a database system provides a uniform mechanism for a number of advanced database features including integrity constraint enforcement, derived data maintenance, triggers, alerters, protection, version control, and others. In addition, a database system with rule processing capabilities provides a useful platform for large and efficient knowledge-base and expert systems. Database systems with production rules are referred to as active database systems, and the field of active database systems has indeed been active. This chapter summarizes current work in active database systems  topics covered include active database rule models and languages, rule execution semantics, and implementation issues.  1 Introduction  Conventional database systems are passive  they only execute queries or transactions explicitly submitted by a user or an application program. For many applications, however, it is important to monitor situations of interest, and to ... CiteSeerX ACM Press 2009-04-12 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.2910 http //www-db.stanford.edu/pub/papers/book-chapter.ps en 10.1.1.17.1323 10.1.1.143.7196 10.1.1.50.3821 10.1.1.51.9946 10.1.1.41.2030 10.1.1.46.2504 10.1.1.52.4421 10.1.1.38.2083 10.1.1.34.661 10.1.1.103.7630 10.1.1.100.9015 10.1.1.97.1699 10.1.1.107.4220 10.1.1.47.9217 10.1.1.133.7157 10.1.1.101.5051 10.1.1.30.9989 10.1.1.53.6941 10.1.1.50.8529 10.1.1.133.4287 10.1.1.50.7278 10.1.1.10.1688 10.1.1.19.8669 10.1.1.44.7600 10.1.1.144.376 10.1.1.44.1348 10.1.1.47.9998 10.1.1.90.4428 10.1.1.108.344 10.1.1.48.9470 10.1.1.53.5472 10.1.1.52.4872 10.1.1.144.4965 10.1.1.31.7578 10.1.1.32.6426 10.1.1.58.6335 10.1.1.85.8052 10.1.1.93.1931 10.1.1.55.4610 10.1.1.21.3821 10.1.1.26.9208 10.1.1.31.4869 10.1.1.48.1833 10.1.1.83.8628 10.1.1.87.9318 10.1.1.90.2195 10.1.1.36.5184 10.1.1.21.1704 10.1.1.53.1733 10.1.1.90.3181 10.1.1.53.6783 10.1.1.52.6151 10.1.1.104.6911 10.1.1.105.1691 10.1.1.21.1984 10.1.1.23.2775 10.1.1.62.5556 10.1.1.68.9063 10.1.1.74.4746 10.1.1.78.5097 10.1.1.84.743 10.1.1.84.904 10.1.1.87.6019 10.1.1.88.3907 10.1.1.89.9631 10.1.1.90.4147 10.1.1.92.365 10.1.1.100.2747 10.1.1.98.5083 10.1.1.98.6663 10.1.1.99.1894 10.1.1.99.8174 10.1.1.133.8073 10.1.1.52.7823 10.1.1.39.5341 10.1.1.35.3458 10.1.1.26.4620 10.1.1.18.8936 10.1.1.19.3694 10.1.1.12.631 10.1.1.48.6394 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 21, "dblpid": "books/acm/kim95/MengY95", "title": "Query Processing in Multidatabase Systems.", "authors": "Weiyi Meng Clement T. Yu", "misc": "2002-01-03 551-572 1995 Modern Database Systems db/books/collections/kim95.html#MengY95" }, "csx": { "id": 89, "csxid": "oai CiteSeerXPSU 10.1.1.33.8596", "title": "Dynamic Query Optimization and Query Processing in Multidatabase Systems 1.", "authors": "Henryk Josinski", "misc": "2009-04-15 Introduction  The multidatabase system (MDBS) approach, as a solution for integrated access to information distributed among diverse data sources, has gained a lot of attention in recent years. The multidatabase system is a database system which integrates pre--existing databases allowing the users to access simultaneously database systems (DBMSs) formulating a global query based on a global schema.  The component DBMSs are assumed to be heterogeneous and autonomous. Heterogeneity refers to different user interfaces, data models, query languages, and query optimization strategies [5]. Local autonomy means that each DBMS retains complete control over local data and processing. As result of this, its cost model may not be available to the global query optimizer.  When a global query is submitted, it is decomposed into two types of queries [1]   -- subqueries, operating on sharable data items from local databases,  -- assembling queries, consisting of, CiteSeerX  2009-04-15 2007-11-22 2000 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.33.8596 http //www.edbt2000.uni-konstanz.de/phd-workshop/papers/Josinski.pdf en 10.1.1.27.4704 10.1.1.51.8352 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 0.5f }
+{ "dblp": { "id": 25, "dblpid": "books/acm/kim95/RusinkiewiczS95", "title": "Specification and Execution of Transactional Workflows.", "authors": "Marek Rusinkiewicz Amit P. Sheth", "misc": "2004-03-08 592-620 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#RusinkiewiczS95 1995" }, "csx": { "id": 88, "csxid": "oai CiteSeerXPSU 10.1.1.43.3839", "title": "Specification and Execution of Transactional Workflows", "authors": "Marek Rusinkiewicz Amit Sheth", "misc": "2009-04-13 The basic transaction model has evolved over time to incorporate more complex transaction structures  and to selectively modify the atomicity and isolation properties. In this chapter we discuss the application  of transaction concepts to activities that involve coordinated execution of multiple tasks (possibly of  different types) over different processing entities. Such applications are referred to as transactional  workflows. In this chapter we discuss the specification of such workflows and the issues involved in their  execution.  1 What is a Workflow?  Workflows are activities involving the coordinated execution of multiple tasks performed by different processing entities. A task defines some work to be done and can be specified in a number of ways, including a textual description in a file or an email, a form, a message, or a computer program. A processing entity that performs the tasks may be a person or a software system (e.g., a mailer, an application program, a database mana... CiteSeerX ACM Press 2009-04-13 2007-11-22 1995 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.43.3839 http //lsdis.cs.uga.edu/lib/././download/RS93.ps en 10.1.1.17.1323 10.1.1.59.5051 10.1.1.38.6210 10.1.1.68.7445 10.1.1.109.5175 10.1.1.17.7962 10.1.1.44.7778 10.1.1.112.244 10.1.1.13.7602 10.1.1.102.7874 10.1.1.41.4043 10.1.1.49.5143 10.1.1.41.7252 10.1.1.17.3225 10.1.1.54.7761 10.1.1.55.5255 10.1.1.108.958 10.1.1.35.7733 10.1.1.52.3682 10.1.1.36.1618 10.1.1.45.6317 10.1.1.43.3180 10.1.1.35.8718 10.1.1.44.6365 10.1.1.51.2883 10.1.1.50.9206 10.1.1.6.9085 10.1.1.30.1707 10.1.1.80.6634 10.1.1.49.355 10.1.1.127.3550 10.1.1.35.3562 10.1.1.137.8832 10.1.1.49.4085 10.1.1.41.5506 10.1.1.40.4657 10.1.1.43.2369 10.1.1.40.832 10.1.1.74.5411 10.1.1.90.4428 10.1.1.110.6967 10.1.1.27.2122 10.1.1.15.5605 10.1.1.54.727 10.1.1.49.7512 10.1.1.45.8796 10.1.1.50.5984 10.1.1.53.137 10.1.1.30.3262 10.1.1.28.1680 10.1.1.21.7110 10.1.1.29.3148 10.1.1.57.687 10.1.1.59.5924 10.1.1.46.2812 10.1.1.51.5552 10.1.1.17.7375 10.1.1.40.1598 10.1.1.52.9787 10.1.1.1.3496 10.1.1.50.6791 10.1.1.55.3358 10.1.1.137.7582 10.1.1.118.4127 10.1.1.49.3580 10.1.1.35.5825 10.1.1.46.9382 10.1.1.31.7411 10.1.1.48.5504 10.1.1.55.5163 10.1.1.18.1603 10.1.1.52.8129 10.1.1.1.9723 10.1.1.21.9113 10.1.1.49.7644 10.1.1.52.6646 10.1.1.75.3106 10.1.1.80.2072 10.1.1.55.8770 10.1.1.54.8188 10.1.1.101.7919 10.1.1.104.8176 10.1.1.24.5741 10.1.1.29.4667 10.1.1.4.1055 10.1.1.48.9175 10.1.1.56.792 10.1.1.65.3172 10.1.1.66.5947 10.1.1.73.8532 10.1.1.83.8299 10.1.1.86.8521 10.1.1.87.2402 10.1.1.87.4648 10.1.1.90.5638 10.1.1.91.1709 10.1.1.94.4248 10.1.1.114.511 10.1.1.119.5037 10.1.1.124.7957 10.1.1.49.215 10.1.1.53.7777 10.1.1.53.9711 10.1.1.45.9409 10.1.1.40.8789 10.1.1.43.4845 10.1.1.34.8273 10.1.1.35.4783 10.1.1.28.3176 10.1.1.16.8151 10.1.1.8.9117 10.1.1.58.3449 10.1.1.142.7041 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 92, "csxid": "oai CiteSeerXPSU 10.1.1.13.2374", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-17 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of o#ce information systems  it is costly and di#cult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"o#ce objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to o#ce software. In order to fully exploit the approach to achieve integrated o#ce systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments.  We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt to enhance productivity through, f CiteSeerX  2009-04-17 2007-11-21 1988 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.2374 http //www.iam.unibe.ch/~scg/Archive/OSG/Nier89bIntegOfficeSystems.pdf en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 93, "csxid": "oai CiteSeerXPSU 10.1.1.42.9253", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-11 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of office information systems  it is costly and difficult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"office objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to office software. In order to fully exploit the approach to achieve integrated office systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments. We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt t CiteSeerX ACM Press and Addison-Wesley 2009-04-11 2007-11-22 1988 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.42.9253 ftp //ftp.iam.unibe.ch/pub/scg/Papers/integratedOfficeSystems.ps.gz en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 54, "dblpid": "books/aw/kimL89/SteinLU89", "title": "A Shared View of Sharing  The Treaty of Orlando.", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2002-01-03 31-48 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#SteinLU89" }, "csx": { "id": 91, "csxid": "oai CiteSeerXPSU 10.1.1.55.482", "title": "A Shared View of Sharing  The Treaty of Orlando", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2009-04-12 Introduction For the past few years, researchers have been debating the relative merits of object-oriented languages with classes and inheritance as opposed to those with prototypes and delegation. It has become clear that the object-oriented programming language design space is not a dichotomy. Instead, we have identified two fundamental mechanisms---templates and  empathy---and several different independent degrees of freedom for each. Templates create new objects in their own image, providing guarantees about the similarity of group members. Empathy allows an object to act as if it were some other object, thus providing sharing of state and behavior. The Smalltalk-80  TM  language,  1  Actors, Lieberman's Delegation  system, Self, and Hybrid each take differing stands on the forms of templates  1  Smalltalk-80  TM  is a trademark of Par CiteSeerX ACM Press 2009-04-12 2007-11-22 1989 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.55.482 http //lcs.www.media.mit.edu/people/lieber/Lieberary/OOP/Treaty/Treaty.ps en 10.1.1.26.9545 10.1.1.118.6579 10.1.1.48.69 10.1.1.57.5195 10.1.1.9.570 10.1.1.47.511 10.1.1.127.5320 10.1.1.100.4334 10.1.1.5.3348 10.1.1.39.3374 10.1.1.56.4713 10.1.1.61.2065 10.1.1.27.3015 10.1.1.1.5960 10.1.1.67.5433 10.1.1.31.8109 10.1.1.68.4062 10.1.1.49.3986 10.1.1.122.9331 10.1.1.46.8283 10.1.1.54.5230 10.1.1.16.2055 10.1.1.137.5180 10.1.1.43.5722 10.1.1.68.2105 10.1.1.35.1247 10.1.1.30.1415 10.1.1.7.5014 10.1.1.102.3946 10.1.1.105.6469 10.1.1.26.223 10.1.1.26.8645 10.1.1.35.4104 10.1.1.39.6986 10.1.1.41.7822 10.1.1.42.9056 10.1.1.53.9325 10.1.1.71.1802 10.1.1.76.6993 10.1.1.89.9613 10.1.1.121.5599 10.1.1.122.3737 10.1.1.127.1894 10.1.1.55.5674 10.1.1.37.8260 10.1.1.2.2077 10.1.1.24.5782 10.1.1.19.780 10.1.1.2.4148 10.1.1.2.4173 10.1.1.131.902 10.1.1.30.2927 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_5.3.1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_5.3.1.adm
new file mode 100644
index 0000000..256ab3a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_5.3.1.adm
@@ -0,0 +1,7 @@
+{ "dblp": { "id": 1, "dblpid": "books/acm/kim95/AnnevelinkACFHK95", "title": "Object SQL - A Language for the Design and Implementation of Object Databases.", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Daniel H. Fishman Michael L. Heytens William Kent", "misc": "2002-01-03 42-68 1995 Modern Database Systems db/books/collections/kim95.html#AnnevelinkACFHK95" }, "csx": { "id": 1, "csxid": "oai CiteSeerXPSU 10.1.1.39.1830", "title": "Object SQL - A Language for the Design and Implementation of Object Databases", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Dan Fishman Mike Heytens William Kent", "misc": "2009-04-13 ly, a function application expression consists of two expressions  a function reference (labelled func_ref in Figure 3 line 2), and an argument (labelled arg). The func_ref expression evaluates to a (generic or specific) function identifier, which may be the same as the function that the expression is a part of, thus allowing recursive function invocations. The expression labelled arg evaluates to an arbitrary object or aggregate object. The semantics of evaluating function applications was discussed in detail in section 2. For example, to set the name of a person, we evaluate the following expression   FunAssign(function name.person) (p1,'John')  In this example, the first expression is itself a function call, applying the function FunAssign to the function name.person (an example of a specific function reference). This returns the oid of the function that sets a person's name, which is subsequently applied to a tuple of two elements, the oid of the person and the new name (a string o... CiteSeerX ACM Press 2009-04-13 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.39.1830 http //www.tu-chemnitz.de/~igrdb/docs/OpenODB/osql.ps.gz en 10.1.1.31.2534 10.1.1.28.4658 10.1.1.44.5947 10.1.1.39.199 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 5, "dblpid": "books/acm/kim95/DayalHW95", "title": "Active Database Systems.", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2002-01-03 434-456 1995 Modern Database Systems db/books/collections/kim95.html#DayalHW95" }, "csx": { "id": 98, "csxid": "oai CiteSeerXPSU 10.1.1.49.2910", "title": "Active Database Systems", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2009-04-12 In Won Kim editor Modern Database Systems The Object Model Integrating a production rules facility into a database system provides a uniform mechanism for a number of advanced database features including integrity constraint enforcement, derived data maintenance, triggers, alerters, protection, version control, and others. In addition, a database system with rule processing capabilities provides a useful platform for large and efficient knowledge-base and expert systems. Database systems with production rules are referred to as active database systems, and the field of active database systems has indeed been active. This chapter summarizes current work in active database systems  topics covered include active database rule models and languages, rule execution semantics, and implementation issues.  1 Introduction  Conventional database systems are passive  they only execute queries or transactions explicitly submitted by a user or an application program. For many applications, however, it is important to monitor situations of interest, and to ... CiteSeerX ACM Press 2009-04-12 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.2910 http //www-db.stanford.edu/pub/papers/book-chapter.ps en 10.1.1.17.1323 10.1.1.143.7196 10.1.1.50.3821 10.1.1.51.9946 10.1.1.41.2030 10.1.1.46.2504 10.1.1.52.4421 10.1.1.38.2083 10.1.1.34.661 10.1.1.103.7630 10.1.1.100.9015 10.1.1.97.1699 10.1.1.107.4220 10.1.1.47.9217 10.1.1.133.7157 10.1.1.101.5051 10.1.1.30.9989 10.1.1.53.6941 10.1.1.50.8529 10.1.1.133.4287 10.1.1.50.7278 10.1.1.10.1688 10.1.1.19.8669 10.1.1.44.7600 10.1.1.144.376 10.1.1.44.1348 10.1.1.47.9998 10.1.1.90.4428 10.1.1.108.344 10.1.1.48.9470 10.1.1.53.5472 10.1.1.52.4872 10.1.1.144.4965 10.1.1.31.7578 10.1.1.32.6426 10.1.1.58.6335 10.1.1.85.8052 10.1.1.93.1931 10.1.1.55.4610 10.1.1.21.3821 10.1.1.26.9208 10.1.1.31.4869 10.1.1.48.1833 10.1.1.83.8628 10.1.1.87.9318 10.1.1.90.2195 10.1.1.36.5184 10.1.1.21.1704 10.1.1.53.1733 10.1.1.90.3181 10.1.1.53.6783 10.1.1.52.6151 10.1.1.104.6911 10.1.1.105.1691 10.1.1.21.1984 10.1.1.23.2775 10.1.1.62.5556 10.1.1.68.9063 10.1.1.74.4746 10.1.1.78.5097 10.1.1.84.743 10.1.1.84.904 10.1.1.87.6019 10.1.1.88.3907 10.1.1.89.9631 10.1.1.90.4147 10.1.1.92.365 10.1.1.100.2747 10.1.1.98.5083 10.1.1.98.6663 10.1.1.99.1894 10.1.1.99.8174 10.1.1.133.8073 10.1.1.52.7823 10.1.1.39.5341 10.1.1.35.3458 10.1.1.26.4620 10.1.1.18.8936 10.1.1.19.3694 10.1.1.12.631 10.1.1.48.6394 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 21, "dblpid": "books/acm/kim95/MengY95", "title": "Query Processing in Multidatabase Systems.", "authors": "Weiyi Meng Clement T. Yu", "misc": "2002-01-03 551-572 1995 Modern Database Systems db/books/collections/kim95.html#MengY95" }, "csx": { "id": 89, "csxid": "oai CiteSeerXPSU 10.1.1.33.8596", "title": "Dynamic Query Optimization and Query Processing in Multidatabase Systems 1.", "authors": "Henryk Josinski", "misc": "2009-04-15 Introduction  The multidatabase system (MDBS) approach, as a solution for integrated access to information distributed among diverse data sources, has gained a lot of attention in recent years. The multidatabase system is a database system which integrates pre--existing databases allowing the users to access simultaneously database systems (DBMSs) formulating a global query based on a global schema.  The component DBMSs are assumed to be heterogeneous and autonomous. Heterogeneity refers to different user interfaces, data models, query languages, and query optimization strategies [5]. Local autonomy means that each DBMS retains complete control over local data and processing. As result of this, its cost model may not be available to the global query optimizer.  When a global query is submitted, it is decomposed into two types of queries [1]   -- subqueries, operating on sharable data items from local databases,  -- assembling queries, consisting of, CiteSeerX  2009-04-15 2007-11-22 2000 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.33.8596 http //www.edbt2000.uni-konstanz.de/phd-workshop/papers/Josinski.pdf en 10.1.1.27.4704 10.1.1.51.8352 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 0.5f }
+{ "dblp": { "id": 25, "dblpid": "books/acm/kim95/RusinkiewiczS95", "title": "Specification and Execution of Transactional Workflows.", "authors": "Marek Rusinkiewicz Amit P. Sheth", "misc": "2004-03-08 592-620 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#RusinkiewiczS95 1995" }, "csx": { "id": 88, "csxid": "oai CiteSeerXPSU 10.1.1.43.3839", "title": "Specification and Execution of Transactional Workflows", "authors": "Marek Rusinkiewicz Amit Sheth", "misc": "2009-04-13 The basic transaction model has evolved over time to incorporate more complex transaction structures  and to selectively modify the atomicity and isolation properties. In this chapter we discuss the application  of transaction concepts to activities that involve coordinated execution of multiple tasks (possibly of  different types) over different processing entities. Such applications are referred to as transactional  workflows. In this chapter we discuss the specification of such workflows and the issues involved in their  execution.  1 What is a Workflow?  Workflows are activities involving the coordinated execution of multiple tasks performed by different processing entities. A task defines some work to be done and can be specified in a number of ways, including a textual description in a file or an email, a form, a message, or a computer program. A processing entity that performs the tasks may be a person or a software system (e.g., a mailer, an application program, a database mana... CiteSeerX ACM Press 2009-04-13 2007-11-22 1995 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.43.3839 http //lsdis.cs.uga.edu/lib/././download/RS93.ps en 10.1.1.17.1323 10.1.1.59.5051 10.1.1.38.6210 10.1.1.68.7445 10.1.1.109.5175 10.1.1.17.7962 10.1.1.44.7778 10.1.1.112.244 10.1.1.13.7602 10.1.1.102.7874 10.1.1.41.4043 10.1.1.49.5143 10.1.1.41.7252 10.1.1.17.3225 10.1.1.54.7761 10.1.1.55.5255 10.1.1.108.958 10.1.1.35.7733 10.1.1.52.3682 10.1.1.36.1618 10.1.1.45.6317 10.1.1.43.3180 10.1.1.35.8718 10.1.1.44.6365 10.1.1.51.2883 10.1.1.50.9206 10.1.1.6.9085 10.1.1.30.1707 10.1.1.80.6634 10.1.1.49.355 10.1.1.127.3550 10.1.1.35.3562 10.1.1.137.8832 10.1.1.49.4085 10.1.1.41.5506 10.1.1.40.4657 10.1.1.43.2369 10.1.1.40.832 10.1.1.74.5411 10.1.1.90.4428 10.1.1.110.6967 10.1.1.27.2122 10.1.1.15.5605 10.1.1.54.727 10.1.1.49.7512 10.1.1.45.8796 10.1.1.50.5984 10.1.1.53.137 10.1.1.30.3262 10.1.1.28.1680 10.1.1.21.7110 10.1.1.29.3148 10.1.1.57.687 10.1.1.59.5924 10.1.1.46.2812 10.1.1.51.5552 10.1.1.17.7375 10.1.1.40.1598 10.1.1.52.9787 10.1.1.1.3496 10.1.1.50.6791 10.1.1.55.3358 10.1.1.137.7582 10.1.1.118.4127 10.1.1.49.3580 10.1.1.35.5825 10.1.1.46.9382 10.1.1.31.7411 10.1.1.48.5504 10.1.1.55.5163 10.1.1.18.1603 10.1.1.52.8129 10.1.1.1.9723 10.1.1.21.9113 10.1.1.49.7644 10.1.1.52.6646 10.1.1.75.3106 10.1.1.80.2072 10.1.1.55.8770 10.1.1.54.8188 10.1.1.101.7919 10.1.1.104.8176 10.1.1.24.5741 10.1.1.29.4667 10.1.1.4.1055 10.1.1.48.9175 10.1.1.56.792 10.1.1.65.3172 10.1.1.66.5947 10.1.1.73.8532 10.1.1.83.8299 10.1.1.86.8521 10.1.1.87.2402 10.1.1.87.4648 10.1.1.90.5638 10.1.1.91.1709 10.1.1.94.4248 10.1.1.114.511 10.1.1.119.5037 10.1.1.124.7957 10.1.1.49.215 10.1.1.53.7777 10.1.1.53.9711 10.1.1.45.9409 10.1.1.40.8789 10.1.1.43.4845 10.1.1.34.8273 10.1.1.35.4783 10.1.1.28.3176 10.1.1.16.8151 10.1.1.8.9117 10.1.1.58.3449 10.1.1.142.7041 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 92, "csxid": "oai CiteSeerXPSU 10.1.1.13.2374", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-17 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of o#ce information systems  it is costly and di#cult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"o#ce objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to o#ce software. In order to fully exploit the approach to achieve integrated o#ce systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments.  We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt to enhance productivity through, f CiteSeerX  2009-04-17 2007-11-21 1988 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.2374 http //www.iam.unibe.ch/~scg/Archive/OSG/Nier89bIntegOfficeSystems.pdf en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 93, "csxid": "oai CiteSeerXPSU 10.1.1.42.9253", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-11 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of office information systems  it is costly and difficult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"office objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to office software. In order to fully exploit the approach to achieve integrated office systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments. We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt t CiteSeerX ACM Press and Addison-Wesley 2009-04-11 2007-11-22 1988 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.42.9253 ftp //ftp.iam.unibe.ch/pub/scg/Papers/integratedOfficeSystems.ps.gz en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 54, "dblpid": "books/aw/kimL89/SteinLU89", "title": "A Shared View of Sharing  The Treaty of Orlando.", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2002-01-03 31-48 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#SteinLU89" }, "csx": { "id": 91, "csxid": "oai CiteSeerXPSU 10.1.1.55.482", "title": "A Shared View of Sharing  The Treaty of Orlando", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2009-04-12 Introduction For the past few years, researchers have been debating the relative merits of object-oriented languages with classes and inheritance as opposed to those with prototypes and delegation. It has become clear that the object-oriented programming language design space is not a dichotomy. Instead, we have identified two fundamental mechanisms---templates and  empathy---and several different independent degrees of freedom for each. Templates create new objects in their own image, providing guarantees about the similarity of group members. Empathy allows an object to act as if it were some other object, thus providing sharing of state and behavior. The Smalltalk-80  TM  language,  1  Actors, Lieberman's Delegation  system, Self, and Hybrid each take differing stands on the forms of templates  1  Smalltalk-80  TM  is a trademark of Par CiteSeerX ACM Press 2009-04-12 2007-11-22 1989 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.55.482 http //lcs.www.media.mit.edu/people/lieber/Lieberary/OOP/Treaty/Treaty.ps en 10.1.1.26.9545 10.1.1.118.6579 10.1.1.48.69 10.1.1.57.5195 10.1.1.9.570 10.1.1.47.511 10.1.1.127.5320 10.1.1.100.4334 10.1.1.5.3348 10.1.1.39.3374 10.1.1.56.4713 10.1.1.61.2065 10.1.1.27.3015 10.1.1.1.5960 10.1.1.67.5433 10.1.1.31.8109 10.1.1.68.4062 10.1.1.49.3986 10.1.1.122.9331 10.1.1.46.8283 10.1.1.54.5230 10.1.1.16.2055 10.1.1.137.5180 10.1.1.43.5722 10.1.1.68.2105 10.1.1.35.1247 10.1.1.30.1415 10.1.1.7.5014 10.1.1.102.3946 10.1.1.105.6469 10.1.1.26.223 10.1.1.26.8645 10.1.1.35.4104 10.1.1.39.6986 10.1.1.41.7822 10.1.1.42.9056 10.1.1.53.9325 10.1.1.71.1802 10.1.1.76.6993 10.1.1.89.9613 10.1.1.121.5599 10.1.1.122.3737 10.1.1.127.1894 10.1.1.55.5674 10.1.1.37.8260 10.1.1.2.2077 10.1.1.24.5782 10.1.1.19.780 10.1.1.2.4148 10.1.1.2.4173 10.1.1.131.902 10.1.1.30.2927 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_5.3.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_5.3.adm
new file mode 100644
index 0000000..256ab3a
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@@ -0,0 +1,7 @@
+{ "dblp": { "id": 1, "dblpid": "books/acm/kim95/AnnevelinkACFHK95", "title": "Object SQL - A Language for the Design and Implementation of Object Databases.", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Daniel H. Fishman Michael L. Heytens William Kent", "misc": "2002-01-03 42-68 1995 Modern Database Systems db/books/collections/kim95.html#AnnevelinkACFHK95" }, "csx": { "id": 1, "csxid": "oai CiteSeerXPSU 10.1.1.39.1830", "title": "Object SQL - A Language for the Design and Implementation of Object Databases", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Dan Fishman Mike Heytens William Kent", "misc": "2009-04-13 ly, a function application expression consists of two expressions  a function reference (labelled func_ref in Figure 3 line 2), and an argument (labelled arg). The func_ref expression evaluates to a (generic or specific) function identifier, which may be the same as the function that the expression is a part of, thus allowing recursive function invocations. The expression labelled arg evaluates to an arbitrary object or aggregate object. The semantics of evaluating function applications was discussed in detail in section 2. For example, to set the name of a person, we evaluate the following expression   FunAssign(function name.person) (p1,'John')  In this example, the first expression is itself a function call, applying the function FunAssign to the function name.person (an example of a specific function reference). This returns the oid of the function that sets a person's name, which is subsequently applied to a tuple of two elements, the oid of the person and the new name (a string o... CiteSeerX ACM Press 2009-04-13 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.39.1830 http //www.tu-chemnitz.de/~igrdb/docs/OpenODB/osql.ps.gz en 10.1.1.31.2534 10.1.1.28.4658 10.1.1.44.5947 10.1.1.39.199 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 5, "dblpid": "books/acm/kim95/DayalHW95", "title": "Active Database Systems.", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2002-01-03 434-456 1995 Modern Database Systems db/books/collections/kim95.html#DayalHW95" }, "csx": { "id": 98, "csxid": "oai CiteSeerXPSU 10.1.1.49.2910", "title": "Active Database Systems", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2009-04-12 In Won Kim editor Modern Database Systems The Object Model Integrating a production rules facility into a database system provides a uniform mechanism for a number of advanced database features including integrity constraint enforcement, derived data maintenance, triggers, alerters, protection, version control, and others. In addition, a database system with rule processing capabilities provides a useful platform for large and efficient knowledge-base and expert systems. Database systems with production rules are referred to as active database systems, and the field of active database systems has indeed been active. This chapter summarizes current work in active database systems  topics covered include active database rule models and languages, rule execution semantics, and implementation issues.  1 Introduction  Conventional database systems are passive  they only execute queries or transactions explicitly submitted by a user or an application program. For many applications, however, it is important to monitor situations of interest, and to ... CiteSeerX ACM Press 2009-04-12 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.2910 http //www-db.stanford.edu/pub/papers/book-chapter.ps en 10.1.1.17.1323 10.1.1.143.7196 10.1.1.50.3821 10.1.1.51.9946 10.1.1.41.2030 10.1.1.46.2504 10.1.1.52.4421 10.1.1.38.2083 10.1.1.34.661 10.1.1.103.7630 10.1.1.100.9015 10.1.1.97.1699 10.1.1.107.4220 10.1.1.47.9217 10.1.1.133.7157 10.1.1.101.5051 10.1.1.30.9989 10.1.1.53.6941 10.1.1.50.8529 10.1.1.133.4287 10.1.1.50.7278 10.1.1.10.1688 10.1.1.19.8669 10.1.1.44.7600 10.1.1.144.376 10.1.1.44.1348 10.1.1.47.9998 10.1.1.90.4428 10.1.1.108.344 10.1.1.48.9470 10.1.1.53.5472 10.1.1.52.4872 10.1.1.144.4965 10.1.1.31.7578 10.1.1.32.6426 10.1.1.58.6335 10.1.1.85.8052 10.1.1.93.1931 10.1.1.55.4610 10.1.1.21.3821 10.1.1.26.9208 10.1.1.31.4869 10.1.1.48.1833 10.1.1.83.8628 10.1.1.87.9318 10.1.1.90.2195 10.1.1.36.5184 10.1.1.21.1704 10.1.1.53.1733 10.1.1.90.3181 10.1.1.53.6783 10.1.1.52.6151 10.1.1.104.6911 10.1.1.105.1691 10.1.1.21.1984 10.1.1.23.2775 10.1.1.62.5556 10.1.1.68.9063 10.1.1.74.4746 10.1.1.78.5097 10.1.1.84.743 10.1.1.84.904 10.1.1.87.6019 10.1.1.88.3907 10.1.1.89.9631 10.1.1.90.4147 10.1.1.92.365 10.1.1.100.2747 10.1.1.98.5083 10.1.1.98.6663 10.1.1.99.1894 10.1.1.99.8174 10.1.1.133.8073 10.1.1.52.7823 10.1.1.39.5341 10.1.1.35.3458 10.1.1.26.4620 10.1.1.18.8936 10.1.1.19.3694 10.1.1.12.631 10.1.1.48.6394 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 21, "dblpid": "books/acm/kim95/MengY95", "title": "Query Processing in Multidatabase Systems.", "authors": "Weiyi Meng Clement T. Yu", "misc": "2002-01-03 551-572 1995 Modern Database Systems db/books/collections/kim95.html#MengY95" }, "csx": { "id": 89, "csxid": "oai CiteSeerXPSU 10.1.1.33.8596", "title": "Dynamic Query Optimization and Query Processing in Multidatabase Systems 1.", "authors": "Henryk Josinski", "misc": "2009-04-15 Introduction  The multidatabase system (MDBS) approach, as a solution for integrated access to information distributed among diverse data sources, has gained a lot of attention in recent years. The multidatabase system is a database system which integrates pre--existing databases allowing the users to access simultaneously database systems (DBMSs) formulating a global query based on a global schema.  The component DBMSs are assumed to be heterogeneous and autonomous. Heterogeneity refers to different user interfaces, data models, query languages, and query optimization strategies [5]. Local autonomy means that each DBMS retains complete control over local data and processing. As result of this, its cost model may not be available to the global query optimizer.  When a global query is submitted, it is decomposed into two types of queries [1]   -- subqueries, operating on sharable data items from local databases,  -- assembling queries, consisting of, CiteSeerX  2009-04-15 2007-11-22 2000 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.33.8596 http //www.edbt2000.uni-konstanz.de/phd-workshop/papers/Josinski.pdf en 10.1.1.27.4704 10.1.1.51.8352 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 0.5f }
+{ "dblp": { "id": 25, "dblpid": "books/acm/kim95/RusinkiewiczS95", "title": "Specification and Execution of Transactional Workflows.", "authors": "Marek Rusinkiewicz Amit P. Sheth", "misc": "2004-03-08 592-620 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#RusinkiewiczS95 1995" }, "csx": { "id": 88, "csxid": "oai CiteSeerXPSU 10.1.1.43.3839", "title": "Specification and Execution of Transactional Workflows", "authors": "Marek Rusinkiewicz Amit Sheth", "misc": "2009-04-13 The basic transaction model has evolved over time to incorporate more complex transaction structures  and to selectively modify the atomicity and isolation properties. In this chapter we discuss the application  of transaction concepts to activities that involve coordinated execution of multiple tasks (possibly of  different types) over different processing entities. Such applications are referred to as transactional  workflows. In this chapter we discuss the specification of such workflows and the issues involved in their  execution.  1 What is a Workflow?  Workflows are activities involving the coordinated execution of multiple tasks performed by different processing entities. A task defines some work to be done and can be specified in a number of ways, including a textual description in a file or an email, a form, a message, or a computer program. A processing entity that performs the tasks may be a person or a software system (e.g., a mailer, an application program, a database mana... CiteSeerX ACM Press 2009-04-13 2007-11-22 1995 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.43.3839 http //lsdis.cs.uga.edu/lib/././download/RS93.ps en 10.1.1.17.1323 10.1.1.59.5051 10.1.1.38.6210 10.1.1.68.7445 10.1.1.109.5175 10.1.1.17.7962 10.1.1.44.7778 10.1.1.112.244 10.1.1.13.7602 10.1.1.102.7874 10.1.1.41.4043 10.1.1.49.5143 10.1.1.41.7252 10.1.1.17.3225 10.1.1.54.7761 10.1.1.55.5255 10.1.1.108.958 10.1.1.35.7733 10.1.1.52.3682 10.1.1.36.1618 10.1.1.45.6317 10.1.1.43.3180 10.1.1.35.8718 10.1.1.44.6365 10.1.1.51.2883 10.1.1.50.9206 10.1.1.6.9085 10.1.1.30.1707 10.1.1.80.6634 10.1.1.49.355 10.1.1.127.3550 10.1.1.35.3562 10.1.1.137.8832 10.1.1.49.4085 10.1.1.41.5506 10.1.1.40.4657 10.1.1.43.2369 10.1.1.40.832 10.1.1.74.5411 10.1.1.90.4428 10.1.1.110.6967 10.1.1.27.2122 10.1.1.15.5605 10.1.1.54.727 10.1.1.49.7512 10.1.1.45.8796 10.1.1.50.5984 10.1.1.53.137 10.1.1.30.3262 10.1.1.28.1680 10.1.1.21.7110 10.1.1.29.3148 10.1.1.57.687 10.1.1.59.5924 10.1.1.46.2812 10.1.1.51.5552 10.1.1.17.7375 10.1.1.40.1598 10.1.1.52.9787 10.1.1.1.3496 10.1.1.50.6791 10.1.1.55.3358 10.1.1.137.7582 10.1.1.118.4127 10.1.1.49.3580 10.1.1.35.5825 10.1.1.46.9382 10.1.1.31.7411 10.1.1.48.5504 10.1.1.55.5163 10.1.1.18.1603 10.1.1.52.8129 10.1.1.1.9723 10.1.1.21.9113 10.1.1.49.7644 10.1.1.52.6646 10.1.1.75.3106 10.1.1.80.2072 10.1.1.55.8770 10.1.1.54.8188 10.1.1.101.7919 10.1.1.104.8176 10.1.1.24.5741 10.1.1.29.4667 10.1.1.4.1055 10.1.1.48.9175 10.1.1.56.792 10.1.1.65.3172 10.1.1.66.5947 10.1.1.73.8532 10.1.1.83.8299 10.1.1.86.8521 10.1.1.87.2402 10.1.1.87.4648 10.1.1.90.5638 10.1.1.91.1709 10.1.1.94.4248 10.1.1.114.511 10.1.1.119.5037 10.1.1.124.7957 10.1.1.49.215 10.1.1.53.7777 10.1.1.53.9711 10.1.1.45.9409 10.1.1.40.8789 10.1.1.43.4845 10.1.1.34.8273 10.1.1.35.4783 10.1.1.28.3176 10.1.1.16.8151 10.1.1.8.9117 10.1.1.58.3449 10.1.1.142.7041 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 92, "csxid": "oai CiteSeerXPSU 10.1.1.13.2374", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-17 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of o#ce information systems  it is costly and di#cult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"o#ce objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to o#ce software. In order to fully exploit the approach to achieve integrated o#ce systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments.  We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt to enhance productivity through, f CiteSeerX  2009-04-17 2007-11-21 1988 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.2374 http //www.iam.unibe.ch/~scg/Archive/OSG/Nier89bIntegOfficeSystems.pdf en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 93, "csxid": "oai CiteSeerXPSU 10.1.1.42.9253", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-11 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of office information systems  it is costly and difficult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"office objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to office software. In order to fully exploit the approach to achieve integrated office systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments. We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt t CiteSeerX ACM Press and Addison-Wesley 2009-04-11 2007-11-22 1988 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.42.9253 ftp //ftp.iam.unibe.ch/pub/scg/Papers/integratedOfficeSystems.ps.gz en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 54, "dblpid": "books/aw/kimL89/SteinLU89", "title": "A Shared View of Sharing  The Treaty of Orlando.", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2002-01-03 31-48 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#SteinLU89" }, "csx": { "id": 91, "csxid": "oai CiteSeerXPSU 10.1.1.55.482", "title": "A Shared View of Sharing  The Treaty of Orlando", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2009-04-12 Introduction For the past few years, researchers have been debating the relative merits of object-oriented languages with classes and inheritance as opposed to those with prototypes and delegation. It has become clear that the object-oriented programming language design space is not a dichotomy. Instead, we have identified two fundamental mechanisms---templates and  empathy---and several different independent degrees of freedom for each. Templates create new objects in their own image, providing guarantees about the similarity of group members. Empathy allows an object to act as if it were some other object, thus providing sharing of state and behavior. The Smalltalk-80  TM  language,  1  Actors, Lieberman's Delegation  system, Self, and Hybrid each take differing stands on the forms of templates  1  Smalltalk-80  TM  is a trademark of Par CiteSeerX ACM Press 2009-04-12 2007-11-22 1989 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.55.482 http //lcs.www.media.mit.edu/people/lieber/Lieberary/OOP/Treaty/Treaty.ps en 10.1.1.26.9545 10.1.1.118.6579 10.1.1.48.69 10.1.1.57.5195 10.1.1.9.570 10.1.1.47.511 10.1.1.127.5320 10.1.1.100.4334 10.1.1.5.3348 10.1.1.39.3374 10.1.1.56.4713 10.1.1.61.2065 10.1.1.27.3015 10.1.1.1.5960 10.1.1.67.5433 10.1.1.31.8109 10.1.1.68.4062 10.1.1.49.3986 10.1.1.122.9331 10.1.1.46.8283 10.1.1.54.5230 10.1.1.16.2055 10.1.1.137.5180 10.1.1.43.5722 10.1.1.68.2105 10.1.1.35.1247 10.1.1.30.1415 10.1.1.7.5014 10.1.1.102.3946 10.1.1.105.6469 10.1.1.26.223 10.1.1.26.8645 10.1.1.35.4104 10.1.1.39.6986 10.1.1.41.7822 10.1.1.42.9056 10.1.1.53.9325 10.1.1.71.1802 10.1.1.76.6993 10.1.1.89.9613 10.1.1.121.5599 10.1.1.122.3737 10.1.1.127.1894 10.1.1.55.5674 10.1.1.37.8260 10.1.1.2.2077 10.1.1.24.5782 10.1.1.19.780 10.1.1.2.4148 10.1.1.2.4173 10.1.1.131.902 10.1.1.30.2927 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_5.4.1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_5.4.1.adm
new file mode 100644
index 0000000..256ab3a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_5.4.1.adm
@@ -0,0 +1,7 @@
+{ "dblp": { "id": 1, "dblpid": "books/acm/kim95/AnnevelinkACFHK95", "title": "Object SQL - A Language for the Design and Implementation of Object Databases.", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Daniel H. Fishman Michael L. Heytens William Kent", "misc": "2002-01-03 42-68 1995 Modern Database Systems db/books/collections/kim95.html#AnnevelinkACFHK95" }, "csx": { "id": 1, "csxid": "oai CiteSeerXPSU 10.1.1.39.1830", "title": "Object SQL - A Language for the Design and Implementation of Object Databases", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Dan Fishman Mike Heytens William Kent", "misc": "2009-04-13 ly, a function application expression consists of two expressions  a function reference (labelled func_ref in Figure 3 line 2), and an argument (labelled arg). The func_ref expression evaluates to a (generic or specific) function identifier, which may be the same as the function that the expression is a part of, thus allowing recursive function invocations. The expression labelled arg evaluates to an arbitrary object or aggregate object. The semantics of evaluating function applications was discussed in detail in section 2. For example, to set the name of a person, we evaluate the following expression   FunAssign(function name.person) (p1,'John')  In this example, the first expression is itself a function call, applying the function FunAssign to the function name.person (an example of a specific function reference). This returns the oid of the function that sets a person's name, which is subsequently applied to a tuple of two elements, the oid of the person and the new name (a string o... CiteSeerX ACM Press 2009-04-13 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.39.1830 http //www.tu-chemnitz.de/~igrdb/docs/OpenODB/osql.ps.gz en 10.1.1.31.2534 10.1.1.28.4658 10.1.1.44.5947 10.1.1.39.199 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 5, "dblpid": "books/acm/kim95/DayalHW95", "title": "Active Database Systems.", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2002-01-03 434-456 1995 Modern Database Systems db/books/collections/kim95.html#DayalHW95" }, "csx": { "id": 98, "csxid": "oai CiteSeerXPSU 10.1.1.49.2910", "title": "Active Database Systems", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2009-04-12 In Won Kim editor Modern Database Systems The Object Model Integrating a production rules facility into a database system provides a uniform mechanism for a number of advanced database features including integrity constraint enforcement, derived data maintenance, triggers, alerters, protection, version control, and others. In addition, a database system with rule processing capabilities provides a useful platform for large and efficient knowledge-base and expert systems. Database systems with production rules are referred to as active database systems, and the field of active database systems has indeed been active. This chapter summarizes current work in active database systems  topics covered include active database rule models and languages, rule execution semantics, and implementation issues.  1 Introduction  Conventional database systems are passive  they only execute queries or transactions explicitly submitted by a user or an application program. For many applications, however, it is important to monitor situations of interest, and to ... CiteSeerX ACM Press 2009-04-12 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.2910 http //www-db.stanford.edu/pub/papers/book-chapter.ps en 10.1.1.17.1323 10.1.1.143.7196 10.1.1.50.3821 10.1.1.51.9946 10.1.1.41.2030 10.1.1.46.2504 10.1.1.52.4421 10.1.1.38.2083 10.1.1.34.661 10.1.1.103.7630 10.1.1.100.9015 10.1.1.97.1699 10.1.1.107.4220 10.1.1.47.9217 10.1.1.133.7157 10.1.1.101.5051 10.1.1.30.9989 10.1.1.53.6941 10.1.1.50.8529 10.1.1.133.4287 10.1.1.50.7278 10.1.1.10.1688 10.1.1.19.8669 10.1.1.44.7600 10.1.1.144.376 10.1.1.44.1348 10.1.1.47.9998 10.1.1.90.4428 10.1.1.108.344 10.1.1.48.9470 10.1.1.53.5472 10.1.1.52.4872 10.1.1.144.4965 10.1.1.31.7578 10.1.1.32.6426 10.1.1.58.6335 10.1.1.85.8052 10.1.1.93.1931 10.1.1.55.4610 10.1.1.21.3821 10.1.1.26.9208 10.1.1.31.4869 10.1.1.48.1833 10.1.1.83.8628 10.1.1.87.9318 10.1.1.90.2195 10.1.1.36.5184 10.1.1.21.1704 10.1.1.53.1733 10.1.1.90.3181 10.1.1.53.6783 10.1.1.52.6151 10.1.1.104.6911 10.1.1.105.1691 10.1.1.21.1984 10.1.1.23.2775 10.1.1.62.5556 10.1.1.68.9063 10.1.1.74.4746 10.1.1.78.5097 10.1.1.84.743 10.1.1.84.904 10.1.1.87.6019 10.1.1.88.3907 10.1.1.89.9631 10.1.1.90.4147 10.1.1.92.365 10.1.1.100.2747 10.1.1.98.5083 10.1.1.98.6663 10.1.1.99.1894 10.1.1.99.8174 10.1.1.133.8073 10.1.1.52.7823 10.1.1.39.5341 10.1.1.35.3458 10.1.1.26.4620 10.1.1.18.8936 10.1.1.19.3694 10.1.1.12.631 10.1.1.48.6394 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 21, "dblpid": "books/acm/kim95/MengY95", "title": "Query Processing in Multidatabase Systems.", "authors": "Weiyi Meng Clement T. Yu", "misc": "2002-01-03 551-572 1995 Modern Database Systems db/books/collections/kim95.html#MengY95" }, "csx": { "id": 89, "csxid": "oai CiteSeerXPSU 10.1.1.33.8596", "title": "Dynamic Query Optimization and Query Processing in Multidatabase Systems 1.", "authors": "Henryk Josinski", "misc": "2009-04-15 Introduction  The multidatabase system (MDBS) approach, as a solution for integrated access to information distributed among diverse data sources, has gained a lot of attention in recent years. The multidatabase system is a database system which integrates pre--existing databases allowing the users to access simultaneously database systems (DBMSs) formulating a global query based on a global schema.  The component DBMSs are assumed to be heterogeneous and autonomous. Heterogeneity refers to different user interfaces, data models, query languages, and query optimization strategies [5]. Local autonomy means that each DBMS retains complete control over local data and processing. As result of this, its cost model may not be available to the global query optimizer.  When a global query is submitted, it is decomposed into two types of queries [1]   -- subqueries, operating on sharable data items from local databases,  -- assembling queries, consisting of, CiteSeerX  2009-04-15 2007-11-22 2000 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.33.8596 http //www.edbt2000.uni-konstanz.de/phd-workshop/papers/Josinski.pdf en 10.1.1.27.4704 10.1.1.51.8352 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 0.5f }
+{ "dblp": { "id": 25, "dblpid": "books/acm/kim95/RusinkiewiczS95", "title": "Specification and Execution of Transactional Workflows.", "authors": "Marek Rusinkiewicz Amit P. Sheth", "misc": "2004-03-08 592-620 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#RusinkiewiczS95 1995" }, "csx": { "id": 88, "csxid": "oai CiteSeerXPSU 10.1.1.43.3839", "title": "Specification and Execution of Transactional Workflows", "authors": "Marek Rusinkiewicz Amit Sheth", "misc": "2009-04-13 The basic transaction model has evolved over time to incorporate more complex transaction structures  and to selectively modify the atomicity and isolation properties. In this chapter we discuss the application  of transaction concepts to activities that involve coordinated execution of multiple tasks (possibly of  different types) over different processing entities. Such applications are referred to as transactional  workflows. In this chapter we discuss the specification of such workflows and the issues involved in their  execution.  1 What is a Workflow?  Workflows are activities involving the coordinated execution of multiple tasks performed by different processing entities. A task defines some work to be done and can be specified in a number of ways, including a textual description in a file or an email, a form, a message, or a computer program. A processing entity that performs the tasks may be a person or a software system (e.g., a mailer, an application program, a database mana... CiteSeerX ACM Press 2009-04-13 2007-11-22 1995 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.43.3839 http //lsdis.cs.uga.edu/lib/././download/RS93.ps en 10.1.1.17.1323 10.1.1.59.5051 10.1.1.38.6210 10.1.1.68.7445 10.1.1.109.5175 10.1.1.17.7962 10.1.1.44.7778 10.1.1.112.244 10.1.1.13.7602 10.1.1.102.7874 10.1.1.41.4043 10.1.1.49.5143 10.1.1.41.7252 10.1.1.17.3225 10.1.1.54.7761 10.1.1.55.5255 10.1.1.108.958 10.1.1.35.7733 10.1.1.52.3682 10.1.1.36.1618 10.1.1.45.6317 10.1.1.43.3180 10.1.1.35.8718 10.1.1.44.6365 10.1.1.51.2883 10.1.1.50.9206 10.1.1.6.9085 10.1.1.30.1707 10.1.1.80.6634 10.1.1.49.355 10.1.1.127.3550 10.1.1.35.3562 10.1.1.137.8832 10.1.1.49.4085 10.1.1.41.5506 10.1.1.40.4657 10.1.1.43.2369 10.1.1.40.832 10.1.1.74.5411 10.1.1.90.4428 10.1.1.110.6967 10.1.1.27.2122 10.1.1.15.5605 10.1.1.54.727 10.1.1.49.7512 10.1.1.45.8796 10.1.1.50.5984 10.1.1.53.137 10.1.1.30.3262 10.1.1.28.1680 10.1.1.21.7110 10.1.1.29.3148 10.1.1.57.687 10.1.1.59.5924 10.1.1.46.2812 10.1.1.51.5552 10.1.1.17.7375 10.1.1.40.1598 10.1.1.52.9787 10.1.1.1.3496 10.1.1.50.6791 10.1.1.55.3358 10.1.1.137.7582 10.1.1.118.4127 10.1.1.49.3580 10.1.1.35.5825 10.1.1.46.9382 10.1.1.31.7411 10.1.1.48.5504 10.1.1.55.5163 10.1.1.18.1603 10.1.1.52.8129 10.1.1.1.9723 10.1.1.21.9113 10.1.1.49.7644 10.1.1.52.6646 10.1.1.75.3106 10.1.1.80.2072 10.1.1.55.8770 10.1.1.54.8188 10.1.1.101.7919 10.1.1.104.8176 10.1.1.24.5741 10.1.1.29.4667 10.1.1.4.1055 10.1.1.48.9175 10.1.1.56.792 10.1.1.65.3172 10.1.1.66.5947 10.1.1.73.8532 10.1.1.83.8299 10.1.1.86.8521 10.1.1.87.2402 10.1.1.87.4648 10.1.1.90.5638 10.1.1.91.1709 10.1.1.94.4248 10.1.1.114.511 10.1.1.119.5037 10.1.1.124.7957 10.1.1.49.215 10.1.1.53.7777 10.1.1.53.9711 10.1.1.45.9409 10.1.1.40.8789 10.1.1.43.4845 10.1.1.34.8273 10.1.1.35.4783 10.1.1.28.3176 10.1.1.16.8151 10.1.1.8.9117 10.1.1.58.3449 10.1.1.142.7041 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 92, "csxid": "oai CiteSeerXPSU 10.1.1.13.2374", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-17 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of o#ce information systems  it is costly and di#cult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"o#ce objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to o#ce software. In order to fully exploit the approach to achieve integrated o#ce systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments.  We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt to enhance productivity through, f CiteSeerX  2009-04-17 2007-11-21 1988 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.2374 http //www.iam.unibe.ch/~scg/Archive/OSG/Nier89bIntegOfficeSystems.pdf en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 93, "csxid": "oai CiteSeerXPSU 10.1.1.42.9253", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-11 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of office information systems  it is costly and difficult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"office objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to office software. In order to fully exploit the approach to achieve integrated office systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments. We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt t CiteSeerX ACM Press and Addison-Wesley 2009-04-11 2007-11-22 1988 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.42.9253 ftp //ftp.iam.unibe.ch/pub/scg/Papers/integratedOfficeSystems.ps.gz en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 54, "dblpid": "books/aw/kimL89/SteinLU89", "title": "A Shared View of Sharing  The Treaty of Orlando.", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2002-01-03 31-48 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#SteinLU89" }, "csx": { "id": 91, "csxid": "oai CiteSeerXPSU 10.1.1.55.482", "title": "A Shared View of Sharing  The Treaty of Orlando", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2009-04-12 Introduction For the past few years, researchers have been debating the relative merits of object-oriented languages with classes and inheritance as opposed to those with prototypes and delegation. It has become clear that the object-oriented programming language design space is not a dichotomy. Instead, we have identified two fundamental mechanisms---templates and  empathy---and several different independent degrees of freedom for each. Templates create new objects in their own image, providing guarantees about the similarity of group members. Empathy allows an object to act as if it were some other object, thus providing sharing of state and behavior. The Smalltalk-80  TM  language,  1  Actors, Lieberman's Delegation  system, Self, and Hybrid each take differing stands on the forms of templates  1  Smalltalk-80  TM  is a trademark of Par CiteSeerX ACM Press 2009-04-12 2007-11-22 1989 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.55.482 http //lcs.www.media.mit.edu/people/lieber/Lieberary/OOP/Treaty/Treaty.ps en 10.1.1.26.9545 10.1.1.118.6579 10.1.1.48.69 10.1.1.57.5195 10.1.1.9.570 10.1.1.47.511 10.1.1.127.5320 10.1.1.100.4334 10.1.1.5.3348 10.1.1.39.3374 10.1.1.56.4713 10.1.1.61.2065 10.1.1.27.3015 10.1.1.1.5960 10.1.1.67.5433 10.1.1.31.8109 10.1.1.68.4062 10.1.1.49.3986 10.1.1.122.9331 10.1.1.46.8283 10.1.1.54.5230 10.1.1.16.2055 10.1.1.137.5180 10.1.1.43.5722 10.1.1.68.2105 10.1.1.35.1247 10.1.1.30.1415 10.1.1.7.5014 10.1.1.102.3946 10.1.1.105.6469 10.1.1.26.223 10.1.1.26.8645 10.1.1.35.4104 10.1.1.39.6986 10.1.1.41.7822 10.1.1.42.9056 10.1.1.53.9325 10.1.1.71.1802 10.1.1.76.6993 10.1.1.89.9613 10.1.1.121.5599 10.1.1.122.3737 10.1.1.127.1894 10.1.1.55.5674 10.1.1.37.8260 10.1.1.2.2077 10.1.1.24.5782 10.1.1.19.780 10.1.1.2.4148 10.1.1.2.4173 10.1.1.131.902 10.1.1.30.2927 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_5.4.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_5.4.adm
new file mode 100644
index 0000000..256ab3a
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@@ -0,0 +1,7 @@
+{ "dblp": { "id": 1, "dblpid": "books/acm/kim95/AnnevelinkACFHK95", "title": "Object SQL - A Language for the Design and Implementation of Object Databases.", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Daniel H. Fishman Michael L. Heytens William Kent", "misc": "2002-01-03 42-68 1995 Modern Database Systems db/books/collections/kim95.html#AnnevelinkACFHK95" }, "csx": { "id": 1, "csxid": "oai CiteSeerXPSU 10.1.1.39.1830", "title": "Object SQL - A Language for the Design and Implementation of Object Databases", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Dan Fishman Mike Heytens William Kent", "misc": "2009-04-13 ly, a function application expression consists of two expressions  a function reference (labelled func_ref in Figure 3 line 2), and an argument (labelled arg). The func_ref expression evaluates to a (generic or specific) function identifier, which may be the same as the function that the expression is a part of, thus allowing recursive function invocations. The expression labelled arg evaluates to an arbitrary object or aggregate object. The semantics of evaluating function applications was discussed in detail in section 2. For example, to set the name of a person, we evaluate the following expression   FunAssign(function name.person) (p1,'John')  In this example, the first expression is itself a function call, applying the function FunAssign to the function name.person (an example of a specific function reference). This returns the oid of the function that sets a person's name, which is subsequently applied to a tuple of two elements, the oid of the person and the new name (a string o... CiteSeerX ACM Press 2009-04-13 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.39.1830 http //www.tu-chemnitz.de/~igrdb/docs/OpenODB/osql.ps.gz en 10.1.1.31.2534 10.1.1.28.4658 10.1.1.44.5947 10.1.1.39.199 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 5, "dblpid": "books/acm/kim95/DayalHW95", "title": "Active Database Systems.", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2002-01-03 434-456 1995 Modern Database Systems db/books/collections/kim95.html#DayalHW95" }, "csx": { "id": 98, "csxid": "oai CiteSeerXPSU 10.1.1.49.2910", "title": "Active Database Systems", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2009-04-12 In Won Kim editor Modern Database Systems The Object Model Integrating a production rules facility into a database system provides a uniform mechanism for a number of advanced database features including integrity constraint enforcement, derived data maintenance, triggers, alerters, protection, version control, and others. In addition, a database system with rule processing capabilities provides a useful platform for large and efficient knowledge-base and expert systems. Database systems with production rules are referred to as active database systems, and the field of active database systems has indeed been active. This chapter summarizes current work in active database systems  topics covered include active database rule models and languages, rule execution semantics, and implementation issues.  1 Introduction  Conventional database systems are passive  they only execute queries or transactions explicitly submitted by a user or an application program. For many applications, however, it is important to monitor situations of interest, and to ... CiteSeerX ACM Press 2009-04-12 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.2910 http //www-db.stanford.edu/pub/papers/book-chapter.ps en 10.1.1.17.1323 10.1.1.143.7196 10.1.1.50.3821 10.1.1.51.9946 10.1.1.41.2030 10.1.1.46.2504 10.1.1.52.4421 10.1.1.38.2083 10.1.1.34.661 10.1.1.103.7630 10.1.1.100.9015 10.1.1.97.1699 10.1.1.107.4220 10.1.1.47.9217 10.1.1.133.7157 10.1.1.101.5051 10.1.1.30.9989 10.1.1.53.6941 10.1.1.50.8529 10.1.1.133.4287 10.1.1.50.7278 10.1.1.10.1688 10.1.1.19.8669 10.1.1.44.7600 10.1.1.144.376 10.1.1.44.1348 10.1.1.47.9998 10.1.1.90.4428 10.1.1.108.344 10.1.1.48.9470 10.1.1.53.5472 10.1.1.52.4872 10.1.1.144.4965 10.1.1.31.7578 10.1.1.32.6426 10.1.1.58.6335 10.1.1.85.8052 10.1.1.93.1931 10.1.1.55.4610 10.1.1.21.3821 10.1.1.26.9208 10.1.1.31.4869 10.1.1.48.1833 10.1.1.83.8628 10.1.1.87.9318 10.1.1.90.2195 10.1.1.36.5184 10.1.1.21.1704 10.1.1.53.1733 10.1.1.90.3181 10.1.1.53.6783 10.1.1.52.6151 10.1.1.104.6911 10.1.1.105.1691 10.1.1.21.1984 10.1.1.23.2775 10.1.1.62.5556 10.1.1.68.9063 10.1.1.74.4746 10.1.1.78.5097 10.1.1.84.743 10.1.1.84.904 10.1.1.87.6019 10.1.1.88.3907 10.1.1.89.9631 10.1.1.90.4147 10.1.1.92.365 10.1.1.100.2747 10.1.1.98.5083 10.1.1.98.6663 10.1.1.99.1894 10.1.1.99.8174 10.1.1.133.8073 10.1.1.52.7823 10.1.1.39.5341 10.1.1.35.3458 10.1.1.26.4620 10.1.1.18.8936 10.1.1.19.3694 10.1.1.12.631 10.1.1.48.6394 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 21, "dblpid": "books/acm/kim95/MengY95", "title": "Query Processing in Multidatabase Systems.", "authors": "Weiyi Meng Clement T. Yu", "misc": "2002-01-03 551-572 1995 Modern Database Systems db/books/collections/kim95.html#MengY95" }, "csx": { "id": 89, "csxid": "oai CiteSeerXPSU 10.1.1.33.8596", "title": "Dynamic Query Optimization and Query Processing in Multidatabase Systems 1.", "authors": "Henryk Josinski", "misc": "2009-04-15 Introduction  The multidatabase system (MDBS) approach, as a solution for integrated access to information distributed among diverse data sources, has gained a lot of attention in recent years. The multidatabase system is a database system which integrates pre--existing databases allowing the users to access simultaneously database systems (DBMSs) formulating a global query based on a global schema.  The component DBMSs are assumed to be heterogeneous and autonomous. Heterogeneity refers to different user interfaces, data models, query languages, and query optimization strategies [5]. Local autonomy means that each DBMS retains complete control over local data and processing. As result of this, its cost model may not be available to the global query optimizer.  When a global query is submitted, it is decomposed into two types of queries [1]   -- subqueries, operating on sharable data items from local databases,  -- assembling queries, consisting of, CiteSeerX  2009-04-15 2007-11-22 2000 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.33.8596 http //www.edbt2000.uni-konstanz.de/phd-workshop/papers/Josinski.pdf en 10.1.1.27.4704 10.1.1.51.8352 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 0.5f }
+{ "dblp": { "id": 25, "dblpid": "books/acm/kim95/RusinkiewiczS95", "title": "Specification and Execution of Transactional Workflows.", "authors": "Marek Rusinkiewicz Amit P. Sheth", "misc": "2004-03-08 592-620 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#RusinkiewiczS95 1995" }, "csx": { "id": 88, "csxid": "oai CiteSeerXPSU 10.1.1.43.3839", "title": "Specification and Execution of Transactional Workflows", "authors": "Marek Rusinkiewicz Amit Sheth", "misc": "2009-04-13 The basic transaction model has evolved over time to incorporate more complex transaction structures  and to selectively modify the atomicity and isolation properties. In this chapter we discuss the application  of transaction concepts to activities that involve coordinated execution of multiple tasks (possibly of  different types) over different processing entities. Such applications are referred to as transactional  workflows. In this chapter we discuss the specification of such workflows and the issues involved in their  execution.  1 What is a Workflow?  Workflows are activities involving the coordinated execution of multiple tasks performed by different processing entities. A task defines some work to be done and can be specified in a number of ways, including a textual description in a file or an email, a form, a message, or a computer program. A processing entity that performs the tasks may be a person or a software system (e.g., a mailer, an application program, a database mana... CiteSeerX ACM Press 2009-04-13 2007-11-22 1995 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.43.3839 http //lsdis.cs.uga.edu/lib/././download/RS93.ps en 10.1.1.17.1323 10.1.1.59.5051 10.1.1.38.6210 10.1.1.68.7445 10.1.1.109.5175 10.1.1.17.7962 10.1.1.44.7778 10.1.1.112.244 10.1.1.13.7602 10.1.1.102.7874 10.1.1.41.4043 10.1.1.49.5143 10.1.1.41.7252 10.1.1.17.3225 10.1.1.54.7761 10.1.1.55.5255 10.1.1.108.958 10.1.1.35.7733 10.1.1.52.3682 10.1.1.36.1618 10.1.1.45.6317 10.1.1.43.3180 10.1.1.35.8718 10.1.1.44.6365 10.1.1.51.2883 10.1.1.50.9206 10.1.1.6.9085 10.1.1.30.1707 10.1.1.80.6634 10.1.1.49.355 10.1.1.127.3550 10.1.1.35.3562 10.1.1.137.8832 10.1.1.49.4085 10.1.1.41.5506 10.1.1.40.4657 10.1.1.43.2369 10.1.1.40.832 10.1.1.74.5411 10.1.1.90.4428 10.1.1.110.6967 10.1.1.27.2122 10.1.1.15.5605 10.1.1.54.727 10.1.1.49.7512 10.1.1.45.8796 10.1.1.50.5984 10.1.1.53.137 10.1.1.30.3262 10.1.1.28.1680 10.1.1.21.7110 10.1.1.29.3148 10.1.1.57.687 10.1.1.59.5924 10.1.1.46.2812 10.1.1.51.5552 10.1.1.17.7375 10.1.1.40.1598 10.1.1.52.9787 10.1.1.1.3496 10.1.1.50.6791 10.1.1.55.3358 10.1.1.137.7582 10.1.1.118.4127 10.1.1.49.3580 10.1.1.35.5825 10.1.1.46.9382 10.1.1.31.7411 10.1.1.48.5504 10.1.1.55.5163 10.1.1.18.1603 10.1.1.52.8129 10.1.1.1.9723 10.1.1.21.9113 10.1.1.49.7644 10.1.1.52.6646 10.1.1.75.3106 10.1.1.80.2072 10.1.1.55.8770 10.1.1.54.8188 10.1.1.101.7919 10.1.1.104.8176 10.1.1.24.5741 10.1.1.29.4667 10.1.1.4.1055 10.1.1.48.9175 10.1.1.56.792 10.1.1.65.3172 10.1.1.66.5947 10.1.1.73.8532 10.1.1.83.8299 10.1.1.86.8521 10.1.1.87.2402 10.1.1.87.4648 10.1.1.90.5638 10.1.1.91.1709 10.1.1.94.4248 10.1.1.114.511 10.1.1.119.5037 10.1.1.124.7957 10.1.1.49.215 10.1.1.53.7777 10.1.1.53.9711 10.1.1.45.9409 10.1.1.40.8789 10.1.1.43.4845 10.1.1.34.8273 10.1.1.35.4783 10.1.1.28.3176 10.1.1.16.8151 10.1.1.8.9117 10.1.1.58.3449 10.1.1.142.7041 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 92, "csxid": "oai CiteSeerXPSU 10.1.1.13.2374", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-17 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of o#ce information systems  it is costly and di#cult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"o#ce objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to o#ce software. In order to fully exploit the approach to achieve integrated o#ce systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments.  We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt to enhance productivity through, f CiteSeerX  2009-04-17 2007-11-21 1988 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.2374 http //www.iam.unibe.ch/~scg/Archive/OSG/Nier89bIntegOfficeSystems.pdf en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 93, "csxid": "oai CiteSeerXPSU 10.1.1.42.9253", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-11 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of office information systems  it is costly and difficult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"office objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to office software. In order to fully exploit the approach to achieve integrated office systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments. We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt t CiteSeerX ACM Press and Addison-Wesley 2009-04-11 2007-11-22 1988 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.42.9253 ftp //ftp.iam.unibe.ch/pub/scg/Papers/integratedOfficeSystems.ps.gz en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 54, "dblpid": "books/aw/kimL89/SteinLU89", "title": "A Shared View of Sharing  The Treaty of Orlando.", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2002-01-03 31-48 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#SteinLU89" }, "csx": { "id": 91, "csxid": "oai CiteSeerXPSU 10.1.1.55.482", "title": "A Shared View of Sharing  The Treaty of Orlando", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2009-04-12 Introduction For the past few years, researchers have been debating the relative merits of object-oriented languages with classes and inheritance as opposed to those with prototypes and delegation. It has become clear that the object-oriented programming language design space is not a dichotomy. Instead, we have identified two fundamental mechanisms---templates and  empathy---and several different independent degrees of freedom for each. Templates create new objects in their own image, providing guarantees about the similarity of group members. Empathy allows an object to act as if it were some other object, thus providing sharing of state and behavior. The Smalltalk-80  TM  language,  1  Actors, Lieberman's Delegation  system, Self, and Hybrid each take differing stands on the forms of templates  1  Smalltalk-80  TM  is a trademark of Par CiteSeerX ACM Press 2009-04-12 2007-11-22 1989 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.55.482 http //lcs.www.media.mit.edu/people/lieber/Lieberary/OOP/Treaty/Treaty.ps en 10.1.1.26.9545 10.1.1.118.6579 10.1.1.48.69 10.1.1.57.5195 10.1.1.9.570 10.1.1.47.511 10.1.1.127.5320 10.1.1.100.4334 10.1.1.5.3348 10.1.1.39.3374 10.1.1.56.4713 10.1.1.61.2065 10.1.1.27.3015 10.1.1.1.5960 10.1.1.67.5433 10.1.1.31.8109 10.1.1.68.4062 10.1.1.49.3986 10.1.1.122.9331 10.1.1.46.8283 10.1.1.54.5230 10.1.1.16.2055 10.1.1.137.5180 10.1.1.43.5722 10.1.1.68.2105 10.1.1.35.1247 10.1.1.30.1415 10.1.1.7.5014 10.1.1.102.3946 10.1.1.105.6469 10.1.1.26.223 10.1.1.26.8645 10.1.1.35.4104 10.1.1.39.6986 10.1.1.41.7822 10.1.1.42.9056 10.1.1.53.9325 10.1.1.71.1802 10.1.1.76.6993 10.1.1.89.9613 10.1.1.121.5599 10.1.1.122.3737 10.1.1.127.1894 10.1.1.55.5674 10.1.1.37.8260 10.1.1.2.2077 10.1.1.24.5782 10.1.1.19.780 10.1.1.2.4148 10.1.1.2.4173 10.1.1.131.902 10.1.1.30.2927 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_5.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-3_5.adm
new file mode 100644
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@@ -0,0 +1,7 @@
+{ "dblp": { "id": 1, "dblpid": "books/acm/kim95/AnnevelinkACFHK95", "title": "Object SQL - A Language for the Design and Implementation of Object Databases.", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Daniel H. Fishman Michael L. Heytens William Kent", "misc": "2002-01-03 42-68 1995 Modern Database Systems db/books/collections/kim95.html#AnnevelinkACFHK95" }, "csx": { "id": 1, "csxid": "oai CiteSeerXPSU 10.1.1.39.1830", "title": "Object SQL - A Language for the Design and Implementation of Object Databases", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Dan Fishman Mike Heytens William Kent", "misc": "2009-04-13 ly, a function application expression consists of two expressions  a function reference (labelled func_ref in Figure 3 line 2), and an argument (labelled arg). The func_ref expression evaluates to a (generic or specific) function identifier, which may be the same as the function that the expression is a part of, thus allowing recursive function invocations. The expression labelled arg evaluates to an arbitrary object or aggregate object. The semantics of evaluating function applications was discussed in detail in section 2. For example, to set the name of a person, we evaluate the following expression   FunAssign(function name.person) (p1,'John')  In this example, the first expression is itself a function call, applying the function FunAssign to the function name.person (an example of a specific function reference). This returns the oid of the function that sets a person's name, which is subsequently applied to a tuple of two elements, the oid of the person and the new name (a string o... CiteSeerX ACM Press 2009-04-13 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.39.1830 http //www.tu-chemnitz.de/~igrdb/docs/OpenODB/osql.ps.gz en 10.1.1.31.2534 10.1.1.28.4658 10.1.1.44.5947 10.1.1.39.199 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 5, "dblpid": "books/acm/kim95/DayalHW95", "title": "Active Database Systems.", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2002-01-03 434-456 1995 Modern Database Systems db/books/collections/kim95.html#DayalHW95" }, "csx": { "id": 98, "csxid": "oai CiteSeerXPSU 10.1.1.49.2910", "title": "Active Database Systems", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2009-04-12 In Won Kim editor Modern Database Systems The Object Model Integrating a production rules facility into a database system provides a uniform mechanism for a number of advanced database features including integrity constraint enforcement, derived data maintenance, triggers, alerters, protection, version control, and others. In addition, a database system with rule processing capabilities provides a useful platform for large and efficient knowledge-base and expert systems. Database systems with production rules are referred to as active database systems, and the field of active database systems has indeed been active. This chapter summarizes current work in active database systems  topics covered include active database rule models and languages, rule execution semantics, and implementation issues.  1 Introduction  Conventional database systems are passive  they only execute queries or transactions explicitly submitted by a user or an application program. For many applications, however, it is important to monitor situations of interest, and to ... CiteSeerX ACM Press 2009-04-12 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.2910 http //www-db.stanford.edu/pub/papers/book-chapter.ps en 10.1.1.17.1323 10.1.1.143.7196 10.1.1.50.3821 10.1.1.51.9946 10.1.1.41.2030 10.1.1.46.2504 10.1.1.52.4421 10.1.1.38.2083 10.1.1.34.661 10.1.1.103.7630 10.1.1.100.9015 10.1.1.97.1699 10.1.1.107.4220 10.1.1.47.9217 10.1.1.133.7157 10.1.1.101.5051 10.1.1.30.9989 10.1.1.53.6941 10.1.1.50.8529 10.1.1.133.4287 10.1.1.50.7278 10.1.1.10.1688 10.1.1.19.8669 10.1.1.44.7600 10.1.1.144.376 10.1.1.44.1348 10.1.1.47.9998 10.1.1.90.4428 10.1.1.108.344 10.1.1.48.9470 10.1.1.53.5472 10.1.1.52.4872 10.1.1.144.4965 10.1.1.31.7578 10.1.1.32.6426 10.1.1.58.6335 10.1.1.85.8052 10.1.1.93.1931 10.1.1.55.4610 10.1.1.21.3821 10.1.1.26.9208 10.1.1.31.4869 10.1.1.48.1833 10.1.1.83.8628 10.1.1.87.9318 10.1.1.90.2195 10.1.1.36.5184 10.1.1.21.1704 10.1.1.53.1733 10.1.1.90.3181 10.1.1.53.6783 10.1.1.52.6151 10.1.1.104.6911 10.1.1.105.1691 10.1.1.21.1984 10.1.1.23.2775 10.1.1.62.5556 10.1.1.68.9063 10.1.1.74.4746 10.1.1.78.5097 10.1.1.84.743 10.1.1.84.904 10.1.1.87.6019 10.1.1.88.3907 10.1.1.89.9631 10.1.1.90.4147 10.1.1.92.365 10.1.1.100.2747 10.1.1.98.5083 10.1.1.98.6663 10.1.1.99.1894 10.1.1.99.8174 10.1.1.133.8073 10.1.1.52.7823 10.1.1.39.5341 10.1.1.35.3458 10.1.1.26.4620 10.1.1.18.8936 10.1.1.19.3694 10.1.1.12.631 10.1.1.48.6394 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 21, "dblpid": "books/acm/kim95/MengY95", "title": "Query Processing in Multidatabase Systems.", "authors": "Weiyi Meng Clement T. Yu", "misc": "2002-01-03 551-572 1995 Modern Database Systems db/books/collections/kim95.html#MengY95" }, "csx": { "id": 89, "csxid": "oai CiteSeerXPSU 10.1.1.33.8596", "title": "Dynamic Query Optimization and Query Processing in Multidatabase Systems 1.", "authors": "Henryk Josinski", "misc": "2009-04-15 Introduction  The multidatabase system (MDBS) approach, as a solution for integrated access to information distributed among diverse data sources, has gained a lot of attention in recent years. The multidatabase system is a database system which integrates pre--existing databases allowing the users to access simultaneously database systems (DBMSs) formulating a global query based on a global schema.  The component DBMSs are assumed to be heterogeneous and autonomous. Heterogeneity refers to different user interfaces, data models, query languages, and query optimization strategies [5]. Local autonomy means that each DBMS retains complete control over local data and processing. As result of this, its cost model may not be available to the global query optimizer.  When a global query is submitted, it is decomposed into two types of queries [1]   -- subqueries, operating on sharable data items from local databases,  -- assembling queries, consisting of, CiteSeerX  2009-04-15 2007-11-22 2000 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.33.8596 http //www.edbt2000.uni-konstanz.de/phd-workshop/papers/Josinski.pdf en 10.1.1.27.4704 10.1.1.51.8352 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 0.5f }
+{ "dblp": { "id": 25, "dblpid": "books/acm/kim95/RusinkiewiczS95", "title": "Specification and Execution of Transactional Workflows.", "authors": "Marek Rusinkiewicz Amit P. Sheth", "misc": "2004-03-08 592-620 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#RusinkiewiczS95 1995" }, "csx": { "id": 88, "csxid": "oai CiteSeerXPSU 10.1.1.43.3839", "title": "Specification and Execution of Transactional Workflows", "authors": "Marek Rusinkiewicz Amit Sheth", "misc": "2009-04-13 The basic transaction model has evolved over time to incorporate more complex transaction structures  and to selectively modify the atomicity and isolation properties. In this chapter we discuss the application  of transaction concepts to activities that involve coordinated execution of multiple tasks (possibly of  different types) over different processing entities. Such applications are referred to as transactional  workflows. In this chapter we discuss the specification of such workflows and the issues involved in their  execution.  1 What is a Workflow?  Workflows are activities involving the coordinated execution of multiple tasks performed by different processing entities. A task defines some work to be done and can be specified in a number of ways, including a textual description in a file or an email, a form, a message, or a computer program. A processing entity that performs the tasks may be a person or a software system (e.g., a mailer, an application program, a database mana... CiteSeerX ACM Press 2009-04-13 2007-11-22 1995 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.43.3839 http //lsdis.cs.uga.edu/lib/././download/RS93.ps en 10.1.1.17.1323 10.1.1.59.5051 10.1.1.38.6210 10.1.1.68.7445 10.1.1.109.5175 10.1.1.17.7962 10.1.1.44.7778 10.1.1.112.244 10.1.1.13.7602 10.1.1.102.7874 10.1.1.41.4043 10.1.1.49.5143 10.1.1.41.7252 10.1.1.17.3225 10.1.1.54.7761 10.1.1.55.5255 10.1.1.108.958 10.1.1.35.7733 10.1.1.52.3682 10.1.1.36.1618 10.1.1.45.6317 10.1.1.43.3180 10.1.1.35.8718 10.1.1.44.6365 10.1.1.51.2883 10.1.1.50.9206 10.1.1.6.9085 10.1.1.30.1707 10.1.1.80.6634 10.1.1.49.355 10.1.1.127.3550 10.1.1.35.3562 10.1.1.137.8832 10.1.1.49.4085 10.1.1.41.5506 10.1.1.40.4657 10.1.1.43.2369 10.1.1.40.832 10.1.1.74.5411 10.1.1.90.4428 10.1.1.110.6967 10.1.1.27.2122 10.1.1.15.5605 10.1.1.54.727 10.1.1.49.7512 10.1.1.45.8796 10.1.1.50.5984 10.1.1.53.137 10.1.1.30.3262 10.1.1.28.1680 10.1.1.21.7110 10.1.1.29.3148 10.1.1.57.687 10.1.1.59.5924 10.1.1.46.2812 10.1.1.51.5552 10.1.1.17.7375 10.1.1.40.1598 10.1.1.52.9787 10.1.1.1.3496 10.1.1.50.6791 10.1.1.55.3358 10.1.1.137.7582 10.1.1.118.4127 10.1.1.49.3580 10.1.1.35.5825 10.1.1.46.9382 10.1.1.31.7411 10.1.1.48.5504 10.1.1.55.5163 10.1.1.18.1603 10.1.1.52.8129 10.1.1.1.9723 10.1.1.21.9113 10.1.1.49.7644 10.1.1.52.6646 10.1.1.75.3106 10.1.1.80.2072 10.1.1.55.8770 10.1.1.54.8188 10.1.1.101.7919 10.1.1.104.8176 10.1.1.24.5741 10.1.1.29.4667 10.1.1.4.1055 10.1.1.48.9175 10.1.1.56.792 10.1.1.65.3172 10.1.1.66.5947 10.1.1.73.8532 10.1.1.83.8299 10.1.1.86.8521 10.1.1.87.2402 10.1.1.87.4648 10.1.1.90.5638 10.1.1.91.1709 10.1.1.94.4248 10.1.1.114.511 10.1.1.119.5037 10.1.1.124.7957 10.1.1.49.215 10.1.1.53.7777 10.1.1.53.9711 10.1.1.45.9409 10.1.1.40.8789 10.1.1.43.4845 10.1.1.34.8273 10.1.1.35.4783 10.1.1.28.3176 10.1.1.16.8151 10.1.1.8.9117 10.1.1.58.3449 10.1.1.142.7041 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 92, "csxid": "oai CiteSeerXPSU 10.1.1.13.2374", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-17 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of o#ce information systems  it is costly and di#cult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"o#ce objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to o#ce software. In order to fully exploit the approach to achieve integrated o#ce systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments.  We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt to enhance productivity through, f CiteSeerX  2009-04-17 2007-11-21 1988 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.2374 http //www.iam.unibe.ch/~scg/Archive/OSG/Nier89bIntegOfficeSystems.pdf en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 93, "csxid": "oai CiteSeerXPSU 10.1.1.42.9253", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-11 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of office information systems  it is costly and difficult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"office objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to office software. In order to fully exploit the approach to achieve integrated office systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments. We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt t CiteSeerX ACM Press and Addison-Wesley 2009-04-11 2007-11-22 1988 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.42.9253 ftp //ftp.iam.unibe.ch/pub/scg/Papers/integratedOfficeSystems.ps.gz en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
+{ "dblp": { "id": 54, "dblpid": "books/aw/kimL89/SteinLU89", "title": "A Shared View of Sharing  The Treaty of Orlando.", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2002-01-03 31-48 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#SteinLU89" }, "csx": { "id": 91, "csxid": "oai CiteSeerXPSU 10.1.1.55.482", "title": "A Shared View of Sharing  The Treaty of Orlando", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2009-04-12 Introduction For the past few years, researchers have been debating the relative merits of object-oriented languages with classes and inheritance as opposed to those with prototypes and delegation. It has become clear that the object-oriented programming language design space is not a dichotomy. Instead, we have identified two fundamental mechanisms---templates and  empathy---and several different independent degrees of freedom for each. Templates create new objects in their own image, providing guarantees about the similarity of group members. Empathy allows an object to act as if it were some other object, thus providing sharing of state and behavior. The Smalltalk-80  TM  language,  1  Actors, Lieberman's Delegation  system, Self, and Hybrid each take differing stands on the forms of templates  1  Smalltalk-80  TM  is a trademark of Par CiteSeerX ACM Press 2009-04-12 2007-11-22 1989 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.55.482 http //lcs.www.media.mit.edu/people/lieber/Lieberary/OOP/Treaty/Treaty.ps en 10.1.1.26.9545 10.1.1.118.6579 10.1.1.48.69 10.1.1.57.5195 10.1.1.9.570 10.1.1.47.511 10.1.1.127.5320 10.1.1.100.4334 10.1.1.5.3348 10.1.1.39.3374 10.1.1.56.4713 10.1.1.61.2065 10.1.1.27.3015 10.1.1.1.5960 10.1.1.67.5433 10.1.1.31.8109 10.1.1.68.4062 10.1.1.49.3986 10.1.1.122.9331 10.1.1.46.8283 10.1.1.54.5230 10.1.1.16.2055 10.1.1.137.5180 10.1.1.43.5722 10.1.1.68.2105 10.1.1.35.1247 10.1.1.30.1415 10.1.1.7.5014 10.1.1.102.3946 10.1.1.105.6469 10.1.1.26.223 10.1.1.26.8645 10.1.1.35.4104 10.1.1.39.6986 10.1.1.41.7822 10.1.1.42.9056 10.1.1.53.9325 10.1.1.71.1802 10.1.1.76.6993 10.1.1.89.9613 10.1.1.121.5599 10.1.1.122.3737 10.1.1.127.1894 10.1.1.55.5674 10.1.1.37.8260 10.1.1.2.2077 10.1.1.24.5782 10.1.1.19.780 10.1.1.2.4148 10.1.1.2.4173 10.1.1.131.902 10.1.1.30.2927 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "sim": 1.0f }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-aqlplus_1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-aqlplus_1.adm
new file mode 100644
index 0000000..9e9c6d4
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-aqlplus_1.adm
@@ -0,0 +1,7 @@
+{ "dblp": { "id": 1, "dblpid": "books/acm/kim95/AnnevelinkACFHK95", "title": "Object SQL - A Language for the Design and Implementation of Object Databases.", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Daniel H. Fishman Michael L. Heytens William Kent", "misc": "2002-01-03 42-68 1995 Modern Database Systems db/books/collections/kim95.html#AnnevelinkACFHK95" }, "csx": { "id": 1, "csxid": "oai CiteSeerXPSU 10.1.1.39.1830", "title": "Object SQL - A Language for the Design and Implementation of Object Databases", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Dan Fishman Mike Heytens William Kent", "misc": "2009-04-13 ly, a function application expression consists of two expressions  a function reference (labelled func_ref in Figure 3 line 2), and an argument (labelled arg). The func_ref expression evaluates to a (generic or specific) function identifier, which may be the same as the function that the expression is a part of, thus allowing recursive function invocations. The expression labelled arg evaluates to an arbitrary object or aggregate object. The semantics of evaluating function applications was discussed in detail in section 2. For example, to set the name of a person, we evaluate the following expression   FunAssign(function name.person) (p1,'John')  In this example, the first expression is itself a function call, applying the function FunAssign to the function name.person (an example of a specific function reference). This returns the oid of the function that sets a person's name, which is subsequently applied to a tuple of two elements, the oid of the person and the new name (a string o... CiteSeerX ACM Press 2009-04-13 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.39.1830 http //www.tu-chemnitz.de/~igrdb/docs/OpenODB/osql.ps.gz en 10.1.1.31.2534 10.1.1.28.4658 10.1.1.44.5947 10.1.1.39.199 Metadata may be used without restrictions as long as the oai identifier remains attached to it." } }
+{ "dblp": { "id": 5, "dblpid": "books/acm/kim95/DayalHW95", "title": "Active Database Systems.", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2002-01-03 434-456 1995 Modern Database Systems db/books/collections/kim95.html#DayalHW95" }, "csx": { "id": 98, "csxid": "oai CiteSeerXPSU 10.1.1.49.2910", "title": "Active Database Systems", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2009-04-12 In Won Kim editor Modern Database Systems The Object Model Integrating a production rules facility into a database system provides a uniform mechanism for a number of advanced database features including integrity constraint enforcement, derived data maintenance, triggers, alerters, protection, version control, and others. In addition, a database system with rule processing capabilities provides a useful platform for large and efficient knowledge-base and expert systems. Database systems with production rules are referred to as active database systems, and the field of active database systems has indeed been active. This chapter summarizes current work in active database systems  topics covered include active database rule models and languages, rule execution semantics, and implementation issues.  1 Introduction  Conventional database systems are passive  they only execute queries or transactions explicitly submitted by a user or an application program. For many applications, however, it is important to monitor situations of interest, and to ... CiteSeerX ACM Press 2009-04-12 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.2910 http //www-db.stanford.edu/pub/papers/book-chapter.ps en 10.1.1.17.1323 10.1.1.143.7196 10.1.1.50.3821 10.1.1.51.9946 10.1.1.41.2030 10.1.1.46.2504 10.1.1.52.4421 10.1.1.38.2083 10.1.1.34.661 10.1.1.103.7630 10.1.1.100.9015 10.1.1.97.1699 10.1.1.107.4220 10.1.1.47.9217 10.1.1.133.7157 10.1.1.101.5051 10.1.1.30.9989 10.1.1.53.6941 10.1.1.50.8529 10.1.1.133.4287 10.1.1.50.7278 10.1.1.10.1688 10.1.1.19.8669 10.1.1.44.7600 10.1.1.144.376 10.1.1.44.1348 10.1.1.47.9998 10.1.1.90.4428 10.1.1.108.344 10.1.1.48.9470 10.1.1.53.5472 10.1.1.52.4872 10.1.1.144.4965 10.1.1.31.7578 10.1.1.32.6426 10.1.1.58.6335 10.1.1.85.8052 10.1.1.93.1931 10.1.1.55.4610 10.1.1.21.3821 10.1.1.26.9208 10.1.1.31.4869 10.1.1.48.1833 10.1.1.83.8628 10.1.1.87.9318 10.1.1.90.2195 10.1.1.36.5184 10.1.1.21.1704 10.1.1.53.1733 10.1.1.90.3181 10.1.1.53.6783 10.1.1.52.6151 10.1.1.104.6911 10.1.1.105.1691 10.1.1.21.1984 10.1.1.23.2775 10.1.1.62.5556 10.1.1.68.9063 10.1.1.74.4746 10.1.1.78.5097 10.1.1.84.743 10.1.1.84.904 10.1.1.87.6019 10.1.1.88.3907 10.1.1.89.9631 10.1.1.90.4147 10.1.1.92.365 10.1.1.100.2747 10.1.1.98.5083 10.1.1.98.6663 10.1.1.99.1894 10.1.1.99.8174 10.1.1.133.8073 10.1.1.52.7823 10.1.1.39.5341 10.1.1.35.3458 10.1.1.26.4620 10.1.1.18.8936 10.1.1.19.3694 10.1.1.12.631 10.1.1.48.6394 Metadata may be used without restrictions as long as the oai identifier remains attached to it." } }
+{ "dblp": { "id": 21, "dblpid": "books/acm/kim95/MengY95", "title": "Query Processing in Multidatabase Systems.", "authors": "Weiyi Meng Clement T. Yu", "misc": "2002-01-03 551-572 1995 Modern Database Systems db/books/collections/kim95.html#MengY95" }, "csx": { "id": 89, "csxid": "oai CiteSeerXPSU 10.1.1.33.8596", "title": "Dynamic Query Optimization and Query Processing in Multidatabase Systems 1.", "authors": "Henryk Josinski", "misc": "2009-04-15 Introduction  The multidatabase system (MDBS) approach, as a solution for integrated access to information distributed among diverse data sources, has gained a lot of attention in recent years. The multidatabase system is a database system which integrates pre--existing databases allowing the users to access simultaneously database systems (DBMSs) formulating a global query based on a global schema.  The component DBMSs are assumed to be heterogeneous and autonomous. Heterogeneity refers to different user interfaces, data models, query languages, and query optimization strategies [5]. Local autonomy means that each DBMS retains complete control over local data and processing. As result of this, its cost model may not be available to the global query optimizer.  When a global query is submitted, it is decomposed into two types of queries [1]   -- subqueries, operating on sharable data items from local databases,  -- assembling queries, consisting of, CiteSeerX  2009-04-15 2007-11-22 2000 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.33.8596 http //www.edbt2000.uni-konstanz.de/phd-workshop/papers/Josinski.pdf en 10.1.1.27.4704 10.1.1.51.8352 Metadata may be used without restrictions as long as the oai identifier remains attached to it." } }
+{ "dblp": { "id": 25, "dblpid": "books/acm/kim95/RusinkiewiczS95", "title": "Specification and Execution of Transactional Workflows.", "authors": "Marek Rusinkiewicz Amit P. Sheth", "misc": "2004-03-08 592-620 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#RusinkiewiczS95 1995" }, "csx": { "id": 88, "csxid": "oai CiteSeerXPSU 10.1.1.43.3839", "title": "Specification and Execution of Transactional Workflows", "authors": "Marek Rusinkiewicz Amit Sheth", "misc": "2009-04-13 The basic transaction model has evolved over time to incorporate more complex transaction structures  and to selectively modify the atomicity and isolation properties. In this chapter we discuss the application  of transaction concepts to activities that involve coordinated execution of multiple tasks (possibly of  different types) over different processing entities. Such applications are referred to as transactional  workflows. In this chapter we discuss the specification of such workflows and the issues involved in their  execution.  1 What is a Workflow?  Workflows are activities involving the coordinated execution of multiple tasks performed by different processing entities. A task defines some work to be done and can be specified in a number of ways, including a textual description in a file or an email, a form, a message, or a computer program. A processing entity that performs the tasks may be a person or a software system (e.g., a mailer, an application program, a database mana... CiteSeerX ACM Press 2009-04-13 2007-11-22 1995 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.43.3839 http //lsdis.cs.uga.edu/lib/././download/RS93.ps en 10.1.1.17.1323 10.1.1.59.5051 10.1.1.38.6210 10.1.1.68.7445 10.1.1.109.5175 10.1.1.17.7962 10.1.1.44.7778 10.1.1.112.244 10.1.1.13.7602 10.1.1.102.7874 10.1.1.41.4043 10.1.1.49.5143 10.1.1.41.7252 10.1.1.17.3225 10.1.1.54.7761 10.1.1.55.5255 10.1.1.108.958 10.1.1.35.7733 10.1.1.52.3682 10.1.1.36.1618 10.1.1.45.6317 10.1.1.43.3180 10.1.1.35.8718 10.1.1.44.6365 10.1.1.51.2883 10.1.1.50.9206 10.1.1.6.9085 10.1.1.30.1707 10.1.1.80.6634 10.1.1.49.355 10.1.1.127.3550 10.1.1.35.3562 10.1.1.137.8832 10.1.1.49.4085 10.1.1.41.5506 10.1.1.40.4657 10.1.1.43.2369 10.1.1.40.832 10.1.1.74.5411 10.1.1.90.4428 10.1.1.110.6967 10.1.1.27.2122 10.1.1.15.5605 10.1.1.54.727 10.1.1.49.7512 10.1.1.45.8796 10.1.1.50.5984 10.1.1.53.137 10.1.1.30.3262 10.1.1.28.1680 10.1.1.21.7110 10.1.1.29.3148 10.1.1.57.687 10.1.1.59.5924 10.1.1.46.2812 10.1.1.51.5552 10.1.1.17.7375 10.1.1.40.1598 10.1.1.52.9787 10.1.1.1.3496 10.1.1.50.6791 10.1.1.55.3358 10.1.1.137.7582 10.1.1.118.4127 10.1.1.49.3580 10.1.1.35.5825 10.1.1.46.9382 10.1.1.31.7411 10.1.1.48.5504 10.1.1.55.5163 10.1.1.18.1603 10.1.1.52.8129 10.1.1.1.9723 10.1.1.21.9113 10.1.1.49.7644 10.1.1.52.6646 10.1.1.75.3106 10.1.1.80.2072 10.1.1.55.8770 10.1.1.54.8188 10.1.1.101.7919 10.1.1.104.8176 10.1.1.24.5741 10.1.1.29.4667 10.1.1.4.1055 10.1.1.48.9175 10.1.1.56.792 10.1.1.65.3172 10.1.1.66.5947 10.1.1.73.8532 10.1.1.83.8299 10.1.1.86.8521 10.1.1.87.2402 10.1.1.87.4648 10.1.1.90.5638 10.1.1.91.1709 10.1.1.94.4248 10.1.1.114.511 10.1.1.119.5037 10.1.1.124.7957 10.1.1.49.215 10.1.1.53.7777 10.1.1.53.9711 10.1.1.45.9409 10.1.1.40.8789 10.1.1.43.4845 10.1.1.34.8273 10.1.1.35.4783 10.1.1.28.3176 10.1.1.16.8151 10.1.1.8.9117 10.1.1.58.3449 10.1.1.142.7041 Metadata may be used without restrictions as long as the oai identifier remains attached to it." } }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 92, "csxid": "oai CiteSeerXPSU 10.1.1.13.2374", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-17 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of o#ce information systems  it is costly and di#cult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"o#ce objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to o#ce software. In order to fully exploit the approach to achieve integrated o#ce systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments.  We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt to enhance productivity through, f CiteSeerX  2009-04-17 2007-11-21 1988 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.2374 http //www.iam.unibe.ch/~scg/Archive/OSG/Nier89bIntegOfficeSystems.pdf en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." } }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 93, "csxid": "oai CiteSeerXPSU 10.1.1.42.9253", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-11 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of office information systems  it is costly and difficult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"office objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to office software. In order to fully exploit the approach to achieve integrated office systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments. We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt t CiteSeerX ACM Press and Addison-Wesley 2009-04-11 2007-11-22 1988 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.42.9253 ftp //ftp.iam.unibe.ch/pub/scg/Papers/integratedOfficeSystems.ps.gz en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." } }
+{ "dblp": { "id": 54, "dblpid": "books/aw/kimL89/SteinLU89", "title": "A Shared View of Sharing  The Treaty of Orlando.", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2002-01-03 31-48 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#SteinLU89" }, "csx": { "id": 91, "csxid": "oai CiteSeerXPSU 10.1.1.55.482", "title": "A Shared View of Sharing  The Treaty of Orlando", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2009-04-12 Introduction For the past few years, researchers have been debating the relative merits of object-oriented languages with classes and inheritance as opposed to those with prototypes and delegation. It has become clear that the object-oriented programming language design space is not a dichotomy. Instead, we have identified two fundamental mechanisms---templates and  empathy---and several different independent degrees of freedom for each. Templates create new objects in their own image, providing guarantees about the similarity of group members. Empathy allows an object to act as if it were some other object, thus providing sharing of state and behavior. The Smalltalk-80  TM  language,  1  Actors, Lieberman's Delegation  system, Self, and Hybrid each take differing stands on the forms of templates  1  Smalltalk-80  TM  is a trademark of Par CiteSeerX ACM Press 2009-04-12 2007-11-22 1989 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.55.482 http //lcs.www.media.mit.edu/people/lieber/Lieberary/OOP/Treaty/Treaty.ps en 10.1.1.26.9545 10.1.1.118.6579 10.1.1.48.69 10.1.1.57.5195 10.1.1.9.570 10.1.1.47.511 10.1.1.127.5320 10.1.1.100.4334 10.1.1.5.3348 10.1.1.39.3374 10.1.1.56.4713 10.1.1.61.2065 10.1.1.27.3015 10.1.1.1.5960 10.1.1.67.5433 10.1.1.31.8109 10.1.1.68.4062 10.1.1.49.3986 10.1.1.122.9331 10.1.1.46.8283 10.1.1.54.5230 10.1.1.16.2055 10.1.1.137.5180 10.1.1.43.5722 10.1.1.68.2105 10.1.1.35.1247 10.1.1.30.1415 10.1.1.7.5014 10.1.1.102.3946 10.1.1.105.6469 10.1.1.26.223 10.1.1.26.8645 10.1.1.35.4104 10.1.1.39.6986 10.1.1.41.7822 10.1.1.42.9056 10.1.1.53.9325 10.1.1.71.1802 10.1.1.76.6993 10.1.1.89.9613 10.1.1.121.5599 10.1.1.122.3737 10.1.1.127.1894 10.1.1.55.5674 10.1.1.37.8260 10.1.1.2.2077 10.1.1.24.5782 10.1.1.19.780 10.1.1.2.4148 10.1.1.2.4173 10.1.1.131.902 10.1.1.30.2927 Metadata may be used without restrictions as long as the oai identifier remains attached to it." } }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-aqlplus_2.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-aqlplus_2.adm
new file mode 100644
index 0000000..9e9c6d4
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-aqlplus_2.adm
@@ -0,0 +1,7 @@
+{ "dblp": { "id": 1, "dblpid": "books/acm/kim95/AnnevelinkACFHK95", "title": "Object SQL - A Language for the Design and Implementation of Object Databases.", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Daniel H. Fishman Michael L. Heytens William Kent", "misc": "2002-01-03 42-68 1995 Modern Database Systems db/books/collections/kim95.html#AnnevelinkACFHK95" }, "csx": { "id": 1, "csxid": "oai CiteSeerXPSU 10.1.1.39.1830", "title": "Object SQL - A Language for the Design and Implementation of Object Databases", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Dan Fishman Mike Heytens William Kent", "misc": "2009-04-13 ly, a function application expression consists of two expressions  a function reference (labelled func_ref in Figure 3 line 2), and an argument (labelled arg). The func_ref expression evaluates to a (generic or specific) function identifier, which may be the same as the function that the expression is a part of, thus allowing recursive function invocations. The expression labelled arg evaluates to an arbitrary object or aggregate object. The semantics of evaluating function applications was discussed in detail in section 2. For example, to set the name of a person, we evaluate the following expression   FunAssign(function name.person) (p1,'John')  In this example, the first expression is itself a function call, applying the function FunAssign to the function name.person (an example of a specific function reference). This returns the oid of the function that sets a person's name, which is subsequently applied to a tuple of two elements, the oid of the person and the new name (a string o... CiteSeerX ACM Press 2009-04-13 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.39.1830 http //www.tu-chemnitz.de/~igrdb/docs/OpenODB/osql.ps.gz en 10.1.1.31.2534 10.1.1.28.4658 10.1.1.44.5947 10.1.1.39.199 Metadata may be used without restrictions as long as the oai identifier remains attached to it." } }
+{ "dblp": { "id": 5, "dblpid": "books/acm/kim95/DayalHW95", "title": "Active Database Systems.", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2002-01-03 434-456 1995 Modern Database Systems db/books/collections/kim95.html#DayalHW95" }, "csx": { "id": 98, "csxid": "oai CiteSeerXPSU 10.1.1.49.2910", "title": "Active Database Systems", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2009-04-12 In Won Kim editor Modern Database Systems The Object Model Integrating a production rules facility into a database system provides a uniform mechanism for a number of advanced database features including integrity constraint enforcement, derived data maintenance, triggers, alerters, protection, version control, and others. In addition, a database system with rule processing capabilities provides a useful platform for large and efficient knowledge-base and expert systems. Database systems with production rules are referred to as active database systems, and the field of active database systems has indeed been active. This chapter summarizes current work in active database systems  topics covered include active database rule models and languages, rule execution semantics, and implementation issues.  1 Introduction  Conventional database systems are passive  they only execute queries or transactions explicitly submitted by a user or an application program. For many applications, however, it is important to monitor situations of interest, and to ... CiteSeerX ACM Press 2009-04-12 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.2910 http //www-db.stanford.edu/pub/papers/book-chapter.ps en 10.1.1.17.1323 10.1.1.143.7196 10.1.1.50.3821 10.1.1.51.9946 10.1.1.41.2030 10.1.1.46.2504 10.1.1.52.4421 10.1.1.38.2083 10.1.1.34.661 10.1.1.103.7630 10.1.1.100.9015 10.1.1.97.1699 10.1.1.107.4220 10.1.1.47.9217 10.1.1.133.7157 10.1.1.101.5051 10.1.1.30.9989 10.1.1.53.6941 10.1.1.50.8529 10.1.1.133.4287 10.1.1.50.7278 10.1.1.10.1688 10.1.1.19.8669 10.1.1.44.7600 10.1.1.144.376 10.1.1.44.1348 10.1.1.47.9998 10.1.1.90.4428 10.1.1.108.344 10.1.1.48.9470 10.1.1.53.5472 10.1.1.52.4872 10.1.1.144.4965 10.1.1.31.7578 10.1.1.32.6426 10.1.1.58.6335 10.1.1.85.8052 10.1.1.93.1931 10.1.1.55.4610 10.1.1.21.3821 10.1.1.26.9208 10.1.1.31.4869 10.1.1.48.1833 10.1.1.83.8628 10.1.1.87.9318 10.1.1.90.2195 10.1.1.36.5184 10.1.1.21.1704 10.1.1.53.1733 10.1.1.90.3181 10.1.1.53.6783 10.1.1.52.6151 10.1.1.104.6911 10.1.1.105.1691 10.1.1.21.1984 10.1.1.23.2775 10.1.1.62.5556 10.1.1.68.9063 10.1.1.74.4746 10.1.1.78.5097 10.1.1.84.743 10.1.1.84.904 10.1.1.87.6019 10.1.1.88.3907 10.1.1.89.9631 10.1.1.90.4147 10.1.1.92.365 10.1.1.100.2747 10.1.1.98.5083 10.1.1.98.6663 10.1.1.99.1894 10.1.1.99.8174 10.1.1.133.8073 10.1.1.52.7823 10.1.1.39.5341 10.1.1.35.3458 10.1.1.26.4620 10.1.1.18.8936 10.1.1.19.3694 10.1.1.12.631 10.1.1.48.6394 Metadata may be used without restrictions as long as the oai identifier remains attached to it." } }
+{ "dblp": { "id": 21, "dblpid": "books/acm/kim95/MengY95", "title": "Query Processing in Multidatabase Systems.", "authors": "Weiyi Meng Clement T. Yu", "misc": "2002-01-03 551-572 1995 Modern Database Systems db/books/collections/kim95.html#MengY95" }, "csx": { "id": 89, "csxid": "oai CiteSeerXPSU 10.1.1.33.8596", "title": "Dynamic Query Optimization and Query Processing in Multidatabase Systems 1.", "authors": "Henryk Josinski", "misc": "2009-04-15 Introduction  The multidatabase system (MDBS) approach, as a solution for integrated access to information distributed among diverse data sources, has gained a lot of attention in recent years. The multidatabase system is a database system which integrates pre--existing databases allowing the users to access simultaneously database systems (DBMSs) formulating a global query based on a global schema.  The component DBMSs are assumed to be heterogeneous and autonomous. Heterogeneity refers to different user interfaces, data models, query languages, and query optimization strategies [5]. Local autonomy means that each DBMS retains complete control over local data and processing. As result of this, its cost model may not be available to the global query optimizer.  When a global query is submitted, it is decomposed into two types of queries [1]   -- subqueries, operating on sharable data items from local databases,  -- assembling queries, consisting of, CiteSeerX  2009-04-15 2007-11-22 2000 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.33.8596 http //www.edbt2000.uni-konstanz.de/phd-workshop/papers/Josinski.pdf en 10.1.1.27.4704 10.1.1.51.8352 Metadata may be used without restrictions as long as the oai identifier remains attached to it." } }
+{ "dblp": { "id": 25, "dblpid": "books/acm/kim95/RusinkiewiczS95", "title": "Specification and Execution of Transactional Workflows.", "authors": "Marek Rusinkiewicz Amit P. Sheth", "misc": "2004-03-08 592-620 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#RusinkiewiczS95 1995" }, "csx": { "id": 88, "csxid": "oai CiteSeerXPSU 10.1.1.43.3839", "title": "Specification and Execution of Transactional Workflows", "authors": "Marek Rusinkiewicz Amit Sheth", "misc": "2009-04-13 The basic transaction model has evolved over time to incorporate more complex transaction structures  and to selectively modify the atomicity and isolation properties. In this chapter we discuss the application  of transaction concepts to activities that involve coordinated execution of multiple tasks (possibly of  different types) over different processing entities. Such applications are referred to as transactional  workflows. In this chapter we discuss the specification of such workflows and the issues involved in their  execution.  1 What is a Workflow?  Workflows are activities involving the coordinated execution of multiple tasks performed by different processing entities. A task defines some work to be done and can be specified in a number of ways, including a textual description in a file or an email, a form, a message, or a computer program. A processing entity that performs the tasks may be a person or a software system (e.g., a mailer, an application program, a database mana... CiteSeerX ACM Press 2009-04-13 2007-11-22 1995 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.43.3839 http //lsdis.cs.uga.edu/lib/././download/RS93.ps en 10.1.1.17.1323 10.1.1.59.5051 10.1.1.38.6210 10.1.1.68.7445 10.1.1.109.5175 10.1.1.17.7962 10.1.1.44.7778 10.1.1.112.244 10.1.1.13.7602 10.1.1.102.7874 10.1.1.41.4043 10.1.1.49.5143 10.1.1.41.7252 10.1.1.17.3225 10.1.1.54.7761 10.1.1.55.5255 10.1.1.108.958 10.1.1.35.7733 10.1.1.52.3682 10.1.1.36.1618 10.1.1.45.6317 10.1.1.43.3180 10.1.1.35.8718 10.1.1.44.6365 10.1.1.51.2883 10.1.1.50.9206 10.1.1.6.9085 10.1.1.30.1707 10.1.1.80.6634 10.1.1.49.355 10.1.1.127.3550 10.1.1.35.3562 10.1.1.137.8832 10.1.1.49.4085 10.1.1.41.5506 10.1.1.40.4657 10.1.1.43.2369 10.1.1.40.832 10.1.1.74.5411 10.1.1.90.4428 10.1.1.110.6967 10.1.1.27.2122 10.1.1.15.5605 10.1.1.54.727 10.1.1.49.7512 10.1.1.45.8796 10.1.1.50.5984 10.1.1.53.137 10.1.1.30.3262 10.1.1.28.1680 10.1.1.21.7110 10.1.1.29.3148 10.1.1.57.687 10.1.1.59.5924 10.1.1.46.2812 10.1.1.51.5552 10.1.1.17.7375 10.1.1.40.1598 10.1.1.52.9787 10.1.1.1.3496 10.1.1.50.6791 10.1.1.55.3358 10.1.1.137.7582 10.1.1.118.4127 10.1.1.49.3580 10.1.1.35.5825 10.1.1.46.9382 10.1.1.31.7411 10.1.1.48.5504 10.1.1.55.5163 10.1.1.18.1603 10.1.1.52.8129 10.1.1.1.9723 10.1.1.21.9113 10.1.1.49.7644 10.1.1.52.6646 10.1.1.75.3106 10.1.1.80.2072 10.1.1.55.8770 10.1.1.54.8188 10.1.1.101.7919 10.1.1.104.8176 10.1.1.24.5741 10.1.1.29.4667 10.1.1.4.1055 10.1.1.48.9175 10.1.1.56.792 10.1.1.65.3172 10.1.1.66.5947 10.1.1.73.8532 10.1.1.83.8299 10.1.1.86.8521 10.1.1.87.2402 10.1.1.87.4648 10.1.1.90.5638 10.1.1.91.1709 10.1.1.94.4248 10.1.1.114.511 10.1.1.119.5037 10.1.1.124.7957 10.1.1.49.215 10.1.1.53.7777 10.1.1.53.9711 10.1.1.45.9409 10.1.1.40.8789 10.1.1.43.4845 10.1.1.34.8273 10.1.1.35.4783 10.1.1.28.3176 10.1.1.16.8151 10.1.1.8.9117 10.1.1.58.3449 10.1.1.142.7041 Metadata may be used without restrictions as long as the oai identifier remains attached to it." } }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 92, "csxid": "oai CiteSeerXPSU 10.1.1.13.2374", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-17 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of o#ce information systems  it is costly and di#cult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"o#ce objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to o#ce software. In order to fully exploit the approach to achieve integrated o#ce systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments.  We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt to enhance productivity through, f CiteSeerX  2009-04-17 2007-11-21 1988 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.2374 http //www.iam.unibe.ch/~scg/Archive/OSG/Nier89bIntegOfficeSystems.pdf en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." } }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 93, "csxid": "oai CiteSeerXPSU 10.1.1.42.9253", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-11 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of office information systems  it is costly and difficult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"office objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to office software. In order to fully exploit the approach to achieve integrated office systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments. We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt t CiteSeerX ACM Press and Addison-Wesley 2009-04-11 2007-11-22 1988 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.42.9253 ftp //ftp.iam.unibe.ch/pub/scg/Papers/integratedOfficeSystems.ps.gz en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." } }
+{ "dblp": { "id": 54, "dblpid": "books/aw/kimL89/SteinLU89", "title": "A Shared View of Sharing  The Treaty of Orlando.", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2002-01-03 31-48 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#SteinLU89" }, "csx": { "id": 91, "csxid": "oai CiteSeerXPSU 10.1.1.55.482", "title": "A Shared View of Sharing  The Treaty of Orlando", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2009-04-12 Introduction For the past few years, researchers have been debating the relative merits of object-oriented languages with classes and inheritance as opposed to those with prototypes and delegation. It has become clear that the object-oriented programming language design space is not a dichotomy. Instead, we have identified two fundamental mechanisms---templates and  empathy---and several different independent degrees of freedom for each. Templates create new objects in their own image, providing guarantees about the similarity of group members. Empathy allows an object to act as if it were some other object, thus providing sharing of state and behavior. The Smalltalk-80  TM  language,  1  Actors, Lieberman's Delegation  system, Self, and Hybrid each take differing stands on the forms of templates  1  Smalltalk-80  TM  is a trademark of Par CiteSeerX ACM Press 2009-04-12 2007-11-22 1989 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.55.482 http //lcs.www.media.mit.edu/people/lieber/Lieberary/OOP/Treaty/Treaty.ps en 10.1.1.26.9545 10.1.1.118.6579 10.1.1.48.69 10.1.1.57.5195 10.1.1.9.570 10.1.1.47.511 10.1.1.127.5320 10.1.1.100.4334 10.1.1.5.3348 10.1.1.39.3374 10.1.1.56.4713 10.1.1.61.2065 10.1.1.27.3015 10.1.1.1.5960 10.1.1.67.5433 10.1.1.31.8109 10.1.1.68.4062 10.1.1.49.3986 10.1.1.122.9331 10.1.1.46.8283 10.1.1.54.5230 10.1.1.16.2055 10.1.1.137.5180 10.1.1.43.5722 10.1.1.68.2105 10.1.1.35.1247 10.1.1.30.1415 10.1.1.7.5014 10.1.1.102.3946 10.1.1.105.6469 10.1.1.26.223 10.1.1.26.8645 10.1.1.35.4104 10.1.1.39.6986 10.1.1.41.7822 10.1.1.42.9056 10.1.1.53.9325 10.1.1.71.1802 10.1.1.76.6993 10.1.1.89.9613 10.1.1.121.5599 10.1.1.122.3737 10.1.1.127.1894 10.1.1.55.5674 10.1.1.37.8260 10.1.1.2.2077 10.1.1.24.5782 10.1.1.19.780 10.1.1.2.4148 10.1.1.2.4173 10.1.1.131.902 10.1.1.30.2927 Metadata may be used without restrictions as long as the oai identifier remains attached to it." } }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-aqlplus_3.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-aqlplus_3.adm
new file mode 100644
index 0000000..9e9c6d4
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-aqlplus_3.adm
@@ -0,0 +1,7 @@
+{ "dblp": { "id": 1, "dblpid": "books/acm/kim95/AnnevelinkACFHK95", "title": "Object SQL - A Language for the Design and Implementation of Object Databases.", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Daniel H. Fishman Michael L. Heytens William Kent", "misc": "2002-01-03 42-68 1995 Modern Database Systems db/books/collections/kim95.html#AnnevelinkACFHK95" }, "csx": { "id": 1, "csxid": "oai CiteSeerXPSU 10.1.1.39.1830", "title": "Object SQL - A Language for the Design and Implementation of Object Databases", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Dan Fishman Mike Heytens William Kent", "misc": "2009-04-13 ly, a function application expression consists of two expressions  a function reference (labelled func_ref in Figure 3 line 2), and an argument (labelled arg). The func_ref expression evaluates to a (generic or specific) function identifier, which may be the same as the function that the expression is a part of, thus allowing recursive function invocations. The expression labelled arg evaluates to an arbitrary object or aggregate object. The semantics of evaluating function applications was discussed in detail in section 2. For example, to set the name of a person, we evaluate the following expression   FunAssign(function name.person) (p1,'John')  In this example, the first expression is itself a function call, applying the function FunAssign to the function name.person (an example of a specific function reference). This returns the oid of the function that sets a person's name, which is subsequently applied to a tuple of two elements, the oid of the person and the new name (a string o... CiteSeerX ACM Press 2009-04-13 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.39.1830 http //www.tu-chemnitz.de/~igrdb/docs/OpenODB/osql.ps.gz en 10.1.1.31.2534 10.1.1.28.4658 10.1.1.44.5947 10.1.1.39.199 Metadata may be used without restrictions as long as the oai identifier remains attached to it." } }
+{ "dblp": { "id": 5, "dblpid": "books/acm/kim95/DayalHW95", "title": "Active Database Systems.", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2002-01-03 434-456 1995 Modern Database Systems db/books/collections/kim95.html#DayalHW95" }, "csx": { "id": 98, "csxid": "oai CiteSeerXPSU 10.1.1.49.2910", "title": "Active Database Systems", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2009-04-12 In Won Kim editor Modern Database Systems The Object Model Integrating a production rules facility into a database system provides a uniform mechanism for a number of advanced database features including integrity constraint enforcement, derived data maintenance, triggers, alerters, protection, version control, and others. In addition, a database system with rule processing capabilities provides a useful platform for large and efficient knowledge-base and expert systems. Database systems with production rules are referred to as active database systems, and the field of active database systems has indeed been active. This chapter summarizes current work in active database systems  topics covered include active database rule models and languages, rule execution semantics, and implementation issues.  1 Introduction  Conventional database systems are passive  they only execute queries or transactions explicitly submitted by a user or an application program. For many applications, however, it is important to monitor situations of interest, and to ... CiteSeerX ACM Press 2009-04-12 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.2910 http //www-db.stanford.edu/pub/papers/book-chapter.ps en 10.1.1.17.1323 10.1.1.143.7196 10.1.1.50.3821 10.1.1.51.9946 10.1.1.41.2030 10.1.1.46.2504 10.1.1.52.4421 10.1.1.38.2083 10.1.1.34.661 10.1.1.103.7630 10.1.1.100.9015 10.1.1.97.1699 10.1.1.107.4220 10.1.1.47.9217 10.1.1.133.7157 10.1.1.101.5051 10.1.1.30.9989 10.1.1.53.6941 10.1.1.50.8529 10.1.1.133.4287 10.1.1.50.7278 10.1.1.10.1688 10.1.1.19.8669 10.1.1.44.7600 10.1.1.144.376 10.1.1.44.1348 10.1.1.47.9998 10.1.1.90.4428 10.1.1.108.344 10.1.1.48.9470 10.1.1.53.5472 10.1.1.52.4872 10.1.1.144.4965 10.1.1.31.7578 10.1.1.32.6426 10.1.1.58.6335 10.1.1.85.8052 10.1.1.93.1931 10.1.1.55.4610 10.1.1.21.3821 10.1.1.26.9208 10.1.1.31.4869 10.1.1.48.1833 10.1.1.83.8628 10.1.1.87.9318 10.1.1.90.2195 10.1.1.36.5184 10.1.1.21.1704 10.1.1.53.1733 10.1.1.90.3181 10.1.1.53.6783 10.1.1.52.6151 10.1.1.104.6911 10.1.1.105.1691 10.1.1.21.1984 10.1.1.23.2775 10.1.1.62.5556 10.1.1.68.9063 10.1.1.74.4746 10.1.1.78.5097 10.1.1.84.743 10.1.1.84.904 10.1.1.87.6019 10.1.1.88.3907 10.1.1.89.9631 10.1.1.90.4147 10.1.1.92.365 10.1.1.100.2747 10.1.1.98.5083 10.1.1.98.6663 10.1.1.99.1894 10.1.1.99.8174 10.1.1.133.8073 10.1.1.52.7823 10.1.1.39.5341 10.1.1.35.3458 10.1.1.26.4620 10.1.1.18.8936 10.1.1.19.3694 10.1.1.12.631 10.1.1.48.6394 Metadata may be used without restrictions as long as the oai identifier remains attached to it." } }
+{ "dblp": { "id": 21, "dblpid": "books/acm/kim95/MengY95", "title": "Query Processing in Multidatabase Systems.", "authors": "Weiyi Meng Clement T. Yu", "misc": "2002-01-03 551-572 1995 Modern Database Systems db/books/collections/kim95.html#MengY95" }, "csx": { "id": 89, "csxid": "oai CiteSeerXPSU 10.1.1.33.8596", "title": "Dynamic Query Optimization and Query Processing in Multidatabase Systems 1.", "authors": "Henryk Josinski", "misc": "2009-04-15 Introduction  The multidatabase system (MDBS) approach, as a solution for integrated access to information distributed among diverse data sources, has gained a lot of attention in recent years. The multidatabase system is a database system which integrates pre--existing databases allowing the users to access simultaneously database systems (DBMSs) formulating a global query based on a global schema.  The component DBMSs are assumed to be heterogeneous and autonomous. Heterogeneity refers to different user interfaces, data models, query languages, and query optimization strategies [5]. Local autonomy means that each DBMS retains complete control over local data and processing. As result of this, its cost model may not be available to the global query optimizer.  When a global query is submitted, it is decomposed into two types of queries [1]   -- subqueries, operating on sharable data items from local databases,  -- assembling queries, consisting of, CiteSeerX  2009-04-15 2007-11-22 2000 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.33.8596 http //www.edbt2000.uni-konstanz.de/phd-workshop/papers/Josinski.pdf en 10.1.1.27.4704 10.1.1.51.8352 Metadata may be used without restrictions as long as the oai identifier remains attached to it." } }
+{ "dblp": { "id": 25, "dblpid": "books/acm/kim95/RusinkiewiczS95", "title": "Specification and Execution of Transactional Workflows.", "authors": "Marek Rusinkiewicz Amit P. Sheth", "misc": "2004-03-08 592-620 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#RusinkiewiczS95 1995" }, "csx": { "id": 88, "csxid": "oai CiteSeerXPSU 10.1.1.43.3839", "title": "Specification and Execution of Transactional Workflows", "authors": "Marek Rusinkiewicz Amit Sheth", "misc": "2009-04-13 The basic transaction model has evolved over time to incorporate more complex transaction structures  and to selectively modify the atomicity and isolation properties. In this chapter we discuss the application  of transaction concepts to activities that involve coordinated execution of multiple tasks (possibly of  different types) over different processing entities. Such applications are referred to as transactional  workflows. In this chapter we discuss the specification of such workflows and the issues involved in their  execution.  1 What is a Workflow?  Workflows are activities involving the coordinated execution of multiple tasks performed by different processing entities. A task defines some work to be done and can be specified in a number of ways, including a textual description in a file or an email, a form, a message, or a computer program. A processing entity that performs the tasks may be a person or a software system (e.g., a mailer, an application program, a database mana... CiteSeerX ACM Press 2009-04-13 2007-11-22 1995 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.43.3839 http //lsdis.cs.uga.edu/lib/././download/RS93.ps en 10.1.1.17.1323 10.1.1.59.5051 10.1.1.38.6210 10.1.1.68.7445 10.1.1.109.5175 10.1.1.17.7962 10.1.1.44.7778 10.1.1.112.244 10.1.1.13.7602 10.1.1.102.7874 10.1.1.41.4043 10.1.1.49.5143 10.1.1.41.7252 10.1.1.17.3225 10.1.1.54.7761 10.1.1.55.5255 10.1.1.108.958 10.1.1.35.7733 10.1.1.52.3682 10.1.1.36.1618 10.1.1.45.6317 10.1.1.43.3180 10.1.1.35.8718 10.1.1.44.6365 10.1.1.51.2883 10.1.1.50.9206 10.1.1.6.9085 10.1.1.30.1707 10.1.1.80.6634 10.1.1.49.355 10.1.1.127.3550 10.1.1.35.3562 10.1.1.137.8832 10.1.1.49.4085 10.1.1.41.5506 10.1.1.40.4657 10.1.1.43.2369 10.1.1.40.832 10.1.1.74.5411 10.1.1.90.4428 10.1.1.110.6967 10.1.1.27.2122 10.1.1.15.5605 10.1.1.54.727 10.1.1.49.7512 10.1.1.45.8796 10.1.1.50.5984 10.1.1.53.137 10.1.1.30.3262 10.1.1.28.1680 10.1.1.21.7110 10.1.1.29.3148 10.1.1.57.687 10.1.1.59.5924 10.1.1.46.2812 10.1.1.51.5552 10.1.1.17.7375 10.1.1.40.1598 10.1.1.52.9787 10.1.1.1.3496 10.1.1.50.6791 10.1.1.55.3358 10.1.1.137.7582 10.1.1.118.4127 10.1.1.49.3580 10.1.1.35.5825 10.1.1.46.9382 10.1.1.31.7411 10.1.1.48.5504 10.1.1.55.5163 10.1.1.18.1603 10.1.1.52.8129 10.1.1.1.9723 10.1.1.21.9113 10.1.1.49.7644 10.1.1.52.6646 10.1.1.75.3106 10.1.1.80.2072 10.1.1.55.8770 10.1.1.54.8188 10.1.1.101.7919 10.1.1.104.8176 10.1.1.24.5741 10.1.1.29.4667 10.1.1.4.1055 10.1.1.48.9175 10.1.1.56.792 10.1.1.65.3172 10.1.1.66.5947 10.1.1.73.8532 10.1.1.83.8299 10.1.1.86.8521 10.1.1.87.2402 10.1.1.87.4648 10.1.1.90.5638 10.1.1.91.1709 10.1.1.94.4248 10.1.1.114.511 10.1.1.119.5037 10.1.1.124.7957 10.1.1.49.215 10.1.1.53.7777 10.1.1.53.9711 10.1.1.45.9409 10.1.1.40.8789 10.1.1.43.4845 10.1.1.34.8273 10.1.1.35.4783 10.1.1.28.3176 10.1.1.16.8151 10.1.1.8.9117 10.1.1.58.3449 10.1.1.142.7041 Metadata may be used without restrictions as long as the oai identifier remains attached to it." } }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 92, "csxid": "oai CiteSeerXPSU 10.1.1.13.2374", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-17 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of o#ce information systems  it is costly and di#cult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"o#ce objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to o#ce software. In order to fully exploit the approach to achieve integrated o#ce systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments.  We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt to enhance productivity through, f CiteSeerX  2009-04-17 2007-11-21 1988 application/pdf text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.2374 http //www.iam.unibe.ch/~scg/Archive/OSG/Nier89bIntegOfficeSystems.pdf en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." } }
+{ "dblp": { "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }, "csx": { "id": 93, "csxid": "oai CiteSeerXPSU 10.1.1.42.9253", "title": "Integrated Office Systems", "authors": "O. M. Nierstrasz D. C. Tsichritzis", "misc": "2009-04-11 Introduction  New techniques are sorely needed to aid in the development and maintenance of large application systems. The problem with traditional approaches to software engineering is well in evidence in the field of office information systems  it is costly and difficult to extend existing applications, and to get unrelated applications to \"talk\" to each other. The objectoriented approach is already being tentatively applied in the modeling of \"office objects\" and in the presentation of these entities to users as such in \"desktop\" interfaces to office software. In order to fully exploit the approach to achieve integrated office systems, we need to use object-oriented programming languages, object-oriented run-time support, and object-oriented software engineering environments. We can view the fundamental idea behind the object-oriented approach as that of encapsulation  object-oriented languages and systems exploit encapsulation in various ways in an attempt t CiteSeerX ACM Press and Addison-Wesley 2009-04-11 2007-11-22 1988 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.42.9253 ftp //ftp.iam.unibe.ch/pub/scg/Papers/integratedOfficeSystems.ps.gz en 10.1.1.26.9545 10.1.1.65.5865 10.1.1.34.624 10.1.1.12.8544 10.1.1.144.6983 10.1.1.26.6746 10.1.1.49.3064 10.1.1.30.4607 10.1.1.38.4894 10.1.1.20.8197 10.1.1.26.4381 10.1.1.29.1890 Metadata may be used without restrictions as long as the oai identifier remains attached to it." } }
+{ "dblp": { "id": 54, "dblpid": "books/aw/kimL89/SteinLU89", "title": "A Shared View of Sharing  The Treaty of Orlando.", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2002-01-03 31-48 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#SteinLU89" }, "csx": { "id": 91, "csxid": "oai CiteSeerXPSU 10.1.1.55.482", "title": "A Shared View of Sharing  The Treaty of Orlando", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2009-04-12 Introduction For the past few years, researchers have been debating the relative merits of object-oriented languages with classes and inheritance as opposed to those with prototypes and delegation. It has become clear that the object-oriented programming language design space is not a dichotomy. Instead, we have identified two fundamental mechanisms---templates and  empathy---and several different independent degrees of freedom for each. Templates create new objects in their own image, providing guarantees about the similarity of group members. Empathy allows an object to act as if it were some other object, thus providing sharing of state and behavior. The Smalltalk-80  TM  language,  1  Actors, Lieberman's Delegation  system, Self, and Hybrid each take differing stands on the forms of templates  1  Smalltalk-80  TM  is a trademark of Par CiteSeerX ACM Press 2009-04-12 2007-11-22 1989 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.55.482 http //lcs.www.media.mit.edu/people/lieber/Lieberary/OOP/Treaty/Treaty.ps en 10.1.1.26.9545 10.1.1.118.6579 10.1.1.48.69 10.1.1.57.5195 10.1.1.9.570 10.1.1.47.511 10.1.1.127.5320 10.1.1.100.4334 10.1.1.5.3348 10.1.1.39.3374 10.1.1.56.4713 10.1.1.61.2065 10.1.1.27.3015 10.1.1.1.5960 10.1.1.67.5433 10.1.1.31.8109 10.1.1.68.4062 10.1.1.49.3986 10.1.1.122.9331 10.1.1.46.8283 10.1.1.54.5230 10.1.1.16.2055 10.1.1.137.5180 10.1.1.43.5722 10.1.1.68.2105 10.1.1.35.1247 10.1.1.30.1415 10.1.1.7.5014 10.1.1.102.3946 10.1.1.105.6469 10.1.1.26.223 10.1.1.26.8645 10.1.1.35.4104 10.1.1.39.6986 10.1.1.41.7822 10.1.1.42.9056 10.1.1.53.9325 10.1.1.71.1802 10.1.1.76.6993 10.1.1.89.9613 10.1.1.121.5599 10.1.1.122.3737 10.1.1.127.1894 10.1.1.55.5674 10.1.1.37.8260 10.1.1.2.2077 10.1.1.24.5782 10.1.1.19.780 10.1.1.2.4148 10.1.1.2.4173 10.1.1.131.902 10.1.1.30.2927 Metadata may be used without restrictions as long as the oai identifier remains attached to it." } }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-dblp-aqlplus_1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-csx-dblp-aqlplus_1.adm
new file mode 100644
index 0000000..a40324b
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@@ -0,0 +1,4 @@
+{ "dblp": { "id": 1, "dblpid": "books/acm/kim95/AnnevelinkACFHK95", "title": "Object SQL - A Language for the Design and Implementation of Object Databases.", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Daniel H. Fishman Michael L. Heytens William Kent", "misc": "2002-01-03 42-68 1995 Modern Database Systems db/books/collections/kim95.html#AnnevelinkACFHK95" }, "csx": { "id": 1, "csxid": "oai CiteSeerXPSU 10.1.1.39.1830", "title": "Object SQL - A Language for the Design and Implementation of Object Databases", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Dan Fishman Mike Heytens William Kent", "misc": "2009-04-13 ly, a function application expression consists of two expressions  a function reference (labelled func_ref in Figure 3 line 2), and an argument (labelled arg). The func_ref expression evaluates to a (generic or specific) function identifier, which may be the same as the function that the expression is a part of, thus allowing recursive function invocations. The expression labelled arg evaluates to an arbitrary object or aggregate object. The semantics of evaluating function applications was discussed in detail in section 2. For example, to set the name of a person, we evaluate the following expression   FunAssign(function name.person) (p1,'John')  In this example, the first expression is itself a function call, applying the function FunAssign to the function name.person (an example of a specific function reference). This returns the oid of the function that sets a person's name, which is subsequently applied to a tuple of two elements, the oid of the person and the new name (a string o... CiteSeerX ACM Press 2009-04-13 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.39.1830 http //www.tu-chemnitz.de/~igrdb/docs/OpenODB/osql.ps.gz en 10.1.1.31.2534 10.1.1.28.4658 10.1.1.44.5947 10.1.1.39.199 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "dblp2": { "id": 1, "dblpid": "books/acm/kim95/AnnevelinkACFHK95", "title": "Object SQL - A Language for the Design and Implementation of Object Databases.", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Daniel H. Fishman Michael L. Heytens William Kent", "misc": "2002-01-03 42-68 1995 Modern Database Systems db/books/collections/kim95.html#AnnevelinkACFHK95" } }
+{ "dblp": { "id": 5, "dblpid": "books/acm/kim95/DayalHW95", "title": "Active Database Systems.", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2002-01-03 434-456 1995 Modern Database Systems db/books/collections/kim95.html#DayalHW95" }, "csx": { "id": 98, "csxid": "oai CiteSeerXPSU 10.1.1.49.2910", "title": "Active Database Systems", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2009-04-12 In Won Kim editor Modern Database Systems The Object Model Integrating a production rules facility into a database system provides a uniform mechanism for a number of advanced database features including integrity constraint enforcement, derived data maintenance, triggers, alerters, protection, version control, and others. In addition, a database system with rule processing capabilities provides a useful platform for large and efficient knowledge-base and expert systems. Database systems with production rules are referred to as active database systems, and the field of active database systems has indeed been active. This chapter summarizes current work in active database systems  topics covered include active database rule models and languages, rule execution semantics, and implementation issues.  1 Introduction  Conventional database systems are passive  they only execute queries or transactions explicitly submitted by a user or an application program. For many applications, however, it is important to monitor situations of interest, and to ... CiteSeerX ACM Press 2009-04-12 2007-11-22 1994 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.2910 http //www-db.stanford.edu/pub/papers/book-chapter.ps en 10.1.1.17.1323 10.1.1.143.7196 10.1.1.50.3821 10.1.1.51.9946 10.1.1.41.2030 10.1.1.46.2504 10.1.1.52.4421 10.1.1.38.2083 10.1.1.34.661 10.1.1.103.7630 10.1.1.100.9015 10.1.1.97.1699 10.1.1.107.4220 10.1.1.47.9217 10.1.1.133.7157 10.1.1.101.5051 10.1.1.30.9989 10.1.1.53.6941 10.1.1.50.8529 10.1.1.133.4287 10.1.1.50.7278 10.1.1.10.1688 10.1.1.19.8669 10.1.1.44.7600 10.1.1.144.376 10.1.1.44.1348 10.1.1.47.9998 10.1.1.90.4428 10.1.1.108.344 10.1.1.48.9470 10.1.1.53.5472 10.1.1.52.4872 10.1.1.144.4965 10.1.1.31.7578 10.1.1.32.6426 10.1.1.58.6335 10.1.1.85.8052 10.1.1.93.1931 10.1.1.55.4610 10.1.1.21.3821 10.1.1.26.9208 10.1.1.31.4869 10.1.1.48.1833 10.1.1.83.8628 10.1.1.87.9318 10.1.1.90.2195 10.1.1.36.5184 10.1.1.21.1704 10.1.1.53.1733 10.1.1.90.3181 10.1.1.53.6783 10.1.1.52.6151 10.1.1.104.6911 10.1.1.105.1691 10.1.1.21.1984 10.1.1.23.2775 10.1.1.62.5556 10.1.1.68.9063 10.1.1.74.4746 10.1.1.78.5097 10.1.1.84.743 10.1.1.84.904 10.1.1.87.6019 10.1.1.88.3907 10.1.1.89.9631 10.1.1.90.4147 10.1.1.92.365 10.1.1.100.2747 10.1.1.98.5083 10.1.1.98.6663 10.1.1.99.1894 10.1.1.99.8174 10.1.1.133.8073 10.1.1.52.7823 10.1.1.39.5341 10.1.1.35.3458 10.1.1.26.4620 10.1.1.18.8936 10.1.1.19.3694 10.1.1.12.631 10.1.1.48.6394 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "dblp2": { "id": 5, "dblpid": "books/acm/kim95/DayalHW95", "title": "Active Database Systems.", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2002-01-03 434-456 1995 Modern Database Systems db/books/collections/kim95.html#DayalHW95" } }
+{ "dblp": { "id": 25, "dblpid": "books/acm/kim95/RusinkiewiczS95", "title": "Specification and Execution of Transactional Workflows.", "authors": "Marek Rusinkiewicz Amit P. Sheth", "misc": "2004-03-08 592-620 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#RusinkiewiczS95 1995" }, "csx": { "id": 88, "csxid": "oai CiteSeerXPSU 10.1.1.43.3839", "title": "Specification and Execution of Transactional Workflows", "authors": "Marek Rusinkiewicz Amit Sheth", "misc": "2009-04-13 The basic transaction model has evolved over time to incorporate more complex transaction structures  and to selectively modify the atomicity and isolation properties. In this chapter we discuss the application  of transaction concepts to activities that involve coordinated execution of multiple tasks (possibly of  different types) over different processing entities. Such applications are referred to as transactional  workflows. In this chapter we discuss the specification of such workflows and the issues involved in their  execution.  1 What is a Workflow?  Workflows are activities involving the coordinated execution of multiple tasks performed by different processing entities. A task defines some work to be done and can be specified in a number of ways, including a textual description in a file or an email, a form, a message, or a computer program. A processing entity that performs the tasks may be a person or a software system (e.g., a mailer, an application program, a database mana... CiteSeerX ACM Press 2009-04-13 2007-11-22 1995 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.43.3839 http //lsdis.cs.uga.edu/lib/././download/RS93.ps en 10.1.1.17.1323 10.1.1.59.5051 10.1.1.38.6210 10.1.1.68.7445 10.1.1.109.5175 10.1.1.17.7962 10.1.1.44.7778 10.1.1.112.244 10.1.1.13.7602 10.1.1.102.7874 10.1.1.41.4043 10.1.1.49.5143 10.1.1.41.7252 10.1.1.17.3225 10.1.1.54.7761 10.1.1.55.5255 10.1.1.108.958 10.1.1.35.7733 10.1.1.52.3682 10.1.1.36.1618 10.1.1.45.6317 10.1.1.43.3180 10.1.1.35.8718 10.1.1.44.6365 10.1.1.51.2883 10.1.1.50.9206 10.1.1.6.9085 10.1.1.30.1707 10.1.1.80.6634 10.1.1.49.355 10.1.1.127.3550 10.1.1.35.3562 10.1.1.137.8832 10.1.1.49.4085 10.1.1.41.5506 10.1.1.40.4657 10.1.1.43.2369 10.1.1.40.832 10.1.1.74.5411 10.1.1.90.4428 10.1.1.110.6967 10.1.1.27.2122 10.1.1.15.5605 10.1.1.54.727 10.1.1.49.7512 10.1.1.45.8796 10.1.1.50.5984 10.1.1.53.137 10.1.1.30.3262 10.1.1.28.1680 10.1.1.21.7110 10.1.1.29.3148 10.1.1.57.687 10.1.1.59.5924 10.1.1.46.2812 10.1.1.51.5552 10.1.1.17.7375 10.1.1.40.1598 10.1.1.52.9787 10.1.1.1.3496 10.1.1.50.6791 10.1.1.55.3358 10.1.1.137.7582 10.1.1.118.4127 10.1.1.49.3580 10.1.1.35.5825 10.1.1.46.9382 10.1.1.31.7411 10.1.1.48.5504 10.1.1.55.5163 10.1.1.18.1603 10.1.1.52.8129 10.1.1.1.9723 10.1.1.21.9113 10.1.1.49.7644 10.1.1.52.6646 10.1.1.75.3106 10.1.1.80.2072 10.1.1.55.8770 10.1.1.54.8188 10.1.1.101.7919 10.1.1.104.8176 10.1.1.24.5741 10.1.1.29.4667 10.1.1.4.1055 10.1.1.48.9175 10.1.1.56.792 10.1.1.65.3172 10.1.1.66.5947 10.1.1.73.8532 10.1.1.83.8299 10.1.1.86.8521 10.1.1.87.2402 10.1.1.87.4648 10.1.1.90.5638 10.1.1.91.1709 10.1.1.94.4248 10.1.1.114.511 10.1.1.119.5037 10.1.1.124.7957 10.1.1.49.215 10.1.1.53.7777 10.1.1.53.9711 10.1.1.45.9409 10.1.1.40.8789 10.1.1.43.4845 10.1.1.34.8273 10.1.1.35.4783 10.1.1.28.3176 10.1.1.16.8151 10.1.1.8.9117 10.1.1.58.3449 10.1.1.142.7041 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "dblp2": { "id": 25, "dblpid": "books/acm/kim95/RusinkiewiczS95", "title": "Specification and Execution of Transactional Workflows.", "authors": "Marek Rusinkiewicz Amit P. Sheth", "misc": "2004-03-08 592-620 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#RusinkiewiczS95 1995" } }
+{ "dblp": { "id": 54, "dblpid": "books/aw/kimL89/SteinLU89", "title": "A Shared View of Sharing  The Treaty of Orlando.", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2002-01-03 31-48 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#SteinLU89" }, "csx": { "id": 91, "csxid": "oai CiteSeerXPSU 10.1.1.55.482", "title": "A Shared View of Sharing  The Treaty of Orlando", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2009-04-12 Introduction For the past few years, researchers have been debating the relative merits of object-oriented languages with classes and inheritance as opposed to those with prototypes and delegation. It has become clear that the object-oriented programming language design space is not a dichotomy. Instead, we have identified two fundamental mechanisms---templates and  empathy---and several different independent degrees of freedom for each. Templates create new objects in their own image, providing guarantees about the similarity of group members. Empathy allows an object to act as if it were some other object, thus providing sharing of state and behavior. The Smalltalk-80  TM  language,  1  Actors, Lieberman's Delegation  system, Self, and Hybrid each take differing stands on the forms of templates  1  Smalltalk-80  TM  is a trademark of Par CiteSeerX ACM Press 2009-04-12 2007-11-22 1989 application/postscript text http //citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.55.482 http //lcs.www.media.mit.edu/people/lieber/Lieberary/OOP/Treaty/Treaty.ps en 10.1.1.26.9545 10.1.1.118.6579 10.1.1.48.69 10.1.1.57.5195 10.1.1.9.570 10.1.1.47.511 10.1.1.127.5320 10.1.1.100.4334 10.1.1.5.3348 10.1.1.39.3374 10.1.1.56.4713 10.1.1.61.2065 10.1.1.27.3015 10.1.1.1.5960 10.1.1.67.5433 10.1.1.31.8109 10.1.1.68.4062 10.1.1.49.3986 10.1.1.122.9331 10.1.1.46.8283 10.1.1.54.5230 10.1.1.16.2055 10.1.1.137.5180 10.1.1.43.5722 10.1.1.68.2105 10.1.1.35.1247 10.1.1.30.1415 10.1.1.7.5014 10.1.1.102.3946 10.1.1.105.6469 10.1.1.26.223 10.1.1.26.8645 10.1.1.35.4104 10.1.1.39.6986 10.1.1.41.7822 10.1.1.42.9056 10.1.1.53.9325 10.1.1.71.1802 10.1.1.76.6993 10.1.1.89.9613 10.1.1.121.5599 10.1.1.122.3737 10.1.1.127.1894 10.1.1.55.5674 10.1.1.37.8260 10.1.1.2.2077 10.1.1.24.5782 10.1.1.19.780 10.1.1.2.4148 10.1.1.2.4173 10.1.1.131.902 10.1.1.30.2927 Metadata may be used without restrictions as long as the oai identifier remains attached to it." }, "dblp2": { "id": 54, "dblpid": "books/aw/kimL89/SteinLU89", "title": "A Shared View of Sharing  The Treaty of Orlando.", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2002-01-03 31-48 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#SteinLU89" } }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-lookup_1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-lookup_1.adm
new file mode 100644
index 0000000..3c3c055
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/dblp-lookup_1.adm
@@ -0,0 +1 @@
+{ "id": 1, "dblpid": "books/acm/kim95/AnnevelinkACFHK95", "title": "Object SQL - A Language for the Design and Implementation of Object Databases.", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Daniel H. Fishman Michael L. Heytens William Kent", "misc": "2002-01-03 42-68 1995 Modern Database Systems db/books/collections/kim95.html#AnnevelinkACFHK95" }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/events-users-aqlplus_1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/events-users-aqlplus_1.adm
new file mode 100644
index 0000000..299ae12
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/events-users-aqlplus_1.adm
@@ -0,0 +1,3 @@
+{ "user_name": "Jimmy", "similar_users": [ { "user_name": "Jimmy" }, { "user_name": "John" } ] }
+{ "user_name": "John", "similar_users": [ { "user_name": "Jimmy" }, { "user_name": "John" } ] }
+{ "user_name": "Smith", "similar_users": [ { "user_name": "Smith" } ] }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/tmp-1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/tmp-1.adm
new file mode 100644
index 0000000..0d71829
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/tmp-1.adm
@@ -0,0 +1,302 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-int-aqlplus_1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-int-aqlplus_1.adm
new file mode 100644
index 0000000..f61e1c3
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-int-aqlplus_1.adm
@@ -0,0 +1,6 @@
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "user2": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "user2": { "uid": 50, "name": "Lance Pracht", "lottery_numbers": [ 10, 20, 41 ], "interests": {{ "biking", "acting", "painting" }} } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "user2": { "uid": 100, "name": "Curt Savage", "lottery_numbers": [ 47, 50, 53 ], "interests": {{ "singing", "painting", "biking" }} } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "user2": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} } }
+{ "user": { "uid": 50, "name": "Lance Pracht", "lottery_numbers": [ 10, 20, 41 ], "interests": {{ "biking", "acting", "painting" }} }, "user2": { "uid": 100, "name": "Curt Savage", "lottery_numbers": [ 47, 50, 53 ], "interests": {{ "singing", "painting", "biking" }} } }
+{ "user": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "biking", "singing" }} }, "user2": { "uid": 100, "name": "Curt Savage", "lottery_numbers": [ 47, 50, 53 ], "interests": {{ "singing", "painting", "biking" }} } }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-int-aqlplus_2.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-int-aqlplus_2.adm
new file mode 100644
index 0000000..f61e1c3
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-int-aqlplus_2.adm
@@ -0,0 +1,6 @@
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "user2": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "user2": { "uid": 50, "name": "Lance Pracht", "lottery_numbers": [ 10, 20, 41 ], "interests": {{ "biking", "acting", "painting" }} } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "user2": { "uid": 100, "name": "Curt Savage", "lottery_numbers": [ 47, 50, 53 ], "interests": {{ "singing", "painting", "biking" }} } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "user2": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} } }
+{ "user": { "uid": 50, "name": "Lance Pracht", "lottery_numbers": [ 10, 20, 41 ], "interests": {{ "biking", "acting", "painting" }} }, "user2": { "uid": 100, "name": "Curt Savage", "lottery_numbers": [ 47, 50, 53 ], "interests": {{ "singing", "painting", "biking" }} } }
+{ "user": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "biking", "singing" }} }, "user2": { "uid": 100, "name": "Curt Savage", "lottery_numbers": [ 47, 50, 53 ], "interests": {{ "singing", "painting", "biking" }} } }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-int-aqlplus_3.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-int-aqlplus_3.adm
new file mode 100644
index 0000000..f61e1c3
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-int-aqlplus_3.adm
@@ -0,0 +1,6 @@
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "user2": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "user2": { "uid": 50, "name": "Lance Pracht", "lottery_numbers": [ 10, 20, 41 ], "interests": {{ "biking", "acting", "painting" }} } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "user2": { "uid": 100, "name": "Curt Savage", "lottery_numbers": [ 47, 50, 53 ], "interests": {{ "singing", "painting", "biking" }} } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "user2": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} } }
+{ "user": { "uid": 50, "name": "Lance Pracht", "lottery_numbers": [ 10, 20, 41 ], "interests": {{ "biking", "acting", "painting" }} }, "user2": { "uid": 100, "name": "Curt Savage", "lottery_numbers": [ 47, 50, 53 ], "interests": {{ "singing", "painting", "biking" }} } }
+{ "user": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "biking", "singing" }} }, "user2": { "uid": 100, "name": "Curt Savage", "lottery_numbers": [ 47, 50, 53 ], "interests": {{ "singing", "painting", "biking" }} } }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-lot-aqlplus_1.1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-lot-aqlplus_1.1.adm
new file mode 100644
index 0000000..e3d63ca
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-lot-aqlplus_1.1.adm
@@ -0,0 +1,3 @@
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": < "singing", "acting", "running" > }, "user2": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": < "biking", "singing" > }, "sim": 1.0f }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": < "hiking", "running", "swimming" > }, "user2": { "uid": 50, "name": "Lance Pracht", "lottery_numbers": [ 10, 20, 41 ], "interests": < "biking", "acting", "painting" > }, "sim": 0.5f }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": < "hiking", "running", "swimming" > }, "user2": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": < "running", "hiking", "biking" > }, "sim": 0.5f }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-lot-aqlplus_1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-lot-aqlplus_1.adm
new file mode 100644
index 0000000..c1c7413
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-lot-aqlplus_1.adm
@@ -0,0 +1,5 @@
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": < "hiking", "running", "swimming" > }, "user2": { "uid": 50, "name": "Lance Pracht", "lottery_numbers": [ 10, 20, 41 ], "interests": < "biking", "acting", "painting" > } }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": < "hiking", "running", "swimming" > }, "user2": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": < "running", "hiking", "biking" > } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": < "biking", "painting" > }, "user2": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": < "acting", "running" > } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": < "biking", "painting" > }, "user2": { "uid": 90, "name": "Myrtice Cubias", "lottery_numbers": [ 20, 25, 43 ], "interests": < "kayaking", "running" > } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": < "singing", "acting", "running" > }, "user2": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": < "biking", "singing" > } }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-lot-aqlplus_2.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-lot-aqlplus_2.adm
new file mode 100644
index 0000000..c1c7413
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-lot-aqlplus_2.adm
@@ -0,0 +1,5 @@
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": < "hiking", "running", "swimming" > }, "user2": { "uid": 50, "name": "Lance Pracht", "lottery_numbers": [ 10, 20, 41 ], "interests": < "biking", "acting", "painting" > } }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": < "hiking", "running", "swimming" > }, "user2": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": < "running", "hiking", "biking" > } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": < "biking", "painting" > }, "user2": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": < "acting", "running" > } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": < "biking", "painting" > }, "user2": { "uid": 90, "name": "Myrtice Cubias", "lottery_numbers": [ 20, 25, 43 ], "interests": < "kayaking", "running" > } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": < "singing", "acting", "running" > }, "user2": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": < "biking", "singing" > } }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-lot-aqlplus_3.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-lot-aqlplus_3.adm
new file mode 100644
index 0000000..814df80
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-lot-aqlplus_3.adm
@@ -0,0 +1,5 @@
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "user2": { "uid": 50, "name": "Lance Pracht", "lottery_numbers": [ 10, 20, 41 ], "interests": {{ "biking", "acting", "painting" }} } }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "user2": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "user2": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "user2": { "uid": 90, "name": "Myrtice Cubias", "lottery_numbers": [ 20, 25, 43 ], "interests": {{ "kayaking", "running" }} } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "user2": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "biking", "singing" }} } }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-int-3_1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-int-3_1.adm
new file mode 100644
index 0000000..452ae20
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-int-3_1.adm
@@ -0,0 +1,15 @@
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1020, "name": "Hank Friley", "lottery_numbers": [ 20, 25 ], "interests": {{ "running", "swimming", "biking" }} }, "sim": 0.5f }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} }, "sim": 0.75f }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1060, "name": "Mckenzie Neitzke", "lottery_numbers": [  ], "interests": {{ "hiking", "biking", "swimming" }} }, "sim": 0.5f }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": {{ "swimming", "hiking", "running" }} }, "sim": 1.0f }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": {{ "acting", "running" }} }, "sim": 0.6666667f }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": {{ "singing", "acting" }} }, "sim": 0.6666667f }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} }, "sim": 0.5f }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": {{ "acting", "singing" }} }, "sim": 0.6666667f }
+{ "user": { "uid": 50, "name": "Lance Pracht", "lottery_numbers": [ 10, 20, 41 ], "interests": {{ "biking", "acting", "painting" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} }, "sim": 0.5f }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": {{ "acting", "running" }} }, "sim": 1.0f }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} }, "sim": 0.6666667f }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1020, "name": "Hank Friley", "lottery_numbers": [ 20, 25 ], "interests": {{ "running", "swimming", "biking" }} }, "sim": 0.5f }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} }, "sim": 0.75f }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1060, "name": "Mckenzie Neitzke", "lottery_numbers": [  ], "interests": {{ "hiking", "biking", "swimming" }} }, "sim": 0.5f }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": {{ "swimming", "hiking", "running" }} }, "sim": 0.5f }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-int-aqlplus_1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-int-aqlplus_1.adm
new file mode 100644
index 0000000..693874d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-int-aqlplus_1.adm
@@ -0,0 +1,15 @@
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1020, "name": "Hank Friley", "lottery_numbers": [ 20, 25 ], "interests": {{ "running", "swimming", "biking" }} } }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} } }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1060, "name": "Mckenzie Neitzke", "lottery_numbers": [  ], "interests": {{ "hiking", "biking", "swimming" }} } }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": {{ "swimming", "hiking", "running" }} } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": {{ "acting", "running" }} } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": {{ "singing", "acting" }} } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": {{ "acting", "singing" }} } }
+{ "user": { "uid": 50, "name": "Lance Pracht", "lottery_numbers": [ 10, 20, 41 ], "interests": {{ "biking", "acting", "painting" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} } }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": {{ "acting", "running" }} } }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} } }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1020, "name": "Hank Friley", "lottery_numbers": [ 20, 25 ], "interests": {{ "running", "swimming", "biking" }} } }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} } }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1060, "name": "Mckenzie Neitzke", "lottery_numbers": [  ], "interests": {{ "hiking", "biking", "swimming" }} } }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": {{ "swimming", "hiking", "running" }} } }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-int-aqlplus_2.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-int-aqlplus_2.adm
new file mode 100644
index 0000000..693874d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-int-aqlplus_2.adm
@@ -0,0 +1,15 @@
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1020, "name": "Hank Friley", "lottery_numbers": [ 20, 25 ], "interests": {{ "running", "swimming", "biking" }} } }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} } }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1060, "name": "Mckenzie Neitzke", "lottery_numbers": [  ], "interests": {{ "hiking", "biking", "swimming" }} } }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": {{ "swimming", "hiking", "running" }} } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": {{ "acting", "running" }} } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": {{ "singing", "acting" }} } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": {{ "acting", "singing" }} } }
+{ "user": { "uid": 50, "name": "Lance Pracht", "lottery_numbers": [ 10, 20, 41 ], "interests": {{ "biking", "acting", "painting" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} } }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": {{ "acting", "running" }} } }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} } }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1020, "name": "Hank Friley", "lottery_numbers": [ 20, 25 ], "interests": {{ "running", "swimming", "biking" }} } }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} } }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1060, "name": "Mckenzie Neitzke", "lottery_numbers": [  ], "interests": {{ "hiking", "biking", "swimming" }} } }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": {{ "swimming", "hiking", "running" }} } }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-int-aqlplus_3.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-int-aqlplus_3.adm
new file mode 100644
index 0000000..e96c143
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-int-aqlplus_3.adm
@@ -0,0 +1,15 @@
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": < "hiking", "running", "swimming" > }, "visitor": { "vid": 1020, "name": "Hank Friley", "lottery_numbers": [ 20, 25 ], "interests": < "running", "swimming", "biking" > } }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": < "hiking", "running", "swimming" > }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": < "hiking", "running", "swimming", "biking" > } }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": < "hiking", "running", "swimming" > }, "visitor": { "vid": 1060, "name": "Mckenzie Neitzke", "lottery_numbers": [  ], "interests": < "hiking", "biking", "swimming" > } }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": < "hiking", "running", "swimming" > }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": < "swimming", "hiking", "running" > } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": < "singing", "acting", "running" > }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": < "acting", "running" > } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": < "singing", "acting", "running" > }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": < "singing", "acting" > } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": < "singing", "acting", "running" > }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": < "acting", "running", "painting" > } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": < "singing", "acting", "running" > }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": < "acting", "singing" > } }
+{ "user": { "uid": 50, "name": "Lance Pracht", "lottery_numbers": [ 10, 20, 41 ], "interests": < "biking", "acting", "painting" > }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": < "acting", "running", "painting" > } }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": < "acting", "running" > }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": < "acting", "running" > } }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": < "acting", "running" > }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": < "acting", "running", "painting" > } }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": < "running", "hiking", "biking" > }, "visitor": { "vid": 1020, "name": "Hank Friley", "lottery_numbers": [ 20, 25 ], "interests": < "running", "swimming", "biking" > } }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": < "running", "hiking", "biking" > }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": < "hiking", "running", "swimming", "biking" > } }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": < "running", "hiking", "biking" > }, "visitor": { "vid": 1060, "name": "Mckenzie Neitzke", "lottery_numbers": [  ], "interests": < "hiking", "biking", "swimming" > } }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": < "running", "hiking", "biking" > }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": < "swimming", "hiking", "running" > } }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-int-vis-user-lot-aqlplus_1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-int-vis-user-lot-aqlplus_1.adm
new file mode 100644
index 0000000..885a976
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-int-vis-user-lot-aqlplus_1.adm
@@ -0,0 +1,8 @@
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} }, "user2": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} } }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} }, "user2": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "biking", "singing" }} } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": {{ "singing", "acting" }} }, "user2": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": {{ "singing", "acting" }} }, "user2": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": {{ "acting", "singing" }} }, "user2": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": {{ "acting", "singing" }} }, "user2": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} } }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} }, "user2": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} } }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} }, "user2": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "biking", "singing" }} } }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-3_1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-3_1.adm
new file mode 100644
index 0000000..9c6660f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-3_1.adm
@@ -0,0 +1,18 @@
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": {{ "acting", "running" }} }, "sim": 0.5f }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": {{ "singing", "acting" }} }, "sim": 0.5f }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1020, "name": "Hank Friley", "lottery_numbers": [ 20, 25 ], "interests": {{ "running", "swimming", "biking" }} }, "sim": 0.6666667f }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "hiking" }} }, "sim": 1.0f }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": {{ "acting", "singing" }} }, "sim": 0.5f }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": {{ "swimming", "hiking", "running" }} }, "sim": 0.5f }
+{ "user": { "uid": 30, "name": "Marvella Loud", "lottery_numbers": [ 40, 41, 42 ], "interests": {{  }} }, "visitor": { "vid": 1040, "name": "Luella Schweinert", "lottery_numbers": [ 41, 42, 43 ], "interests": {{ "hiking", "kayaking" }} }, "sim": 0.5f }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} }, "sim": 1.0f }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} }, "sim": 0.5f }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "hiking" }} }, "sim": 0.5f }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": {{ "acting", "singing" }} }, "sim": 0.5f }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": {{ "swimming", "hiking", "running" }} }, "sim": 0.5f }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": {{ "acting", "running" }} }, "sim": 0.5f }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": {{ "singing", "acting" }} }, "sim": 0.5f }
+{ "user": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "biking", "singing" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} }, "sim": 1.0f }
+{ "user": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "biking", "singing" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} }, "sim": 0.5f }
+{ "user": { "uid": 90, "name": "Myrtice Cubias", "lottery_numbers": [ 20, 25, 43 ], "interests": {{ "kayaking", "running" }} }, "visitor": { "vid": 1020, "name": "Hank Friley", "lottery_numbers": [ 20, 25 ], "interests": {{ "running", "swimming", "biking" }} }, "sim": 0.6666667f }
+{ "user": { "uid": 90, "name": "Myrtice Cubias", "lottery_numbers": [ 20, 25, 43 ], "interests": {{ "kayaking", "running" }} }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "hiking" }} }, "sim": 0.5f }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-aqlplus_1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-aqlplus_1.adm
new file mode 100644
index 0000000..2b94840
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-aqlplus_1.adm
@@ -0,0 +1,18 @@
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": {{ "acting", "running" }} } }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": {{ "singing", "acting" }} } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1020, "name": "Hank Friley", "lottery_numbers": [ 20, 25 ], "interests": {{ "running", "swimming", "biking" }} } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "hiking" }} } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": {{ "acting", "singing" }} } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": {{ "swimming", "hiking", "running" }} } }
+{ "user": { "uid": 30, "name": "Marvella Loud", "lottery_numbers": [ 40, 41, 42 ], "interests": {{  }} }, "visitor": { "vid": 1040, "name": "Luella Schweinert", "lottery_numbers": [ 41, 42, 43 ], "interests": {{ "hiking", "kayaking" }} } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} } }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "hiking" }} } }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": {{ "acting", "singing" }} } }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": {{ "swimming", "hiking", "running" }} } }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": {{ "acting", "running" }} } }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": {{ "singing", "acting" }} } }
+{ "user": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "biking", "singing" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} } }
+{ "user": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "biking", "singing" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} } }
+{ "user": { "uid": 90, "name": "Myrtice Cubias", "lottery_numbers": [ 20, 25, 43 ], "interests": {{ "kayaking", "running" }} }, "visitor": { "vid": 1020, "name": "Hank Friley", "lottery_numbers": [ 20, 25 ], "interests": {{ "running", "swimming", "biking" }} } }
+{ "user": { "uid": 90, "name": "Myrtice Cubias", "lottery_numbers": [ 20, 25, 43 ], "interests": {{ "kayaking", "running" }} }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "hiking" }} } }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-aqlplus_2.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-aqlplus_2.adm
new file mode 100644
index 0000000..2b94840
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-aqlplus_2.adm
@@ -0,0 +1,18 @@
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": {{ "acting", "running" }} } }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": {{ "singing", "acting" }} } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1020, "name": "Hank Friley", "lottery_numbers": [ 20, 25 ], "interests": {{ "running", "swimming", "biking" }} } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "hiking" }} } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": {{ "acting", "singing" }} } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": {{ "swimming", "hiking", "running" }} } }
+{ "user": { "uid": 30, "name": "Marvella Loud", "lottery_numbers": [ 40, 41, 42 ], "interests": {{  }} }, "visitor": { "vid": 1040, "name": "Luella Schweinert", "lottery_numbers": [ 41, 42, 43 ], "interests": {{ "hiking", "kayaking" }} } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} } }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "hiking" }} } }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": {{ "acting", "singing" }} } }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": {{ "swimming", "hiking", "running" }} } }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": {{ "acting", "running" }} } }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": {{ "singing", "acting" }} } }
+{ "user": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "biking", "singing" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} } }
+{ "user": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "biking", "singing" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} } }
+{ "user": { "uid": 90, "name": "Myrtice Cubias", "lottery_numbers": [ 20, 25, 43 ], "interests": {{ "kayaking", "running" }} }, "visitor": { "vid": 1020, "name": "Hank Friley", "lottery_numbers": [ 20, 25 ], "interests": {{ "running", "swimming", "biking" }} } }
+{ "user": { "uid": 90, "name": "Myrtice Cubias", "lottery_numbers": [ 20, 25, 43 ], "interests": {{ "kayaking", "running" }} }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "hiking" }} } }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-aqlplus_3.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-aqlplus_3.adm
new file mode 100644
index 0000000..6ddbfd1
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-aqlplus_3.adm
@@ -0,0 +1,18 @@
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": < "hiking", "running", "swimming" > }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": < "acting", "running" > } }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": < "hiking", "running", "swimming" > }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": < "singing", "acting" > } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": < "biking", "painting" > }, "visitor": { "vid": 1020, "name": "Hank Friley", "lottery_numbers": [ 20, 25 ], "interests": < "running", "swimming", "biking" > } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": < "biking", "painting" > }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": < "hiking" > } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": < "biking", "painting" > }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": < "acting", "singing" > } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": < "biking", "painting" > }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": < "swimming", "hiking", "running" > } }
+{ "user": { "uid": 30, "name": "Marvella Loud", "lottery_numbers": [ 40, 41, 42 ], "interests": <  > }, "visitor": { "vid": 1040, "name": "Luella Schweinert", "lottery_numbers": [ 41, 42, 43 ], "interests": < "hiking", "kayaking" > } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": < "singing", "acting", "running" > }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": < "hiking", "running", "swimming", "biking" > } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": < "singing", "acting", "running" > }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": < "acting", "running", "painting" > } }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": < "acting", "running" > }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": < "hiking" > } }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": < "acting", "running" > }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": < "acting", "singing" > } }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": < "acting", "running" > }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": < "swimming", "hiking", "running" > } }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": < "running", "hiking", "biking" > }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": < "acting", "running" > } }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": < "running", "hiking", "biking" > }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": < "singing", "acting" > } }
+{ "user": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": < "biking", "singing" > }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": < "hiking", "running", "swimming", "biking" > } }
+{ "user": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": < "biking", "singing" > }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": < "acting", "running", "painting" > } }
+{ "user": { "uid": 90, "name": "Myrtice Cubias", "lottery_numbers": [ 20, 25, 43 ], "interests": < "kayaking", "running" > }, "visitor": { "vid": 1020, "name": "Hank Friley", "lottery_numbers": [ 20, 25 ], "interests": < "running", "swimming", "biking" > } }
+{ "user": { "uid": 90, "name": "Myrtice Cubias", "lottery_numbers": [ 20, 25, 43 ], "interests": < "kayaking", "running" > }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": < "hiking" > } }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-aqlplus_4.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-aqlplus_4.adm
new file mode 100644
index 0000000..30053ec
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-aqlplus_4.adm
@@ -0,0 +1,5 @@
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1020, "name": "Hank Friley", "lottery_numbers": [ 20, 25 ], "interests": {{ "running", "swimming", "biking" }} } }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "hiking" }} } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} } }
+{ "user": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "biking", "singing" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} } }
+{ "user": { "uid": 90, "name": "Myrtice Cubias", "lottery_numbers": [ 20, 25, 43 ], "interests": {{ "kayaking", "running" }} }, "visitor": { "vid": 1020, "name": "Hank Friley", "lottery_numbers": [ 20, 25 ], "interests": {{ "running", "swimming", "biking" }} } }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-aqlplus_5.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-aqlplus_5.adm
new file mode 100644
index 0000000..e5946c1
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-aqlplus_5.adm
@@ -0,0 +1,3 @@
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "hiking" }} } }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} } }
+{ "user": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "biking", "singing" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} } }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-int-aqlplus_1.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-int-aqlplus_1.adm
new file mode 100644
index 0000000..d2f4951
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-int-aqlplus_1.adm
@@ -0,0 +1 @@
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} } }
diff --git a/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-int-aqlplus_2.adm b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-int-aqlplus_2.adm
new file mode 100644
index 0000000..e70ef1d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/fuzzyjoin/user-vis-lot-int-aqlplus_2.adm
@@ -0,0 +1 @@
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": < "singing", "acting", "running" > }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": < "acting", "running", "painting" > } }
diff --git a/asterix-app/src/test/resources/runtimets/results/groupby-orderby-count.adm b/asterix-app/src/test/resources/runtimets/results/groupby-orderby-count.adm
new file mode 100644
index 0000000..67a5aa6
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/groupby-orderby-count.adm
@@ -0,0 +1,154 @@
+{ "word": "allergies", "count": 15 }
+{ "word": "asthma", "count": 7 }
+{ "word": "and", "count": 6 }
+{ "word": "lt", "count": 6 }
+{ "word": "my", "count": 6 }
+{ "word": "the", "count": 6 }
+{ "word": "got", "count": 4 }
+{ "word": "i", "count": 4 }
+{ "word": "me", "count": 4 }
+{ "word": "that", "count": 4 }
+{ "word": "up", "count": 4 }
+{ "word": "an", "count": 3 }
+{ "word": "to", "count": 3 }
+{ "word": "with", "count": 3 }
+{ "word": "you", "count": 3 }
+{ "word": "a", "count": 2 }
+{ "word": "act", "count": 2 }
+{ "word": "acting", "count": 2 }
+{ "word": "away", "count": 2 }
+{ "word": "cough", "count": 2 }
+{ "word": "damn", "count": 2 }
+{ "word": "go", "count": 2 }
+{ "word": "hate", "count": 2 }
+{ "word": "he", "count": 2 }
+{ "word": "im", "count": 2 }
+{ "word": "in", "count": 2 }
+{ "word": "it", "count": 2 }
+{ "word": "lol", "count": 2 }
+{ "word": "natural", "count": 2 }
+{ "word": "please", "count": 2 }
+{ "word": "pump", "count": 2 }
+{ "word": "quot", "count": 2 }
+{ "word": "she", "count": 2 }
+{ "word": "smh", "count": 2 }
+{ "word": "sneezing", "count": 2 }
+{ "word": "while", "count": 2 }
+{ "word": "about", "count": 1 }
+{ "word": "actually", "count": 1 }
+{ "word": "again", "count": 1 }
+{ "word": "are", "count": 1 }
+{ "word": "at", "count": 1 }
+{ "word": "awesome", "count": 1 }
+{ "word": "back", "count": 1 }
+{ "word": "be", "count": 1 }
+{ "word": "been", "count": 1 }
+{ "word": "begin", "count": 1 }
+{ "word": "being", "count": 1 }
+{ "word": "birthday", "count": 1 }
+{ "word": "bit", "count": 1 }
+{ "word": "bravoandy", "count": 1 }
+{ "word": "but", "count": 1 }
+{ "word": "cant", "count": 1 }
+{ "word": "cause", "count": 1 }
+{ "word": "cold", "count": 1 }
+{ "word": "commercial", "count": 1 }
+{ "word": "coughing", "count": 1 }
+{ "word": "could", "count": 1 }
+{ "word": "crazy", "count": 1 }
+{ "word": "deal", "count": 1 }
+{ "word": "digging", "count": 1 }
+{ "word": "dirt", "count": 1 }
+{ "word": "ears", "count": 1 }
+{ "word": "except", "count": 1 }
+{ "word": "exposure", "count": 1 }
+{ "word": "eye", "count": 1 }
+{ "word": "feel", "count": 1 }
+{ "word": "fish", "count": 1 }
+{ "word": "following", "count": 1 }
+{ "word": "from", "count": 1 }
+{ "word": "fuckin", "count": 1 }
+{ "word": "glasses", "count": 1 }
+{ "word": "gold", "count": 1 }
+{ "word": "goldennote6", "count": 1 }
+{ "word": "gooodd", "count": 1 }
+{ "word": "gt", "count": 1 }
+{ "word": "haha", "count": 1 }
+{ "word": "have", "count": 1 }
+{ "word": "having", "count": 1 }
+{ "word": "heavy", "count": 1 }
+{ "word": "hell", "count": 1 }
+{ "word": "home", "count": 1 }
+{ "word": "house", "count": 1 }
+{ "word": "http", "count": 1 }
+{ "word": "idk", "count": 1 }
+{ "word": "incrediblel", "count": 1 }
+{ "word": "is", "count": 1 }
+{ "word": "issues", "count": 1 }
+{ "word": "itch", "count": 1 }
+{ "word": "itscrystal320", "count": 1 }
+{ "word": "just", "count": 1 }
+{ "word": "keep", "count": 1 }
+{ "word": "killing", "count": 1 }
+{ "word": "knew", "count": 1 }
+{ "word": "know", "count": 1 }
+{ "word": "like", "count": 1 }
+{ "word": "lmmmaaaoooo", "count": 1 }
+{ "word": "ly", "count": 1 }
+{ "word": "maam", "count": 1 }
+{ "word": "makes", "count": 1 }
+{ "word": "mnwnjo", "count": 1 }
+{ "word": "mommy", "count": 1 }
+{ "word": "much", "count": 1 }
+{ "word": "needs", "count": 1 }
+{ "word": "never", "count": 1 }
+{ "word": "new", "count": 1 }
+{ "word": "nnnnooo", "count": 1 }
+{ "word": "nothing", "count": 1 }
+{ "word": "now", "count": 1 }
+{ "word": "of", "count": 1 }
+{ "word": "omg", "count": 1 }
+{ "word": "one", "count": 1 }
+{ "word": "or", "count": 1 }
+{ "word": "over", "count": 1 }
+{ "word": "papisfavwave", "count": 1 }
+{ "word": "pass", "count": 1 }
+{ "word": "pollution", "count": 1 }
+{ "word": "remedy", "count": 1 }
+{ "word": "repeated", "count": 1 }
+{ "word": "rock", "count": 1 }
+{ "word": "sick", "count": 1 }
+{ "word": "skin", "count": 1 }
+{ "word": "sleeping", "count": 1 }
+{ "word": "smokers", "count": 1 }
+{ "word": "snapped", "count": 1 }
+{ "word": "snorting", "count": 1 }
+{ "word": "so", "count": 1 }
+{ "word": "specifically", "count": 1 }
+{ "word": "splashing", "count": 1 }
+{ "word": "stand", "count": 1 }
+{ "word": "still", "count": 1 }
+{ "word": "study", "count": 1 }
+{ "word": "sure", "count": 1 }
+{ "word": "swollen", "count": 1 }
+{ "word": "thats", "count": 1 }
+{ "word": "thingsicanlivewithout", "count": 1 }
+{ "word": "this", "count": 1 }
+{ "word": "though", "count": 1 }
+{ "word": "times", "count": 1 }
+{ "word": "tinalee90", "count": 1 }
+{ "word": "tired", "count": 1 }
+{ "word": "trying", "count": 1 }
+{ "word": "u", "count": 1 }
+{ "word": "ur", "count": 1 }
+{ "word": "was", "count": 1 }
+{ "word": "water", "count": 1 }
+{ "word": "way", "count": 1 }
+{ "word": "whats", "count": 1 }
+{ "word": "who", "count": 1 }
+{ "word": "why", "count": 1 }
+{ "word": "worst", "count": 1 }
+{ "word": "wrong", "count": 1 }
+{ "word": "x", "count": 1 }
+{ "word": "yeah", "count": 1 }
+{ "word": "your", "count": 1 }
diff --git a/asterix-app/src/test/resources/runtimets/results/ifthenelse_01.adm b/asterix-app/src/test/resources/runtimets/results/ifthenelse_01.adm
new file mode 100644
index 0000000..209e3ef
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/ifthenelse_01.adm
@@ -0,0 +1 @@
+20
diff --git a/asterix-app/src/test/resources/runtimets/results/index/orders-index-custkey-conjunctive.adm b/asterix-app/src/test/resources/runtimets/results/index/orders-index-custkey-conjunctive.adm
new file mode 100644
index 0000000..a00d8c2
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/index/orders-index-custkey-conjunctive.adm
@@ -0,0 +1,5 @@
+{ "o_orderkey": 7, "o_custkey": 40 }
+{ "o_orderkey": 3008, "o_custkey": 40 }
+{ "o_orderkey": 4934, "o_custkey": 40 }
+{ "o_orderkey": 4935, "o_custkey": 40 }
+{ "o_orderkey": 4995, "o_custkey": 40 }
diff --git a/asterix-app/src/test/resources/runtimets/results/index/orders-index-custkey.adm b/asterix-app/src/test/resources/runtimets/results/index/orders-index-custkey.adm
new file mode 100644
index 0000000..c795ad3
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/index/orders-index-custkey.adm
@@ -0,0 +1,22 @@
+{ "o_orderkey": 7, "o_custkey": 40 }
+{ "o_orderkey": 323, "o_custkey": 40 }
+{ "o_orderkey": 421, "o_custkey": 40 }
+{ "o_orderkey": 642, "o_custkey": 40 }
+{ "o_orderkey": 866, "o_custkey": 40 }
+{ "o_orderkey": 1698, "o_custkey": 40 }
+{ "o_orderkey": 2051, "o_custkey": 40 }
+{ "o_orderkey": 2215, "o_custkey": 40 }
+{ "o_orderkey": 2625, "o_custkey": 40 }
+{ "o_orderkey": 2817, "o_custkey": 40 }
+{ "o_orderkey": 3008, "o_custkey": 40 }
+{ "o_orderkey": 3617, "o_custkey": 40 }
+{ "o_orderkey": 3649, "o_custkey": 40 }
+{ "o_orderkey": 3653, "o_custkey": 40 }
+{ "o_orderkey": 3686, "o_custkey": 40 }
+{ "o_orderkey": 3714, "o_custkey": 40 }
+{ "o_orderkey": 3943, "o_custkey": 40 }
+{ "o_orderkey": 4677, "o_custkey": 40 }
+{ "o_orderkey": 4934, "o_custkey": 40 }
+{ "o_orderkey": 4935, "o_custkey": 40 }
+{ "o_orderkey": 4995, "o_custkey": 40 }
+{ "o_orderkey": 5735, "o_custkey": 40 }
diff --git a/asterix-app/src/test/resources/runtimets/results/index/range-search.adm b/asterix-app/src/test/resources/runtimets/results/index/range-search.adm
new file mode 100644
index 0000000..3e85ff0
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/index/range-search.adm
@@ -0,0 +1,2978 @@
+{ "l_orderkey": 1, "l_partkey": 68, "l_suppkey": 9, "l_linenumber": 2, "l_quantity": 36.0d, "l_extendedprice": 34850.16d, "l_discount": 0.09d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-04-12", "l_commitdate": "1996-02-28", "l_receiptdate": "1996-04-20", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "ly final dependencies: slyly bold " }
+{ "l_orderkey": 1, "l_partkey": 3, "l_suppkey": 6, "l_linenumber": 4, "l_quantity": 28.0d, "l_extendedprice": 25284.0d, "l_discount": 0.09d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-04-21", "l_commitdate": "1996-03-30", "l_receiptdate": "1996-05-16", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "lites. fluffily even de" }
+{ "l_orderkey": 1, "l_partkey": 25, "l_suppkey": 8, "l_linenumber": 5, "l_quantity": 24.0d, "l_extendedprice": 22200.48d, "l_discount": 0.1d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-03-30", "l_commitdate": "1996-03-14", "l_receiptdate": "1996-04-01", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": " pending foxes. slyly re" }
+{ "l_orderkey": 3, "l_partkey": 20, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 49.0d, "l_extendedprice": 45080.98d, "l_discount": 0.1d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-11-09", "l_commitdate": "1993-12-20", "l_receiptdate": "1993-11-24", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": " unusual accounts. eve" }
+{ "l_orderkey": 3, "l_partkey": 129, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 27.0d, "l_extendedprice": 27786.24d, "l_discount": 0.06d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-01-16", "l_commitdate": "1993-11-22", "l_receiptdate": "1994-01-23", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "nal foxes wake. " }
+{ "l_orderkey": 3, "l_partkey": 63, "l_suppkey": 8, "l_linenumber": 6, "l_quantity": 26.0d, "l_extendedprice": 25039.56d, "l_discount": 0.1d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-10-29", "l_commitdate": "1993-12-18", "l_receiptdate": "1993-11-04", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "ges sleep after the caref" }
+{ "l_orderkey": 4, "l_partkey": 89, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 30.0d, "l_extendedprice": 29672.4d, "l_discount": 0.03d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-01-10", "l_commitdate": "1995-12-14", "l_receiptdate": "1996-01-18", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "- quickly regular packages sleep. idly" }
+{ "l_orderkey": 5, "l_partkey": 109, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 15.0d, "l_extendedprice": 15136.5d, "l_discount": 0.02d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-10-31", "l_commitdate": "1994-08-31", "l_receiptdate": "1994-11-20", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "ts wake furiously " }
+{ "l_orderkey": 6, "l_partkey": 140, "l_suppkey": 6, "l_linenumber": 1, "l_quantity": 37.0d, "l_extendedprice": 38485.18d, "l_discount": 0.08d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-04-27", "l_commitdate": "1992-05-15", "l_receiptdate": "1992-05-02", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "p furiously special foxes" }
+{ "l_orderkey": 7, "l_partkey": 95, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 46.0d, "l_extendedprice": 45774.14d, "l_discount": 0.1d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-01-15", "l_commitdate": "1996-03-27", "l_receiptdate": "1996-02-03", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": " unusual reques" }
+{ "l_orderkey": 7, "l_partkey": 80, "l_suppkey": 10, "l_linenumber": 6, "l_quantity": 35.0d, "l_extendedprice": 34302.8d, "l_discount": 0.06d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-01-16", "l_commitdate": "1996-02-23", "l_receiptdate": "1996-01-22", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "jole. excuses wake carefully alongside of " }
+{ "l_orderkey": 32, "l_partkey": 198, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 32.0d, "l_extendedprice": 35142.08d, "l_discount": 0.02d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-08-14", "l_commitdate": "1995-10-07", "l_receiptdate": "1995-08-27", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "lithely regular deposits. fluffily " }
+{ "l_orderkey": 32, "l_partkey": 3, "l_suppkey": 8, "l_linenumber": 4, "l_quantity": 4.0d, "l_extendedprice": 3612.0d, "l_discount": 0.09d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-08-04", "l_commitdate": "1995-10-01", "l_receiptdate": "1995-09-03", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "e slyly final pac" }
+{ "l_orderkey": 32, "l_partkey": 86, "l_suppkey": 7, "l_linenumber": 5, "l_quantity": 44.0d, "l_extendedprice": 43387.52d, "l_discount": 0.05d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-08-28", "l_commitdate": "1995-08-20", "l_receiptdate": "1995-09-14", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "symptotes nag according to the ironic depo" }
+{ "l_orderkey": 32, "l_partkey": 12, "l_suppkey": 6, "l_linenumber": 6, "l_quantity": 6.0d, "l_extendedprice": 5472.06d, "l_discount": 0.04d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-07-21", "l_commitdate": "1995-09-23", "l_receiptdate": "1995-07-25", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": " gifts cajole carefully." }
+{ "l_orderkey": 33, "l_partkey": 62, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 31.0d, "l_extendedprice": 29823.86d, "l_discount": 0.09d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-10-29", "l_commitdate": "1993-12-19", "l_receiptdate": "1993-11-08", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "ng to the furiously ironic package" }
+{ "l_orderkey": 33, "l_partkey": 61, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 32.0d, "l_extendedprice": 30753.92d, "l_discount": 0.02d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-12-09", "l_commitdate": "1994-01-04", "l_receiptdate": "1993-12-28", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "gular theodolites" }
+{ "l_orderkey": 34, "l_partkey": 89, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 13.0d, "l_extendedprice": 12858.04d, "l_discount": 0.0d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-10-23", "l_commitdate": "1998-09-14", "l_receiptdate": "1998-11-06", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "nic accounts. deposits are alon" }
+{ "l_orderkey": 34, "l_partkey": 170, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 6.0d, "l_extendedprice": 6421.02d, "l_discount": 0.02d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-10-30", "l_commitdate": "1998-09-20", "l_receiptdate": "1998-11-05", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "ar foxes sleep " }
+{ "l_orderkey": 35, "l_partkey": 86, "l_suppkey": 7, "l_linenumber": 4, "l_quantity": 25.0d, "l_extendedprice": 24652.0d, "l_discount": 0.06d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-11-26", "l_commitdate": "1995-12-25", "l_receiptdate": "1995-12-21", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": " quickly unti" }
+{ "l_orderkey": 35, "l_partkey": 120, "l_suppkey": 7, "l_linenumber": 5, "l_quantity": 34.0d, "l_extendedprice": 34684.08d, "l_discount": 0.08d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-11-08", "l_commitdate": "1996-01-15", "l_receiptdate": "1995-11-26", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": ". silent, unusual deposits boost" }
+{ "l_orderkey": 35, "l_partkey": 31, "l_suppkey": 7, "l_linenumber": 6, "l_quantity": 28.0d, "l_extendedprice": 26068.84d, "l_discount": 0.03d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-02-01", "l_commitdate": "1995-12-24", "l_receiptdate": "1996-02-28", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "ly alongside of " }
+{ "l_orderkey": 37, "l_partkey": 23, "l_suppkey": 8, "l_linenumber": 1, "l_quantity": 40.0d, "l_extendedprice": 36920.8d, "l_discount": 0.09d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-07-21", "l_commitdate": "1992-08-01", "l_receiptdate": "1992-08-15", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "luffily regular requests. slyly final acco" }
+{ "l_orderkey": 37, "l_partkey": 127, "l_suppkey": 6, "l_linenumber": 2, "l_quantity": 39.0d, "l_extendedprice": 40057.68d, "l_discount": 0.05d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-07-02", "l_commitdate": "1992-08-18", "l_receiptdate": "1992-07-28", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "the final requests. ca" }
+{ "l_orderkey": 37, "l_partkey": 13, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 43.0d, "l_extendedprice": 39259.43d, "l_discount": 0.05d, "l_tax": 0.08d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-07-10", "l_commitdate": "1992-07-06", "l_receiptdate": "1992-08-02", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "iously ste" }
+{ "l_orderkey": 39, "l_partkey": 3, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 44.0d, "l_extendedprice": 39732.0d, "l_discount": 0.09d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-11-14", "l_commitdate": "1996-12-15", "l_receiptdate": "1996-12-12", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "eodolites. careful" }
+{ "l_orderkey": 39, "l_partkey": 187, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 26.0d, "l_extendedprice": 28266.68d, "l_discount": 0.08d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-11-04", "l_commitdate": "1996-10-20", "l_receiptdate": "1996-11-20", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "ckages across the slyly silent" }
+{ "l_orderkey": 39, "l_partkey": 21, "l_suppkey": 6, "l_linenumber": 4, "l_quantity": 32.0d, "l_extendedprice": 29472.64d, "l_discount": 0.07d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-10-02", "l_commitdate": "1996-12-19", "l_receiptdate": "1996-10-14", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "heodolites sleep silently pending foxes. ac" }
+{ "l_orderkey": 39, "l_partkey": 55, "l_suppkey": 10, "l_linenumber": 5, "l_quantity": 43.0d, "l_extendedprice": 41067.15d, "l_discount": 0.01d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-10-17", "l_commitdate": "1996-11-14", "l_receiptdate": "1996-10-26", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "yly regular i" }
+{ "l_orderkey": 39, "l_partkey": 95, "l_suppkey": 7, "l_linenumber": 6, "l_quantity": 40.0d, "l_extendedprice": 39803.6d, "l_discount": 0.06d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-12-08", "l_commitdate": "1996-10-22", "l_receiptdate": "1997-01-01", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "quickly ironic fox" }
+{ "l_orderkey": 64, "l_partkey": 86, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 21.0d, "l_extendedprice": 20707.68d, "l_discount": 0.05d, "l_tax": 0.02d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-09-30", "l_commitdate": "1994-09-18", "l_receiptdate": "1994-10-26", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "ch slyly final, thin platelets." }
+{ "l_orderkey": 66, "l_partkey": 116, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 31.0d, "l_extendedprice": 31499.41d, "l_discount": 0.0d, "l_tax": 0.08d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-02-19", "l_commitdate": "1994-03-11", "l_receiptdate": "1994-02-20", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "ut the unusual accounts sleep at the bo" }
+{ "l_orderkey": 67, "l_partkey": 21, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 12.0d, "l_extendedprice": 11052.24d, "l_discount": 0.09d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-27", "l_commitdate": "1997-02-21", "l_receiptdate": "1997-02-22", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": " even packages cajole" }
+{ "l_orderkey": 67, "l_partkey": 88, "l_suppkey": 9, "l_linenumber": 4, "l_quantity": 44.0d, "l_extendedprice": 43475.52d, "l_discount": 0.08d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-03-18", "l_commitdate": "1997-01-29", "l_receiptdate": "1997-04-13", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "se quickly above the even, express reques" }
+{ "l_orderkey": 67, "l_partkey": 41, "l_suppkey": 10, "l_linenumber": 5, "l_quantity": 23.0d, "l_extendedprice": 21643.92d, "l_discount": 0.05d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-04-19", "l_commitdate": "1997-02-14", "l_receiptdate": "1997-05-06", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "ly regular deposit" }
+{ "l_orderkey": 67, "l_partkey": 179, "l_suppkey": 9, "l_linenumber": 6, "l_quantity": 29.0d, "l_extendedprice": 31295.93d, "l_discount": 0.02d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-25", "l_commitdate": "1997-01-27", "l_receiptdate": "1997-01-27", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "ultipliers " }
+{ "l_orderkey": 68, "l_partkey": 95, "l_suppkey": 9, "l_linenumber": 4, "l_quantity": 20.0d, "l_extendedprice": 19901.8d, "l_discount": 0.07d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-06-27", "l_commitdate": "1998-05-23", "l_receiptdate": "1998-07-02", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": " excuses integrate fluffily " }
+{ "l_orderkey": 68, "l_partkey": 103, "l_suppkey": 6, "l_linenumber": 6, "l_quantity": 30.0d, "l_extendedprice": 30093.0d, "l_discount": 0.05d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-08-11", "l_commitdate": "1998-07-11", "l_receiptdate": "1998-08-14", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "oxes are slyly blithely fin" }
+{ "l_orderkey": 68, "l_partkey": 140, "l_suppkey": 6, "l_linenumber": 7, "l_quantity": 41.0d, "l_extendedprice": 42645.74d, "l_discount": 0.09d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-06-24", "l_commitdate": "1998-06-27", "l_receiptdate": "1998-07-06", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "eposits nag special ideas. furiousl" }
+{ "l_orderkey": 69, "l_partkey": 116, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 48.0d, "l_extendedprice": 48773.28d, "l_discount": 0.01d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-08-17", "l_commitdate": "1994-08-11", "l_receiptdate": "1994-09-08", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "regular epitaphs. carefully even ideas hag" }
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+{ "l_orderkey": 4065, "l_partkey": 144, "l_suppkey": 7, "l_linenumber": 7, "l_quantity": 11.0d, "l_extendedprice": 11485.54d, "l_discount": 0.1d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-07-25", "l_commitdate": "1994-08-02", "l_receiptdate": "1994-07-30", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "hang silently about " }
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+{ "l_orderkey": 4130, "l_partkey": 178, "l_suppkey": 6, "l_linenumber": 1, "l_quantity": 44.0d, "l_extendedprice": 47439.48d, "l_discount": 0.07d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-05-14", "l_commitdate": "1996-04-15", "l_receiptdate": "1996-05-15", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "eaves haggle qui" }
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+{ "l_orderkey": 4131, "l_partkey": 50, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 6.0d, "l_extendedprice": 5700.3d, "l_discount": 0.05d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-04-27", "l_commitdate": "1998-04-18", "l_receiptdate": "1998-04-29", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "ns cajole slyly. even, iro" }
+{ "l_orderkey": 4131, "l_partkey": 178, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 32.0d, "l_extendedprice": 34501.44d, "l_discount": 0.08d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-03-02", "l_commitdate": "1998-03-21", "l_receiptdate": "1998-03-07", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": " furiously regular asymptotes nod sly" }
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+{ "l_orderkey": 5922, "l_partkey": 66, "l_suppkey": 7, "l_linenumber": 4, "l_quantity": 13.0d, "l_extendedprice": 12558.78d, "l_discount": 0.08d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-03-08", "l_commitdate": "1996-12-26", "l_receiptdate": "1997-04-03", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "sly special accounts wake ironically." }
+{ "l_orderkey": 5922, "l_partkey": 179, "l_suppkey": 9, "l_linenumber": 6, "l_quantity": 10.0d, "l_extendedprice": 10791.7d, "l_discount": 0.04d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-02-23", "l_commitdate": "1996-12-26", "l_receiptdate": "1997-03-04", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "sly regular deposits haggle quickly ins" }
+{ "l_orderkey": 5923, "l_partkey": 177, "l_suppkey": 8, "l_linenumber": 1, "l_quantity": 27.0d, "l_extendedprice": 29083.59d, "l_discount": 0.08d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-08-16", "l_commitdate": "1997-06-27", "l_receiptdate": "1997-08-29", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "arefully i" }
+{ "l_orderkey": 5924, "l_partkey": 17, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 24.0d, "l_extendedprice": 22008.24d, "l_discount": 0.09d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-01-12", "l_commitdate": "1995-12-13", "l_receiptdate": "1996-01-25", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": " use carefully. special, e" }
+{ "l_orderkey": 5925, "l_partkey": 87, "l_suppkey": 8, "l_linenumber": 1, "l_quantity": 42.0d, "l_extendedprice": 41457.36d, "l_discount": 0.05d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-03-05", "l_commitdate": "1996-01-13", "l_receiptdate": "1996-03-10", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "to the furiously" }
+{ "l_orderkey": 5925, "l_partkey": 89, "l_suppkey": 10, "l_linenumber": 3, "l_quantity": 50.0d, "l_extendedprice": 49454.0d, "l_discount": 0.03d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-02-14", "l_commitdate": "1996-01-10", "l_receiptdate": "1996-02-15", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "es. stealthily express pains print bli" }
+{ "l_orderkey": 5925, "l_partkey": 54, "l_suppkey": 9, "l_linenumber": 4, "l_quantity": 30.0d, "l_extendedprice": 28621.5d, "l_discount": 0.02d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-02-21", "l_commitdate": "1996-02-11", "l_receiptdate": "1996-03-10", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": " the packa" }
+{ "l_orderkey": 5925, "l_partkey": 50, "l_suppkey": 9, "l_linenumber": 6, "l_quantity": 48.0d, "l_extendedprice": 45602.4d, "l_discount": 0.02d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-02-03", "l_commitdate": "1996-01-19", "l_receiptdate": "1996-03-04", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": " haggle after the fo" }
+{ "l_orderkey": 5926, "l_partkey": 50, "l_suppkey": 9, "l_linenumber": 2, "l_quantity": 27.0d, "l_extendedprice": 25651.35d, "l_discount": 0.09d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-07-05", "l_commitdate": "1994-08-11", "l_receiptdate": "1994-08-02", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "ironic requests" }
+{ "l_orderkey": 5926, "l_partkey": 127, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 46.0d, "l_extendedprice": 47247.52d, "l_discount": 0.01d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-09-05", "l_commitdate": "1994-08-12", "l_receiptdate": "1994-09-11", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "ts integrate. courts haggl" }
+{ "l_orderkey": 5927, "l_partkey": 167, "l_suppkey": 6, "l_linenumber": 3, "l_quantity": 32.0d, "l_extendedprice": 34149.12d, "l_discount": 0.1d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-12-26", "l_commitdate": "1997-10-27", "l_receiptdate": "1997-12-31", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "telets. carefully bold accounts was" }
+{ "l_orderkey": 5953, "l_partkey": 129, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 36.0d, "l_extendedprice": 37048.32d, "l_discount": 0.03d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-05-28", "l_commitdate": "1992-06-24", "l_receiptdate": "1992-05-29", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": " cajole furio" }
+{ "l_orderkey": 5953, "l_partkey": 13, "l_suppkey": 7, "l_linenumber": 2, "l_quantity": 34.0d, "l_extendedprice": 31042.34d, "l_discount": 0.03d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-05-04", "l_commitdate": "1992-06-12", "l_receiptdate": "1992-06-02", "l_shipinstruct": "NONE", "l_shipmode": "RAIL", "l_comment": "hockey players use furiously against th" }
+{ "l_orderkey": 5953, "l_partkey": 162, "l_suppkey": 9, "l_linenumber": 3, "l_quantity": 5.0d, "l_extendedprice": 5310.8d, "l_discount": 0.07d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-04-10", "l_commitdate": "1992-04-27", "l_receiptdate": "1992-04-14", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "s. blithely " }
+{ "l_orderkey": 5953, "l_partkey": 169, "l_suppkey": 8, "l_linenumber": 4, "l_quantity": 23.0d, "l_extendedprice": 24590.68d, "l_discount": 0.09d, "l_tax": 0.02d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-06-05", "l_commitdate": "1992-06-03", "l_receiptdate": "1992-06-29", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "he silent ideas. silent foxes po" }
+{ "l_orderkey": 5954, "l_partkey": 147, "l_suppkey": 6, "l_linenumber": 1, "l_quantity": 8.0d, "l_extendedprice": 8377.12d, "l_discount": 0.03d, "l_tax": 0.0d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-03-27", "l_commitdate": "1993-01-22", "l_receiptdate": "1993-04-04", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "unusual th" }
+{ "l_orderkey": 5954, "l_partkey": 94, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 20.0d, "l_extendedprice": 19881.8d, "l_discount": 0.09d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-12-25", "l_commitdate": "1993-02-05", "l_receiptdate": "1992-12-31", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": " accounts wake carefu" }
+{ "l_orderkey": 5955, "l_partkey": 62, "l_suppkey": 7, "l_linenumber": 2, "l_quantity": 15.0d, "l_extendedprice": 14430.9d, "l_discount": 0.08d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1995-04-22", "l_commitdate": "1995-05-28", "l_receiptdate": "1995-04-27", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "y final accounts above the regu" }
+{ "l_orderkey": 5955, "l_partkey": 112, "l_suppkey": 9, "l_linenumber": 3, "l_quantity": 40.0d, "l_extendedprice": 40484.4d, "l_discount": 0.03d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1995-04-01", "l_commitdate": "1995-06-11", "l_receiptdate": "1995-04-27", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "oss the fluffily regular" }
+{ "l_orderkey": 5956, "l_partkey": 55, "l_suppkey": 7, "l_linenumber": 2, "l_quantity": 23.0d, "l_extendedprice": 21966.15d, "l_discount": 0.08d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-06-06", "l_commitdate": "1998-07-10", "l_receiptdate": "1998-06-15", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "ly slyly special " }
+{ "l_orderkey": 5956, "l_partkey": 20, "l_suppkey": 10, "l_linenumber": 4, "l_quantity": 40.0d, "l_extendedprice": 36800.8d, "l_discount": 0.09d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-06-11", "l_commitdate": "1998-07-19", "l_receiptdate": "1998-06-21", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": "final theodolites sleep carefully ironic c" }
+{ "l_orderkey": 5957, "l_partkey": 15, "l_suppkey": 9, "l_linenumber": 1, "l_quantity": 37.0d, "l_extendedprice": 33855.37d, "l_discount": 0.07d, "l_tax": 0.0d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-04-18", "l_commitdate": "1994-02-19", "l_receiptdate": "1994-05-11", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": " ideas use ruthlessly." }
+{ "l_orderkey": 5957, "l_partkey": 2, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 17.0d, "l_extendedprice": 15334.0d, "l_discount": 0.01d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-01-24", "l_commitdate": "1994-02-16", "l_receiptdate": "1994-02-08", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": ". final, pending packages" }
+{ "l_orderkey": 5957, "l_partkey": 88, "l_suppkey": 9, "l_linenumber": 5, "l_quantity": 40.0d, "l_extendedprice": 39523.2d, "l_discount": 0.04d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-01-07", "l_commitdate": "1994-02-05", "l_receiptdate": "1994-01-26", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "ironic asymptotes sleep blithely again" }
+{ "l_orderkey": 5958, "l_partkey": 149, "l_suppkey": 8, "l_linenumber": 1, "l_quantity": 33.0d, "l_extendedprice": 34621.62d, "l_discount": 0.02d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-09-24", "l_commitdate": "1995-12-12", "l_receiptdate": "1995-10-05", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "lar, regular accounts wake furi" }
+{ "l_orderkey": 5958, "l_partkey": 43, "l_suppkey": 6, "l_linenumber": 2, "l_quantity": 23.0d, "l_extendedprice": 21689.92d, "l_discount": 0.03d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-09-26", "l_commitdate": "1995-10-19", "l_receiptdate": "1995-09-27", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "regular requests. bold, bold deposits unwin" }
+{ "l_orderkey": 5958, "l_partkey": 153, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 42.0d, "l_extendedprice": 44232.3d, "l_discount": 0.1d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-12-12", "l_commitdate": "1995-10-19", "l_receiptdate": "1996-01-09", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "n accounts. final, ironic packages " }
+{ "l_orderkey": 5958, "l_partkey": 39, "l_suppkey": 10, "l_linenumber": 4, "l_quantity": 18.0d, "l_extendedprice": 16902.54d, "l_discount": 0.04d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-12-02", "l_commitdate": "1995-10-17", "l_receiptdate": "1995-12-22", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "regular requests haggle" }
+{ "l_orderkey": 5958, "l_partkey": 132, "l_suppkey": 8, "l_linenumber": 5, "l_quantity": 32.0d, "l_extendedprice": 33028.16d, "l_discount": 0.06d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-09-20", "l_commitdate": "1995-12-10", "l_receiptdate": "1995-10-14", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "e carefully special theodolites. carefully " }
+{ "l_orderkey": 5959, "l_partkey": 147, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 17.0d, "l_extendedprice": 17801.38d, "l_discount": 0.09d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-06-10", "l_commitdate": "1992-07-06", "l_receiptdate": "1992-06-23", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "ackages. blithely ex" }
+{ "l_orderkey": 5959, "l_partkey": 5, "l_suppkey": 6, "l_linenumber": 3, "l_quantity": 4.0d, "l_extendedprice": 3620.0d, "l_discount": 0.04d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-06-14", "l_commitdate": "1992-07-05", "l_receiptdate": "1992-07-01", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": "gular requests ar" }
+{ "l_orderkey": 5959, "l_partkey": 196, "l_suppkey": 7, "l_linenumber": 4, "l_quantity": 13.0d, "l_extendedprice": 14250.47d, "l_discount": 0.03d, "l_tax": 0.0d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-07-29", "l_commitdate": "1992-07-13", "l_receiptdate": "1992-08-20", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "ar forges. deposits det" }
+{ "l_orderkey": 5959, "l_partkey": 40, "l_suppkey": 6, "l_linenumber": 5, "l_quantity": 37.0d, "l_extendedprice": 34781.48d, "l_discount": 0.04d, "l_tax": 0.01d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-06-05", "l_commitdate": "1992-07-18", "l_receiptdate": "1992-06-29", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "endencies. brai" }
+{ "l_orderkey": 5959, "l_partkey": 43, "l_suppkey": 10, "l_linenumber": 7, "l_quantity": 47.0d, "l_extendedprice": 44322.88d, "l_discount": 0.02d, "l_tax": 0.01d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-08-28", "l_commitdate": "1992-07-24", "l_receiptdate": "1992-09-09", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "deposits. slyly special cou" }
+{ "l_orderkey": 5985, "l_partkey": 86, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 4.0d, "l_extendedprice": 3944.32d, "l_discount": 0.02d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-05-04", "l_commitdate": "1995-04-01", "l_receiptdate": "1995-05-17", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "ole along the quickly slow d" }
+{ "l_orderkey": 5986, "l_partkey": 79, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 26.0d, "l_extendedprice": 25455.82d, "l_discount": 0.0d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-08-10", "l_commitdate": "1992-05-23", "l_receiptdate": "1992-08-24", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "e fluffily ironic ideas. silent " }
+{ "l_orderkey": 5986, "l_partkey": 196, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 25.0d, "l_extendedprice": 27404.75d, "l_discount": 0.03d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-06-16", "l_commitdate": "1992-07-17", "l_receiptdate": "1992-06-29", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": " instructions. slyly regular de" }
+{ "l_orderkey": 5986, "l_partkey": 136, "l_suppkey": 7, "l_linenumber": 5, "l_quantity": 6.0d, "l_extendedprice": 6216.78d, "l_discount": 0.05d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-07-16", "l_commitdate": "1992-06-10", "l_receiptdate": "1992-07-29", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "al foxes within the slyly speci" }
diff --git a/asterix-app/src/test/resources/runtimets/results/index/rtree-secondary-index.adm b/asterix-app/src/test/resources/runtimets/results/index/rtree-secondary-index.adm
new file mode 100644
index 0000000..2ffad7c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/index/rtree-secondary-index.adm
@@ -0,0 +1 @@
+{ "id": 12 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/is-null_01.adm b/asterix-app/src/test/resources/runtimets/results/is-null_01.adm
new file mode 100644
index 0000000..5e4032e
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/is-null_01.adm
@@ -0,0 +1 @@
+[ true, false ]
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/list/any-collection-member_01.adm b/asterix-app/src/test/resources/runtimets/results/list/any-collection-member_01.adm
new file mode 100644
index 0000000..56a6051
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/list/any-collection-member_01.adm
@@ -0,0 +1 @@
+1
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/list/get-item_01.adm b/asterix-app/src/test/resources/runtimets/results/list/get-item_01.adm
new file mode 100644
index 0000000..e440e5c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/list/get-item_01.adm
@@ -0,0 +1 @@
+3
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/list/len_01.adm b/asterix-app/src/test/resources/runtimets/results/list/len_01.adm
new file mode 100644
index 0000000..db8218c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/list/len_01.adm
@@ -0,0 +1 @@
+[ 0, 1, 2, 3, 0, 1, 2, 3 ]
diff --git a/asterix-app/src/test/resources/runtimets/results/list/len_null_01.adm b/asterix-app/src/test/resources/runtimets/results/list/len_null_01.adm
new file mode 100644
index 0000000..c55384d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/list/len_null_01.adm
@@ -0,0 +1 @@
+{ "len1": 0, "len2": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/list/listify_01.adm b/asterix-app/src/test/resources/runtimets/results/list/listify_01.adm
new file mode 100644
index 0000000..89e820e
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/list/listify_01.adm
@@ -0,0 +1 @@
+[ 1, 2, 3 ]
diff --git a/asterix-app/src/test/resources/runtimets/results/list/listify_02.adm b/asterix-app/src/test/resources/runtimets/results/list/listify_02.adm
new file mode 100644
index 0000000..191f94f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/list/listify_02.adm
@@ -0,0 +1 @@
+[ "foo", "bar" ]
diff --git a/asterix-app/src/test/resources/runtimets/results/list/ordered-list-constructor_01.adm b/asterix-app/src/test/resources/runtimets/results/list/ordered-list-constructor_01.adm
new file mode 100644
index 0000000..2088629
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/list/ordered-list-constructor_01.adm
@@ -0,0 +1 @@
+[ "foo", "bar", "foobar" ]
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/list/ordered-list-constructor_02.adm b/asterix-app/src/test/resources/runtimets/results/list/ordered-list-constructor_02.adm
new file mode 100644
index 0000000..2a63067
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/list/ordered-list-constructor_02.adm
@@ -0,0 +1 @@
+[ [ "foo", "bar" ], [ "foobar" ] ]
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/list/scan-collection_01.adm b/asterix-app/src/test/resources/runtimets/results/list/scan-collection_01.adm
new file mode 100644
index 0000000..5f5fbe7
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/list/scan-collection_01.adm
@@ -0,0 +1,3 @@
+1
+2
+3
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/list/union_01.adm b/asterix-app/src/test/resources/runtimets/results/list/union_01.adm
new file mode 100644
index 0000000..d24715a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/list/union_01.adm
@@ -0,0 +1,4 @@
+1
+1
+2
+3
diff --git a/asterix-app/src/test/resources/runtimets/results/list/union_02.adm b/asterix-app/src/test/resources/runtimets/results/list/union_02.adm
new file mode 100644
index 0000000..549e5bb
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/list/union_02.adm
@@ -0,0 +1,4 @@
+1
+2
+2
+3
diff --git a/asterix-app/src/test/resources/runtimets/results/list/unordered-list-constructor_01.adm b/asterix-app/src/test/resources/runtimets/results/list/unordered-list-constructor_01.adm
new file mode 100644
index 0000000..80b0991
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/list/unordered-list-constructor_01.adm
@@ -0,0 +1 @@
+{{ "foo", "bar", "foobar" }}
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/list/unordered-list-constructor_02.adm b/asterix-app/src/test/resources/runtimets/results/list/unordered-list-constructor_02.adm
new file mode 100644
index 0000000..d7049ec
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/list/unordered-list-constructor_02.adm
@@ -0,0 +1 @@
+{{ {{ "foo" }}, {{ "bar", "foobar" }} }}
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/nested-loop-join_01.adm b/asterix-app/src/test/resources/runtimets/results/nested-loop-join_01.adm
new file mode 100644
index 0000000..c5a0d91
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/nested-loop-join_01.adm
@@ -0,0 +1,80 @@
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": {{ "acting", "running" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1040, "name": "Luella Schweinert", "lottery_numbers": [ 41, 42, 43 ], "interests": {{ "hiking", "kayaking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": {{ "singing", "acting" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "hiking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": {{ "acting", "singing" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 10, "name": "Jodi Rotruck", "lottery_numbers": [ 10, 15, 20 ], "interests": {{ "hiking", "running", "swimming" }} }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": {{ "swimming", "hiking", "running" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": {{ "acting", "running" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1040, "name": "Luella Schweinert", "lottery_numbers": [ 41, 42, 43 ], "interests": {{ "hiking", "kayaking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": {{ "singing", "acting" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "hiking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": {{ "acting", "singing" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 20, "name": "Clint Coil", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "biking", "painting" }} }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": {{ "swimming", "hiking", "running" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 30, "name": "Marvella Loud", "lottery_numbers": [ 40, 41, 42 ], "interests": {{  }} }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": {{ "acting", "running" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 30, "name": "Marvella Loud", "lottery_numbers": [ 40, 41, 42 ], "interests": {{  }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 30, "name": "Marvella Loud", "lottery_numbers": [ 40, 41, 42 ], "interests": {{  }} }, "visitor": { "vid": 1040, "name": "Luella Schweinert", "lottery_numbers": [ 41, 42, 43 ], "interests": {{ "hiking", "kayaking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 30, "name": "Marvella Loud", "lottery_numbers": [ 40, 41, 42 ], "interests": {{  }} }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": {{ "singing", "acting" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 30, "name": "Marvella Loud", "lottery_numbers": [ 40, 41, 42 ], "interests": {{  }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 30, "name": "Marvella Loud", "lottery_numbers": [ 40, 41, 42 ], "interests": {{  }} }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "hiking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 30, "name": "Marvella Loud", "lottery_numbers": [ 40, 41, 42 ], "interests": {{  }} }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": {{ "acting", "singing" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 30, "name": "Marvella Loud", "lottery_numbers": [ 40, 41, 42 ], "interests": {{  }} }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": {{ "swimming", "hiking", "running" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": {{ "acting", "running" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1040, "name": "Luella Schweinert", "lottery_numbers": [ 41, 42, 43 ], "interests": {{ "hiking", "kayaking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": {{ "singing", "acting" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "hiking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": {{ "acting", "singing" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 40, "name": "Tamie Pollara", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "singing", "acting", "running" }} }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": {{ "swimming", "hiking", "running" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 50, "name": "Lance Pracht", "lottery_numbers": [ 10, 20, 41 ], "interests": {{ "biking", "acting", "painting" }} }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": {{ "acting", "running" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 50, "name": "Lance Pracht", "lottery_numbers": [ 10, 20, 41 ], "interests": {{ "biking", "acting", "painting" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 50, "name": "Lance Pracht", "lottery_numbers": [ 10, 20, 41 ], "interests": {{ "biking", "acting", "painting" }} }, "visitor": { "vid": 1040, "name": "Luella Schweinert", "lottery_numbers": [ 41, 42, 43 ], "interests": {{ "hiking", "kayaking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 50, "name": "Lance Pracht", "lottery_numbers": [ 10, 20, 41 ], "interests": {{ "biking", "acting", "painting" }} }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": {{ "singing", "acting" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 50, "name": "Lance Pracht", "lottery_numbers": [ 10, 20, 41 ], "interests": {{ "biking", "acting", "painting" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 50, "name": "Lance Pracht", "lottery_numbers": [ 10, 20, 41 ], "interests": {{ "biking", "acting", "painting" }} }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "hiking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 50, "name": "Lance Pracht", "lottery_numbers": [ 10, 20, 41 ], "interests": {{ "biking", "acting", "painting" }} }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": {{ "acting", "singing" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 50, "name": "Lance Pracht", "lottery_numbers": [ 10, 20, 41 ], "interests": {{ "biking", "acting", "painting" }} }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": {{ "swimming", "hiking", "running" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": {{ "acting", "running" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1040, "name": "Luella Schweinert", "lottery_numbers": [ 41, 42, 43 ], "interests": {{ "hiking", "kayaking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": {{ "singing", "acting" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "hiking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": {{ "acting", "singing" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 60, "name": "Larry Gothier", "lottery_numbers": [ 25, 30, 31 ], "interests": {{ "acting", "running" }} }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": {{ "swimming", "hiking", "running" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": {{ "acting", "running" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1040, "name": "Luella Schweinert", "lottery_numbers": [ 41, 42, 43 ], "interests": {{ "hiking", "kayaking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": {{ "singing", "acting" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "hiking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": {{ "acting", "singing" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 70, "name": "Obdulia Dicosmo", "lottery_numbers": [ 10, 15, 40 ], "interests": {{ "running", "hiking", "biking" }} }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": {{ "swimming", "hiking", "running" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "biking", "singing" }} }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": {{ "acting", "running" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "biking", "singing" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "biking", "singing" }} }, "visitor": { "vid": 1040, "name": "Luella Schweinert", "lottery_numbers": [ 41, 42, 43 ], "interests": {{ "hiking", "kayaking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "biking", "singing" }} }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": {{ "singing", "acting" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "biking", "singing" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "biking", "singing" }} }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "hiking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "biking", "singing" }} }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": {{ "acting", "singing" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 80, "name": "Elias Leonardo", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "biking", "singing" }} }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": {{ "swimming", "hiking", "running" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 90, "name": "Myrtice Cubias", "lottery_numbers": [ 20, 25, 43 ], "interests": {{ "kayaking", "running" }} }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": {{ "acting", "running" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 90, "name": "Myrtice Cubias", "lottery_numbers": [ 20, 25, 43 ], "interests": {{ "kayaking", "running" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 90, "name": "Myrtice Cubias", "lottery_numbers": [ 20, 25, 43 ], "interests": {{ "kayaking", "running" }} }, "visitor": { "vid": 1040, "name": "Luella Schweinert", "lottery_numbers": [ 41, 42, 43 ], "interests": {{ "hiking", "kayaking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 90, "name": "Myrtice Cubias", "lottery_numbers": [ 20, 25, 43 ], "interests": {{ "kayaking", "running" }} }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": {{ "singing", "acting" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 90, "name": "Myrtice Cubias", "lottery_numbers": [ 20, 25, 43 ], "interests": {{ "kayaking", "running" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 90, "name": "Myrtice Cubias", "lottery_numbers": [ 20, 25, 43 ], "interests": {{ "kayaking", "running" }} }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "hiking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 90, "name": "Myrtice Cubias", "lottery_numbers": [ 20, 25, 43 ], "interests": {{ "kayaking", "running" }} }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": {{ "acting", "singing" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 90, "name": "Myrtice Cubias", "lottery_numbers": [ 20, 25, 43 ], "interests": {{ "kayaking", "running" }} }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": {{ "swimming", "hiking", "running" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 100, "name": "Curt Savage", "lottery_numbers": [ 47, 50, 53 ], "interests": {{ "singing", "painting", "biking" }} }, "visitor": { "vid": 1010, "name": "Alex Ascher", "lottery_numbers": [ 10, 15, 30 ], "interests": {{ "acting", "running" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 100, "name": "Curt Savage", "lottery_numbers": [ 47, 50, 53 ], "interests": {{ "singing", "painting", "biking" }} }, "visitor": { "vid": 1030, "name": "Shanna Cuaresma", "lottery_numbers": [ 45, 46, 47 ], "interests": {{ "hiking", "running", "swimming", "biking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 100, "name": "Curt Savage", "lottery_numbers": [ 47, 50, 53 ], "interests": {{ "singing", "painting", "biking" }} }, "visitor": { "vid": 1040, "name": "Luella Schweinert", "lottery_numbers": [ 41, 42, 43 ], "interests": {{ "hiking", "kayaking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 100, "name": "Curt Savage", "lottery_numbers": [ 47, 50, 53 ], "interests": {{ "singing", "painting", "biking" }} }, "visitor": { "vid": 1050, "name": "Harold Pendelton", "lottery_numbers": [ 10, 12, 15 ], "interests": {{ "singing", "acting" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 100, "name": "Curt Savage", "lottery_numbers": [ 47, 50, 53 ], "interests": {{ "singing", "painting", "biking" }} }, "visitor": { "vid": 1070, "name": "Crystal Isabella", "lottery_numbers": [ 41, 45, 46 ], "interests": {{ "acting", "running", "painting" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 100, "name": "Curt Savage", "lottery_numbers": [ 47, 50, 53 ], "interests": {{ "singing", "painting", "biking" }} }, "visitor": { "vid": 1080, "name": "Mohammad Ohr", "lottery_numbers": [ 20, 25, 30 ], "interests": {{ "hiking" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 100, "name": "Curt Savage", "lottery_numbers": [ 47, 50, 53 ], "interests": {{ "singing", "painting", "biking" }} }, "visitor": { "vid": 1090, "name": "Jackson Fillerup", "lottery_numbers": [ 25, 30, 35 ], "interests": {{ "acting", "singing" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
+{ "user": { "uid": 100, "name": "Curt Savage", "lottery_numbers": [ 47, 50, 53 ], "interests": {{ "singing", "painting", "biking" }} }, "visitor": { "vid": 1100, "name": "Laree Savasta", "lottery_numbers": [ 20, 30, 31 ], "interests": {{ "swimming", "hiking", "running" }} }, "user-lottery_numbers-len": 3, "visitor-lottery_numbers-len": 3 }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/add_double.adm b/asterix-app/src/test/resources/runtimets/results/numeric/add_double.adm
new file mode 100644
index 0000000..714506c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/add_double.adm
@@ -0,0 +1 @@
+{ "result1": -5.5d, "result2": -4.5d, "result3": -3.5d, "result4": -10.5d, "result5": -12.0d, "result6": -13.0d, "result7": null }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/add_float.adm b/asterix-app/src/test/resources/runtimets/results/numeric/add_float.adm
new file mode 100644
index 0000000..d2bb942
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/add_float.adm
@@ -0,0 +1 @@
+{ "result1": -4.5f, "result2": -3.5f, "result3": -2.5f, "result4": -9.5f, "result5": -11.0f, "result6": -12.0d, "result7": null }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/add_int16.adm b/asterix-app/src/test/resources/runtimets/results/numeric/add_int16.adm
new file mode 100644
index 0000000..a1867e0
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/add_int16.adm
@@ -0,0 +1 @@
+{ "result1": 3i16, "result2": 4i16, "result3": 5, "result4": -2i64, "result5": -3.5f, "result6": -4.5d, "result7": null }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/add_int32.adm b/asterix-app/src/test/resources/runtimets/results/numeric/add_int32.adm
new file mode 100644
index 0000000..d8c3773
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/add_int32.adm
@@ -0,0 +1 @@
+{ "result1": 4, "result2": 5, "result3": 6, "result4": -1i64, "result5": -2.5f, "result6": -3.5d, "result7": null }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/add_int64.adm b/asterix-app/src/test/resources/runtimets/results/numeric/add_int64.adm
new file mode 100644
index 0000000..af220f6
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/add_int64.adm
@@ -0,0 +1 @@
+{ "result1": -3i64, "result2": -2i64, "result3": -1i64, "result4": -8i64, "result5": -9.5f, "result6": -10.5d, "result7": null }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/add_int8.adm b/asterix-app/src/test/resources/runtimets/results/numeric/add_int8.adm
new file mode 100644
index 0000000..d4d3174
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/add_int8.adm
@@ -0,0 +1 @@
+{ "result1": 2i8, "result2": 3i16, "result3": 4, "result4": -3i64, "result5": -4.5f, "result6": -5.5d, "result7": null }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/divide_double.adm b/asterix-app/src/test/resources/runtimets/results/numeric/divide_double.adm
new file mode 100644
index 0000000..1dc88f1
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/divide_double.adm
@@ -0,0 +1 @@
+{ "result1": -6.5d, "result2": -3.25d, "result3": -2.1666666666666665d, "result4": 1.625d, "result5": 1.1818181818181819d, "result6": 1.0d, "result7": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/divide_float.adm b/asterix-app/src/test/resources/runtimets/results/numeric/divide_float.adm
new file mode 100644
index 0000000..54c8224
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/divide_float.adm
@@ -0,0 +1 @@
+{ "result1": -5.5f, "result2": -2.75f, "result3": -1.8333334f, "result4": 1.375f, "result5": 1.0f, "result6": 0.8461538461538461d, "result7": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/divide_int16.adm b/asterix-app/src/test/resources/runtimets/results/numeric/divide_int16.adm
new file mode 100644
index 0000000..ad6bc33
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/divide_int16.adm
@@ -0,0 +1 @@
+{ "result1": 2i16, "result2": 1i16, "result3": 0, "result4": 0i64, "result5": -0.36363637f, "result6": -0.3076923076923077d, "result7": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/divide_int32.adm b/asterix-app/src/test/resources/runtimets/results/numeric/divide_int32.adm
new file mode 100644
index 0000000..f5de0fc
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/divide_int32.adm
@@ -0,0 +1 @@
+{ "result1": 3, "result2": 1, "result3": 1, "result4": 0i64, "result5": -0.54545456f, "result6": -0.46153846153846156d, "result7": null }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/divide_int64.adm b/asterix-app/src/test/resources/runtimets/results/numeric/divide_int64.adm
new file mode 100644
index 0000000..6c8e405
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/divide_int64.adm
@@ -0,0 +1 @@
+{ "result1": -4i64, "result2": -2i64, "result3": -1i64, "result4": 1i64, "result5": 0.72727275f, "result6": 0.6153846153846154d, "result7": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/divide_int8.adm b/asterix-app/src/test/resources/runtimets/results/numeric/divide_int8.adm
new file mode 100644
index 0000000..ff1c826
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/divide_int8.adm
@@ -0,0 +1 @@
+{ "result1": 1i8, "result2": 0i16, "result3": 0, "result4": 0i64, "result5": -0.18181819f, "result6": -0.15384615384615385d, "result7": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/multiply_double.adm b/asterix-app/src/test/resources/runtimets/results/numeric/multiply_double.adm
new file mode 100644
index 0000000..89ec155
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/multiply_double.adm
@@ -0,0 +1 @@
+{ "result1": -6.5d, "result2": -13.0d, "result3": -19.5d, "result4": 26.0d, "result5": 35.75d, "result6": 42.25d, "result7": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/multiply_float.adm b/asterix-app/src/test/resources/runtimets/results/numeric/multiply_float.adm
new file mode 100644
index 0000000..6bdf678
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/multiply_float.adm
@@ -0,0 +1 @@
+{ "result1": -5.5f, "result2": -11.0f, "result3": -16.5f, "result4": 22.0f, "result5": 30.25f, "result6": 35.75d, "result7": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/multiply_int16.adm b/asterix-app/src/test/resources/runtimets/results/numeric/multiply_int16.adm
new file mode 100644
index 0000000..c6daa91
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/multiply_int16.adm
@@ -0,0 +1 @@
+{ "result1": 2i16, "result2": 4i16, "result3": 6, "result4": -8i64, "result5": -11.0f, "result6": -13.0d, "result7": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/multiply_int32.adm b/asterix-app/src/test/resources/runtimets/results/numeric/multiply_int32.adm
new file mode 100644
index 0000000..f0fe456
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/multiply_int32.adm
@@ -0,0 +1 @@
+{ "result1": 3, "result2": 6, "result3": 9, "result4": -12i64, "result5": -16.5f, "result6": -19.5d, "result7": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/multiply_int64.adm b/asterix-app/src/test/resources/runtimets/results/numeric/multiply_int64.adm
new file mode 100644
index 0000000..c14f913
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/multiply_int64.adm
@@ -0,0 +1 @@
+{ "result1": -4i64, "result2": -8i64, "result3": -12i64, "result4": 16i64, "result5": 22.0f, "result6": 26.0d, "result7": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/multiply_int8.adm b/asterix-app/src/test/resources/runtimets/results/numeric/multiply_int8.adm
new file mode 100644
index 0000000..7bf962a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/multiply_int8.adm
@@ -0,0 +1 @@
+{ "result1": 1i8, "result2": 2i16, "result3": 3, "result4": -4i64, "result5": -5.5f, "result6": -6.5d, "result7": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/subtract_double.adm b/asterix-app/src/test/resources/runtimets/results/numeric/subtract_double.adm
new file mode 100644
index 0000000..c28680a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/subtract_double.adm
@@ -0,0 +1 @@
+{ "result1": -7.5d, "result2": -8.5d, "result3": -9.5d, "result4": -2.5d, "result5": -1.0d, "result6": 0.0d, "result7": null }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/subtract_float.adm b/asterix-app/src/test/resources/runtimets/results/numeric/subtract_float.adm
new file mode 100644
index 0000000..81bdd51
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/subtract_float.adm
@@ -0,0 +1 @@
+{ "result1": -6.5f, "result2": -7.5f, "result3": -8.5f, "result4": -1.5f, "result5": 0.0f, "result6": 1.0d, "result7": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/subtract_int16.adm b/asterix-app/src/test/resources/runtimets/results/numeric/subtract_int16.adm
new file mode 100644
index 0000000..f8843a2
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/subtract_int16.adm
@@ -0,0 +1 @@
+{ "result1": 1i16, "result2": 0i16, "result3": -1, "result4": 6i64, "result5": 7.5f, "result6": 8.5d, "result7": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/subtract_int32.adm b/asterix-app/src/test/resources/runtimets/results/numeric/subtract_int32.adm
new file mode 100644
index 0000000..06de2ed
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/subtract_int32.adm
@@ -0,0 +1 @@
+{ "result1": 2, "result2": 1, "result3": 0, "result4": 7i64, "result5": 8.5f, "result6": 9.5d, "result7": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/subtract_int64.adm b/asterix-app/src/test/resources/runtimets/results/numeric/subtract_int64.adm
new file mode 100644
index 0000000..cdacfc9
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/subtract_int64.adm
@@ -0,0 +1 @@
+{ "result1": -5i64, "result2": -6i64, "result3": -7i64, "result4": 0i64, "result5": 1.5f, "result6": 2.5d, "result7": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/subtract_int8.adm b/asterix-app/src/test/resources/runtimets/results/numeric/subtract_int8.adm
new file mode 100644
index 0000000..5e0f5bd
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/subtract_int8.adm
@@ -0,0 +1 @@
+{ "result1": 0i8, "result2": -1i16, "result3": -2, "result4": 5i64, "result5": 6.5f, "result6": 7.5d, "result7": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/unary-minus_double_01.adm b/asterix-app/src/test/resources/runtimets/results/numeric/unary-minus_double_01.adm
new file mode 100644
index 0000000..3a72bb8
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/unary-minus_double_01.adm
@@ -0,0 +1 @@
+{ "double1": 2.056E-29d, "double2": NaNd, "double3": -Infinityd, "double4": Infinityd }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/unary-minus_double_02.adm b/asterix-app/src/test/resources/runtimets/results/numeric/unary-minus_double_02.adm
new file mode 100644
index 0000000..3a72bb8
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/unary-minus_double_02.adm
@@ -0,0 +1 @@
+{ "double1": 2.056E-29d, "double2": NaNd, "double3": -Infinityd, "double4": Infinityd }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/unary-minus_float_01.adm b/asterix-app/src/test/resources/runtimets/results/numeric/unary-minus_float_01.adm
new file mode 100644
index 0000000..e6541ae
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/unary-minus_float_01.adm
@@ -0,0 +1 @@
+{ "float1": 80.2f, "float2": NaNf, "float3": -Infinityf, "float4": Infinityf }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/unary-minus_float_02.adm b/asterix-app/src/test/resources/runtimets/results/numeric/unary-minus_float_02.adm
new file mode 100644
index 0000000..e6541ae
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/unary-minus_float_02.adm
@@ -0,0 +1 @@
+{ "float1": 80.2f, "float2": NaNf, "float3": -Infinityf, "float4": Infinityf }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/unary-minus_int_01.adm b/asterix-app/src/test/resources/runtimets/results/numeric/unary-minus_int_01.adm
new file mode 100644
index 0000000..4ecc59b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/unary-minus_int_01.adm
@@ -0,0 +1 @@
+{ "int8": -80i8, "int16": -160i16, "int32": -320, "int64": 640i64 }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/unary-minus_int_02.adm b/asterix-app/src/test/resources/runtimets/results/numeric/unary-minus_int_02.adm
new file mode 100644
index 0000000..4ecc59b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/unary-minus_int_02.adm
@@ -0,0 +1 @@
+{ "int8": -80i8, "int16": -160i16, "int32": -320, "int64": 640i64 }
diff --git a/asterix-app/src/test/resources/runtimets/results/numeric/unary-minus_null.adm b/asterix-app/src/test/resources/runtimets/results/numeric/unary-minus_null.adm
new file mode 100644
index 0000000..f78071e
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/numeric/unary-minus_null.adm
@@ -0,0 +1 @@
+{ "nullField": null }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/quantifiers/somesat_01.adm b/asterix-app/src/test/resources/runtimets/results/quantifiers/somesat_01.adm
new file mode 100644
index 0000000..1e95580
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/quantifiers/somesat_01.adm
@@ -0,0 +1,2 @@
+-30
+-21
diff --git a/asterix-app/src/test/resources/runtimets/results/quantifiers/somesat_02.adm b/asterix-app/src/test/resources/runtimets/results/quantifiers/somesat_02.adm
new file mode 100644
index 0000000..0dd6f9e
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/quantifiers/somesat_02.adm
@@ -0,0 +1,3 @@
+76
+530
+775
diff --git a/asterix-app/src/test/resources/runtimets/results/range_01.adm b/asterix-app/src/test/resources/runtimets/results/range_01.adm
new file mode 100644
index 0000000..e6c4914
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/range_01.adm
@@ -0,0 +1,11 @@
+20
+21
+22
+23
+24
+25
+26
+27
+28
+29
+30
diff --git a/asterix-app/src/test/resources/runtimets/results/records/closed-record-constructor_01.adm b/asterix-app/src/test/resources/runtimets/results/records/closed-record-constructor_01.adm
new file mode 100644
index 0000000..76324d0
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/records/closed-record-constructor_01.adm
@@ -0,0 +1 @@
+{ "foo1": 10, "bar1": 20, "foo2": 30, "bar2": 40 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/records/closed-record-constructor_02.adm b/asterix-app/src/test/resources/runtimets/results/records/closed-record-constructor_02.adm
new file mode 100644
index 0000000..05889d5
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/records/closed-record-constructor_02.adm
@@ -0,0 +1 @@
+{ "foo1": 10, "bar1": { "bar1.1": 10, "bar1.2": 20, "bar1.3": 30, "bar1.4": { "bar1.4.1": 10, "bar1.4.2": 20, "bar1.4.3": 30, "bar1.4.4": 40 }, "foo2": 30, "bar2": 40 }, "foo2": 30, "bar2": 40 }
diff --git a/asterix-app/src/test/resources/runtimets/results/records/closed-record-constructor_03.adm b/asterix-app/src/test/resources/runtimets/results/records/closed-record-constructor_03.adm
new file mode 100644
index 0000000..8dc495e
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/records/closed-record-constructor_03.adm
@@ -0,0 +1 @@
+{ "foo1": 10, "bar1": { "bar1.1": 10, "bar1.2": 20, "bar1.3": 30, "bar1.4": { "bar1.4.1": 10, "bar1.4.2": 20 } }, "foo2": 30, "bar2": 40 }
diff --git a/asterix-app/src/test/resources/runtimets/results/records/expFieldName.adm b/asterix-app/src/test/resources/runtimets/results/records/expFieldName.adm
new file mode 100644
index 0000000..5e1a7df
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/records/expFieldName.adm
@@ -0,0 +1,2 @@
+{ "field1": 1 }
+{ "field2": 1 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/records/field-access-by-index_01.adm b/asterix-app/src/test/resources/runtimets/results/records/field-access-by-index_01.adm
new file mode 100644
index 0000000..8580e7b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/records/field-access-by-index_01.adm
@@ -0,0 +1 @@
+30
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/records/open-record-constructor_01.adm b/asterix-app/src/test/resources/runtimets/results/records/open-record-constructor_01.adm
new file mode 100644
index 0000000..76324d0
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/records/open-record-constructor_01.adm
@@ -0,0 +1 @@
+{ "foo1": 10, "bar1": 20, "foo2": 30, "bar2": 40 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/records/open-record-constructor_02.adm b/asterix-app/src/test/resources/runtimets/results/records/open-record-constructor_02.adm
new file mode 100644
index 0000000..05889d5
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/records/open-record-constructor_02.adm
@@ -0,0 +1 @@
+{ "foo1": 10, "bar1": { "bar1.1": 10, "bar1.2": 20, "bar1.3": 30, "bar1.4": { "bar1.4.1": 10, "bar1.4.2": 20, "bar1.4.3": 30, "bar1.4.4": 40 }, "foo2": 30, "bar2": 40 }, "foo2": 30, "bar2": 40 }
diff --git a/asterix-app/src/test/resources/runtimets/results/scan/10.adm b/asterix-app/src/test/resources/runtimets/results/scan/10.adm
new file mode 100644
index 0000000..12984c9
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/scan/10.adm
@@ -0,0 +1,100 @@
+{ "id": 1, "dblpid": "books/acm/kim95/AnnevelinkACFHK95", "title": "Object SQL - A Language for the Design and Implementation of Object Databases.", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Daniel H. Fishman Michael L. Heytens William Kent", "misc": "2002-01-03 42-68 1995 Modern Database Systems db/books/collections/kim95.html#AnnevelinkACFHK95" }
+{ "id": 2, "dblpid": "books/acm/kim95/Blakeley95", "title": "OQL[C++]  Extending C++ with an Object Query Capability.", "authors": "José A. Blakeley", "misc": "2002-01-03 69-88 Modern Database Systems db/books/collections/kim95.html#Blakeley95 1995" }
+{ "id": 3, "dblpid": "books/acm/kim95/BreitbartGS95", "title": "Transaction Management in Multidatabase Systems.", "authors": "Yuri Breitbart Hector Garcia-Molina Abraham Silberschatz", "misc": "2004-03-08 573-591 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#BreitbartGS95 1995" }
+{ "id": 4, "dblpid": "books/acm/kim95/ChristodoulakisK95", "title": "Multimedia Information Systems  Issues and Approaches.", "authors": "Stavros Christodoulakis Leonidas Koveos", "misc": "2002-01-03 318-337 1995 Modern Database Systems db/books/collections/kim95.html#ChristodoulakisK95" }
+{ "id": 5, "dblpid": "books/acm/kim95/DayalHW95", "title": "Active Database Systems.", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2002-01-03 434-456 1995 Modern Database Systems db/books/collections/kim95.html#DayalHW95" }
+{ "id": 6, "dblpid": "books/acm/kim95/DittrichD95", "title": "Where Object-Oriented DBMSs Should Do Better  A Critique Based on Early Experiences.", "authors": "Angelika Kotz Dittrich Klaus R. Dittrich", "misc": "2002-01-03 238-254 1995 Modern Database Systems db/books/collections/kim95.html#DittrichD95" }
+{ "id": 7, "dblpid": "books/acm/kim95/Garcia-MolinaH95", "title": "Distributed Databases.", "authors": "Hector Garcia-Molina Meichun Hsu", "misc": "2002-01-03 477-493 1995 Modern Database Systems db/books/collections/kim95.html#Garcia-MolinaH95" }
+{ "id": 8, "dblpid": "books/acm/kim95/Goodman95", "title": "An Object-Oriented DBMS War Story  Developing a Genome Mapping Database in C++.", "authors": "Nathan Goodman", "misc": "2002-01-03 216-237 1995 Modern Database Systems db/books/collections/kim95.html#Goodman95" }
+{ "id": 9, "dblpid": "books/acm/kim95/Kaiser95", "title": "Cooperative Transactions for Multiuser Environments.", "authors": "Gail E. Kaiser", "misc": "2002-01-03 409-433 1995 Modern Database Systems db/books/collections/kim95.html#Kaiser95" }
+{ "id": 10, "dblpid": "books/acm/kim95/KelleyGKRG95", "title": "Schema Architecture of the UniSQL/M Multidatabase System", "authors": "William Kelley Sunit K. Gala Won Kim Tom C. Reyes Bruce Graham", "misc": "2004-03-08 Modern Database Systems books/acm/Kim95 621-648 1995 db/books/collections/kim95.html#KelleyGKRG95" }
+{ "id": 11, "dblpid": "books/acm/kim95/KemperM95", "title": "Physical Object Management.", "authors": "Alfons Kemper Guido Moerkotte", "misc": "2002-01-03 175-202 1995 Modern Database Systems db/books/collections/kim95.html#KemperM95" }
+{ "id": 12, "dblpid": "books/acm/kim95/Kim95", "title": "Introduction to Part 1  Next-Generation Database Technology.", "authors": "Won Kim", "misc": "2002-01-03 5-17 1995 Modern Database Systems db/books/collections/kim95.html#Kim95" }
+{ "id": 13, "dblpid": "books/acm/kim95/Kim95a", "title": "Object-Oriented Database Systems  Promises, Reality, and Future.", "authors": "Won Kim", "misc": "2002-01-03 255-280 1995 Modern Database Systems db/books/collections/kim95.html#Kim95a" }
+{ "id": 14, "dblpid": "books/acm/kim95/Kim95b", "title": "Introduction to Part 2  Technology for Interoperating Legacy Databases.", "authors": "Won Kim", "misc": "2002-01-03 515-520 1995 Modern Database Systems db/books/collections/kim95.html#Kim95b" }
+{ "id": 15, "dblpid": "books/acm/kim95/KimCGS95", "title": "On Resolving Schematic Heterogeneity in Multidatabase Systems.", "authors": "Won Kim Injun Choi Sunit K. Gala Mark Scheevel", "misc": "2002-01-03 521-550 1995 Modern Database Systems db/books/collections/kim95.html#KimCGS95" }
+{ "id": 16, "dblpid": "books/acm/kim95/KimG95", "title": "Requirements for a Performance Benchmark for Object-Oriented Database Systems.", "authors": "Won Kim Jorge F. Garza", "misc": "2002-01-03 203-215 1995 Modern Database Systems db/books/collections/kim95.html#KimG95" }
+{ "id": 17, "dblpid": "books/acm/kim95/KimK95", "title": "On View Support in Object-Oriented Databases Systems.", "authors": "Won Kim William Kelley", "misc": "2002-01-03 108-129 1995 Modern Database Systems db/books/collections/kim95.html#KimK95" }
+{ "id": 18, "dblpid": "books/acm/kim95/Kowalski95", "title": "The POSC Solution to Managing E&P Data.", "authors": "Vincent J. Kowalski", "misc": "2002-01-03 281-301 1995 Modern Database Systems db/books/collections/kim95.html#Kowalski95" }
+{ "id": 19, "dblpid": "books/acm/kim95/KriegerA95", "title": "C++ Bindings to an Object Database.", "authors": "David Krieger Tim Andrews", "misc": "2002-01-03 89-107 1995 Modern Database Systems db/books/collections/kim95.html#KriegerA95" }
+{ "id": 20, "dblpid": "books/acm/kim95/Lunt95", "title": "Authorization in Object-Oriented Databases.", "authors": "Teresa F. Lunt", "misc": "2002-01-03 130-145 1995 Modern Database Systems db/books/collections/kim95.html#Lunt95" }
+{ "id": 21, "dblpid": "books/acm/kim95/MengY95", "title": "Query Processing in Multidatabase Systems.", "authors": "Weiyi Meng Clement T. Yu", "misc": "2002-01-03 551-572 1995 Modern Database Systems db/books/collections/kim95.html#MengY95" }
+{ "id": 22, "dblpid": "books/acm/kim95/Motro95", "title": "Management of Uncerainty in database Systems.", "authors": "Amihai Motro", "misc": "2002-01-03 457-476 1995 Modern Database Systems db/books/collections/kim95.html#Motro95" }
+{ "id": 23, "dblpid": "books/acm/kim95/Omiecinski95", "title": "Parallel Relational Database Systems.", "authors": "Edward Omiecinski", "misc": "2002-01-03 494-512 1995 Modern Database Systems db/books/collections/kim95.html#Omiecinski95" }
+{ "id": 24, "dblpid": "books/acm/kim95/OzsuB95", "title": "Query Processing in Object-Oriented Database Systems.", "authors": "M. Tamer Özsu José A. Blakeley", "misc": "2002-01-03 146-174 1995 Modern Database Systems db/books/collections/kim95.html#OzsuB95" }
+{ "id": 25, "dblpid": "books/acm/kim95/RusinkiewiczS95", "title": "Specification and Execution of Transactional Workflows.", "authors": "Marek Rusinkiewicz Amit P. Sheth", "misc": "2004-03-08 592-620 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#RusinkiewiczS95 1995" }
+{ "id": 26, "dblpid": "books/acm/kim95/Samet95", "title": "Spatial Data Structures.", "authors": "Hanan Samet", "misc": "2004-03-08 361-385 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#Samet95 1995" }
+{ "id": 27, "dblpid": "books/acm/kim95/SametA95", "title": "Spatial Data Models and Query Processing.", "authors": "Hanan Samet Walid G. Aref", "misc": "2002-01-03 338-360 1995 Modern Database Systems db/books/collections/kim95.html#SametA95" }
+{ "id": 28, "dblpid": "books/acm/kim95/ShanADDK95", "title": "Pegasus  A Heterogeneous Information Management System.", "authors": "Ming-Chien Shan Rafi Ahmed Jim Davis Weimin Du William Kent", "misc": "2004-03-08 664-682 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#ShanADDK95 1995" }
+{ "id": 29, "dblpid": "books/acm/kim95/Snodgrass95", "title": "Temporal Object-Oriented Databases  A Critical Comparison.", "authors": "Richard T. Snodgrass", "misc": "2002-01-03 386-408 1995 Modern Database Systems db/books/collections/kim95.html#Snodgrass95" }
+{ "id": 30, "dblpid": "books/acm/kim95/SoleyK95", "title": "The OMG Object Model.", "authors": "Richard Mark Soley William Kent", "misc": "2002-01-03 18-41 1995 Modern Database Systems db/books/collections/kim95.html#SoleyK95" }
+{ "id": 31, "dblpid": "books/acm/kim95/Stout95", "title": "EDA/SQL.", "authors": "Ralph L. Stout", "misc": "2004-03-08 649-663 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#Stout95 1995" }
+{ "id": 32, "dblpid": "books/acm/kim95/Thompson95", "title": "The Changing Database Standards Landscape.", "authors": "Craig W. Thompson", "misc": "2002-01-03 302-317 1995 Modern Database Systems db/books/collections/kim95.html#Thompson95" }
+{ "id": 33, "dblpid": "books/acm/kim95/BreitbartR95", "title": "Overview of the ADDS System.", "authors": "Yuri Breitbart Tom C. Reyes", "misc": "2009-06-12 683-701 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#BreitbartR95 1995" }
+{ "id": 34, "dblpid": "books/acm/Kim95", "title": "Modern Database Systems  The Object Model, Interoperability, and Beyond.", "authors": "", "misc": "2004-03-08 Won Kim Modern Database Systems ACM Press and Addison-Wesley 1995 0-201-59098-0 db/books/collections/kim95.html" }
+{ "id": 35, "dblpid": "books/ap/MarshallO79", "title": "Inequalities  Theory of Majorization and Its Application.", "authors": "Albert W. Marshall Ingram Olkin", "misc": "2002-01-03 Academic Press 1979 0-12-473750-1" }
+{ "id": 36, "dblpid": "books/aw/kimL89/BjornerstedtH89", "title": "Version Control in an Object-Oriented Architecture.", "authors": "Anders Björnerstedt Christer Hulten", "misc": "2006-02-24 451-485 Object-Oriented Concepts, Databases, and Applications ACM Press and Addison-Wesley 1989 db/books/collections/kim89.html#BjornerstedtH89" }
+{ "id": 37, "dblpid": "books/aw/kimL89/BretlMOPSSWW89", "title": "The GemStone Data Management System.", "authors": "Robert Bretl David Maier Allen Otis D. Jason Penney Bruce Schuchardt Jacob Stein E. Harold Williams Monty Williams", "misc": "2002-01-03 283-308 Object-Oriented Concepts, Databases, and Applications ACM Press and Addison-Wesley 1989 db/books/collections/kim89.html#BretlMOPSSWW89" }
+{ "id": 38, "dblpid": "books/aw/kimL89/CareyDRS89", "title": "Storage Management in EXODUS.", "authors": "Michael J. Carey David J. DeWitt Joel E. Richardson Eugene J. Shekita", "misc": "2002-01-03 341-369 Object-Oriented Concepts, Databases, and Applications ACM Press and Addison-Wesley 1989 db/books/collections/kim89.html#CareyDRS89" }
+{ "id": 39, "dblpid": "books/aw/kimL89/Decouchant89", "title": "A Distributed Object Manager for the Smalltalk-80 System.", "authors": "Dominique Decouchant", "misc": "2002-01-03 487-520 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#Decouchant89" }
+{ "id": 40, "dblpid": "books/aw/kimL89/DiederichM89", "title": "Objects, Messages, and Rules in Database Design.", "authors": "Jim Diederich Jack Milton", "misc": "2002-01-03 177-197 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#DiederichM89" }
+{ "id": 41, "dblpid": "books/aw/kimL89/EllisG89", "title": "Active Objects  Ealities and Possibilities.", "authors": "Clarence A. Ellis Simon J. Gibbs", "misc": "2002-01-03 561-572 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#EllisG89" }
+{ "id": 42, "dblpid": "books/aw/kimL89/FishmanABCCDHHKLLMNRSW89", "title": "Overview of the Iris DBMS.", "authors": "Daniel H. Fishman Jurgen Annevelink David Beech E. C. Chow Tim Connors J. W. Davis Waqar Hasan C. G. Hoch William Kent S. Leichner Peter Lyngbæk Brom Mahbod Marie-Anne Neimat Tore Risch Ming-Chien Shan W. Kevin Wilkinson", "misc": "2002-01-03 219-250 Object-Oriented Concepts, Databases, and Applications ACM Press and Addison-Wesley 1989 db/books/collections/kim89.html#FishmanABCCDHHKLLMNRSW89" }
+{ "id": 43, "dblpid": "books/aw/kimL89/KimBCGW89", "title": "Features of the ORION Object-Oriented Database System.", "authors": "Won Kim Nat Ballou Hong-Tai Chou Jorge F. Garza Darrell Woelk", "misc": "2002-01-03 251-282 Object-Oriented Concepts, Databases, and Applications ACM Press and Addison-Wesley 1989 db/books/collections/kim89.html#KimBCGW89" }
+{ "id": 44, "dblpid": "books/aw/kimL89/KimKD89", "title": "Indexing Techniques for Object-Oriented Databases.", "authors": "Won Kim Kyung-Chang Kim Alfred G. Dale", "misc": "2002-01-03 371-394 Object-Oriented Concepts, Databases, and Applications ACM Press and Addison-Wesley 1989 db/books/collections/kim89.html#KimKD89" }
+{ "id": 45, "dblpid": "books/aw/kimL89/King89", "title": "My Cat Is Object-Oriented.", "authors": "Roger King", "misc": "2002-01-03 23-30 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#King89" }
+{ "id": 46, "dblpid": "books/aw/kimL89/Maier89", "title": "Making Database Systems Fast Enough for CAD Applications.", "authors": "David Maier", "misc": "2002-01-03 573-582 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#Maier89" }
+{ "id": 47, "dblpid": "books/aw/kimL89/MellenderRS89", "title": "Optimizing Smalltalk Message Performance.", "authors": "Fred Mellender Steve Riegel Andrew Straw", "misc": "2002-01-03 423-450 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#MellenderRS89" }
+{ "id": 48, "dblpid": "books/aw/kimL89/Moon89", "title": "The Common List Object-Oriented Programming Language Standard.", "authors": "David A. Moon", "misc": "2002-01-03 49-78 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#Moon89" }
+{ "id": 49, "dblpid": "books/aw/kimL89/Moss89", "title": "Object Orientation as Catalyst for Language-Database Inegration.", "authors": "J. Eliot B. Moss", "misc": "2002-01-03 583-592 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#Moss89" }
+{ "id": 50, "dblpid": "books/aw/kimL89/Nierstrasz89", "title": "A Survey of Object-Oriented Concepts.", "authors": "Oscar Nierstrasz", "misc": "2002-01-03 3-21 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#Nierstrasz89" }
+{ "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }
+{ "id": 52, "dblpid": "books/aw/kimL89/Russinoff89", "title": "Proteus  A Frame-Based Nonmonotonic Inference System.", "authors": "David M. Russinoff", "misc": "2002-01-03 127-150 Object-Oriented Concepts, Databases, and Applications ACM Press and Addison-Wesley 1989 db/books/collections/kim89.html#Russinoff89" }
+{ "id": 53, "dblpid": "books/aw/kimL89/SkarraZ89", "title": "Concurrency Control and Object-Oriented Databases.", "authors": "Andrea H. Skarra Stanley B. Zdonik", "misc": "2002-01-03 395-421 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#SkarraZ89" }
+{ "id": 54, "dblpid": "books/aw/kimL89/SteinLU89", "title": "A Shared View of Sharing  The Treaty of Orlando.", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2002-01-03 31-48 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#SteinLU89" }
+{ "id": 55, "dblpid": "books/aw/kimL89/TarltonT89", "title": "Pogo  A Declarative Representation System for Graphics.", "authors": "Mark A. Tarlton P. Nong Tarlton", "misc": "2002-01-03 151-176 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#TarltonT89" }
+{ "id": 56, "dblpid": "books/aw/kimL89/TomlinsonS89", "title": "Concurrent Object-Oriented Programming Languages.", "authors": "Chris Tomlinson Mark Scheevel", "misc": "2002-01-03 79-124 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#TomlinsonS89" }
+{ "id": 57, "dblpid": "books/aw/kimL89/TsichritzisN89", "title": "Directions in Object-Oriented Research.", "authors": "Dennis Tsichritzis Oscar Nierstrasz", "misc": "2002-01-03 523-536 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#TsichritzisN89" }
+{ "id": 58, "dblpid": "books/aw/kimL89/Wand89", "title": "A Proposal for a Formal Model of Objects.", "authors": "Yair Wand", "misc": "2002-01-03 537-559 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#Wand89" }
+{ "id": 59, "dblpid": "books/aw/kimL89/WeiserL89", "title": "OZ+  An Object-Oriented Database System.", "authors": "Stephen P. Weiser Frederick H. Lochovsky", "misc": "2002-01-03 309-337 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#WeiserL89" }
+{ "id": 60, "dblpid": "books/aw/stonebraker86/RoweS86", "title": "The Commercial INGRES Epilogue.", "authors": "Lawrence A. Rowe Michael Stonebraker", "misc": "2002-01-03 63-82 1986 The INGRES Papers db/books/collections/Stonebraker86.html#RoweS86 db/books/collections/Stonebraker86/RoweS86.html ingres/P063.pdf" }
+{ "id": 61, "dblpid": "books/aw/stonebraker86/Stonebraker86", "title": "Design of Relational Systems (Introduction to Section 1).", "authors": "Michael Stonebraker", "misc": "2002-01-03 1-3 1986 The INGRES Papers db/books/collections/Stonebraker86.html#Stonebraker86 db/books/collections/Stonebraker86/Stonebraker86.html ingres/P001.pdf" }
+{ "id": 62, "dblpid": "books/aw/stonebraker86/Stonebraker86a", "title": "Supporting Studies on Relational Systems (Introduction to Section 2).", "authors": "Michael Stonebraker", "misc": "2002-01-03 83-85 1986 The INGRES Papers db/books/collections/Stonebraker86.html#Stonebraker86a db/books/collections/Stonebraker86/Stonebraker86a.html ingres/P083.pdf" }
+{ "id": 63, "dblpid": "books/aw/stonebraker86/Stonebraker86b", "title": "Distributed Database Systems (Introduction to Section 3).", "authors": "Michael Stonebraker", "misc": "2002-01-03 183-186 1986 The INGRES Papers db/books/collections/Stonebraker86.html#Stonebraker86b db/books/collections/Stonebraker86/Stonebraker86b.html ingres/P183.pdf" }
+{ "id": 64, "dblpid": "books/aw/stonebraker86/Stonebraker86c", "title": "The Design and Implementation of Distributed INGRES.", "authors": "Michael Stonebraker", "misc": "2002-01-03 187-196 1986 The INGRES Papers db/books/collections/Stonebraker86.html#Stonebraker86c db/books/collections/Stonebraker86/Stonebraker86c.html ingres/P187.pdf" }
+{ "id": 65, "dblpid": "books/aw/stonebraker86/Stonebraker86d", "title": "User Interfaces for Database Systems (Introduction to Section 4).", "authors": "Michael Stonebraker", "misc": "2002-01-03 243-245 1986 The INGRES Papers db/books/collections/Stonebraker86.html#Stonebraker86d db/books/collections/Stonebraker86/Stonebraker86d.html ingres/P243.pdf" }
+{ "id": 66, "dblpid": "books/aw/stonebraker86/Stonebraker86e", "title": "Extended Semantics for the Relational Model (Introduction to Section 5).", "authors": "Michael Stonebraker", "misc": "2002-01-03 313-316 1986 The INGRES Papers db/books/collections/Stonebraker86.html#Stonebraker86e db/books/collections/Stonebraker86/Stonebraker86e.html ingres/P313.pdf" }
+{ "id": 67, "dblpid": "books/aw/stonebraker86/Stonebraker86f", "title": "Database Design (Introduction to Section 6).", "authors": "Michael Stonebraker", "misc": "2002-01-03 393-394 1986 The INGRES Papers db/books/collections/Stonebraker86.html#Stonebraker86f db/books/collections/Stonebraker86/Stonebraker86f.html ingres/P393.pdf" }
+{ "id": 68, "dblpid": "books/aw/stonebraker86/X86", "title": "Title, Preface, Contents.", "authors": "", "misc": "2002-01-03 1986 The INGRES Papers db/books/collections/Stonebraker86.html#X86 db/books/collections/Stonebraker86/X86.html ingres/frontmatter.pdf" }
+{ "id": 69, "dblpid": "books/aw/stonebraker86/X86a", "title": "References.", "authors": "", "misc": "2002-01-03 429-444 1986 The INGRES Papers db/books/collections/Stonebraker86.html#X86a db/books/collections/Stonebraker86/X86a.html ingres/P429.pdf" }
+{ "id": 70, "dblpid": "books/aw/Knuth86a", "title": "TeX  The Program", "authors": "Donald E. Knuth", "misc": "2002-01-03 Addison-Wesley 1986 0-201-13437-3" }
+{ "id": 71, "dblpid": "conf/appt/LiDCMY07", "title": "Design and Implementation of a High-Speed Reconfigurable Modular Arithmetic Unit.", "authors": "Wei Li Zibin Dai Tao Chen Tao Meng Xuan Yang", "misc": "2007-11-09 50-59 2007 conf/appt/2007 APPT http //dx.doi.org/10.1007/978-3-540-76837-1_9 db/conf/appt/appt2007.html#LiDCMY07" }
+{ "id": 72, "dblpid": "books/aw/Lamport86", "title": "LaTeX  User's Guide & Reference Manual", "authors": "Leslie Lamport", "misc": "2002-01-03 Addison-Wesley 1986 0-201-15790-X" }
+{ "id": 73, "dblpid": "books/aw/AhoHU74", "title": "The Design and Analysis of Computer Algorithms.", "authors": "Alfred V. Aho John E. Hopcroft Jeffrey D. Ullman", "misc": "2002-01-03 Addison-Wesley 1974 0-201-00029-6" }
+{ "id": 74, "dblpid": "books/aw/Lamport2002", "title": "Specifying Systems, The TLA+ Language and Tools for Hardware and Software Engineers", "authors": "Leslie Lamport", "misc": "2005-07-28 Addison-Wesley 2002 0-3211-4306-X http //research.microsoft.com/users/lamport/tla/book.html" }
+{ "id": 75, "dblpid": "books/aw/AhoHU83", "title": "Data Structures and Algorithms.", "authors": "Alfred V. Aho John E. Hopcroft Jeffrey D. Ullman", "misc": "2002-01-03 Addison-Wesley 1983 0-201-00023-7" }
+{ "id": 76, "dblpid": "books/aw/LewisBK01", "title": "Databases and Transaction Processing  An Application-Oriented Approach", "authors": "Philip M. Lewis Arthur J. Bernstein Michael Kifer", "misc": "2002-01-03 Addison-Wesley 2001 0-201-70872-8" }
+{ "id": 77, "dblpid": "books/aw/AhoKW88", "title": "The AWK Programming Language", "authors": "Alfred V. Aho Brian W. Kernighan Peter J. Weinberger", "misc": "2002-01-03 Addison-Wesley 1988" }
+{ "id": 78, "dblpid": "books/aw/LindholmY97", "title": "The Java Virtual Machine Specification", "authors": "Tim Lindholm Frank Yellin", "misc": "2002-01-28 Addison-Wesley 1997 0-201-63452-X" }
+{ "id": 79, "dblpid": "books/aw/AhoSU86", "title": "Compilers  Princiles, Techniques, and Tools.", "authors": "Alfred V. Aho Ravi Sethi Jeffrey D. Ullman", "misc": "2002-01-03 Addison-Wesley 1986 0-201-10088-6" }
+{ "id": 80, "dblpid": "books/aw/Sedgewick83", "title": "Algorithms", "authors": "Robert Sedgewick", "misc": "2002-01-03 Addison-Wesley 1983 0-201-06672-6" }
+{ "id": 81, "dblpid": "journals/siamcomp/AspnesW96", "title": "Randomized Consensus in Expected O(n log² n) Operations Per Processor.", "authors": "James Aspnes Orli Waarts", "misc": "2002-01-03 1024-1044 1996 25 SIAM J. Comput. 5 db/journals/siamcomp/siamcomp25.html#AspnesW96" }
+{ "id": 82, "dblpid": "conf/focs/AspnesW92", "title": "Randomized Consensus in Expected O(n log ^2 n) Operations Per Processor", "authors": "James Aspnes Orli Waarts", "misc": "2006-04-25 137-146 conf/focs/FOCS33 1992 FOCS db/conf/focs/focs92.html#AspnesW92" }
+{ "id": 83, "dblpid": "journals/siamcomp/Bloniarz83", "title": "A Shortest-Path Algorithm with Expected Time O(n² log n log* n).", "authors": "Peter A. Bloniarz", "misc": "2002-01-03 588-600 1983 12 SIAM J. Comput. 3 db/journals/siamcomp/siamcomp12.html#Bloniarz83" }
+{ "id": 84, "dblpid": "conf/stoc/Bloniarz80", "title": "A Shortest-Path Algorithm with Expected Time O(n^2 log n log ^* n)", "authors": "Peter A. Bloniarz", "misc": "2006-04-25 378-384 conf/stoc/STOC12 1980 STOC db/conf/stoc/stoc80.html#Bloniarz80" }
+{ "id": 85, "dblpid": "journals/siamcomp/Megiddo83a", "title": "Linear-Time Algorithms for Linear Programming in R³ and Related Problems.", "authors": "Nimrod Megiddo", "misc": "2002-01-03 759-776 1983 12 SIAM J. Comput. 4 db/journals/siamcomp/siamcomp12.html#Megiddo83a" }
+{ "id": 86, "dblpid": "conf/focs/Megiddo82", "title": "Linear-Time Algorithms for Linear Programming in R^3 and Related Problems", "authors": "Nimrod Megiddo", "misc": "2006-04-25 329-338 conf/focs/FOCS23 1982 FOCS db/conf/focs/focs82.html#Megiddo82" }
+{ "id": 87, "dblpid": "journals/siamcomp/MoffatT87", "title": "An All Pairs Shortest Path Algorithm with Expected Time O(n² log n).", "authors": "Alistair Moffat Tadao Takaoka", "misc": "2002-01-03 1023-1031 1987 16 SIAM J. Comput. 6 db/journals/siamcomp/siamcomp16.html#MoffatT87" }
+{ "id": 88, "dblpid": "conf/focs/MoffatT85", "title": "An All Pairs Shortest Path Algorithm with Expected Running Time O(n^2 log n)", "authors": "Alistair Moffat Tadao Takaoka", "misc": "2006-04-25 101-105 conf/focs/FOCS26 1985 FOCS db/conf/focs/focs85.html#MoffatT85" }
+{ "id": 89, "dblpid": "conf/icip/SchonfeldL98", "title": "VORTEX  Video Retrieval and Tracking from Compressed Multimedia Databases.", "authors": "Dan Schonfeld Dan Lelescu", "misc": "2002-11-05 123-127 1998 ICIP (3) db/conf/icip/icip1998-3.html#SchonfeldL98" }
+{ "id": 90, "dblpid": "conf/hicss/SchonfeldL99", "title": "VORTEX  Video Retrieval and Tracking from Compressed Multimedia Databases ¾ Visual Search Engine.", "authors": "Dan Schonfeld Dan Lelescu", "misc": "2002-01-03 1999 HICSS http //computer.org/proceedings/hicss/0001/00013/00013006abs.htm db/conf/hicss/hicss1999-3.html#SchonfeldL99" }
+{ "id": 91, "dblpid": "journals/corr/abs-0802-2861", "title": "Geometric Set Cover and Hitting Sets for Polytopes in $R^3$", "authors": "Sören Laue", "misc": "2008-03-03 http //arxiv.org/abs/0802.2861 2008 CoRR abs/0802.2861 db/journals/corr/corr0802.html#abs-0802-2861 informal publication" }
+{ "id": 92, "dblpid": "conf/stacs/Laue08", "title": "Geometric Set Cover and Hitting Sets for Polytopes in R³.", "authors": "Sören Laue", "misc": "2008-03-04 2008 STACS 479-490 http //drops.dagstuhl.de/opus/volltexte/2008/1367 conf/stacs/2008 db/conf/stacs/stacs2008.html#Laue08" }
+{ "id": 93, "dblpid": "journals/iandc/IbarraJCR91", "title": "Some Classes of Languages in NC¹", "authors": "Oscar H. Ibarra Tao Jiang Jik H. Chang Bala Ravikumar", "misc": "2006-04-25 86-106 Inf. Comput. January 1991 90 1 db/journals/iandc/iandc90.html#IbarraJCR91" }
+{ "id": 94, "dblpid": "conf/awoc/IbarraJRC88", "title": "On Some Languages in NC.", "authors": "Oscar H. Ibarra Tao Jiang Bala Ravikumar Jik H. Chang", "misc": "2002-08-06 64-73 1988 conf/awoc/1988 AWOC db/conf/awoc/awoc88.html#IbarraJRC88" }
+{ "id": 95, "dblpid": "journals/jacm/GalilHLSW87", "title": "An O(n³log n) deterministic and an O(n³) Las Vegs isomorphism test for trivalent graphs.", "authors": "Zvi Galil Christoph M. Hoffmann Eugene M. Luks Claus-Peter Schnorr Andreas Weber", "misc": "2003-11-20 513-531 1987 34 J. ACM 3 http //doi.acm.org/10.1145/28869.28870 db/journals/jacm/jacm34.html#GalilHLSW87" }
+{ "id": 96, "dblpid": "conf/focs/GalilHLSW82", "title": "An O(n^3 log n) Deterministic and an O(n^3) Probabilistic Isomorphism Test for Trivalent Graphs", "authors": "Zvi Galil Christoph M. Hoffmann Eugene M. Luks Claus-Peter Schnorr Andreas Weber", "misc": "2006-04-25 118-125 conf/focs/FOCS23 1982 FOCS db/conf/focs/focs82.html#GalilHLSW82" }
+{ "id": 97, "dblpid": "journals/jacm/GalilT88", "title": "An O(n²(m + n log n)log n) min-cost flow algorithm.", "authors": "Zvi Galil Éva Tardos", "misc": "2003-11-20 374-386 1988 35 J. ACM 2 http //doi.acm.org/10.1145/42282.214090 db/journals/jacm/jacm35.html#GalilT88" }
+{ "id": 98, "dblpid": "conf/focs/GalilT86", "title": "An O(n^2 (m + n log n) log n) Min-Cost Flow Algorithm", "authors": "Zvi Galil Éva Tardos", "misc": "2006-04-25 1-9 conf/focs/FOCS27 1986 FOCS db/conf/focs/focs86.html#GalilT86" }
+{ "id": 99, "dblpid": "series/synthesis/2009Weintraub", "title": "Jordan Canonical Form  Theory and Practice", "authors": "Steven H. Weintraub", "misc": "2009-09-06 Jordan Canonical Form  Theory and Practice http //dx.doi.org/10.2200/S00218ED1V01Y200908MAS006 http //dx.doi.org/10.2200/S00218ED1V01Y200908MAS006 2009 Synthesis Lectures on Mathematics & Statistics Morgan & Claypool Publishers" }
+{ "id": 100, "dblpid": "series/synthesis/2009Brozos", "title": "The Geometry of Walker Manifolds", "authors": "Miguel Brozos-Vázquez Eduardo García-Río Peter Gilkey Stana Nikcevic Rámon Vázquez-Lorenzo", "misc": "2009-09-06 The Geometry of Walker Manifolds http //dx.doi.org/10.2200/S00197ED1V01Y200906MAS005 http //dx.doi.org/10.2200/S00197ED1V01Y200906MAS005 2009 Synthesis Lectures on Mathematics & Statistics Morgan & Claypool Publishers" }
diff --git a/asterix-app/src/test/resources/runtimets/results/scan/20.adm b/asterix-app/src/test/resources/runtimets/results/scan/20.adm
new file mode 100644
index 0000000..a7ec8f6
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/scan/20.adm
@@ -0,0 +1,100 @@
+{ "id": 1, "dblpid": "books/acm/kim95/AnnevelinkACFHK95", "title": "Object SQL - A Language for the Design and Implementation of Object Databases.", "authors": "Jurgen Annevelink Rafiul Ahad Amelia Carlson Daniel H. Fishman Michael L. Heytens William Kent", "misc": "2002-01-03 42-68 1995 Modern Database Systems db/books/collections/kim95.html#AnnevelinkACFHK95" }
+{ "id": 2, "dblpid": "books/acm/kim95/Blakeley95", "title": "OQL[C++]  Extending C++ with an Object Query Capability.", "authors": "José A. Blakeley", "misc": "2002-01-03 69-88 Modern Database Systems db/books/collections/kim95.html#Blakeley95 1995" }
+{ "id": 3, "dblpid": "books/acm/kim95/BreitbartGS95", "title": "Transaction Management in Multidatabase Systems.", "authors": "Yuri Breitbart Hector Garcia-Molina Abraham Silberschatz", "misc": "2004-03-08 573-591 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#BreitbartGS95 1995" }
+{ "id": 4, "dblpid": "books/acm/kim95/ChristodoulakisK95", "title": "Multimedia Information Systems  Issues and Approaches.", "authors": "Stavros Christodoulakis Leonidas Koveos", "misc": "2002-01-03 318-337 1995 Modern Database Systems db/books/collections/kim95.html#ChristodoulakisK95" }
+{ "id": 5, "dblpid": "books/acm/kim95/DayalHW95", "title": "Active Database Systems.", "authors": "Umeshwar Dayal Eric N. Hanson Jennifer Widom", "misc": "2002-01-03 434-456 1995 Modern Database Systems db/books/collections/kim95.html#DayalHW95" }
+{ "id": 6, "dblpid": "books/acm/kim95/DittrichD95", "title": "Where Object-Oriented DBMSs Should Do Better  A Critique Based on Early Experiences.", "authors": "Angelika Kotz Dittrich Klaus R. Dittrich", "misc": "2002-01-03 238-254 1995 Modern Database Systems db/books/collections/kim95.html#DittrichD95" }
+{ "id": 7, "dblpid": "books/acm/kim95/Garcia-MolinaH95", "title": "Distributed Databases.", "authors": "Hector Garcia-Molina Meichun Hsu", "misc": "2002-01-03 477-493 1995 Modern Database Systems db/books/collections/kim95.html#Garcia-MolinaH95" }
+{ "id": 8, "dblpid": "books/acm/kim95/Goodman95", "title": "An Object-Oriented DBMS War Story  Developing a Genome Mapping Database in C++.", "authors": "Nathan Goodman", "misc": "2002-01-03 216-237 1995 Modern Database Systems db/books/collections/kim95.html#Goodman95" }
+{ "id": 9, "dblpid": "books/acm/kim95/Kaiser95", "title": "Cooperative Transactions for Multiuser Environments.", "authors": "Gail E. Kaiser", "misc": "2002-01-03 409-433 1995 Modern Database Systems db/books/collections/kim95.html#Kaiser95" }
+{ "id": 10, "dblpid": "books/acm/kim95/KelleyGKRG95", "title": "Schema Architecture of the UniSQL/M Multidatabase System", "authors": "William Kelley Sunit K. Gala Won Kim Tom C. Reyes Bruce Graham", "misc": "2004-03-08 Modern Database Systems books/acm/Kim95 621-648 1995 db/books/collections/kim95.html#KelleyGKRG95" }
+{ "id": 11, "dblpid": "books/acm/kim95/KemperM95", "title": "Physical Object Management.", "authors": "Alfons Kemper Guido Moerkotte", "misc": "2002-01-03 175-202 1995 Modern Database Systems db/books/collections/kim95.html#KemperM95" }
+{ "id": 12, "dblpid": "books/acm/kim95/Kim95", "title": "Introduction to Part 1  Next-Generation Database Technology.", "authors": "Won Kim", "misc": "2002-01-03 5-17 1995 Modern Database Systems db/books/collections/kim95.html#Kim95" }
+{ "id": 13, "dblpid": "books/acm/kim95/Kim95a", "title": "Object-Oriented Database Systems  Promises, Reality, and Future.", "authors": "Won Kim", "misc": "2002-01-03 255-280 1995 Modern Database Systems db/books/collections/kim95.html#Kim95a" }
+{ "id": 14, "dblpid": "books/acm/kim95/Kim95b", "title": "Introduction to Part 2  Technology for Interoperating Legacy Databases.", "authors": "Won Kim", "misc": "2002-01-03 515-520 1995 Modern Database Systems db/books/collections/kim95.html#Kim95b" }
+{ "id": 15, "dblpid": "books/acm/kim95/KimCGS95", "title": "On Resolving Schematic Heterogeneity in Multidatabase Systems.", "authors": "Won Kim Injun Choi Sunit K. Gala Mark Scheevel", "misc": "2002-01-03 521-550 1995 Modern Database Systems db/books/collections/kim95.html#KimCGS95" }
+{ "id": 16, "dblpid": "books/acm/kim95/KimG95", "title": "Requirements for a Performance Benchmark for Object-Oriented Database Systems.", "authors": "Won Kim Jorge F. Garza", "misc": "2002-01-03 203-215 1995 Modern Database Systems db/books/collections/kim95.html#KimG95" }
+{ "id": 17, "dblpid": "books/acm/kim95/KimK95", "title": "On View Support in Object-Oriented Databases Systems.", "authors": "Won Kim William Kelley", "misc": "2002-01-03 108-129 1995 Modern Database Systems db/books/collections/kim95.html#KimK95" }
+{ "id": 18, "dblpid": "books/acm/kim95/Kowalski95", "title": "The POSC Solution to Managing E&P Data.", "authors": "Vincent J. Kowalski", "misc": "2002-01-03 281-301 1995 Modern Database Systems db/books/collections/kim95.html#Kowalski95" }
+{ "id": 19, "dblpid": "books/acm/kim95/KriegerA95", "title": "C++ Bindings to an Object Database.", "authors": "David Krieger Tim Andrews", "misc": "2002-01-03 89-107 1995 Modern Database Systems db/books/collections/kim95.html#KriegerA95" }
+{ "id": 20, "dblpid": "books/acm/kim95/Lunt95", "title": "Authorization in Object-Oriented Databases.", "authors": "Teresa F. Lunt", "misc": "2002-01-03 130-145 1995 Modern Database Systems db/books/collections/kim95.html#Lunt95" }
+{ "id": 21, "dblpid": "books/acm/kim95/MengY95", "title": "Query Processing in Multidatabase Systems.", "authors": "Weiyi Meng Clement T. Yu", "misc": "2002-01-03 551-572 1995 Modern Database Systems db/books/collections/kim95.html#MengY95" }
+{ "id": 22, "dblpid": "books/acm/kim95/Motro95", "title": "Management of Uncerainty in database Systems.", "authors": "Amihai Motro", "misc": "2002-01-03 457-476 1995 Modern Database Systems db/books/collections/kim95.html#Motro95" }
+{ "id": 23, "dblpid": "books/acm/kim95/Omiecinski95", "title": "Parallel Relational Database Systems.", "authors": "Edward Omiecinski", "misc": "2002-01-03 494-512 1995 Modern Database Systems db/books/collections/kim95.html#Omiecinski95" }
+{ "id": 24, "dblpid": "books/acm/kim95/OzsuB95", "title": "Query Processing in Object-Oriented Database Systems.", "authors": "M. Tamer Özsu José A. Blakeley", "misc": "2002-01-03 146-174 1995 Modern Database Systems db/books/collections/kim95.html#OzsuB95" }
+{ "id": 25, "dblpid": "books/acm/kim95/RusinkiewiczS95", "title": "Specification and Execution of Transactional Workflows.", "authors": "Marek Rusinkiewicz Amit P. Sheth", "misc": "2004-03-08 592-620 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#RusinkiewiczS95 1995" }
+{ "id": 26, "dblpid": "books/acm/kim95/Samet95", "title": "Spatial Data Structures.", "authors": "Hanan Samet", "misc": "2004-03-08 361-385 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#Samet95 1995" }
+{ "id": 27, "dblpid": "books/acm/kim95/SametA95", "title": "Spatial Data Models and Query Processing.", "authors": "Hanan Samet Walid G. Aref", "misc": "2002-01-03 338-360 1995 Modern Database Systems db/books/collections/kim95.html#SametA95" }
+{ "id": 28, "dblpid": "books/acm/kim95/ShanADDK95", "title": "Pegasus  A Heterogeneous Information Management System.", "authors": "Ming-Chien Shan Rafi Ahmed Jim Davis Weimin Du William Kent", "misc": "2004-03-08 664-682 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#ShanADDK95 1995" }
+{ "id": 29, "dblpid": "books/acm/kim95/Snodgrass95", "title": "Temporal Object-Oriented Databases  A Critical Comparison.", "authors": "Richard T. Snodgrass", "misc": "2002-01-03 386-408 1995 Modern Database Systems db/books/collections/kim95.html#Snodgrass95" }
+{ "id": 30, "dblpid": "books/acm/kim95/SoleyK95", "title": "The OMG Object Model.", "authors": "Richard Mark Soley William Kent", "misc": "2002-01-03 18-41 1995 Modern Database Systems db/books/collections/kim95.html#SoleyK95" }
+{ "id": 31, "dblpid": "books/acm/kim95/Stout95", "title": "EDA/SQL.", "authors": "Ralph L. Stout", "misc": "2004-03-08 649-663 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#Stout95 1995" }
+{ "id": 32, "dblpid": "books/acm/kim95/Thompson95", "title": "The Changing Database Standards Landscape.", "authors": "Craig W. Thompson", "misc": "2002-01-03 302-317 1995 Modern Database Systems db/books/collections/kim95.html#Thompson95" }
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+{ "id": 72, "dblpid": "books/aw/Lamport86", "title": "LaTeX  User's Guide & Reference Manual", "authors": "Leslie Lamport", "misc": "2002-01-03 Addison-Wesley 1986 0-201-15790-X" }
+{ "id": 73, "dblpid": "books/aw/AhoHU74", "title": "The Design and Analysis of Computer Algorithms.", "authors": "Alfred V. Aho John E. Hopcroft Jeffrey D. Ullman", "misc": "2002-01-03 Addison-Wesley 1974 0-201-00029-6" }
+{ "id": 74, "dblpid": "books/aw/Lamport2002", "title": "Specifying Systems, The TLA+ Language and Tools for Hardware and Software Engineers", "authors": "Leslie Lamport", "misc": "2005-07-28 Addison-Wesley 2002 0-3211-4306-X http //research.microsoft.com/users/lamport/tla/book.html" }
+{ "id": 75, "dblpid": "books/aw/AhoHU83", "title": "Data Structures and Algorithms.", "authors": "Alfred V. Aho John E. Hopcroft Jeffrey D. Ullman", "misc": "2002-01-03 Addison-Wesley 1983 0-201-00023-7" }
+{ "id": 76, "dblpid": "books/aw/LewisBK01", "title": "Databases and Transaction Processing  An Application-Oriented Approach", "authors": "Philip M. Lewis Arthur J. Bernstein Michael Kifer", "misc": "2002-01-03 Addison-Wesley 2001 0-201-70872-8" }
+{ "id": 77, "dblpid": "books/aw/AhoKW88", "title": "The AWK Programming Language", "authors": "Alfred V. Aho Brian W. Kernighan Peter J. Weinberger", "misc": "2002-01-03 Addison-Wesley 1988" }
+{ "id": 78, "dblpid": "books/aw/LindholmY97", "title": "The Java Virtual Machine Specification", "authors": "Tim Lindholm Frank Yellin", "misc": "2002-01-28 Addison-Wesley 1997 0-201-63452-X" }
+{ "id": 79, "dblpid": "books/aw/AhoSU86", "title": "Compilers  Princiles, Techniques, and Tools.", "authors": "Alfred V. Aho Ravi Sethi Jeffrey D. Ullman", "misc": "2002-01-03 Addison-Wesley 1986 0-201-10088-6" }
+{ "id": 80, "dblpid": "books/aw/Sedgewick83", "title": "Algorithms", "authors": "Robert Sedgewick", "misc": "2002-01-03 Addison-Wesley 1983 0-201-06672-6" }
+{ "id": 81, "dblpid": "journals/siamcomp/AspnesW96", "title": "Randomized Consensus in Expected O(n log² n) Operations Per Processor.", "authors": "James Aspnes Orli Waarts", "misc": "2002-01-03 1024-1044 1996 25 SIAM J. Comput. 5 db/journals/siamcomp/siamcomp25.html#AspnesW96" }
+{ "id": 82, "dblpid": "conf/focs/AspnesW92", "title": "Randomized Consensus in Expected O(n log ^2 n) Operations Per Processor", "authors": "James Aspnes Orli Waarts", "misc": "2006-04-25 137-146 conf/focs/FOCS33 1992 FOCS db/conf/focs/focs92.html#AspnesW92" }
+{ "id": 83, "dblpid": "journals/siamcomp/Bloniarz83", "title": "A Shortest-Path Algorithm with Expected Time O(n² log n log* n).", "authors": "Peter A. Bloniarz", "misc": "2002-01-03 588-600 1983 12 SIAM J. Comput. 3 db/journals/siamcomp/siamcomp12.html#Bloniarz83" }
+{ "id": 84, "dblpid": "conf/stoc/Bloniarz80", "title": "A Shortest-Path Algorithm with Expected Time O(n^2 log n log ^* n)", "authors": "Peter A. Bloniarz", "misc": "2006-04-25 378-384 conf/stoc/STOC12 1980 STOC db/conf/stoc/stoc80.html#Bloniarz80" }
+{ "id": 85, "dblpid": "journals/siamcomp/Megiddo83a", "title": "Linear-Time Algorithms for Linear Programming in R³ and Related Problems.", "authors": "Nimrod Megiddo", "misc": "2002-01-03 759-776 1983 12 SIAM J. Comput. 4 db/journals/siamcomp/siamcomp12.html#Megiddo83a" }
+{ "id": 86, "dblpid": "conf/focs/Megiddo82", "title": "Linear-Time Algorithms for Linear Programming in R^3 and Related Problems", "authors": "Nimrod Megiddo", "misc": "2006-04-25 329-338 conf/focs/FOCS23 1982 FOCS db/conf/focs/focs82.html#Megiddo82" }
+{ "id": 87, "dblpid": "journals/siamcomp/MoffatT87", "title": "An All Pairs Shortest Path Algorithm with Expected Time O(n² log n).", "authors": "Alistair Moffat Tadao Takaoka", "misc": "2002-01-03 1023-1031 1987 16 SIAM J. Comput. 6 db/journals/siamcomp/siamcomp16.html#MoffatT87" }
+{ "id": 88, "dblpid": "conf/focs/MoffatT85", "title": "An All Pairs Shortest Path Algorithm with Expected Running Time O(n^2 log n)", "authors": "Alistair Moffat Tadao Takaoka", "misc": "2006-04-25 101-105 conf/focs/FOCS26 1985 FOCS db/conf/focs/focs85.html#MoffatT85" }
+{ "id": 89, "dblpid": "conf/icip/SchonfeldL98", "title": "VORTEX  Video Retrieval and Tracking from Compressed Multimedia Databases.", "authors": "Dan Schonfeld Dan Lelescu", "misc": "2002-11-05 123-127 1998 ICIP (3) db/conf/icip/icip1998-3.html#SchonfeldL98" }
+{ "id": 90, "dblpid": "conf/hicss/SchonfeldL99", "title": "VORTEX  Video Retrieval and Tracking from Compressed Multimedia Databases ¾ Visual Search Engine.", "authors": "Dan Schonfeld Dan Lelescu", "misc": "2002-01-03 1999 HICSS http //computer.org/proceedings/hicss/0001/00013/00013006abs.htm db/conf/hicss/hicss1999-3.html#SchonfeldL99" }
+{ "id": 91, "dblpid": "journals/corr/abs-0802-2861", "title": "Geometric Set Cover and Hitting Sets for Polytopes in $R^3$", "authors": "Sören Laue", "misc": "2008-03-03 http //arxiv.org/abs/0802.2861 2008 CoRR abs/0802.2861 db/journals/corr/corr0802.html#abs-0802-2861 informal publication" }
+{ "id": 92, "dblpid": "conf/stacs/Laue08", "title": "Geometric Set Cover and Hitting Sets for Polytopes in R³.", "authors": "Sören Laue", "misc": "2008-03-04 2008 STACS 479-490 http //drops.dagstuhl.de/opus/volltexte/2008/1367 conf/stacs/2008 db/conf/stacs/stacs2008.html#Laue08" }
+{ "id": 93, "dblpid": "journals/iandc/IbarraJCR91", "title": "Some Classes of Languages in NC¹", "authors": "Oscar H. Ibarra Tao Jiang Jik H. Chang Bala Ravikumar", "misc": "2006-04-25 86-106 Inf. Comput. January 1991 90 1 db/journals/iandc/iandc90.html#IbarraJCR91" }
+{ "id": 94, "dblpid": "conf/awoc/IbarraJRC88", "title": "On Some Languages in NC.", "authors": "Oscar H. Ibarra Tao Jiang Bala Ravikumar Jik H. Chang", "misc": "2002-08-06 64-73 1988 conf/awoc/1988 AWOC db/conf/awoc/awoc88.html#IbarraJRC88" }
+{ "id": 95, "dblpid": "journals/jacm/GalilHLSW87", "title": "An O(n³log n) deterministic and an O(n³) Las Vegs isomorphism test for trivalent graphs.", "authors": "Zvi Galil Christoph M. Hoffmann Eugene M. Luks Claus-Peter Schnorr Andreas Weber", "misc": "2003-11-20 513-531 1987 34 J. ACM 3 http //doi.acm.org/10.1145/28869.28870 db/journals/jacm/jacm34.html#GalilHLSW87" }
+{ "id": 96, "dblpid": "conf/focs/GalilHLSW82", "title": "An O(n^3 log n) Deterministic and an O(n^3) Probabilistic Isomorphism Test for Trivalent Graphs", "authors": "Zvi Galil Christoph M. Hoffmann Eugene M. Luks Claus-Peter Schnorr Andreas Weber", "misc": "2006-04-25 118-125 conf/focs/FOCS23 1982 FOCS db/conf/focs/focs82.html#GalilHLSW82" }
+{ "id": 97, "dblpid": "journals/jacm/GalilT88", "title": "An O(n²(m + n log n)log n) min-cost flow algorithm.", "authors": "Zvi Galil Éva Tardos", "misc": "2003-11-20 374-386 1988 35 J. ACM 2 http //doi.acm.org/10.1145/42282.214090 db/journals/jacm/jacm35.html#GalilT88" }
+{ "id": 98, "dblpid": "conf/focs/GalilT86", "title": "An O(n^2 (m + n log n) log n) Min-Cost Flow Algorithm", "authors": "Zvi Galil Éva Tardos", "misc": "2006-04-25 1-9 conf/focs/FOCS27 1986 FOCS db/conf/focs/focs86.html#GalilT86" }
+{ "id": 99, "dblpid": "series/synthesis/2009Weintraub", "title": "Jordan Canonical Form  Theory and Practice", "authors": "Steven H. Weintraub", "misc": "2009-09-06 Jordan Canonical Form  Theory and Practice http //dx.doi.org/10.2200/S00218ED1V01Y200908MAS006 http //dx.doi.org/10.2200/S00218ED1V01Y200908MAS006 2009 Synthesis Lectures on Mathematics & Statistics Morgan & Claypool Publishers" }
+{ "id": 100, "dblpid": "series/synthesis/2009Brozos", "title": "The Geometry of Walker Manifolds", "authors": "Miguel Brozos-Vázquez Eduardo García-Río Peter Gilkey Stana Nikcevic Rámon Vázquez-Lorenzo", "misc": "2009-09-06 The Geometry of Walker Manifolds http //dx.doi.org/10.2200/S00197ED1V01Y200906MAS005 http //dx.doi.org/10.2200/S00197ED1V01Y200906MAS005 2009 Synthesis Lectures on Mathematics & Statistics Morgan & Claypool Publishers" }
diff --git a/asterix-app/src/test/resources/runtimets/results/scan/30.adm b/asterix-app/src/test/resources/runtimets/results/scan/30.adm
new file mode 100644
index 0000000..6e4f687
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/scan/30.adm
@@ -0,0 +1,100 @@
+{ "id": 2, "dblpid": "books/acm/kim95/Blakeley95", "title": "OQL[C++]  Extending C++ with an Object Query Capability.", "authors": "José A. Blakeley", "misc": "2002-01-03 69-88 Modern Database Systems db/books/collections/kim95.html#Blakeley95 1995" }
+{ "id": 4, "dblpid": "books/acm/kim95/ChristodoulakisK95", "title": "Multimedia Information Systems  Issues and Approaches.", "authors": "Stavros Christodoulakis Leonidas Koveos", "misc": "2002-01-03 318-337 1995 Modern Database Systems db/books/collections/kim95.html#ChristodoulakisK95" }
+{ "id": 6, "dblpid": "books/acm/kim95/DittrichD95", "title": "Where Object-Oriented DBMSs Should Do Better  A Critique Based on Early Experiences.", "authors": "Angelika Kotz Dittrich Klaus R. Dittrich", "misc": "2002-01-03 238-254 1995 Modern Database Systems db/books/collections/kim95.html#DittrichD95" }
+{ "id": 8, "dblpid": "books/acm/kim95/Goodman95", "title": "An Object-Oriented DBMS War Story  Developing a Genome Mapping Database in C++.", "authors": "Nathan Goodman", "misc": "2002-01-03 216-237 1995 Modern Database Systems db/books/collections/kim95.html#Goodman95" }
+{ "id": 10, "dblpid": "books/acm/kim95/KelleyGKRG95", "title": "Schema Architecture of the UniSQL/M Multidatabase System", "authors": "William Kelley Sunit K. Gala Won Kim Tom C. Reyes Bruce Graham", "misc": "2004-03-08 Modern Database Systems books/acm/Kim95 621-648 1995 db/books/collections/kim95.html#KelleyGKRG95" }
+{ "id": 12, "dblpid": "books/acm/kim95/Kim95", "title": "Introduction to Part 1  Next-Generation Database Technology.", "authors": "Won Kim", "misc": "2002-01-03 5-17 1995 Modern Database Systems db/books/collections/kim95.html#Kim95" }
+{ "id": 14, "dblpid": "books/acm/kim95/Kim95b", "title": "Introduction to Part 2  Technology for Interoperating Legacy Databases.", "authors": "Won Kim", "misc": "2002-01-03 515-520 1995 Modern Database Systems db/books/collections/kim95.html#Kim95b" }
+{ "id": 16, "dblpid": "books/acm/kim95/KimG95", "title": "Requirements for a Performance Benchmark for Object-Oriented Database Systems.", "authors": "Won Kim Jorge F. Garza", "misc": "2002-01-03 203-215 1995 Modern Database Systems db/books/collections/kim95.html#KimG95" }
+{ "id": 18, "dblpid": "books/acm/kim95/Kowalski95", "title": "The POSC Solution to Managing E&P Data.", "authors": "Vincent J. Kowalski", "misc": "2002-01-03 281-301 1995 Modern Database Systems db/books/collections/kim95.html#Kowalski95" }
+{ "id": 20, "dblpid": "books/acm/kim95/Lunt95", "title": "Authorization in Object-Oriented Databases.", "authors": "Teresa F. Lunt", "misc": "2002-01-03 130-145 1995 Modern Database Systems db/books/collections/kim95.html#Lunt95" }
+{ "id": 22, "dblpid": "books/acm/kim95/Motro95", "title": "Management of Uncerainty in database Systems.", "authors": "Amihai Motro", "misc": "2002-01-03 457-476 1995 Modern Database Systems db/books/collections/kim95.html#Motro95" }
+{ "id": 24, "dblpid": "books/acm/kim95/OzsuB95", "title": "Query Processing in Object-Oriented Database Systems.", "authors": "M. Tamer Özsu José A. Blakeley", "misc": "2002-01-03 146-174 1995 Modern Database Systems db/books/collections/kim95.html#OzsuB95" }
+{ "id": 26, "dblpid": "books/acm/kim95/Samet95", "title": "Spatial Data Structures.", "authors": "Hanan Samet", "misc": "2004-03-08 361-385 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#Samet95 1995" }
+{ "id": 28, "dblpid": "books/acm/kim95/ShanADDK95", "title": "Pegasus  A Heterogeneous Information Management System.", "authors": "Ming-Chien Shan Rafi Ahmed Jim Davis Weimin Du William Kent", "misc": "2004-03-08 664-682 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#ShanADDK95 1995" }
+{ "id": 30, "dblpid": "books/acm/kim95/SoleyK95", "title": "The OMG Object Model.", "authors": "Richard Mark Soley William Kent", "misc": "2002-01-03 18-41 1995 Modern Database Systems db/books/collections/kim95.html#SoleyK95" }
+{ "id": 32, "dblpid": "books/acm/kim95/Thompson95", "title": "The Changing Database Standards Landscape.", "authors": "Craig W. Thompson", "misc": "2002-01-03 302-317 1995 Modern Database Systems db/books/collections/kim95.html#Thompson95" }
+{ "id": 34, "dblpid": "books/acm/Kim95", "title": "Modern Database Systems  The Object Model, Interoperability, and Beyond.", "authors": "", "misc": "2004-03-08 Won Kim Modern Database Systems ACM Press and Addison-Wesley 1995 0-201-59098-0 db/books/collections/kim95.html" }
+{ "id": 36, "dblpid": "books/aw/kimL89/BjornerstedtH89", "title": "Version Control in an Object-Oriented Architecture.", "authors": "Anders Björnerstedt Christer Hulten", "misc": "2006-02-24 451-485 Object-Oriented Concepts, Databases, and Applications ACM Press and Addison-Wesley 1989 db/books/collections/kim89.html#BjornerstedtH89" }
+{ "id": 38, "dblpid": "books/aw/kimL89/CareyDRS89", "title": "Storage Management in EXODUS.", "authors": "Michael J. Carey David J. DeWitt Joel E. Richardson Eugene J. Shekita", "misc": "2002-01-03 341-369 Object-Oriented Concepts, Databases, and Applications ACM Press and Addison-Wesley 1989 db/books/collections/kim89.html#CareyDRS89" }
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+{ "id": 44, "dblpid": "books/aw/kimL89/KimKD89", "title": "Indexing Techniques for Object-Oriented Databases.", "authors": "Won Kim Kyung-Chang Kim Alfred G. Dale", "misc": "2002-01-03 371-394 Object-Oriented Concepts, Databases, and Applications ACM Press and Addison-Wesley 1989 db/books/collections/kim89.html#KimKD89" }
+{ "id": 46, "dblpid": "books/aw/kimL89/Maier89", "title": "Making Database Systems Fast Enough for CAD Applications.", "authors": "David Maier", "misc": "2002-01-03 573-582 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#Maier89" }
+{ "id": 48, "dblpid": "books/aw/kimL89/Moon89", "title": "The Common List Object-Oriented Programming Language Standard.", "authors": "David A. Moon", "misc": "2002-01-03 49-78 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#Moon89" }
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+{ "id": 52, "dblpid": "books/aw/kimL89/Russinoff89", "title": "Proteus  A Frame-Based Nonmonotonic Inference System.", "authors": "David M. Russinoff", "misc": "2002-01-03 127-150 Object-Oriented Concepts, Databases, and Applications ACM Press and Addison-Wesley 1989 db/books/collections/kim89.html#Russinoff89" }
+{ "id": 54, "dblpid": "books/aw/kimL89/SteinLU89", "title": "A Shared View of Sharing  The Treaty of Orlando.", "authors": "Lynn Andrea Stein Henry Lieberman David Ungar", "misc": "2002-01-03 31-48 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#SteinLU89" }
+{ "id": 56, "dblpid": "books/aw/kimL89/TomlinsonS89", "title": "Concurrent Object-Oriented Programming Languages.", "authors": "Chris Tomlinson Mark Scheevel", "misc": "2002-01-03 79-124 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#TomlinsonS89" }
+{ "id": 58, "dblpid": "books/aw/kimL89/Wand89", "title": "A Proposal for a Formal Model of Objects.", "authors": "Yair Wand", "misc": "2002-01-03 537-559 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#Wand89" }
+{ "id": 60, "dblpid": "books/aw/stonebraker86/RoweS86", "title": "The Commercial INGRES Epilogue.", "authors": "Lawrence A. Rowe Michael Stonebraker", "misc": "2002-01-03 63-82 1986 The INGRES Papers db/books/collections/Stonebraker86.html#RoweS86 db/books/collections/Stonebraker86/RoweS86.html ingres/P063.pdf" }
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+{ "id": 82, "dblpid": "conf/focs/AspnesW92", "title": "Randomized Consensus in Expected O(n log ^2 n) Operations Per Processor", "authors": "James Aspnes Orli Waarts", "misc": "2006-04-25 137-146 conf/focs/FOCS33 1992 FOCS db/conf/focs/focs92.html#AspnesW92" }
+{ "id": 84, "dblpid": "conf/stoc/Bloniarz80", "title": "A Shortest-Path Algorithm with Expected Time O(n^2 log n log ^* n)", "authors": "Peter A. Bloniarz", "misc": "2006-04-25 378-384 conf/stoc/STOC12 1980 STOC db/conf/stoc/stoc80.html#Bloniarz80" }
+{ "id": 86, "dblpid": "conf/focs/Megiddo82", "title": "Linear-Time Algorithms for Linear Programming in R^3 and Related Problems", "authors": "Nimrod Megiddo", "misc": "2006-04-25 329-338 conf/focs/FOCS23 1982 FOCS db/conf/focs/focs82.html#Megiddo82" }
+{ "id": 88, "dblpid": "conf/focs/MoffatT85", "title": "An All Pairs Shortest Path Algorithm with Expected Running Time O(n^2 log n)", "authors": "Alistair Moffat Tadao Takaoka", "misc": "2006-04-25 101-105 conf/focs/FOCS26 1985 FOCS db/conf/focs/focs85.html#MoffatT85" }
+{ "id": 90, "dblpid": "conf/hicss/SchonfeldL99", "title": "VORTEX  Video Retrieval and Tracking from Compressed Multimedia Databases ¾ Visual Search Engine.", "authors": "Dan Schonfeld Dan Lelescu", "misc": "2002-01-03 1999 HICSS http //computer.org/proceedings/hicss/0001/00013/00013006abs.htm db/conf/hicss/hicss1999-3.html#SchonfeldL99" }
+{ "id": 92, "dblpid": "conf/stacs/Laue08", "title": "Geometric Set Cover and Hitting Sets for Polytopes in R³.", "authors": "Sören Laue", "misc": "2008-03-04 2008 STACS 479-490 http //drops.dagstuhl.de/opus/volltexte/2008/1367 conf/stacs/2008 db/conf/stacs/stacs2008.html#Laue08" }
+{ "id": 94, "dblpid": "conf/awoc/IbarraJRC88", "title": "On Some Languages in NC.", "authors": "Oscar H. Ibarra Tao Jiang Bala Ravikumar Jik H. Chang", "misc": "2002-08-06 64-73 1988 conf/awoc/1988 AWOC db/conf/awoc/awoc88.html#IbarraJRC88" }
+{ "id": 96, "dblpid": "conf/focs/GalilHLSW82", "title": "An O(n^3 log n) Deterministic and an O(n^3) Probabilistic Isomorphism Test for Trivalent Graphs", "authors": "Zvi Galil Christoph M. Hoffmann Eugene M. Luks Claus-Peter Schnorr Andreas Weber", "misc": "2006-04-25 118-125 conf/focs/FOCS23 1982 FOCS db/conf/focs/focs82.html#GalilHLSW82" }
+{ "id": 98, "dblpid": "conf/focs/GalilT86", "title": "An O(n^2 (m + n log n) log n) Min-Cost Flow Algorithm", "authors": "Zvi Galil Éva Tardos", "misc": "2006-04-25 1-9 conf/focs/FOCS27 1986 FOCS db/conf/focs/focs86.html#GalilT86" }
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+{ "id": 11, "dblpid": "books/acm/kim95/KemperM95", "title": "Physical Object Management.", "authors": "Alfons Kemper Guido Moerkotte", "misc": "2002-01-03 175-202 1995 Modern Database Systems db/books/collections/kim95.html#KemperM95" }
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+{ "id": 15, "dblpid": "books/acm/kim95/KimCGS95", "title": "On Resolving Schematic Heterogeneity in Multidatabase Systems.", "authors": "Won Kim Injun Choi Sunit K. Gala Mark Scheevel", "misc": "2002-01-03 521-550 1995 Modern Database Systems db/books/collections/kim95.html#KimCGS95" }
+{ "id": 17, "dblpid": "books/acm/kim95/KimK95", "title": "On View Support in Object-Oriented Databases Systems.", "authors": "Won Kim William Kelley", "misc": "2002-01-03 108-129 1995 Modern Database Systems db/books/collections/kim95.html#KimK95" }
+{ "id": 19, "dblpid": "books/acm/kim95/KriegerA95", "title": "C++ Bindings to an Object Database.", "authors": "David Krieger Tim Andrews", "misc": "2002-01-03 89-107 1995 Modern Database Systems db/books/collections/kim95.html#KriegerA95" }
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+{ "id": 23, "dblpid": "books/acm/kim95/Omiecinski95", "title": "Parallel Relational Database Systems.", "authors": "Edward Omiecinski", "misc": "2002-01-03 494-512 1995 Modern Database Systems db/books/collections/kim95.html#Omiecinski95" }
+{ "id": 25, "dblpid": "books/acm/kim95/RusinkiewiczS95", "title": "Specification and Execution of Transactional Workflows.", "authors": "Marek Rusinkiewicz Amit P. Sheth", "misc": "2004-03-08 592-620 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#RusinkiewiczS95 1995" }
+{ "id": 27, "dblpid": "books/acm/kim95/SametA95", "title": "Spatial Data Models and Query Processing.", "authors": "Hanan Samet Walid G. Aref", "misc": "2002-01-03 338-360 1995 Modern Database Systems db/books/collections/kim95.html#SametA95" }
+{ "id": 29, "dblpid": "books/acm/kim95/Snodgrass95", "title": "Temporal Object-Oriented Databases  A Critical Comparison.", "authors": "Richard T. Snodgrass", "misc": "2002-01-03 386-408 1995 Modern Database Systems db/books/collections/kim95.html#Snodgrass95" }
+{ "id": 31, "dblpid": "books/acm/kim95/Stout95", "title": "EDA/SQL.", "authors": "Ralph L. Stout", "misc": "2004-03-08 649-663 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#Stout95 1995" }
+{ "id": 33, "dblpid": "books/acm/kim95/BreitbartR95", "title": "Overview of the ADDS System.", "authors": "Yuri Breitbart Tom C. Reyes", "misc": "2009-06-12 683-701 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#BreitbartR95 1995" }
+{ "id": 35, "dblpid": "books/ap/MarshallO79", "title": "Inequalities  Theory of Majorization and Its Application.", "authors": "Albert W. Marshall Ingram Olkin", "misc": "2002-01-03 Academic Press 1979 0-12-473750-1" }
+{ "id": 37, "dblpid": "books/aw/kimL89/BretlMOPSSWW89", "title": "The GemStone Data Management System.", "authors": "Robert Bretl David Maier Allen Otis D. Jason Penney Bruce Schuchardt Jacob Stein E. Harold Williams Monty Williams", "misc": "2002-01-03 283-308 Object-Oriented Concepts, Databases, and Applications ACM Press and Addison-Wesley 1989 db/books/collections/kim89.html#BretlMOPSSWW89" }
+{ "id": 39, "dblpid": "books/aw/kimL89/Decouchant89", "title": "A Distributed Object Manager for the Smalltalk-80 System.", "authors": "Dominique Decouchant", "misc": "2002-01-03 487-520 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#Decouchant89" }
+{ "id": 41, "dblpid": "books/aw/kimL89/EllisG89", "title": "Active Objects  Ealities and Possibilities.", "authors": "Clarence A. Ellis Simon J. Gibbs", "misc": "2002-01-03 561-572 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#EllisG89" }
+{ "id": 43, "dblpid": "books/aw/kimL89/KimBCGW89", "title": "Features of the ORION Object-Oriented Database System.", "authors": "Won Kim Nat Ballou Hong-Tai Chou Jorge F. Garza Darrell Woelk", "misc": "2002-01-03 251-282 Object-Oriented Concepts, Databases, and Applications ACM Press and Addison-Wesley 1989 db/books/collections/kim89.html#KimBCGW89" }
+{ "id": 45, "dblpid": "books/aw/kimL89/King89", "title": "My Cat Is Object-Oriented.", "authors": "Roger King", "misc": "2002-01-03 23-30 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#King89" }
+{ "id": 47, "dblpid": "books/aw/kimL89/MellenderRS89", "title": "Optimizing Smalltalk Message Performance.", "authors": "Fred Mellender Steve Riegel Andrew Straw", "misc": "2002-01-03 423-450 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#MellenderRS89" }
+{ "id": 49, "dblpid": "books/aw/kimL89/Moss89", "title": "Object Orientation as Catalyst for Language-Database Inegration.", "authors": "J. Eliot B. Moss", "misc": "2002-01-03 583-592 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#Moss89" }
+{ "id": 51, "dblpid": "books/aw/kimL89/NierstraszT89", "title": "Integrated Office Systems.", "authors": "Oscar Nierstrasz Dennis Tsichritzis", "misc": "2002-01-03 199-215 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#NierstraszT89" }
+{ "id": 53, "dblpid": "books/aw/kimL89/SkarraZ89", "title": "Concurrency Control and Object-Oriented Databases.", "authors": "Andrea H. Skarra Stanley B. Zdonik", "misc": "2002-01-03 395-421 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#SkarraZ89" }
+{ "id": 55, "dblpid": "books/aw/kimL89/TarltonT89", "title": "Pogo  A Declarative Representation System for Graphics.", "authors": "Mark A. Tarlton P. Nong Tarlton", "misc": "2002-01-03 151-176 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#TarltonT89" }
+{ "id": 57, "dblpid": "books/aw/kimL89/TsichritzisN89", "title": "Directions in Object-Oriented Research.", "authors": "Dennis Tsichritzis Oscar Nierstrasz", "misc": "2002-01-03 523-536 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#TsichritzisN89" }
+{ "id": 59, "dblpid": "books/aw/kimL89/WeiserL89", "title": "OZ+  An Object-Oriented Database System.", "authors": "Stephen P. Weiser Frederick H. Lochovsky", "misc": "2002-01-03 309-337 1989 Object-Oriented Concepts, Databases, and Applications db/books/collections/kim89.html#WeiserL89" }
+{ "id": 61, "dblpid": "books/aw/stonebraker86/Stonebraker86", "title": "Design of Relational Systems (Introduction to Section 1).", "authors": "Michael Stonebraker", "misc": "2002-01-03 1-3 1986 The INGRES Papers db/books/collections/Stonebraker86.html#Stonebraker86 db/books/collections/Stonebraker86/Stonebraker86.html ingres/P001.pdf" }
+{ "id": 63, "dblpid": "books/aw/stonebraker86/Stonebraker86b", "title": "Distributed Database Systems (Introduction to Section 3).", "authors": "Michael Stonebraker", "misc": "2002-01-03 183-186 1986 The INGRES Papers db/books/collections/Stonebraker86.html#Stonebraker86b db/books/collections/Stonebraker86/Stonebraker86b.html ingres/P183.pdf" }
+{ "id": 65, "dblpid": "books/aw/stonebraker86/Stonebraker86d", "title": "User Interfaces for Database Systems (Introduction to Section 4).", "authors": "Michael Stonebraker", "misc": "2002-01-03 243-245 1986 The INGRES Papers db/books/collections/Stonebraker86.html#Stonebraker86d db/books/collections/Stonebraker86/Stonebraker86d.html ingres/P243.pdf" }
+{ "id": 67, "dblpid": "books/aw/stonebraker86/Stonebraker86f", "title": "Database Design (Introduction to Section 6).", "authors": "Michael Stonebraker", "misc": "2002-01-03 393-394 1986 The INGRES Papers db/books/collections/Stonebraker86.html#Stonebraker86f db/books/collections/Stonebraker86/Stonebraker86f.html ingres/P393.pdf" }
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+{ "id": 73, "dblpid": "books/aw/AhoHU74", "title": "The Design and Analysis of Computer Algorithms.", "authors": "Alfred V. Aho John E. Hopcroft Jeffrey D. Ullman", "misc": "2002-01-03 Addison-Wesley 1974 0-201-00029-6" }
+{ "id": 75, "dblpid": "books/aw/AhoHU83", "title": "Data Structures and Algorithms.", "authors": "Alfred V. Aho John E. Hopcroft Jeffrey D. Ullman", "misc": "2002-01-03 Addison-Wesley 1983 0-201-00023-7" }
+{ "id": 77, "dblpid": "books/aw/AhoKW88", "title": "The AWK Programming Language", "authors": "Alfred V. Aho Brian W. Kernighan Peter J. Weinberger", "misc": "2002-01-03 Addison-Wesley 1988" }
+{ "id": 79, "dblpid": "books/aw/AhoSU86", "title": "Compilers  Princiles, Techniques, and Tools.", "authors": "Alfred V. Aho Ravi Sethi Jeffrey D. Ullman", "misc": "2002-01-03 Addison-Wesley 1986 0-201-10088-6" }
+{ "id": 81, "dblpid": "journals/siamcomp/AspnesW96", "title": "Randomized Consensus in Expected O(n log² n) Operations Per Processor.", "authors": "James Aspnes Orli Waarts", "misc": "2002-01-03 1024-1044 1996 25 SIAM J. Comput. 5 db/journals/siamcomp/siamcomp25.html#AspnesW96" }
+{ "id": 83, "dblpid": "journals/siamcomp/Bloniarz83", "title": "A Shortest-Path Algorithm with Expected Time O(n² log n log* n).", "authors": "Peter A. Bloniarz", "misc": "2002-01-03 588-600 1983 12 SIAM J. Comput. 3 db/journals/siamcomp/siamcomp12.html#Bloniarz83" }
+{ "id": 85, "dblpid": "journals/siamcomp/Megiddo83a", "title": "Linear-Time Algorithms for Linear Programming in R³ and Related Problems.", "authors": "Nimrod Megiddo", "misc": "2002-01-03 759-776 1983 12 SIAM J. Comput. 4 db/journals/siamcomp/siamcomp12.html#Megiddo83a" }
+{ "id": 87, "dblpid": "journals/siamcomp/MoffatT87", "title": "An All Pairs Shortest Path Algorithm with Expected Time O(n² log n).", "authors": "Alistair Moffat Tadao Takaoka", "misc": "2002-01-03 1023-1031 1987 16 SIAM J. Comput. 6 db/journals/siamcomp/siamcomp16.html#MoffatT87" }
+{ "id": 89, "dblpid": "conf/icip/SchonfeldL98", "title": "VORTEX  Video Retrieval and Tracking from Compressed Multimedia Databases.", "authors": "Dan Schonfeld Dan Lelescu", "misc": "2002-11-05 123-127 1998 ICIP (3) db/conf/icip/icip1998-3.html#SchonfeldL98" }
+{ "id": 91, "dblpid": "journals/corr/abs-0802-2861", "title": "Geometric Set Cover and Hitting Sets for Polytopes in $R^3$", "authors": "Sören Laue", "misc": "2008-03-03 http //arxiv.org/abs/0802.2861 2008 CoRR abs/0802.2861 db/journals/corr/corr0802.html#abs-0802-2861 informal publication" }
+{ "id": 93, "dblpid": "journals/iandc/IbarraJCR91", "title": "Some Classes of Languages in NC¹", "authors": "Oscar H. Ibarra Tao Jiang Jik H. Chang Bala Ravikumar", "misc": "2006-04-25 86-106 Inf. Comput. January 1991 90 1 db/journals/iandc/iandc90.html#IbarraJCR91" }
+{ "id": 95, "dblpid": "journals/jacm/GalilHLSW87", "title": "An O(n³log n) deterministic and an O(n³) Las Vegs isomorphism test for trivalent graphs.", "authors": "Zvi Galil Christoph M. Hoffmann Eugene M. Luks Claus-Peter Schnorr Andreas Weber", "misc": "2003-11-20 513-531 1987 34 J. ACM 3 http //doi.acm.org/10.1145/28869.28870 db/journals/jacm/jacm34.html#GalilHLSW87" }
+{ "id": 97, "dblpid": "journals/jacm/GalilT88", "title": "An O(n²(m + n log n)log n) min-cost flow algorithm.", "authors": "Zvi Galil Éva Tardos", "misc": "2003-11-20 374-386 1988 35 J. ACM 2 http //doi.acm.org/10.1145/42282.214090 db/journals/jacm/jacm35.html#GalilT88" }
+{ "id": 99, "dblpid": "series/synthesis/2009Weintraub", "title": "Jordan Canonical Form  Theory and Practice", "authors": "Steven H. Weintraub", "misc": "2009-09-06 Jordan Canonical Form  Theory and Practice http //dx.doi.org/10.2200/S00218ED1V01Y200908MAS006 http //dx.doi.org/10.2200/S00218ED1V01Y200908MAS006 2009 Synthesis Lectures on Mathematics & Statistics Morgan & Claypool Publishers" }
diff --git a/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01.adm b/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01.adm
new file mode 100644
index 0000000..3fad2e3
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01.adm
@@ -0,0 +1 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/scan/numeric_types_01.adm b/asterix-app/src/test/resources/runtimets/results/scan/numeric_types_01.adm
new file mode 100644
index 0000000..597c28a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/scan/numeric_types_01.adm
@@ -0,0 +1,2 @@
+{ "id": 10, "int8Field": 48i8, "int16Field": -16i16, "int32Field": -32, "int64Field": -64i64, "floatField": 64.0f, "doubleField": 64.0d, "int8Field2": 48i8, "int16Field2": 16i16, "int32Field2": 32, "int64Field2": 64i64, "int8Field3": 48i8, "int16Field3": 16i16, "int32Field3": 32, "int64Field3": 64i64, "int8Field4": -48i8, "int16Field4": -16i16, "int32Field4": -32, "int64Field4": -64i64, "floatco2": 0.64f, "doubleco2": 0.64d, "floatco3": 64.1f, "doubleco3": 64.1d, "floatco4": 4.9999999E10f, "doubleco4": 5.0E10d, "floatco5": 4.9999999E10f, "doubleco5": 5.0E10d, "floatco6": 5.0E-10f, "doubleco6": 5.0E-10d }
+{ "id": 11, "int8Field": null, "int16Field": null, "int32Field": null, "int64Field": null, "floatField": null, "doubleField": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/scan/numeric_types_02.adm b/asterix-app/src/test/resources/runtimets/results/scan/numeric_types_02.adm
new file mode 100644
index 0000000..597c28a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/scan/numeric_types_02.adm
@@ -0,0 +1,2 @@
+{ "id": 10, "int8Field": 48i8, "int16Field": -16i16, "int32Field": -32, "int64Field": -64i64, "floatField": 64.0f, "doubleField": 64.0d, "int8Field2": 48i8, "int16Field2": 16i16, "int32Field2": 32, "int64Field2": 64i64, "int8Field3": 48i8, "int16Field3": 16i16, "int32Field3": 32, "int64Field3": 64i64, "int8Field4": -48i8, "int16Field4": -16i16, "int32Field4": -32, "int64Field4": -64i64, "floatco2": 0.64f, "doubleco2": 0.64d, "floatco3": 64.1f, "doubleco3": 64.1d, "floatco4": 4.9999999E10f, "doubleco4": 5.0E10d, "floatco5": 4.9999999E10f, "doubleco5": 5.0E10d, "floatco6": 5.0E-10f, "doubleco6": 5.0E-10d }
+{ "id": 11, "int8Field": null, "int16Field": null, "int32Field": null, "int64Field": null, "floatField": null, "doubleField": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/scan/spatial_types_01.adm b/asterix-app/src/test/resources/runtimets/results/scan/spatial_types_01.adm
new file mode 100644
index 0000000..0cbaa8d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/scan/spatial_types_01.adm
@@ -0,0 +1 @@
+{ "id": 10, "point": point("41.0,44.0"), "point3d": point3d("44.0,13.0,41.0"), "line": line("10.1,11.1 10.2,11.2"), "polygon": polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), "circle": circle("10.1,11.1 10.2"), "point2": point("41.0,44.0"), "point3d2": point3d("44.0,13.0,41.0"), "line2": line("10.1,11.1 10.2,11.2"), "polygon2": polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), "circle2": circle("10.1,11.1 10.2") }
diff --git a/asterix-app/src/test/resources/runtimets/results/scan/spatial_types_02.adm b/asterix-app/src/test/resources/runtimets/results/scan/spatial_types_02.adm
new file mode 100644
index 0000000..c2c3119
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/scan/spatial_types_02.adm
@@ -0,0 +1 @@
+{ "id": 10, "point": point("41.0,44.0"), "point3d": point3d("44.0,13.0,41.0"), "line": line("10.1,11.1 10.2,11.2"), "polygon": polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), "circle": circle("10.1,11.1 10.2") }
diff --git a/asterix-app/src/test/resources/runtimets/results/scan/temp_types_01.adm b/asterix-app/src/test/resources/runtimets/results/scan/temp_types_01.adm
new file mode 100644
index 0000000..013a0cb
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/scan/temp_types_01.adm
@@ -0,0 +1 @@
+{ "id": 10, "date": date("2011-01-27+00:00"), "time": time("12:20:30:000+00:00"), "datetime": datetime("1951-12-27T12:20:30:000+00:00"), "duration": duration("D30Y10M15DT10H30M50S"), "date2": date("2011-01-27-05:00"), "time2": time("12:20:30:980-05:00"), "datetime2": datetime("1951-12-27T12:20:30:240-08:45"), "duration2": duration("D0Y10M15DT10H0M50S"), "date3": date("-2011-01-27-05:00"), "time3": time("12:20:30:980+00:00"), "datetime3": datetime("-1951-12-27T12:20:30:240-08:15"), "duration3": duration("-D0Y0M0DT0H0M50S"), "date4": date("-2011-01-27+00:00"), "time4": time("12:20:30:000+00:00"), "datetime4": datetime("-1951-12-27T12:20:30:240+00:00"), "duration4": duration("-D0Y10M0DT0H0M0S"), "date5": date("2011-01-27+00:00"), "time5": time("12:20:30:000+00:00"), "datetime5": datetime("1951-12-27T12:20:30:000+00:00"), "duration5": duration("D30Y10M15DT10H30M50S") }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/scan/temp_types_02.adm b/asterix-app/src/test/resources/runtimets/results/scan/temp_types_02.adm
new file mode 100644
index 0000000..f87b1e5
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/scan/temp_types_02.adm
@@ -0,0 +1,4 @@
+{ "id": 10, "date": date("2011-01-27+00:00"), "time": time("12:20:30:000+00:00"), "datetime": datetime("1951-12-27T12:20:30:000+00:00"), "duration": duration("D30Y10M15DT10H30M50S") }
+{ "id": 20, "date": date("2011-01-27-05:00"), "time": time("12:20:30:980-05:00"), "datetime": datetime("1951-12-27T12:20:30:240-08:45"), "duration": duration("D0Y10M15DT10H0M50S") }
+{ "id": 30, "date": date("-2011-01-27-05:00"), "time": time("12:20:30:980+00:00"), "datetime": datetime("-1951-12-27T12:20:30:240-08:15"), "duration": duration("-D0Y0M0DT0H0M50S") }
+{ "id": 40, "date": date("-2011-01-27+00:00"), "time": time("12:20:30:000+00:00"), "datetime": datetime("-1951-12-27T12:20:30:240+00:00"), "duration": duration("-D0Y10M0DT0H0M0S") }
diff --git a/asterix-app/src/test/resources/runtimets/results/semistructured/count-nullable.adm b/asterix-app/src/test/resources/runtimets/results/semistructured/count-nullable.adm
new file mode 100644
index 0000000..930767c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/semistructured/count-nullable.adm
@@ -0,0 +1,3 @@
+{ "custage": null, "count": 2 }
+{ "custage": 10, "count": 1 }
+{ "custage": 15, "count": 1 }
diff --git a/asterix-app/src/test/resources/runtimets/results/semistructured/cust-filter.adm b/asterix-app/src/test/resources/runtimets/results/semistructured/cust-filter.adm
new file mode 100644
index 0000000..ed303b9
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/semistructured/cust-filter.adm
@@ -0,0 +1,2 @@
+{ "custname": "Kenny Laychock", "custage": 15 }
+{ "custname": "Dorie Lave", "custage": 10 }
diff --git a/asterix-app/src/test/resources/runtimets/results/semistructured/has-param1.adm b/asterix-app/src/test/resources/runtimets/results/semistructured/has-param1.adm
new file mode 100644
index 0000000..0c0bf27
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/semistructured/has-param1.adm
@@ -0,0 +1,2 @@
+{ "oid": 4607, "cid": 617, "orderstatus": "PAYMENT_RECEIVED", "orderpriority": "LOW", "clerk": "Cathrin", "total": 15.917521f, "param1": 1916158800, "param2": 2065595214, "param3": -298140108, "param4": 1498292871, "param5": 155414348, "param6": 731003746, "param7": 235979605, "param8": -990597878, "param9": 1976842572, "param10": -1736593971 }
+{ "oid": 4608, "cid": 617, "orderstatus": "ORDER_SHIPPED", "orderpriority": "MEDIUM", "clerk": "Kathrin", "total": 28.679825f, "param1": -1951001249, "param2": 796428052, "param3": -750694771, "param4": 2032084887, "param5": 1156211934, "param6": -173714105, "param7": -710899646, "param8": -1371413929, "param9": -133847829, "param10": -876068261 }
diff --git a/asterix-app/src/test/resources/runtimets/results/similarity/edit-distance-check_01.adm b/asterix-app/src/test/resources/runtimets/results/similarity/edit-distance-check_01.adm
new file mode 100644
index 0000000..bd48346
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/similarity/edit-distance-check_01.adm
@@ -0,0 +1 @@
+[ true, 3 ]
diff --git a/asterix-app/src/test/resources/runtimets/results/similarity/edit-distance-check_02.adm b/asterix-app/src/test/resources/runtimets/results/similarity/edit-distance-check_02.adm
new file mode 100644
index 0000000..a2f763f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/similarity/edit-distance-check_02.adm
@@ -0,0 +1 @@
+[ false, 2147483647 ]
diff --git a/asterix-app/src/test/resources/runtimets/results/similarity/edit-distance-check_03.adm b/asterix-app/src/test/resources/runtimets/results/similarity/edit-distance-check_03.adm
new file mode 100644
index 0000000..bd48346
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/similarity/edit-distance-check_03.adm
@@ -0,0 +1 @@
+[ true, 3 ]
diff --git a/asterix-app/src/test/resources/runtimets/results/similarity/edit-distance-check_04.adm b/asterix-app/src/test/resources/runtimets/results/similarity/edit-distance-check_04.adm
new file mode 100644
index 0000000..a2f763f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/similarity/edit-distance-check_04.adm
@@ -0,0 +1 @@
+[ false, 2147483647 ]
diff --git a/asterix-app/src/test/resources/runtimets/results/similarity/edit-distance_01.adm b/asterix-app/src/test/resources/runtimets/results/similarity/edit-distance_01.adm
new file mode 100644
index 0000000..00750ed
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/similarity/edit-distance_01.adm
@@ -0,0 +1 @@
+3
diff --git a/asterix-app/src/test/resources/runtimets/results/similarity/edit-distance_02.adm b/asterix-app/src/test/resources/runtimets/results/similarity/edit-distance_02.adm
new file mode 100644
index 0000000..00750ed
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/similarity/edit-distance_02.adm
@@ -0,0 +1 @@
+3
diff --git a/asterix-app/src/test/resources/runtimets/results/similarity/prefix-len-jaccard_01.adm b/asterix-app/src/test/resources/runtimets/results/similarity/prefix-len-jaccard_01.adm
new file mode 100644
index 0000000..b1811f3
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/similarity/prefix-len-jaccard_01.adm
@@ -0,0 +1 @@
+[ 2, 1, 3, 2, 4, 2 ]
diff --git a/asterix-app/src/test/resources/runtimets/results/similarity/similarity-jaccard-check_01.adm b/asterix-app/src/test/resources/runtimets/results/similarity/similarity-jaccard-check_01.adm
new file mode 100644
index 0000000..d3c43af
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/similarity/similarity-jaccard-check_01.adm
@@ -0,0 +1 @@
+[ true, 0.7f ]
diff --git a/asterix-app/src/test/resources/runtimets/results/similarity/similarity-jaccard-check_02.adm b/asterix-app/src/test/resources/runtimets/results/similarity/similarity-jaccard-check_02.adm
new file mode 100644
index 0000000..bab8fb3
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/similarity/similarity-jaccard-check_02.adm
@@ -0,0 +1 @@
+[ false, 0.0f ]
diff --git a/asterix-app/src/test/resources/runtimets/results/similarity/similarity-jaccard-prefix-check_01.adm b/asterix-app/src/test/resources/runtimets/results/similarity/similarity-jaccard-prefix-check_01.adm
new file mode 100644
index 0000000..581a06e
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/similarity/similarity-jaccard-prefix-check_01.adm
@@ -0,0 +1 @@
+[ [ true, 1.0f ], [ true, 0.5f ], [ false, 0.0f ], [ false, 0.0f ], [ true, 0.5f ], [ true, 0.33333334f ] ]
diff --git a/asterix-app/src/test/resources/runtimets/results/similarity/similarity-jaccard-prefix_01.adm b/asterix-app/src/test/resources/runtimets/results/similarity/similarity-jaccard-prefix_01.adm
new file mode 100644
index 0000000..351231e
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/similarity/similarity-jaccard-prefix_01.adm
@@ -0,0 +1 @@
+[ 1.0f, 0.5f, 0.0f, 0.0f, 0.5f, 0.33333334f ]
diff --git a/asterix-app/src/test/resources/runtimets/results/similarity/similarity-jaccard_01.adm b/asterix-app/src/test/resources/runtimets/results/similarity/similarity-jaccard_01.adm
new file mode 100644
index 0000000..31c8d6d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/similarity/similarity-jaccard_01.adm
@@ -0,0 +1 @@
+0.7f
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/similarity/similarity-jaccard_02.adm b/asterix-app/src/test/resources/runtimets/results/similarity/similarity-jaccard_02.adm
new file mode 100644
index 0000000..118f6bd
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/similarity/similarity-jaccard_02.adm
@@ -0,0 +1 @@
+0.0f
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/similarity/similarity-jaccard_03.adm b/asterix-app/src/test/resources/runtimets/results/similarity/similarity-jaccard_03.adm
new file mode 100644
index 0000000..118f6bd
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/similarity/similarity-jaccard_03.adm
@@ -0,0 +1 @@
+0.0f
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/spatial/cell-aggregation-with-filtering.adm b/asterix-app/src/test/resources/runtimets/results/spatial/cell-aggregation-with-filtering.adm
new file mode 100644
index 0000000..e95bac0
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/spatial/cell-aggregation-with-filtering.adm
@@ -0,0 +1,2 @@
+{ "cell": rectangle("33.5,-101.5 | 36.5,-98.5"), "count": 1 }
+{ "cell": rectangle("33.5,-98.5 | 36.5,-95.5"), "count": 2 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/spatial/cell-aggregation.adm b/asterix-app/src/test/resources/runtimets/results/spatial/cell-aggregation.adm
new file mode 100644
index 0000000..137ed1c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/spatial/cell-aggregation.adm
@@ -0,0 +1,3 @@
+{ "cell": rectangle("5.0,5.0 | 10.0,10.0"), "count": 1 }
+{ "cell": rectangle("5.0,0.0 | 10.0,5.0"), "count": 3 }
+{ "cell": rectangle("0.0,0.0 | 5.0,5.0"), "count": 12 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/spatial/circle-intersect-circle.adm b/asterix-app/src/test/resources/runtimets/results/spatial/circle-intersect-circle.adm
new file mode 100644
index 0000000..c294669
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/spatial/circle-intersect-circle.adm
@@ -0,0 +1,19 @@
+{ "id": 1 }
+{ "id": 2 }
+{ "id": 3 }
+{ "id": 4 }
+{ "id": 5 }
+{ "id": 6 }
+{ "id": 7 }
+{ "id": 8 }
+{ "id": 9 }
+{ "id": 10 }
+{ "id": 11 }
+{ "id": 12 }
+{ "id": 13 }
+{ "id": 14 }
+{ "id": 15 }
+{ "id": 16 }
+{ "id": 17 }
+{ "id": 18 }
+{ "id": 19 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/spatial/distance-between-points.adm b/asterix-app/src/test/resources/runtimets/results/spatial/distance-between-points.adm
new file mode 100644
index 0000000..2dc063d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/spatial/distance-between-points.adm
@@ -0,0 +1,19 @@
+{ "id": 1, "distance": 8.112336284942828d }
+{ "id": 2, "distance": 85.14105547296204d }
+{ "id": 3, "distance": 90.45204911653468d }
+{ "id": 4, "distance": 90.45204911653468d }
+{ "id": 5, "distance": 90.45204911653468d }
+{ "id": 6, "distance": 90.45204911653468d }
+{ "id": 7, "distance": 90.45204911653468d }
+{ "id": 8, "distance": 90.45204911653468d }
+{ "id": 9, "distance": 5.0990195135927845d }
+{ "id": 10, "distance": 3.605551275463989d }
+{ "id": 11, "distance": 4.9d }
+{ "id": 12, "distance": 6.708203932499369d }
+{ "id": 13, "distance": 7.0710678118654755d }
+{ "id": 14, "distance": 7.212489168102785d }
+{ "id": 15, "distance": 3.605551275463989d }
+{ "id": 16, "distance": 3.605551275463989d }
+{ "id": 17, "distance": 8.112336284942828d }
+{ "id": 18, "distance": 3.605551275463989d }
+{ "id": 19, "distance": 3.605551275463989d }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/spatial/line-intersect-circle.adm b/asterix-app/src/test/resources/runtimets/results/spatial/line-intersect-circle.adm
new file mode 100644
index 0000000..b61f96b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/spatial/line-intersect-circle.adm
@@ -0,0 +1,11 @@
+{ "id": 2 }
+{ "id": 3 }
+{ "id": 10 }
+{ "id": 11 }
+{ "id": 12 }
+{ "id": 13 }
+{ "id": 14 }
+{ "id": 15 }
+{ "id": 16 }
+{ "id": 18 }
+{ "id": 19 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/spatial/line-intersect-line.adm b/asterix-app/src/test/resources/runtimets/results/spatial/line-intersect-line.adm
new file mode 100644
index 0000000..edaf4a8
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/spatial/line-intersect-line.adm
@@ -0,0 +1,2 @@
+{ "id": 1 }
+{ "id": 17 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/spatial/line-intersect-polygon.adm b/asterix-app/src/test/resources/runtimets/results/spatial/line-intersect-polygon.adm
new file mode 100644
index 0000000..2c35f21
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/spatial/line-intersect-polygon.adm
@@ -0,0 +1,2 @@
+{ "id": 2 }
+{ "id": 3 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/spatial/line-intersect-rectangle.adm b/asterix-app/src/test/resources/runtimets/results/spatial/line-intersect-rectangle.adm
new file mode 100644
index 0000000..bea5d1d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/spatial/line-intersect-rectangle.adm
@@ -0,0 +1,13 @@
+{ "id": 1 }
+{ "id": 2 }
+{ "id": 3 }
+{ "id": 7 }
+{ "id": 10 }
+{ "id": 11 }
+{ "id": 12 }
+{ "id": 13 }
+{ "id": 14 }
+{ "id": 15 }
+{ "id": 16 }
+{ "id": 18 }
+{ "id": 19 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/spatial/point-equals-point.adm b/asterix-app/src/test/resources/runtimets/results/spatial/point-equals-point.adm
new file mode 100644
index 0000000..5166976
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/spatial/point-equals-point.adm
@@ -0,0 +1 @@
+{ "id": 9 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/spatial/point-in-circle.adm b/asterix-app/src/test/resources/runtimets/results/spatial/point-in-circle.adm
new file mode 100644
index 0000000..ad75861
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/spatial/point-in-circle.adm
@@ -0,0 +1,6 @@
+{ "id": 10 }
+{ "id": 11 }
+{ "id": 15 }
+{ "id": 16 }
+{ "id": 18 }
+{ "id": 19 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/spatial/point-in-polygon.adm b/asterix-app/src/test/resources/runtimets/results/spatial/point-in-polygon.adm
new file mode 100644
index 0000000..2ffad7c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/spatial/point-in-polygon.adm
@@ -0,0 +1 @@
+{ "id": 12 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/spatial/point-in-rectangle.adm b/asterix-app/src/test/resources/runtimets/results/spatial/point-in-rectangle.adm
new file mode 100644
index 0000000..bc9537a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/spatial/point-in-rectangle.adm
@@ -0,0 +1,2 @@
+{ "id": 1 }
+{ "id": 10 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/spatial/point-on-line.adm b/asterix-app/src/test/resources/runtimets/results/spatial/point-on-line.adm
new file mode 100644
index 0000000..d5bf8d4
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/spatial/point-on-line.adm
@@ -0,0 +1,4 @@
+{ "id": 1 }
+{ "id": 9 }
+{ "id": 10 }
+{ "id": 17 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/spatial/polygon-intersect-circle.adm b/asterix-app/src/test/resources/runtimets/results/spatial/polygon-intersect-circle.adm
new file mode 100644
index 0000000..e5293c9
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/spatial/polygon-intersect-circle.adm
@@ -0,0 +1,10 @@
+{ "id": 10 }
+{ "id": 11 }
+{ "id": 12 }
+{ "id": 13 }
+{ "id": 14 }
+{ "id": 15 }
+{ "id": 16 }
+{ "id": 17 }
+{ "id": 18 }
+{ "id": 19 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/spatial/polygon-intersect-polygon.adm b/asterix-app/src/test/resources/runtimets/results/spatial/polygon-intersect-polygon.adm
new file mode 100644
index 0000000..1cfa2dd
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/spatial/polygon-intersect-polygon.adm
@@ -0,0 +1,13 @@
+{ "id": 3 }
+{ "id": 4 }
+{ "id": 6 }
+{ "id": 8 }
+{ "id": 10 }
+{ "id": 11 }
+{ "id": 12 }
+{ "id": 13 }
+{ "id": 14 }
+{ "id": 15 }
+{ "id": 16 }
+{ "id": 17 }
+{ "id": 19 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/spatial/polygon-intersect-rectangle.adm b/asterix-app/src/test/resources/runtimets/results/spatial/polygon-intersect-rectangle.adm
new file mode 100644
index 0000000..a602b8d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/spatial/polygon-intersect-rectangle.adm
@@ -0,0 +1,8 @@
+{ "id": 1 }
+{ "id": 2 }
+{ "id": 3 }
+{ "id": 4 }
+{ "id": 6 }
+{ "id": 9 }
+{ "id": 12 }
+{ "id": 17 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/spatial/rectangle-intersect-circle.adm b/asterix-app/src/test/resources/runtimets/results/spatial/rectangle-intersect-circle.adm
new file mode 100644
index 0000000..62f32d0
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/spatial/rectangle-intersect-circle.adm
@@ -0,0 +1,18 @@
+{ "id": 1 }
+{ "id": 2 }
+{ "id": 3 }
+{ "id": 4 }
+{ "id": 5 }
+{ "id": 6 }
+{ "id": 8 }
+{ "id": 9 }
+{ "id": 10 }
+{ "id": 11 }
+{ "id": 12 }
+{ "id": 13 }
+{ "id": 14 }
+{ "id": 15 }
+{ "id": 16 }
+{ "id": 17 }
+{ "id": 18 }
+{ "id": 19 }
diff --git a/asterix-app/src/test/resources/runtimets/results/spatial/rectangle-intersect-rectangle.adm b/asterix-app/src/test/resources/runtimets/results/spatial/rectangle-intersect-rectangle.adm
new file mode 100644
index 0000000..e18550c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/spatial/rectangle-intersect-rectangle.adm
@@ -0,0 +1,2 @@
+{ "id": 1 }
+{ "id": 7 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/spatial/spatial-area.adm b/asterix-app/src/test/resources/runtimets/results/spatial/spatial-area.adm
new file mode 100644
index 0000000..cf88532
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/spatial/spatial-area.adm
@@ -0,0 +1 @@
+{ "polygonArea": 6.0d, "circleArea": 3.14159265d, "rectangleArea": 24.0d }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/string/contains_01.adm b/asterix-app/src/test/resources/runtimets/results/string/contains_01.adm
new file mode 100644
index 0000000..5e4032e
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/string/contains_01.adm
@@ -0,0 +1 @@
+[ true, false ]
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/string/ends-with_01.adm b/asterix-app/src/test/resources/runtimets/results/string/ends-with_01.adm
new file mode 100644
index 0000000..f849211
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/string/ends-with_01.adm
@@ -0,0 +1 @@
+[ false, true ]
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/string/like_01.adm b/asterix-app/src/test/resources/runtimets/results/string/like_01.adm
new file mode 100644
index 0000000..5e4032e
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/string/like_01.adm
@@ -0,0 +1 @@
+[ true, false ]
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/string/like_null.adm b/asterix-app/src/test/resources/runtimets/results/string/like_null.adm
new file mode 100644
index 0000000..f31db65
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/string/like_null.adm
@@ -0,0 +1 @@
+{ "field1": null, "field2": null }
diff --git a/asterix-app/src/test/resources/runtimets/results/string/starts-with_01.adm b/asterix-app/src/test/resources/runtimets/results/string/starts-with_01.adm
new file mode 100644
index 0000000..f849211
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/string/starts-with_01.adm
@@ -0,0 +1 @@
+[ false, true ]
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/string/substring_01.adm b/asterix-app/src/test/resources/runtimets/results/string/substring_01.adm
new file mode 100644
index 0000000..ea1e859
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/string/substring_01.adm
@@ -0,0 +1 @@
+"oob"
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/subset-collection/01.adm b/asterix-app/src/test/resources/runtimets/results/subset-collection/01.adm
new file mode 100644
index 0000000..d00491f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/subset-collection/01.adm
@@ -0,0 +1 @@
+1
diff --git a/asterix-app/src/test/resources/runtimets/results/subset-collection/02.adm b/asterix-app/src/test/resources/runtimets/results/subset-collection/02.adm
new file mode 100644
index 0000000..4792e70
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/subset-collection/02.adm
@@ -0,0 +1,2 @@
+2
+3
diff --git a/asterix-app/src/test/resources/runtimets/results/subset-collection/03.adm b/asterix-app/src/test/resources/runtimets/results/subset-collection/03.adm
new file mode 100644
index 0000000..e69de29
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/subset-collection/03.adm
diff --git a/asterix-app/src/test/resources/runtimets/results/subset-collection/05.adm b/asterix-app/src/test/resources/runtimets/results/subset-collection/05.adm
new file mode 100644
index 0000000..d82c1f9
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/subset-collection/05.adm
@@ -0,0 +1,2 @@
+"b"
+"c"
diff --git a/asterix-app/src/test/resources/runtimets/results/subset-collection/06.adm b/asterix-app/src/test/resources/runtimets/results/subset-collection/06.adm
new file mode 100644
index 0000000..b944734
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/subset-collection/06.adm
@@ -0,0 +1,2 @@
+3
+4
diff --git a/asterix-app/src/test/resources/runtimets/results/subset-collection/07.adm b/asterix-app/src/test/resources/runtimets/results/subset-collection/07.adm
new file mode 100644
index 0000000..b944734
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/subset-collection/07.adm
@@ -0,0 +1,2 @@
+3
+4
diff --git a/asterix-app/src/test/resources/runtimets/results/tid_01.adm b/asterix-app/src/test/resources/runtimets/results/tid_01.adm
new file mode 100644
index 0000000..c55eb7a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tid_01.adm
@@ -0,0 +1,3 @@
+0
+1
+2
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/tokenizers/counthashed-gram-tokens_01.adm b/asterix-app/src/test/resources/runtimets/results/tokenizers/counthashed-gram-tokens_01.adm
new file mode 100644
index 0000000..1f2f69a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tokenizers/counthashed-gram-tokens_01.adm
@@ -0,0 +1,21 @@
+-1895661610
+2022078353
+-1944142198
+-898179210
+-1712392941
+1702404885
+-1281248611
+1450533749
+1413087969
+-531484724
+-898179209
+1055048688
+761248729
+1187999872
+-1432187294
+879525917
+-34183865
+89896238
+674313314
+1037568428
+1367408986
diff --git a/asterix-app/src/test/resources/runtimets/results/tokenizers/counthashed-gram-tokens_02.adm b/asterix-app/src/test/resources/runtimets/results/tokenizers/counthashed-gram-tokens_02.adm
new file mode 100644
index 0000000..268e7402
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tokenizers/counthashed-gram-tokens_02.adm
@@ -0,0 +1,25 @@
+-1565053580
+606856189
+-1895661610
+2022078353
+-1944142198
+-898179210
+-1712392941
+1702404885
+-1281248611
+1450533749
+1413087969
+-531484724
+-898179209
+1055048688
+761248729
+1187999872
+-1432187294
+879525917
+-34183865
+89896238
+674313314
+1037568428
+1367408986
+1058447951
+-1066889308
diff --git a/asterix-app/src/test/resources/runtimets/results/tokenizers/counthashed-word-tokens_01.adm b/asterix-app/src/test/resources/runtimets/results/tokenizers/counthashed-word-tokens_01.adm
new file mode 100644
index 0000000..4315414
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tokenizers/counthashed-word-tokens_01.adm
@@ -0,0 +1,18 @@
+868875244
+-407964676
+442128209
+-1772403051
+597155235
+346507643
+77426041
+-198276237
+1184281537
+1841942721
+-1989515082
+1184281538
+1470103152
+1787809249
+-477612705
+1470103153
+1787809250
+-215395238
diff --git a/asterix-app/src/test/resources/runtimets/results/tokenizers/gram-tokens_01.adm b/asterix-app/src/test/resources/runtimets/results/tokenizers/gram-tokens_01.adm
new file mode 100644
index 0000000..7907503
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tokenizers/gram-tokens_01.adm
@@ -0,0 +1,21 @@
+"jür"
+"ürg"
+"rge"
+"gen"
+"en "
+"n s"
+" s."
+"s. "
+". g"
+" ge"
+"gen"
+"ene"
+"ner"
+"eri"
+"ric"
+"ic'"
+"c's"
+"'s "
+"s c"
+" ca"
+"car"
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/tokenizers/gram-tokens_02.adm b/asterix-app/src/test/resources/runtimets/results/tokenizers/gram-tokens_02.adm
new file mode 100644
index 0000000..317836d
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tokenizers/gram-tokens_02.adm
@@ -0,0 +1,25 @@
+"##j"
+"#jü"
+"jür"
+"ürg"
+"rge"
+"gen"
+"en "
+"n s"
+" s."
+"s. "
+". g"
+" ge"
+"gen"
+"ene"
+"ner"
+"eri"
+"ric"
+"ic'"
+"c's"
+"'s "
+"s c"
+" ca"
+"car"
+"ar$"
+"r$$"
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/tokenizers/hashed-gram-tokens_01.adm b/asterix-app/src/test/resources/runtimets/results/tokenizers/hashed-gram-tokens_01.adm
new file mode 100644
index 0000000..25e22c3
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tokenizers/hashed-gram-tokens_01.adm
@@ -0,0 +1,21 @@
+-1895661610
+2022078353
+-1944142198
+-898179210
+-1712392941
+1702404885
+-1281248611
+1450533749
+1413087969
+-531484724
+-898179210
+1055048688
+761248729
+1187999872
+-1432187294
+879525917
+-34183865
+89896238
+674313314
+1037568428
+1367408986
diff --git a/asterix-app/src/test/resources/runtimets/results/tokenizers/hashed-gram-tokens_02.adm b/asterix-app/src/test/resources/runtimets/results/tokenizers/hashed-gram-tokens_02.adm
new file mode 100644
index 0000000..f54745f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tokenizers/hashed-gram-tokens_02.adm
@@ -0,0 +1,25 @@
+-1565053580
+606856189
+-1895661610
+2022078353
+-1944142198
+-898179210
+-1712392941
+1702404885
+-1281248611
+1450533749
+1413087969
+-531484724
+-898179210
+1055048688
+761248729
+1187999872
+-1432187294
+879525917
+-34183865
+89896238
+674313314
+1037568428
+1367408986
+1058447951
+-1066889308
diff --git a/asterix-app/src/test/resources/runtimets/results/tokenizers/hashed-word-tokens_01.adm b/asterix-app/src/test/resources/runtimets/results/tokenizers/hashed-word-tokens_01.adm
new file mode 100644
index 0000000..d8a660b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tokenizers/hashed-word-tokens_01.adm
@@ -0,0 +1,18 @@
+868875244
+-407964676
+442128209
+-1772403051
+597155235
+346507643
+77426041
+-198276237
+1184281537
+1841942721
+-1989515082
+1184281537
+1470103152
+1787809249
+-477612705
+1470103152
+1787809249
+-215395238
diff --git a/asterix-app/src/test/resources/runtimets/results/tokenizers/word-tokens_01.adm b/asterix-app/src/test/resources/runtimets/results/tokenizers/word-tokens_01.adm
new file mode 100644
index 0000000..c9e2491
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tokenizers/word-tokens_01.adm
@@ -0,0 +1,18 @@
+"hello"
+"world"
+"i"
+"would"
+"like"
+"to"
+"inform"
+"you"
+"of"
+"the"
+"importance"
+"of"
+"foo"
+"bar"
+"yes"
+"foo"
+"bar"
+"jürgen"
diff --git a/asterix-app/src/test/resources/runtimets/results/tokenizers/word-tokens_02.adm b/asterix-app/src/test/resources/runtimets/results/tokenizers/word-tokens_02.adm
new file mode 100644
index 0000000..e0a42cd
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tokenizers/word-tokens_02.adm
@@ -0,0 +1 @@
+"ωσ"
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/distinct_by.adm b/asterix-app/src/test/resources/runtimets/results/tpch/distinct_by.adm
new file mode 100644
index 0000000..472cb64
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/distinct_by.adm
@@ -0,0 +1,28 @@
+{ "l_returnflag": "A", "l_linestatus": "F", "l_shipmode": "AIR" }
+{ "l_returnflag": "A", "l_linestatus": "F", "l_shipmode": "FOB" }
+{ "l_returnflag": "A", "l_linestatus": "F", "l_shipmode": "MAIL" }
+{ "l_returnflag": "A", "l_linestatus": "F", "l_shipmode": "RAIL" }
+{ "l_returnflag": "A", "l_linestatus": "F", "l_shipmode": "REG AIR" }
+{ "l_returnflag": "A", "l_linestatus": "F", "l_shipmode": "SHIP" }
+{ "l_returnflag": "A", "l_linestatus": "F", "l_shipmode": "TRUCK" }
+{ "l_returnflag": "N", "l_linestatus": "F", "l_shipmode": "AIR" }
+{ "l_returnflag": "N", "l_linestatus": "F", "l_shipmode": "FOB" }
+{ "l_returnflag": "N", "l_linestatus": "F", "l_shipmode": "MAIL" }
+{ "l_returnflag": "N", "l_linestatus": "F", "l_shipmode": "RAIL" }
+{ "l_returnflag": "N", "l_linestatus": "F", "l_shipmode": "REG AIR" }
+{ "l_returnflag": "N", "l_linestatus": "F", "l_shipmode": "SHIP" }
+{ "l_returnflag": "N", "l_linestatus": "F", "l_shipmode": "TRUCK" }
+{ "l_returnflag": "N", "l_linestatus": "O", "l_shipmode": "AIR" }
+{ "l_returnflag": "N", "l_linestatus": "O", "l_shipmode": "FOB" }
+{ "l_returnflag": "N", "l_linestatus": "O", "l_shipmode": "MAIL" }
+{ "l_returnflag": "N", "l_linestatus": "O", "l_shipmode": "RAIL" }
+{ "l_returnflag": "N", "l_linestatus": "O", "l_shipmode": "REG AIR" }
+{ "l_returnflag": "N", "l_linestatus": "O", "l_shipmode": "SHIP" }
+{ "l_returnflag": "N", "l_linestatus": "O", "l_shipmode": "TRUCK" }
+{ "l_returnflag": "R", "l_linestatus": "F", "l_shipmode": "AIR" }
+{ "l_returnflag": "R", "l_linestatus": "F", "l_shipmode": "FOB" }
+{ "l_returnflag": "R", "l_linestatus": "F", "l_shipmode": "MAIL" }
+{ "l_returnflag": "R", "l_linestatus": "F", "l_shipmode": "RAIL" }
+{ "l_returnflag": "R", "l_linestatus": "F", "l_shipmode": "REG AIR" }
+{ "l_returnflag": "R", "l_linestatus": "F", "l_shipmode": "SHIP" }
+{ "l_returnflag": "R", "l_linestatus": "F", "l_shipmode": "TRUCK" }
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/group_no_agg.adm b/asterix-app/src/test/resources/runtimets/results/tpch/group_no_agg.adm
new file mode 100644
index 0000000..4b43fed
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/group_no_agg.adm
@@ -0,0 +1,5 @@
+"AFRICA"
+"AMERICA"
+"ASIA"
+"EUROPE"
+"MIDDLE EAST"
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/q10_returned_item.adm b/asterix-app/src/test/resources/runtimets/results/tpch/q10_returned_item.adm
new file mode 100644
index 0000000..ed5dae4
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/q10_returned_item.adm
@@ -0,0 +1,20 @@
+{ "c_custkey": 121, "c_name": "Customer#000000121", "revenue": 282635.1719d, "c_acctbal": 6428.32d, "n_name": "PERU", "c_address": "tv nCR2YKupGN73mQudO", "c_phone": "27-411-990-2959", "c_comment": "uriously stealthy ideas. carefully final courts use carefully" }
+{ "c_custkey": 124, "c_name": "Customer#000000124", "revenue": 222182.5188d, "c_acctbal": 1842.49d, "n_name": "CHINA", "c_address": "aTbyVAW5tCd,v09O", "c_phone": "28-183-750-7809", "c_comment": "le fluffily even dependencies. quietly s" }
+{ "c_custkey": 106, "c_name": "Customer#000000106", "revenue": 190241.3334d, "c_acctbal": 3288.42d, "n_name": "ARGENTINA", "c_address": "xGCOEAUjUNG", "c_phone": "11-751-989-4627", "c_comment": "lose slyly. ironic accounts along the evenly regular theodolites wake about the special, final gifts. " }
+{ "c_custkey": 16, "c_name": "Customer#000000016", "revenue": 161422.04609999998d, "c_acctbal": 4681.03d, "n_name": "IRAN", "c_address": "cYiaeMLZSMAOQ2 d0W,", "c_phone": "20-781-609-3107", "c_comment": "kly silent courts. thinly regular theodolites sleep fluffily after " }
+{ "c_custkey": 44, "c_name": "Customer#000000044", "revenue": 149364.5652d, "c_acctbal": 7315.94d, "n_name": "MOZAMBIQUE", "c_address": "Oi,dOSPwDu4jo4x,,P85E0dmhZGvNtBwi", "c_phone": "26-190-260-5375", "c_comment": "r requests around the unusual, bold a" }
+{ "c_custkey": 71, "c_name": "Customer#000000071", "revenue": 129481.02450000001d, "c_acctbal": -611.19d, "n_name": "GERMANY", "c_address": "TlGalgdXWBmMV,6agLyWYDyIz9MKzcY8gl,w6t1B", "c_phone": "17-710-812-5403", "c_comment": "g courts across the regular, final pinto beans are blithely pending ac" }
+{ "c_custkey": 89, "c_name": "Customer#000000089", "revenue": 121663.1243d, "c_acctbal": 1530.76d, "n_name": "KENYA", "c_address": "dtR, y9JQWUO6FoJExyp8whOU", "c_phone": "24-394-451-5404", "c_comment": "counts are slyly beyond the slyly final accounts. quickly final ideas wake. r" }
+{ "c_custkey": 112, "c_name": "Customer#000000112", "revenue": 111137.7141d, "c_acctbal": 2953.35d, "n_name": "ROMANIA", "c_address": "RcfgG3bO7QeCnfjqJT1", "c_phone": "29-233-262-8382", "c_comment": "rmanently unusual multipliers. blithely ruthless deposits are furiously along the" }
+{ "c_custkey": 62, "c_name": "Customer#000000062", "revenue": 106368.0153d, "c_acctbal": 595.61d, "n_name": "GERMANY", "c_address": "upJK2Dnw13,", "c_phone": "17-361-978-7059", "c_comment": "kly special dolphins. pinto beans are slyly. quickly regular accounts are furiously a" }
+{ "c_custkey": 146, "c_name": "Customer#000000146", "revenue": 103265.98879999999d, "c_acctbal": 3328.68d, "n_name": "CANADA", "c_address": "GdxkdXG9u7iyI1,,y5tq4ZyrcEy", "c_phone": "13-835-723-3223", "c_comment": "ffily regular dinos are slyly unusual requests. slyly specia" }
+{ "c_custkey": 19, "c_name": "Customer#000000019", "revenue": 99306.0127d, "c_acctbal": 8914.71d, "n_name": "CHINA", "c_address": "uc,3bHIx84H,wdrmLOjVsiqXCq2tr", "c_phone": "28-396-526-5053", "c_comment": " nag. furiously careful packages are slyly at the accounts. furiously regular in" }
+{ "c_custkey": 145, "c_name": "Customer#000000145", "revenue": 99256.9018d, "c_acctbal": 9748.93d, "n_name": "JORDAN", "c_address": "kQjHmt2kcec cy3hfMh969u", "c_phone": "23-562-444-8454", "c_comment": "ests? express, express instructions use. blithely fina" }
+{ "c_custkey": 103, "c_name": "Customer#000000103", "revenue": 97311.77240000002d, "c_acctbal": 2757.45d, "n_name": "INDONESIA", "c_address": "8KIsQX4LJ7QMsj6DrtFtXu0nUEdV,8a", "c_phone": "19-216-107-2107", "c_comment": "furiously pending notornis boost slyly around the blithely ironic ideas? final, even instructions cajole fl" }
+{ "c_custkey": 136, "c_name": "Customer#000000136", "revenue": 95855.39799999999d, "c_acctbal": -842.39d, "n_name": "GERMANY", "c_address": "QoLsJ0v5C1IQbh,DS1", "c_phone": "17-501-210-4726", "c_comment": "ackages sleep ironic, final courts. even requests above the blithely bold requests g" }
+{ "c_custkey": 53, "c_name": "Customer#000000053", "revenue": 92568.9124d, "c_acctbal": 4113.64d, "n_name": "MOROCCO", "c_address": "HnaxHzTfFTZs8MuCpJyTbZ47Cm4wFOOgib", "c_phone": "25-168-852-5363", "c_comment": "ar accounts are. even foxes are blithely. fluffily pending deposits boost" }
+{ "c_custkey": 49, "c_name": "Customer#000000049", "revenue": 90965.7262d, "c_acctbal": 4573.94d, "n_name": "IRAN", "c_address": "cNgAeX7Fqrdf7HQN9EwjUa4nxT,68L FKAxzl", "c_phone": "20-908-631-4424", "c_comment": "nusual foxes! fluffily pending packages maintain to the regular " }
+{ "c_custkey": 37, "c_name": "Customer#000000037", "revenue": 88065.74579999999d, "c_acctbal": -917.75d, "n_name": "INDIA", "c_address": "7EV4Pwh,3SboctTWt", "c_phone": "18-385-235-7162", "c_comment": "ilent packages are carefully among the deposits. furiousl" }
+{ "c_custkey": 82, "c_name": "Customer#000000082", "revenue": 86998.9644d, "c_acctbal": 9468.34d, "n_name": "CHINA", "c_address": "zhG3EZbap4c992Gj3bK,3Ne,Xn", "c_phone": "28-159-442-5305", "c_comment": "s wake. bravely regular accounts are furiously. regula" }
+{ "c_custkey": 125, "c_name": "Customer#000000125", "revenue": 84808.068d, "c_acctbal": -234.12d, "n_name": "ROMANIA", "c_address": ",wSZXdVR xxIIfm9s8ITyLl3kgjT6UC07GY0Y", "c_phone": "29-261-996-3120", "c_comment": "x-ray finally after the packages? regular requests c" }
+{ "c_custkey": 59, "c_name": "Customer#000000059", "revenue": 84655.5711d, "c_acctbal": 3458.6d, "n_name": "ARGENTINA", "c_address": "zLOCP0wh92OtBihgspOGl4", "c_phone": "11-355-584-3112", "c_comment": "ously final packages haggle blithely after the express deposits. furiou" }
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/q11_important_stock.adm b/asterix-app/src/test/resources/runtimets/results/tpch/q11_important_stock.adm
new file mode 100644
index 0000000..42b3861
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/q11_important_stock.adm
@@ -0,0 +1,200 @@
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diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/q12_shipping.adm b/asterix-app/src/test/resources/runtimets/results/tpch/q12_shipping.adm
new file mode 100644
index 0000000..e0eeaf8
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/q12_shipping.adm
@@ -0,0 +1,2 @@
+{ "l_shipmode": "MAIL", "high_line_count": 5, "low_line_count": 5 }
+{ "l_shipmode": "SHIP", "high_line_count": 5, "low_line_count": 10 }
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/q13_customer_distribution.adm b/asterix-app/src/test/resources/runtimets/results/tpch/q13_customer_distribution.adm
new file mode 100644
index 0000000..9257a84
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/q13_customer_distribution.adm
@@ -0,0 +1,27 @@
+{ "c_count": 0, "custdist": 50 }
+{ "c_count": 16, "custdist": 8 }
+{ "c_count": 17, "custdist": 7 }
+{ "c_count": 20, "custdist": 6 }
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+{ "c_count": 9, "custdist": 6 }
+{ "c_count": 23, "custdist": 5 }
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+{ "c_count": 8, "custdist": 4 }
+{ "c_count": 7, "custdist": 4 }
+{ "c_count": 26, "custdist": 3 }
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+{ "c_count": 6, "custdist": 3 }
+{ "c_count": 5, "custdist": 3 }
+{ "c_count": 4, "custdist": 3 }
+{ "c_count": 29, "custdist": 2 }
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+{ "c_count": 15, "custdist": 2 }
+{ "c_count": 28, "custdist": 1 }
+{ "c_count": 25, "custdist": 1 }
+{ "c_count": 3, "custdist": 1 }
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/q14_promotion_effect.adm b/asterix-app/src/test/resources/runtimets/results/tpch/q14_promotion_effect.adm
new file mode 100644
index 0000000..da45d73
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/q14_promotion_effect.adm
@@ -0,0 +1 @@
+0.0d
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/q15_top_supplier.adm b/asterix-app/src/test/resources/runtimets/results/tpch/q15_top_supplier.adm
new file mode 100644
index 0000000..817794b
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/q15_top_supplier.adm
@@ -0,0 +1 @@
+{ "s_suppkey": 10, "s_name": "Supplier#000000010", "s_address": "Saygah3gYWMp72i PY", "s_phone": "34-852-489-8585", "total_revenue": 797313.3838d }
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/q16_parts_supplier_relationship.adm b/asterix-app/src/test/resources/runtimets/results/tpch/q16_parts_supplier_relationship.adm
new file mode 100644
index 0000000..8f4490e
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/q16_parts_supplier_relationship.adm
@@ -0,0 +1,34 @@
+{ "p_brand": "Brand#11", "p_type": "PROMO ANODIZED TIN", "p_size": 45, "supplier_cnt": 4 }
+{ "p_brand": "Brand#11", "p_type": "SMALL PLATED COPPER", "p_size": 45, "supplier_cnt": 4 }
+{ "p_brand": "Brand#11", "p_type": "STANDARD POLISHED TIN", "p_size": 45, "supplier_cnt": 4 }
+{ "p_brand": "Brand#13", "p_type": "MEDIUM ANODIZED STEEL", "p_size": 36, "supplier_cnt": 4 }
+{ "p_brand": "Brand#14", "p_type": "SMALL ANODIZED NICKEL", "p_size": 45, "supplier_cnt": 4 }
+{ "p_brand": "Brand#15", "p_type": "LARGE ANODIZED BRASS", "p_size": 45, "supplier_cnt": 4 }
+{ "p_brand": "Brand#21", "p_type": "LARGE BURNISHED COPPER", "p_size": 19, "supplier_cnt": 4 }
+{ "p_brand": "Brand#23", "p_type": "ECONOMY BRUSHED COPPER", "p_size": 9, "supplier_cnt": 4 }
+{ "p_brand": "Brand#25", "p_type": "MEDIUM PLATED BRASS", "p_size": 45, "supplier_cnt": 4 }
+{ "p_brand": "Brand#31", "p_type": "ECONOMY PLATED STEEL", "p_size": 23, "supplier_cnt": 4 }
+{ "p_brand": "Brand#31", "p_type": "PROMO POLISHED TIN", "p_size": 23, "supplier_cnt": 4 }
+{ "p_brand": "Brand#32", "p_type": "MEDIUM BURNISHED BRASS", "p_size": 49, "supplier_cnt": 4 }
+{ "p_brand": "Brand#33", "p_type": "LARGE BRUSHED TIN", "p_size": 36, "supplier_cnt": 4 }
+{ "p_brand": "Brand#33", "p_type": "SMALL BURNISHED NICKEL", "p_size": 3, "supplier_cnt": 4 }
+{ "p_brand": "Brand#34", "p_type": "LARGE PLATED BRASS", "p_size": 45, "supplier_cnt": 4 }
+{ "p_brand": "Brand#34", "p_type": "MEDIUM BRUSHED COPPER", "p_size": 9, "supplier_cnt": 4 }
+{ "p_brand": "Brand#34", "p_type": "SMALL PLATED BRASS", "p_size": 14, "supplier_cnt": 4 }
+{ "p_brand": "Brand#35", "p_type": "STANDARD ANODIZED STEEL", "p_size": 23, "supplier_cnt": 4 }
+{ "p_brand": "Brand#43", "p_type": "PROMO POLISHED BRASS", "p_size": 19, "supplier_cnt": 4 }
+{ "p_brand": "Brand#43", "p_type": "SMALL BRUSHED NICKEL", "p_size": 9, "supplier_cnt": 4 }
+{ "p_brand": "Brand#44", "p_type": "SMALL PLATED COPPER", "p_size": 19, "supplier_cnt": 4 }
+{ "p_brand": "Brand#52", "p_type": "MEDIUM BURNISHED TIN", "p_size": 45, "supplier_cnt": 4 }
+{ "p_brand": "Brand#52", "p_type": "SMALL BURNISHED NICKEL", "p_size": 14, "supplier_cnt": 4 }
+{ "p_brand": "Brand#53", "p_type": "MEDIUM BRUSHED COPPER", "p_size": 3, "supplier_cnt": 4 }
+{ "p_brand": "Brand#55", "p_type": "STANDARD ANODIZED BRASS", "p_size": 36, "supplier_cnt": 4 }
+{ "p_brand": "Brand#55", "p_type": "STANDARD BRUSHED COPPER", "p_size": 3, "supplier_cnt": 4 }
+{ "p_brand": "Brand#13", "p_type": "SMALL BRUSHED NICKEL", "p_size": 19, "supplier_cnt": 2 }
+{ "p_brand": "Brand#25", "p_type": "SMALL BURNISHED COPPER", "p_size": 3, "supplier_cnt": 2 }
+{ "p_brand": "Brand#43", "p_type": "MEDIUM ANODIZED BRASS", "p_size": 14, "supplier_cnt": 2 }
+{ "p_brand": "Brand#53", "p_type": "STANDARD PLATED STEEL", "p_size": 45, "supplier_cnt": 2 }
+{ "p_brand": "Brand#24", "p_type": "MEDIUM PLATED STEEL", "p_size": 19, "supplier_cnt": 1 }
+{ "p_brand": "Brand#51", "p_type": "ECONOMY POLISHED STEEL", "p_size": 49, "supplier_cnt": 1 }
+{ "p_brand": "Brand#53", "p_type": "LARGE BURNISHED NICKEL", "p_size": 23, "supplier_cnt": 1 }
+{ "p_brand": "Brand#54", "p_type": "ECONOMY ANODIZED BRASS", "p_size": 9, "supplier_cnt": 1 }
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/q17_small_quantity_order_revenue.adm b/asterix-app/src/test/resources/runtimets/results/tpch/q17_small_quantity_order_revenue.adm
new file mode 100644
index 0000000..a09cde0
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/q17_small_quantity_order_revenue.adm
@@ -0,0 +1 @@
+863.2285714285715d
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/q18_large_volume_customer.adm b/asterix-app/src/test/resources/runtimets/results/tpch/q18_large_volume_customer.adm
new file mode 100644
index 0000000..453d5e2
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/q18_large_volume_customer.adm
@@ -0,0 +1,100 @@
+{ "c_name": "Customer#000000070", "c_custkey": 70, "o_orderkey": 2567, "o_orderdate": "1998-02-27", "o_totalprice": 263411.29d, "sum_quantity": 266 }
+{ "c_name": "Customer#000000010", "c_custkey": 10, "o_orderkey": 4421, "o_orderdate": "1997-04-04", "o_totalprice": 258779.02d, "sum_quantity": 255 }
+{ "c_name": "Customer#000000052", "c_custkey": 52, "o_orderkey": 5765, "o_orderdate": "1994-12-15", "o_totalprice": 249900.42d, "sum_quantity": 247 }
+{ "c_name": "Customer#000000082", "c_custkey": 82, "o_orderkey": 3460, "o_orderdate": "1995-10-03", "o_totalprice": 245976.74d, "sum_quantity": 254 }
+{ "c_name": "Customer#000000068", "c_custkey": 68, "o_orderkey": 2208, "o_orderdate": "1995-05-01", "o_totalprice": 245388.06d, "sum_quantity": 256 }
+{ "c_name": "Customer#000000028", "c_custkey": 28, "o_orderkey": 2306, "o_orderdate": "1995-07-26", "o_totalprice": 244704.23d, "sum_quantity": 235 }
+{ "c_name": "Customer#000000146", "c_custkey": 146, "o_orderkey": 5925, "o_orderdate": "1995-11-13", "o_totalprice": 242588.87d, "sum_quantity": 242 }
+{ "c_name": "Customer#000000029", "c_custkey": 29, "o_orderkey": 1121, "o_orderdate": "1997-01-13", "o_totalprice": 241837.88d, "sum_quantity": 242 }
+{ "c_name": "Customer#000000067", "c_custkey": 67, "o_orderkey": 3907, "o_orderdate": "1992-08-19", "o_totalprice": 240457.56d, "sum_quantity": 239 }
+{ "c_name": "Customer#000000076", "c_custkey": 76, "o_orderkey": 5158, "o_orderdate": "1997-01-21", "o_totalprice": 240284.95d, "sum_quantity": 248 }
+{ "c_name": "Customer#000000131", "c_custkey": 131, "o_orderkey": 4484, "o_orderdate": "1996-12-24", "o_totalprice": 237947.61d, "sum_quantity": 243 }
+{ "c_name": "Customer#000000115", "c_custkey": 115, "o_orderkey": 645, "o_orderdate": "1994-12-03", "o_totalprice": 234763.73d, "sum_quantity": 245 }
+{ "c_name": "Customer#000000049", "c_custkey": 49, "o_orderkey": 4294, "o_orderdate": "1992-08-15", "o_totalprice": 232194.74d, "sum_quantity": 225 }
+{ "c_name": "Customer#000000076", "c_custkey": 76, "o_orderkey": 1477, "o_orderdate": "1997-08-24", "o_totalprice": 231831.35d, "sum_quantity": 236 }
+{ "c_name": "Customer#000000044", "c_custkey": 44, "o_orderkey": 4645, "o_orderdate": "1994-09-20", "o_totalprice": 231012.22d, "sum_quantity": 248 }
+{ "c_name": "Customer#000000089", "c_custkey": 89, "o_orderkey": 5957, "o_orderdate": "1993-12-27", "o_totalprice": 230949.45d, "sum_quantity": 242 }
+{ "c_name": "Customer#000000076", "c_custkey": 76, "o_orderkey": 326, "o_orderdate": "1995-06-04", "o_totalprice": 229165.17d, "sum_quantity": 228 }
+{ "c_name": "Customer#000000067", "c_custkey": 67, "o_orderkey": 928, "o_orderdate": "1995-03-02", "o_totalprice": 228136.49d, "sum_quantity": 241 }
+{ "c_name": "Customer#000000079", "c_custkey": 79, "o_orderkey": 3808, "o_orderdate": "1994-04-24", "o_totalprice": 228054.01d, "sum_quantity": 227 }
+{ "c_name": "Customer#000000037", "c_custkey": 37, "o_orderkey": 5317, "o_orderdate": "1994-09-09", "o_totalprice": 228002.51d, "sum_quantity": 231 }
+{ "c_name": "Customer#000000004", "c_custkey": 4, "o_orderkey": 358, "o_orderdate": "1993-09-20", "o_totalprice": 226806.66d, "sum_quantity": 223 }
+{ "c_name": "Customer#000000142", "c_custkey": 142, "o_orderkey": 5699, "o_orderdate": "1992-07-30", "o_totalprice": 226314.91d, "sum_quantity": 240 }
+{ "c_name": "Customer#000000121", "c_custkey": 121, "o_orderkey": 1888, "o_orderdate": "1993-10-31", "o_totalprice": 224724.11d, "sum_quantity": 225 }
+{ "c_name": "Customer#000000094", "c_custkey": 94, "o_orderkey": 2690, "o_orderdate": "1996-03-31", "o_totalprice": 224674.27d, "sum_quantity": 219 }
+{ "c_name": "Customer#000000094", "c_custkey": 94, "o_orderkey": 5413, "o_orderdate": "1997-10-17", "o_totalprice": 224382.57d, "sum_quantity": 212 }
+{ "c_name": "Customer#000000032", "c_custkey": 32, "o_orderkey": 5381, "o_orderdate": "1993-01-29", "o_totalprice": 223995.46d, "sum_quantity": 228 }
+{ "c_name": "Customer#000000145", "c_custkey": 145, "o_orderkey": 518, "o_orderdate": "1998-02-08", "o_totalprice": 223537.09d, "sum_quantity": 214 }
+{ "c_name": "Customer#000000029", "c_custkey": 29, "o_orderkey": 2945, "o_orderdate": "1996-01-03", "o_totalprice": 223507.72d, "sum_quantity": 231 }
+{ "c_name": "Customer#000000007", "c_custkey": 7, "o_orderkey": 3654, "o_orderdate": "1992-06-03", "o_totalprice": 222653.54d, "sum_quantity": 222 }
+{ "c_name": "Customer#000000145", "c_custkey": 145, "o_orderkey": 807, "o_orderdate": "1993-11-24", "o_totalprice": 222392.53d, "sum_quantity": 216 }
+{ "c_name": "Customer#000000149", "c_custkey": 149, "o_orderkey": 3619, "o_orderdate": "1996-11-20", "o_totalprice": 222274.54d, "sum_quantity": 221 }
+{ "c_name": "Customer#000000070", "c_custkey": 70, "o_orderkey": 5472, "o_orderdate": "1993-04-11", "o_totalprice": 221636.83d, "sum_quantity": 217 }
+{ "c_name": "Customer#000000137", "c_custkey": 137, "o_orderkey": 4900, "o_orderdate": "1992-06-30", "o_totalprice": 221320.76d, "sum_quantity": 227 }
+{ "c_name": "Customer#000000106", "c_custkey": 106, "o_orderkey": 3778, "o_orderdate": "1993-05-26", "o_totalprice": 221036.31d, "sum_quantity": 225 }
+{ "c_name": "Customer#000000121", "c_custkey": 121, "o_orderkey": 1153, "o_orderdate": "1996-04-18", "o_totalprice": 220727.97d, "sum_quantity": 209 }
+{ "c_name": "Customer#000000070", "c_custkey": 70, "o_orderkey": 4004, "o_orderdate": "1993-05-07", "o_totalprice": 220715.14d, "sum_quantity": 228 }
+{ "c_name": "Customer#000000098", "c_custkey": 98, "o_orderkey": 768, "o_orderdate": "1996-08-20", "o_totalprice": 220636.82d, "sum_quantity": 231 }
+{ "c_name": "Customer#000000149", "c_custkey": 149, "o_orderkey": 5606, "o_orderdate": "1996-11-12", "o_totalprice": 219959.08d, "sum_quantity": 231 }
+{ "c_name": "Customer#000000055", "c_custkey": 55, "o_orderkey": 484, "o_orderdate": "1997-01-03", "o_totalprice": 219920.62d, "sum_quantity": 224 }
+{ "c_name": "Customer#000000140", "c_custkey": 140, "o_orderkey": 4230, "o_orderdate": "1992-03-04", "o_totalprice": 219709.6d, "sum_quantity": 217 }
+{ "c_name": "Customer#000000082", "c_custkey": 82, "o_orderkey": 39, "o_orderdate": "1996-09-20", "o_totalprice": 219707.84d, "sum_quantity": 231 }
+{ "c_name": "Customer#000000037", "c_custkey": 37, "o_orderkey": 2789, "o_orderdate": "1998-03-14", "o_totalprice": 219123.27d, "sum_quantity": 218 }
+{ "c_name": "Customer#000000017", "c_custkey": 17, "o_orderkey": 3269, "o_orderdate": "1996-03-01", "o_totalprice": 218697.85d, "sum_quantity": 220 }
+{ "c_name": "Customer#000000149", "c_custkey": 149, "o_orderkey": 3590, "o_orderdate": "1995-05-13", "o_totalprice": 218482.7d, "sum_quantity": 210 }
+{ "c_name": "Customer#000000134", "c_custkey": 134, "o_orderkey": 614, "o_orderdate": "1992-12-01", "o_totalprice": 218116.21d, "sum_quantity": 204 }
+{ "c_name": "Customer#000000092", "c_custkey": 92, "o_orderkey": 4197, "o_orderdate": "1996-08-13", "o_totalprice": 217709.03d, "sum_quantity": 225 }
+{ "c_name": "Customer#000000133", "c_custkey": 133, "o_orderkey": 1156, "o_orderdate": "1996-10-19", "o_totalprice": 217682.81d, "sum_quantity": 218 }
+{ "c_name": "Customer#000000046", "c_custkey": 46, "o_orderkey": 453, "o_orderdate": "1997-05-26", "o_totalprice": 216826.73d, "sum_quantity": 226 }
+{ "c_name": "Customer#000000124", "c_custkey": 124, "o_orderkey": 3109, "o_orderdate": "1993-07-24", "o_totalprice": 216104.85d, "sum_quantity": 210 }
+{ "c_name": "Customer#000000043", "c_custkey": 43, "o_orderkey": 4994, "o_orderdate": "1996-06-29", "o_totalprice": 216071.76d, "sum_quantity": 213 }
+{ "c_name": "Customer#000000149", "c_custkey": 149, "o_orderkey": 3713, "o_orderdate": "1998-05-07", "o_totalprice": 215342.63d, "sum_quantity": 213 }
+{ "c_name": "Customer#000000029", "c_custkey": 29, "o_orderkey": 68, "o_orderdate": "1998-04-18", "o_totalprice": 215135.72d, "sum_quantity": 213 }
+{ "c_name": "Customer#000000013", "c_custkey": 13, "o_orderkey": 2438, "o_orderdate": "1993-07-15", "o_totalprice": 214494.39d, "sum_quantity": 210 }
+{ "c_name": "Customer#000000133", "c_custkey": 133, "o_orderkey": 4613, "o_orderdate": "1998-03-05", "o_totalprice": 212339.55d, "sum_quantity": 214 }
+{ "c_name": "Customer#000000106", "c_custkey": 106, "o_orderkey": 1761, "o_orderdate": "1993-12-24", "o_totalprice": 211925.95d, "sum_quantity": 218 }
+{ "c_name": "Customer#000000049", "c_custkey": 49, "o_orderkey": 1248, "o_orderdate": "1992-01-02", "o_totalprice": 210713.88d, "sum_quantity": 207 }
+{ "c_name": "Customer#000000005", "c_custkey": 5, "o_orderkey": 5859, "o_orderdate": "1997-04-23", "o_totalprice": 210643.96d, "sum_quantity": 211 }
+{ "c_name": "Customer#000000106", "c_custkey": 106, "o_orderkey": 1827, "o_orderdate": "1996-06-22", "o_totalprice": 210113.88d, "sum_quantity": 205 }
+{ "c_name": "Customer#000000085", "c_custkey": 85, "o_orderkey": 5184, "o_orderdate": "1998-07-20", "o_totalprice": 209155.48d, "sum_quantity": 213 }
+{ "c_name": "Customer#000000133", "c_custkey": 133, "o_orderkey": 710, "o_orderdate": "1993-01-02", "o_totalprice": 208974.42d, "sum_quantity": 196 }
+{ "c_name": "Customer#000000052", "c_custkey": 52, "o_orderkey": 5186, "o_orderdate": "1996-08-03", "o_totalprice": 208892.63d, "sum_quantity": 210 }
+{ "c_name": "Customer#000000028", "c_custkey": 28, "o_orderkey": 2050, "o_orderdate": "1994-06-02", "o_totalprice": 208517.98d, "sum_quantity": 217 }
+{ "c_name": "Customer#000000076", "c_custkey": 76, "o_orderkey": 2180, "o_orderdate": "1996-09-14", "o_totalprice": 208481.57d, "sum_quantity": 212 }
+{ "c_name": "Customer#000000119", "c_custkey": 119, "o_orderkey": 3588, "o_orderdate": "1995-03-19", "o_totalprice": 207925.83d, "sum_quantity": 212 }
+{ "c_name": "Customer#000000134", "c_custkey": 134, "o_orderkey": 1444, "o_orderdate": "1994-12-06", "o_totalprice": 207907.6d, "sum_quantity": 205 }
+{ "c_name": "Customer#000000103", "c_custkey": 103, "o_orderkey": 742, "o_orderdate": "1994-12-23", "o_totalprice": 207632.55d, "sum_quantity": 198 }
+{ "c_name": "Customer#000000017", "c_custkey": 17, "o_orderkey": 4099, "o_orderdate": "1992-08-21", "o_totalprice": 207364.8d, "sum_quantity": 208 }
+{ "c_name": "Customer#000000109", "c_custkey": 109, "o_orderkey": 1286, "o_orderdate": "1993-05-14", "o_totalprice": 207291.83d, "sum_quantity": 200 }
+{ "c_name": "Customer#000000079", "c_custkey": 79, "o_orderkey": 5633, "o_orderdate": "1998-05-31", "o_totalprice": 207119.83d, "sum_quantity": 203 }
+{ "c_name": "Customer#000000062", "c_custkey": 62, "o_orderkey": 2022, "o_orderdate": "1992-03-15", "o_totalprice": 206742.11d, "sum_quantity": 209 }
+{ "c_name": "Customer#000000022", "c_custkey": 22, "o_orderkey": 4583, "o_orderdate": "1994-09-25", "o_totalprice": 206495.43d, "sum_quantity": 197 }
+{ "c_name": "Customer#000000148", "c_custkey": 148, "o_orderkey": 5185, "o_orderdate": "1997-07-25", "o_totalprice": 206179.68d, "sum_quantity": 198 }
+{ "c_name": "Customer#000000044", "c_custkey": 44, "o_orderkey": 3175, "o_orderdate": "1994-07-15", "o_totalprice": 205282.63d, "sum_quantity": 215 }
+{ "c_name": "Customer#000000056", "c_custkey": 56, "o_orderkey": 2565, "o_orderdate": "1998-02-28", "o_totalprice": 204438.57d, "sum_quantity": 201 }
+{ "c_name": "Customer#000000149", "c_custkey": 149, "o_orderkey": 3747, "o_orderdate": "1996-08-20", "o_totalprice": 204355.65d, "sum_quantity": 195 }
+{ "c_name": "Customer#000000101", "c_custkey": 101, "o_orderkey": 4964, "o_orderdate": "1997-07-28", "o_totalprice": 204163.1d, "sum_quantity": 197 }
+{ "c_name": "Customer#000000062", "c_custkey": 62, "o_orderkey": 4992, "o_orderdate": "1992-05-10", "o_totalprice": 203904.8d, "sum_quantity": 198 }
+{ "c_name": "Customer#000000010", "c_custkey": 10, "o_orderkey": 3751, "o_orderdate": "1994-04-27", "o_totalprice": 202917.72d, "sum_quantity": 204 }
+{ "c_name": "Customer#000000076", "c_custkey": 76, "o_orderkey": 2534, "o_orderdate": "1996-07-17", "o_totalprice": 202784.54d, "sum_quantity": 214 }
+{ "c_name": "Customer#000000001", "c_custkey": 1, "o_orderkey": 164, "o_orderdate": "1992-10-21", "o_totalprice": 202660.52d, "sum_quantity": 213 }
+{ "c_name": "Customer#000000118", "c_custkey": 118, "o_orderkey": 1283, "o_orderdate": "1996-08-30", "o_totalprice": 202623.92d, "sum_quantity": 200 }
+{ "c_name": "Customer#000000010", "c_custkey": 10, "o_orderkey": 1890, "o_orderdate": "1996-12-18", "o_totalprice": 202364.58d, "sum_quantity": 207 }
+{ "c_name": "Customer#000000077", "c_custkey": 77, "o_orderkey": 1762, "o_orderdate": "1994-08-20", "o_totalprice": 202227.17d, "sum_quantity": 216 }
+{ "c_name": "Customer#000000106", "c_custkey": 106, "o_orderkey": 4196, "o_orderdate": "1998-05-15", "o_totalprice": 201455.98d, "sum_quantity": 198 }
+{ "c_name": "Customer#000000064", "c_custkey": 64, "o_orderkey": 5895, "o_orderdate": "1997-01-01", "o_totalprice": 201419.83d, "sum_quantity": 200 }
+{ "c_name": "Customer#000000008", "c_custkey": 8, "o_orderkey": 644, "o_orderdate": "1992-05-01", "o_totalprice": 201268.06d, "sum_quantity": 202 }
+{ "c_name": "Customer#000000047", "c_custkey": 47, "o_orderkey": 261, "o_orderdate": "1993-06-29", "o_totalprice": 201003.12d, "sum_quantity": 200 }
+{ "c_name": "Customer#000000079", "c_custkey": 79, "o_orderkey": 4672, "o_orderdate": "1995-11-07", "o_totalprice": 199593.71d, "sum_quantity": 203 }
+{ "c_name": "Customer#000000131", "c_custkey": 131, "o_orderkey": 930, "o_orderdate": "1994-12-17", "o_totalprice": 199102.23d, "sum_quantity": 204 }
+{ "c_name": "Customer#000000118", "c_custkey": 118, "o_orderkey": 4161, "o_orderdate": "1993-08-21", "o_totalprice": 198995.21d, "sum_quantity": 211 }
+{ "c_name": "Customer#000000073", "c_custkey": 73, "o_orderkey": 4069, "o_orderdate": "1992-05-13", "o_totalprice": 198816.13d, "sum_quantity": 199 }
+{ "c_name": "Customer#000000142", "c_custkey": 142, "o_orderkey": 5696, "o_orderdate": "1995-05-04", "o_totalprice": 198723.3d, "sum_quantity": 198 }
+{ "c_name": "Customer#000000134", "c_custkey": 134, "o_orderkey": 3872, "o_orderdate": "1996-09-06", "o_totalprice": 198538.68d, "sum_quantity": 207 }
+{ "c_name": "Customer#000000127", "c_custkey": 127, "o_orderkey": 1059, "o_orderdate": "1994-02-27", "o_totalprice": 198360.22d, "sum_quantity": 194 }
+{ "c_name": "Customer#000000103", "c_custkey": 103, "o_orderkey": 4293, "o_orderdate": "1996-08-20", "o_totalprice": 198322.91d, "sum_quantity": 202 }
+{ "c_name": "Customer#000000080", "c_custkey": 80, "o_orderkey": 993, "o_orderdate": "1995-09-10", "o_totalprice": 198238.65d, "sum_quantity": 194 }
+{ "c_name": "Customer#000000091", "c_custkey": 91, "o_orderkey": 420, "o_orderdate": "1995-10-31", "o_totalprice": 198039.23d, "sum_quantity": 200 }
+{ "c_name": "Customer#000000092", "c_custkey": 92, "o_orderkey": 3333, "o_orderdate": "1992-09-16", "o_totalprice": 197973.22d, "sum_quantity": 195 }
+{ "c_name": "Customer#000000146", "c_custkey": 146, "o_orderkey": 4192, "o_orderdate": "1998-04-19", "o_totalprice": 197192.95d, "sum_quantity": 209 }
+{ "c_name": "Customer#000000145", "c_custkey": 145, "o_orderkey": 1575, "o_orderdate": "1995-09-13", "o_totalprice": 197031.52d, "sum_quantity": 204 }
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/q19_discounted_revenue.adm b/asterix-app/src/test/resources/runtimets/results/tpch/q19_discounted_revenue.adm
new file mode 100644
index 0000000..aea671f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/q19_discounted_revenue.adm
@@ -0,0 +1 @@
+51515.7344d
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/q1_pricing_summary_report_nt.adm b/asterix-app/src/test/resources/runtimets/results/tpch/q1_pricing_summary_report_nt.adm
new file mode 100644
index 0000000..cea2839
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/q1_pricing_summary_report_nt.adm
@@ -0,0 +1,4 @@
+{ "l_returnflag": "A", "l_linestatus": "F", "sum_qty": 37474.0d, "sum_base_price": 3.7569624640000015E7d, "sum_disc_price": 3.567619209699997E7d, "sum_charge": 3.7101416222424E7d, "ave_qty": 25.354533152909337d, "ave_price": 25419.231826792973d, "ave_disc": 0.05086603518267936d, "count_order": 1478 }
+{ "l_returnflag": "N", "l_linestatus": "F", "sum_qty": 1041.0d, "sum_base_price": 1041301.0700000001d, "sum_disc_price": 999060.898d, "sum_charge": 1036450.8022800002d, "ave_qty": 27.394736842105264d, "ave_price": 27402.659736842106d, "ave_disc": 0.04289473684210526d, "count_order": 38 }
+{ "l_returnflag": "N", "l_linestatus": "O", "sum_qty": 75168.0d, "sum_base_price": 7.538495537000003E7d, "sum_disc_price": 7.165316630340004E7d, "sum_charge": 7.449879813307303E7d, "ave_qty": 25.558653519211152d, "ave_price": 25632.422771166282d, "ave_disc": 0.04969738184291074d, "count_order": 2941 }
+{ "l_returnflag": "R", "l_linestatus": "F", "sum_qty": 36511.0d, "sum_base_price": 3.657084124000002E7d, "sum_disc_price": 3.473847287579997E7d, "sum_charge": 3.616906011219299E7d, "ave_qty": 25.059025394646532d, "ave_price": 25100.09693891559d, "ave_disc": 0.05002745367192867d, "count_order": 1457 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/q20_potential_part_promotion.adm b/asterix-app/src/test/resources/runtimets/results/tpch/q20_potential_part_promotion.adm
new file mode 100644
index 0000000..424ab59
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/q20_potential_part_promotion.adm
@@ -0,0 +1,10 @@
+{ "s_name": "Supplier#000000001", "s_address": " N kD4on9OM Ipw3,gf0JBoQDd7tgrzrddZ" }
+{ "s_name": "Supplier#000000002", "s_address": "89eJ5ksX3ImxJQBvxObC," }
+{ "s_name": "Supplier#000000003", "s_address": "q1,G3Pj6OjIuUYfUoH18BFTKP5aU9bEV3" }
+{ "s_name": "Supplier#000000004", "s_address": "Bk7ah4CK8SYQTepEmvMkkgMwg" }
+{ "s_name": "Supplier#000000005", "s_address": "Gcdm2rJRzl5qlTVzc" }
+{ "s_name": "Supplier#000000006", "s_address": "tQxuVm7s7CnK" }
+{ "s_name": "Supplier#000000007", "s_address": "s,4TicNGB4uO6PaSqNBUq" }
+{ "s_name": "Supplier#000000008", "s_address": "9Sq4bBH2FQEmaFOocY45sRTxo6yuoG" }
+{ "s_name": "Supplier#000000009", "s_address": "1KhUgZegwM3ua7dsYmekYBsK" }
+{ "s_name": "Supplier#000000010", "s_address": "Saygah3gYWMp72i PY" }
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/q21_suppliers_who_kept_orders_waiting.adm b/asterix-app/src/test/resources/runtimets/results/tpch/q21_suppliers_who_kept_orders_waiting.adm
new file mode 100644
index 0000000..2ae0988
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/q21_suppliers_who_kept_orders_waiting.adm
@@ -0,0 +1,10 @@
+{ "s_name": "Supplier#000000007", "numwait": 431 }
+{ "s_name": "Supplier#000000005", "numwait": 417 }
+{ "s_name": "Supplier#000000001", "numwait": 403 }
+{ "s_name": "Supplier#000000009", "numwait": 373 }
+{ "s_name": "Supplier#000000004", "numwait": 367 }
+{ "s_name": "Supplier#000000002", "numwait": 364 }
+{ "s_name": "Supplier#000000010", "numwait": 358 }
+{ "s_name": "Supplier#000000003", "numwait": 349 }
+{ "s_name": "Supplier#000000008", "numwait": 347 }
+{ "s_name": "Supplier#000000006", "numwait": 343 }
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/q22_global_sales_opportunity.adm b/asterix-app/src/test/resources/runtimets/results/tpch/q22_global_sales_opportunity.adm
new file mode 100644
index 0000000..4f3cd97
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/q22_global_sales_opportunity.adm
@@ -0,0 +1,23 @@
+{ "cntrycode": "10", "numcust": 3, "totacctbal": 20747.13d }
+{ "cntrycode": "11", "numcust": 5, "totacctbal": 35208.88d }
+{ "cntrycode": "12", "numcust": 2, "totacctbal": 13735.27d }
+{ "cntrycode": "13", "numcust": 2, "totacctbal": 13545.3d }
+{ "cntrycode": "14", "numcust": 1, "totacctbal": 9963.15d }
+{ "cntrycode": "15", "numcust": 2, "totacctbal": 14624.84d }
+{ "cntrycode": "16", "numcust": 2, "totacctbal": 11239.02d }
+{ "cntrycode": "17", "numcust": 1, "totacctbal": 9127.27d }
+{ "cntrycode": "18", "numcust": 3, "totacctbal": 22156.91d }
+{ "cntrycode": "19", "numcust": 6, "totacctbal": 43758.41d }
+{ "cntrycode": "20", "numcust": 3, "totacctbal": 23085.67d }
+{ "cntrycode": "21", "numcust": 3, "totacctbal": 19400.52d }
+{ "cntrycode": "22", "numcust": 3, "totacctbal": 20332.18d }
+{ "cntrycode": "23", "numcust": 3, "totacctbal": 25483.06d }
+{ "cntrycode": "25", "numcust": 3, "totacctbal": 19038.36d }
+{ "cntrycode": "26", "numcust": 5, "totacctbal": 38943.9d }
+{ "cntrycode": "27", "numcust": 2, "totacctbal": 13248.06d }
+{ "cntrycode": "28", "numcust": 5, "totacctbal": 42700.5d }
+{ "cntrycode": "29", "numcust": 4, "totacctbal": 36059.01d }
+{ "cntrycode": "30", "numcust": 2, "totacctbal": 17528.46d }
+{ "cntrycode": "31", "numcust": 3, "totacctbal": 23599.109999999997d }
+{ "cntrycode": "32", "numcust": 4, "totacctbal": 25754.22d }
+{ "cntrycode": "33", "numcust": 3, "totacctbal": 20359.59d }
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/q2_minimum_cost_supplier.adm b/asterix-app/src/test/resources/runtimets/results/tpch/q2_minimum_cost_supplier.adm
new file mode 100644
index 0000000..af60345
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/q2_minimum_cost_supplier.adm
@@ -0,0 +1,11 @@
+{ "s_acctbal": 6820.35d, "s_name": "Supplier#000000007", "n_name": "UNITED KINGDOM", "p_partkey": 2, "p_mfgr": "Manufacturer#1", "s_address": "s,4TicNGB4uO6PaSqNBUq", "s_phone": "33-990-965-2201", "s_comment": "s unwind silently furiously regular courts. final requests are deposits. requests wake quietly blit" }
+{ "s_acctbal": 6820.35d, "s_name": "Supplier#000000007", "n_name": "UNITED KINGDOM", "p_partkey": 4, "p_mfgr": "Manufacturer#3", "s_address": "s,4TicNGB4uO6PaSqNBUq", "s_phone": "33-990-965-2201", "s_comment": "s unwind silently furiously regular courts. final requests are deposits. requests wake quietly blit" }
+{ "s_acctbal": 6820.35d, "s_name": "Supplier#000000007", "n_name": "UNITED KINGDOM", "p_partkey": 22, "p_mfgr": "Manufacturer#4", "s_address": "s,4TicNGB4uO6PaSqNBUq", "s_phone": "33-990-965-2201", "s_comment": "s unwind silently furiously regular courts. final requests are deposits. requests wake quietly blit" }
+{ "s_acctbal": 6820.35d, "s_name": "Supplier#000000007", "n_name": "UNITED KINGDOM", "p_partkey": 62, "p_mfgr": "Manufacturer#3", "s_address": "s,4TicNGB4uO6PaSqNBUq", "s_phone": "33-990-965-2201", "s_comment": "s unwind silently furiously regular courts. final requests are deposits. requests wake quietly blit" }
+{ "s_acctbal": 6820.35d, "s_name": "Supplier#000000007", "n_name": "UNITED KINGDOM", "p_partkey": 79, "p_mfgr": "Manufacturer#4", "s_address": "s,4TicNGB4uO6PaSqNBUq", "s_phone": "33-990-965-2201", "s_comment": "s unwind silently furiously regular courts. final requests are deposits. requests wake quietly blit" }
+{ "s_acctbal": 6820.35d, "s_name": "Supplier#000000007", "n_name": "UNITED KINGDOM", "p_partkey": 94, "p_mfgr": "Manufacturer#3", "s_address": "s,4TicNGB4uO6PaSqNBUq", "s_phone": "33-990-965-2201", "s_comment": "s unwind silently furiously regular courts. final requests are deposits. requests wake quietly blit" }
+{ "s_acctbal": 6820.35d, "s_name": "Supplier#000000007", "n_name": "UNITED KINGDOM", "p_partkey": 102, "p_mfgr": "Manufacturer#3", "s_address": "s,4TicNGB4uO6PaSqNBUq", "s_phone": "33-990-965-2201", "s_comment": "s unwind silently furiously regular courts. final requests are deposits. requests wake quietly blit" }
+{ "s_acctbal": 6820.35d, "s_name": "Supplier#000000007", "n_name": "UNITED KINGDOM", "p_partkey": 106, "p_mfgr": "Manufacturer#3", "s_address": "s,4TicNGB4uO6PaSqNBUq", "s_phone": "33-990-965-2201", "s_comment": "s unwind silently furiously regular courts. final requests are deposits. requests wake quietly blit" }
+{ "s_acctbal": 6820.35d, "s_name": "Supplier#000000007", "n_name": "UNITED KINGDOM", "p_partkey": 131, "p_mfgr": "Manufacturer#5", "s_address": "s,4TicNGB4uO6PaSqNBUq", "s_phone": "33-990-965-2201", "s_comment": "s unwind silently furiously regular courts. final requests are deposits. requests wake quietly blit" }
+{ "s_acctbal": 6820.35d, "s_name": "Supplier#000000007", "n_name": "UNITED KINGDOM", "p_partkey": 159, "p_mfgr": "Manufacturer#4", "s_address": "s,4TicNGB4uO6PaSqNBUq", "s_phone": "33-990-965-2201", "s_comment": "s unwind silently furiously regular courts. final requests are deposits. requests wake quietly blit" }
+{ "s_acctbal": 6820.35d, "s_name": "Supplier#000000007", "n_name": "UNITED KINGDOM", "p_partkey": 193, "p_mfgr": "Manufacturer#4", "s_address": "s,4TicNGB4uO6PaSqNBUq", "s_phone": "33-990-965-2201", "s_comment": "s unwind silently furiously regular courts. final requests are deposits. requests wake quietly blit" }
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/q3_shipping_priority_nt.adm b/asterix-app/src/test/resources/runtimets/results/tpch/q3_shipping_priority_nt.adm
new file mode 100644
index 0000000..625a418
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/q3_shipping_priority_nt.adm
@@ -0,0 +1,8 @@
+{ "l_orderkey": 1637, "revenue": 164224.9253d, "o_orderdate": "1995-02-08", "o_shippriority": 0 }
+{ "l_orderkey": 5191, "revenue": 49378.309400000006d, "o_orderdate": "1994-12-11", "o_shippriority": 0 }
+{ "l_orderkey": 742, "revenue": 43728.048d, "o_orderdate": "1994-12-23", "o_shippriority": 0 }
+{ "l_orderkey": 3492, "revenue": 43716.072400000005d, "o_orderdate": "1994-11-24", "o_shippriority": 0 }
+{ "l_orderkey": 2883, "revenue": 36666.9612d, "o_orderdate": "1995-01-23", "o_shippriority": 0 }
+{ "l_orderkey": 998, "revenue": 11785.548600000002d, "o_orderdate": "1994-11-26", "o_shippriority": 0 }
+{ "l_orderkey": 3430, "revenue": 4726.6775d, "o_orderdate": "1994-12-12", "o_shippriority": 0 }
+{ "l_orderkey": 4423, "revenue": 3055.9365d, "o_orderdate": "1995-02-17", "o_shippriority": 0 }
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/q4_order_priority.adm b/asterix-app/src/test/resources/runtimets/results/tpch/q4_order_priority.adm
new file mode 100644
index 0000000..5e38c96
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/q4_order_priority.adm
@@ -0,0 +1,5 @@
+{ "order_priority": "1-URGENT", "count": 9 }
+{ "order_priority": "2-HIGH", "count": 7 }
+{ "order_priority": "3-MEDIUM", "count": 9 }
+{ "order_priority": "4-NOT SPECIFIED", "count": 8 }
+{ "order_priority": "5-LOW", "count": 12 }
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/q5_local_supplier_volume.adm b/asterix-app/src/test/resources/runtimets/results/tpch/q5_local_supplier_volume.adm
new file mode 100644
index 0000000..ac68fb3
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/q5_local_supplier_volume.adm
@@ -0,0 +1,8 @@
+{ "n_name": "PERU", "revenue": 1099912.8209000002d }
+{ "n_name": "MOROCCO", "revenue": 520107.17919999996d }
+{ "n_name": "IRAN", "revenue": 375610.964d }
+{ "n_name": "IRAQ", "revenue": 364417.398d }
+{ "n_name": "ETHIOPIA", "revenue": 253825.76219999997d }
+{ "n_name": "ARGENTINA", "revenue": 102659.0106d }
+{ "n_name": "UNITED KINGDOM", "revenue": 61065.8711d }
+{ "n_name": "KENYA", "revenue": 29679.393200000002d }
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/q6_forecast_revenue_change.adm b/asterix-app/src/test/resources/runtimets/results/tpch/q6_forecast_revenue_change.adm
new file mode 100644
index 0000000..06f9a78
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/q6_forecast_revenue_change.adm
@@ -0,0 +1 @@
+{ "revenue": 77949.9186d }
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/q7_volume_shipping.adm b/asterix-app/src/test/resources/runtimets/results/tpch/q7_volume_shipping.adm
new file mode 100644
index 0000000..37138fc
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/q7_volume_shipping.adm
@@ -0,0 +1,37 @@
+{ "supp_nation": "ARGENTINA", "cust_nation": "GERMANY", "l_year": 1992, "revenue": 63089.1006d }
+{ "supp_nation": "ARGENTINA", "cust_nation": "GERMANY", "l_year": 1993, "revenue": 64024.4532d }
+{ "supp_nation": "ARGENTINA", "cust_nation": "GERMANY", "l_year": 1994, "revenue": 32719.877199999995d }
+{ "supp_nation": "ARGENTINA", "cust_nation": "GERMANY", "l_year": 1995, "revenue": 63729.862400000005d }
+{ "supp_nation": "ARGENTINA", "cust_nation": "GERMANY", "l_year": 1996, "revenue": 1801.8198d }
+{ "supp_nation": "ETHIOPIA", "cust_nation": "GERMANY", "l_year": 1992, "revenue": 74693.317d }
+{ "supp_nation": "ETHIOPIA", "cust_nation": "GERMANY", "l_year": 1993, "revenue": 13733.706600000001d }
+{ "supp_nation": "ETHIOPIA", "cust_nation": "GERMANY", "l_year": 1994, "revenue": 83631.40359999999d }
+{ "supp_nation": "ETHIOPIA", "cust_nation": "GERMANY", "l_year": 1995, "revenue": 69329.67199999999d }
+{ "supp_nation": "ETHIOPIA", "cust_nation": "GERMANY", "l_year": 1996, "revenue": 42017.435999999994d }
+{ "supp_nation": "IRAN", "cust_nation": "GERMANY", "l_year": 1992, "revenue": 38014.335399999996d }
+{ "supp_nation": "IRAN", "cust_nation": "GERMANY", "l_year": 1994, "revenue": 252152.5927d }
+{ "supp_nation": "IRAN", "cust_nation": "GERMANY", "l_year": 1995, "revenue": 9106.957199999999d }
+{ "supp_nation": "IRAQ", "cust_nation": "GERMANY", "l_year": 1992, "revenue": 68040.7747d }
+{ "supp_nation": "IRAQ", "cust_nation": "GERMANY", "l_year": 1993, "revenue": 3676.8004d }
+{ "supp_nation": "IRAQ", "cust_nation": "GERMANY", "l_year": 1994, "revenue": 85948.85280000001d }
+{ "supp_nation": "IRAQ", "cust_nation": "GERMANY", "l_year": 1995, "revenue": 66380.2488d }
+{ "supp_nation": "KENYA", "cust_nation": "GERMANY", "l_year": 1992, "revenue": 77164.5422d }
+{ "supp_nation": "KENYA", "cust_nation": "GERMANY", "l_year": 1993, "revenue": 63792.8736d }
+{ "supp_nation": "KENYA", "cust_nation": "GERMANY", "l_year": 1994, "revenue": 74537.6256d }
+{ "supp_nation": "KENYA", "cust_nation": "GERMANY", "l_year": 1995, "revenue": 37851.309d }
+{ "supp_nation": "KENYA", "cust_nation": "GERMANY", "l_year": 1996, "revenue": 18467.316d }
+{ "supp_nation": "MOROCCO", "cust_nation": "GERMANY", "l_year": 1992, "revenue": 89669.69080000001d }
+{ "supp_nation": "MOROCCO", "cust_nation": "GERMANY", "l_year": 1994, "revenue": 173726.0087d }
+{ "supp_nation": "MOROCCO", "cust_nation": "GERMANY", "l_year": 1995, "revenue": 37169.8497d }
+{ "supp_nation": "PERU", "cust_nation": "GERMANY", "l_year": 1992, "revenue": 226624.7652d }
+{ "supp_nation": "PERU", "cust_nation": "GERMANY", "l_year": 1993, "revenue": 58359.3076d }
+{ "supp_nation": "PERU", "cust_nation": "GERMANY", "l_year": 1994, "revenue": 345376.29829999997d }
+{ "supp_nation": "PERU", "cust_nation": "GERMANY", "l_year": 1995, "revenue": 52968.9424d }
+{ "supp_nation": "PERU", "cust_nation": "GERMANY", "l_year": 1996, "revenue": 7960.72d }
+{ "supp_nation": "UNITED KINGDOM", "cust_nation": "GERMANY", "l_year": 1992, "revenue": 100143.32139999999d }
+{ "supp_nation": "UNITED KINGDOM", "cust_nation": "GERMANY", "l_year": 1993, "revenue": 41582.5227d }
+{ "supp_nation": "UNITED KINGDOM", "cust_nation": "GERMANY", "l_year": 1994, "revenue": 164740.32710000002d }
+{ "supp_nation": "UNITED KINGDOM", "cust_nation": "GERMANY", "l_year": 1996, "revenue": 50909.551999999996d }
+{ "supp_nation": "UNITED STATES", "cust_nation": "GERMANY", "l_year": 1992, "revenue": 52480.9528d }
+{ "supp_nation": "UNITED STATES", "cust_nation": "GERMANY", "l_year": 1994, "revenue": 115566.8388d }
+{ "supp_nation": "UNITED STATES", "cust_nation": "GERMANY", "l_year": 1995, "revenue": 80489.69949999999d }
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/q8_national_market_share.adm b/asterix-app/src/test/resources/runtimets/results/tpch/q8_national_market_share.adm
new file mode 100644
index 0000000..5a0b1da
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/q8_national_market_share.adm
@@ -0,0 +1,2 @@
+{ "year": 1995, "mkt_share": 0.0d }
+{ "year": 1996, "mkt_share": 0.0d }
diff --git a/asterix-app/src/test/resources/runtimets/results/tpch/q9_product_type_profit_nt.adm b/asterix-app/src/test/resources/runtimets/results/tpch/q9_product_type_profit_nt.adm
new file mode 100644
index 0000000..aec4b5e
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/tpch/q9_product_type_profit_nt.adm
@@ -0,0 +1,59 @@
+{ "nation": "ARGENTINA", "o_year": 1997, "sum_profit": 18247.873399999993d }
+{ "nation": "ARGENTINA", "o_year": 1996, "sum_profit": 7731.089399999995d }
+{ "nation": "ARGENTINA", "o_year": 1995, "sum_profit": 134490.5697d }
+{ "nation": "ARGENTINA", "o_year": 1994, "sum_profit": 36767.101500000004d }
+{ "nation": "ARGENTINA", "o_year": 1993, "sum_profit": 35857.08d }
+{ "nation": "ARGENTINA", "o_year": 1992, "sum_profit": 35740.0d }
+{ "nation": "ETHIOPIA", "o_year": 1998, "sum_profit": 2758.7801999999992d }
+{ "nation": "ETHIOPIA", "o_year": 1997, "sum_profit": 19419.294599999997d }
+{ "nation": "ETHIOPIA", "o_year": 1995, "sum_profit": 51231.87439999999d }
+{ "nation": "ETHIOPIA", "o_year": 1994, "sum_profit": 3578.9478999999974d }
+{ "nation": "ETHIOPIA", "o_year": 1992, "sum_profit": 1525.8234999999986d }
+{ "nation": "IRAN", "o_year": 1998, "sum_profit": 37817.229600000006d }
+{ "nation": "IRAN", "o_year": 1997, "sum_profit": 52643.77359999999d }
+{ "nation": "IRAN", "o_year": 1996, "sum_profit": 70143.77609999999d }
+{ "nation": "IRAN", "o_year": 1995, "sum_profit": 84094.58260000001d }
+{ "nation": "IRAN", "o_year": 1994, "sum_profit": 18140.925599999995d }
+{ "nation": "IRAN", "o_year": 1993, "sum_profit": 78655.1676d }
+{ "nation": "IRAN", "o_year": 1992, "sum_profit": 87142.2396d }
+{ "nation": "IRAQ", "o_year": 1998, "sum_profit": 22860.8082d }
+{ "nation": "IRAQ", "o_year": 1997, "sum_profit": 93676.24359999999d }
+{ "nation": "IRAQ", "o_year": 1996, "sum_profit": 45103.3242d }
+{ "nation": "IRAQ", "o_year": 1994, "sum_profit": 36010.728599999995d }
+{ "nation": "IRAQ", "o_year": 1993, "sum_profit": 33221.9399d }
+{ "nation": "IRAQ", "o_year": 1992, "sum_profit": 47755.05900000001d }
+{ "nation": "KENYA", "o_year": 1998, "sum_profit": 47441.812d }
+{ "nation": "KENYA", "o_year": 1997, "sum_profit": 118144.65099999998d }
+{ "nation": "KENYA", "o_year": 1996, "sum_profit": 75090.5437d }
+{ "nation": "KENYA", "o_year": 1995, "sum_profit": 87626.6791d }
+{ "nation": "KENYA", "o_year": 1994, "sum_profit": 130302.4071d }
+{ "nation": "KENYA", "o_year": 1993, "sum_profit": 185952.9548d }
+{ "nation": "KENYA", "o_year": 1992, "sum_profit": 310009.1845d }
+{ "nation": "MOROCCO", "o_year": 1998, "sum_profit": 172158.9448d }
+{ "nation": "MOROCCO", "o_year": 1997, "sum_profit": 92247.75379999999d }
+{ "nation": "MOROCCO", "o_year": 1996, "sum_profit": 273187.9262d }
+{ "nation": "MOROCCO", "o_year": 1995, "sum_profit": 380050.2938d }
+{ "nation": "MOROCCO", "o_year": 1994, "sum_profit": 262538.8032d }
+{ "nation": "MOROCCO", "o_year": 1993, "sum_profit": 211233.76599999992d }
+{ "nation": "MOROCCO", "o_year": 1992, "sum_profit": 336202.0852d }
+{ "nation": "PERU", "o_year": 1998, "sum_profit": 143951.22939999998d }
+{ "nation": "PERU", "o_year": 1997, "sum_profit": 197680.59720000002d }
+{ "nation": "PERU", "o_year": 1996, "sum_profit": 236156.92649999997d }
+{ "nation": "PERU", "o_year": 1995, "sum_profit": 190426.59480000002d }
+{ "nation": "PERU", "o_year": 1994, "sum_profit": 118171.16209999999d }
+{ "nation": "PERU", "o_year": 1993, "sum_profit": 102292.5426d }
+{ "nation": "PERU", "o_year": 1992, "sum_profit": 135197.25370000003d }
+{ "nation": "UNITED KINGDOM", "o_year": 1998, "sum_profit": 115488.22360000003d }
+{ "nation": "UNITED KINGDOM", "o_year": 1997, "sum_profit": 224769.43809999994d }
+{ "nation": "UNITED KINGDOM", "o_year": 1996, "sum_profit": 367799.3432d }
+{ "nation": "UNITED KINGDOM", "o_year": 1995, "sum_profit": 563229.4064d }
+{ "nation": "UNITED KINGDOM", "o_year": 1994, "sum_profit": 305695.22239999997d }
+{ "nation": "UNITED KINGDOM", "o_year": 1993, "sum_profit": 762202.0801000001d }
+{ "nation": "UNITED KINGDOM", "o_year": 1992, "sum_profit": 109066.47399999999d }
+{ "nation": "UNITED STATES", "o_year": 1998, "sum_profit": 3957.0431999999996d }
+{ "nation": "UNITED STATES", "o_year": 1997, "sum_profit": 94729.5704d }
+{ "nation": "UNITED STATES", "o_year": 1996, "sum_profit": 79297.8567d }
+{ "nation": "UNITED STATES", "o_year": 1995, "sum_profit": 62201.23360000001d }
+{ "nation": "UNITED STATES", "o_year": 1994, "sum_profit": 43075.6299d }
+{ "nation": "UNITED STATES", "o_year": 1993, "sum_profit": 27168.486199999992d }
+{ "nation": "UNITED STATES", "o_year": 1992, "sum_profit": 34092.366d }
diff --git a/asterix-app/src/test/resources/runtimets/results/writers/print_01.adm b/asterix-app/src/test/resources/runtimets/results/writers/print_01.adm
new file mode 100644
index 0000000..56cc4d5
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/writers/print_01.adm
@@ -0,0 +1,2 @@
+"foo"
+"bar"
diff --git a/asterix-app/src/test/resources/runtimets/results/writers/serialized_01.adm b/asterix-app/src/test/resources/runtimets/results/writers/serialized_01.adm
new file mode 100644
index 0000000..7862e5c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/writers/serialized_01.adm
Binary files differ
diff --git a/asterix-app/src/test/resources/runtimets/results/year_01.adm b/asterix-app/src/test/resources/runtimets/results/year_01.adm
new file mode 100644
index 0000000..c0d6611
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/year_01.adm
@@ -0,0 +1 @@
+1996
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/spatial/local/spatial-drop.aql b/asterix-app/src/test/resources/spatial/local/spatial-drop.aql
new file mode 100644
index 0000000..61d4913
--- /dev/null
+++ b/asterix-app/src/test/resources/spatial/local/spatial-drop.aql
@@ -0,0 +1,16 @@
+use dataverse demo1112;
+
+declare type MyRecord as open {
+  id: int32,
+  point: point,
+  kwds: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset MyData(MyRecord)
+  partitioned by key id on group1;
+
+drop dataset MyData;
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/spatial/local/spatial-load.aql b/asterix-app/src/test/resources/spatial/local/spatial-load.aql
new file mode 100644
index 0000000..6c135f3
--- /dev/null
+++ b/asterix-app/src/test/resources/spatial/local/spatial-load.aql
@@ -0,0 +1,18 @@
+use dataverse demo1112;
+
+declare type MyRecord as open {
+  id: int32,
+  point: point,
+  kwds: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+set format "edu.uci.ics.asterix.runtime.formats.nontagged.NonTaggedDataFormat";
+
+declare dataset MyData(MyRecord)
+  partitioned by key id on group1;
+
+load dataset MyData 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///tmp/data.json"),("format"="adm")) pre-sorted;
diff --git a/asterix-app/src/test/resources/tpch/queries/asterix/enlist_data.aql b/asterix-app/src/test/resources/tpch/queries/asterix/enlist_data.aql
new file mode 100644
index 0000000..2eb06f5
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/asterix/enlist_data.aql
@@ -0,0 +1,123 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+declare type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+declare type RegionType as closed {
+  r_regionkey: int32,
+  r_name: string,
+  r_comment: string
+}
+
+declare type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+declare type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+declare nodegroup group1 on asterix-001, asterix-002 , asterix-003, asterix-004,
+  asterix-005, asterix-006, asterix-007, asterix-008, asterix-009, asterix-010;
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Regions(RegionType)
+  partitioned by key r_regionkey on group1;
+declare dataset Parts(PartType)
+  partitioned by key p_partkey on group1;
+declare dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+
+
+enlist dataset Customers;
+
+enlist dataset Suppliers;
+
+enlist dataset Nations;
+
+enlist dataset Regions;
+
+enlist dataset Parts;
+
+enlist dataset PartSupp;
+
+enlist dataset Orders;
+
+enlist dataset LineItems;
diff --git a/asterix-app/src/test/resources/tpch/queries/asterix/inlined_q18_large_volume_customer.aql b/asterix-app/src/test/resources/tpch/queries/asterix/inlined_q18_large_volume_customer.aql
new file mode 100644
index 0000000..1ac9c1c
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/asterix/inlined_q18_large_volume_customer.aql
@@ -0,0 +1,86 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare nodegroup group1 on asterix-001, asterix-002, asterix-003, asterix-004,
+      asterix-005, asterix-006, asterix-007, asterix-008, asterix-009, asterix-010;
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+write output to asterix-001:"/tmp/inlined_q18_large_volume_customer.adm";
+
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+where
+  $c.c_custkey = $o.o_custkey
+for $t in 
+(
+  for $l in dataset('LineItems')
+  group by $l_orderkey := $l.l_orderkey with $l
+  return 
+    { "l_orderkey": $l_orderkey, 
+      "t_sum_quantity": sum(for $i in $l return $i.l_quantity) }
+) 
+where 
+  $o.o_orderkey = $t.l_orderkey and $t.t_sum_quantity > 300
+for $l in dataset('LineItems')
+where
+  $l.l_orderkey = $o.o_orderkey 
+group by $c_name := $c.c_name, $c_custkey := $c.c_custkey, $o_orderkey := $o.o_orderkey, 
+         $o_orderdate := $o.o_orderdate, $o_totalprice := $o.o_totalprice with $l
+order by $o_totalprice desc, $o_orderdate 
+limit 100
+return {  
+  "c_name": $c_name,
+  "c_custkey": $c_custkey,
+  "o_orderkey": $o_orderkey,
+  "o_orderdate": $o_orderdate,
+  "o_totalprice": $o_totalprice,
+  "sum_quantity": sum(for $j in $l return $j.l_quantity)  
+}
+
diff --git a/asterix-app/src/test/resources/tpch/queries/asterix/load_data_adm.aql b/asterix-app/src/test/resources/tpch/queries/asterix/load_data_adm.aql
new file mode 100644
index 0000000..e4b3a3b
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/asterix/load_data_adm.aql
@@ -0,0 +1,139 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+declare type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+declare type RegionType as closed {
+  r_regionkey: int32,
+  r_name: string,
+  r_comment: string
+}
+
+declare type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+declare type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+declare nodegroup group1 on asterix-001, asterix-002 , asterix-003, asterix-004,
+  asterix-005, asterix-006, asterix-007, asterix-008, asterix-009, asterix-010;
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Regions(RegionType)
+  partitioned by key r_regionkey on group1;
+declare dataset Parts(PartType)
+  partitioned by key p_partkey on group1;
+declare dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+
+
+load dataset LineItems 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-001:///home/ubuntu/nick/data/tpch/lineitem.adm"),("format"="adm")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-001:///home/ubuntu/nick/data/tpch/orders.adm"),("format"="adm")) pre-sorted;
+
+load dataset Customers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-001:///home/ubuntu/nick/data/tpch/customer.adm"),("format"="adm")) pre-sorted;
+
+load dataset Suppliers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-001:///home/ubuntu/nick/data/tpch/supplier.adm"),("format"="adm")) pre-sorted;
+
+load dataset Nations 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-001:///home/ubuntu/nick/data/tpch/nation.adm"),("format"="adm")) pre-sorted;
+
+load dataset Regions 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-001:///home/ubuntu/nick/data/tpch/region.adm"),("format"="adm")) pre-sorted;
+
+load dataset Parts 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-001:///home/ubuntu/nick/data/tpch/part.adm"),("format"="adm")) pre-sorted;
+
+load dataset PartSupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-001:///home/ubuntu/nick/data/tpch/partsupp.adm"),("format"="adm")) pre-sorted;
diff --git a/asterix-app/src/test/resources/tpch/queries/asterix/load_data_tbl_100x.aql b/asterix-app/src/test/resources/tpch/queries/asterix/load_data_tbl_100x.aql
new file mode 100644
index 0000000..1d40ba7
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/asterix/load_data_tbl_100x.aql
@@ -0,0 +1,169 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+declare type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+declare type RegionType as closed {
+  r_regionkey: int32,
+  r_name: string,
+  r_comment: string
+}
+
+declare type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+declare type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+declare nodegroup group1 on asterix-001, asterix-002 , asterix-003, asterix-004,
+  asterix-005, asterix-006, asterix-007, asterix-008, asterix-009, asterix-010;
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Regions(RegionType)
+  partitioned by key r_regionkey on group1;
+declare dataset Parts(PartType)
+  partitioned by key p_partkey on group1;
+declare dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+
+
+load dataset Customers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-002:///mnt/data/sdb/space/onose/delim_data/hundredgigs/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Suppliers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-002:///mnt/data/sdb/space/onose/delim_data/hundredgigs/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nations 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-002:///mnt/data/sdb/space/onose/delim_data/hundredgigs/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Regions 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-002:///mnt/data/sdb/space/onose/delim_data/hundredgigs/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Parts 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-002:///mnt/data/sdb/space/onose/delim_data/hundredgigs/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset PartSupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-001:///mnt/data/sdb/space/onose/splits/partsupp_part00,
+  asterix-002:///mnt/data/sdb/space/onose/splits/partsupp_part01,
+  asterix-003:///mnt/data/sdb/space/onose/splits/partsupp_part02,
+  asterix-004:///mnt/data/sdb/space/onose/splits/partsupp_part03,
+  asterix-005:///mnt/data/sdb/space/onose/splits/partsupp_part04,
+  asterix-006:///mnt/data/sdb/space/onose/splits/partsupp_part05,
+  asterix-007:///mnt/data/sdb/space/onose/splits/partsupp_part06,
+  asterix-008:///mnt/data/sdb/space/onose/splits/partsupp_part07,
+  asterix-009:///mnt/data/sdb/space/onose/splits/partsupp_part08,
+  asterix-010:///mnt/data/sdb/space/onose/splits/partsupp_part09"),              
+("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-001:///mnt/data/sdb/space/onose/splits/orders_part00,
+  asterix-002:///mnt/data/sdb/space/onose/splits/orders_part01,
+  asterix-003:///mnt/data/sdb/space/onose/splits/orders_part02,
+  asterix-004:///mnt/data/sdb/space/onose/splits/orders_part03,
+  asterix-005:///mnt/data/sdb/space/onose/splits/orders_part04,
+  asterix-006:///mnt/data/sdb/space/onose/splits/orders_part05,
+  asterix-007:///mnt/data/sdb/space/onose/splits/orders_part06,
+  asterix-008:///mnt/data/sdb/space/onose/splits/orders_part07,
+  asterix-009:///mnt/data/sdb/space/onose/splits/orders_part08,
+  asterix-010:///mnt/data/sdb/space/onose/splits/orders_part09"),              
+("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset LineItems 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-001:///mnt/data/sdb/space/onose/splits/lineitems_part00,
+  asterix-002:///mnt/data/sdb/space/onose/splits/lineitems_part01,
+  asterix-003:///mnt/data/sdb/space/onose/splits/lineitems_part02,
+  asterix-004:///mnt/data/sdb/space/onose/splits/lineitems_part03,
+  asterix-005:///mnt/data/sdb/space/onose/splits/lineitems_part04,
+  asterix-006:///mnt/data/sdb/space/onose/splits/lineitems_part05,
+  asterix-007:///mnt/data/sdb/space/onose/splits/lineitems_part06,
+  asterix-008:///mnt/data/sdb/space/onose/splits/lineitems_part07,
+  asterix-009:///mnt/data/sdb/space/onose/splits/lineitems_part08,
+  asterix-010:///mnt/data/sdb/space/onose/splits/lineitems_part09"),              
+("format"="delimited-text"),("delimiter"="|")) pre-sorted;
diff --git a/asterix-app/src/test/resources/tpch/queries/asterix/load_data_tbl_1x.aql b/asterix-app/src/test/resources/tpch/queries/asterix/load_data_tbl_1x.aql
new file mode 100644
index 0000000..bb4a49d
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/asterix/load_data_tbl_1x.aql
@@ -0,0 +1,139 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+declare type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+declare type RegionType as closed {
+  r_regionkey: int32,
+  r_name: string,
+  r_comment: string
+}
+
+declare type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+declare type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+declare nodegroup group1 on asterix-001, asterix-002 , asterix-003, asterix-004,
+  asterix-005, asterix-006, asterix-007, asterix-008, asterix-009, asterix-010;
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Regions(RegionType)
+  partitioned by key r_regionkey on group1;
+declare dataset Parts(PartType)
+  partitioned by key p_partkey on group1;
+declare dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+
+
+load dataset Customers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-001:///home/ubuntu/nick/delim_data/onegig/customer.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Suppliers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-001:///home/ubuntu/nick/delim_data/onegig/supplier.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nations 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-001:///home/ubuntu/nick/delim_data/onegig/nation.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Regions 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-001:///home/ubuntu/nick/delim_data/onegig/region.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Parts 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-001:///home/ubuntu/nick/delim_data/onegig/part.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset PartSupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-001:///home/ubuntu/nick/delim_data/onegig/partsupp.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-001:///home/ubuntu/nick/delim_data/onegig/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset LineItems 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="asterix-001:///home/ubuntu/nick/delim_data/onegig/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
diff --git a/asterix-app/src/test/resources/tpch/queries/asterix/q1_pricing_summary_report.aql b/asterix-app/src/test/resources/tpch/queries/asterix/q1_pricing_summary_report.aql
new file mode 100644
index 0000000..b29e7a6
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/asterix/q1_pricing_summary_report.aql
@@ -0,0 +1,46 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare nodegroup group1 on asterix-001, asterix-002, asterix-003, asterix-004,
+      asterix-005, asterix-006, asterix-007, asterix-008, asterix-009, asterix-010;
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+
+write output to asterix-001:"/home/onose/hyracks-asterix/results/q1_pricing_summary_report.adm";
+ 
+for $l in dataset('LineItems')
+where $l.l_shipdate <= '1998-09-02'
+group by $l_returnflag := $l.l_returnflag, $l_linestatus := $l.l_linestatus  
+  with $l
+order by $l_returnflag, $l_linestatus
+return {
+  "l_returnflag": $l_returnflag,
+  "l_linestatus": $l_linestatus,
+  "sum_qty": sum(for $i in $l return $i.l_quantity),
+  "sum_base_price": sum(for $i in $l return $i.l_extendedprice),
+  "sum_disc_price": sum(for $i in $l return $i.l_extendedprice * (1 - $i.l_discount)),
+  "sum_charge": sum(for $i in $l return $i.l_extendedprice * (1 - $i.l_discount) * (1 + $i.l_tax)),
+  "ave_qty": avg(for $i in $l return $i.l_quantity),  
+  "ave_price": avg(for $i in $l return $i.l_extendedprice),
+  "ave_disc": avg(for $i in $l return $i.l_discount),
+  "count_order": count($l)
+}   
diff --git a/asterix-app/src/test/resources/tpch/queries/asterix/q3_shipping_priority.aql b/asterix-app/src/test/resources/tpch/queries/asterix/q3_shipping_priority.aql
new file mode 100644
index 0000000..71ed6db
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/asterix/q3_shipping_priority.aql
@@ -0,0 +1,79 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare nodegroup group1 on asterix-001, asterix-002, asterix-003, asterix-004,
+      asterix-005, asterix-006, asterix-007, asterix-008, asterix-009, asterix-010;
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+write output to asterix-001:"/home/onose/hyracks-asterix/results/q3_shipping_priority.adm";
+
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+where
+  $c.c_mktsegment = 'BUILDING' and $c.c_custkey = $o.o_custkey 
+for $l in dataset('LineItems')
+where
+  $l.l_orderkey = $o.o_orderkey and
+  $o.o_orderdate < '1995-03-15' and $l.l_shipdate > '1995-03-15'
+group by $l_orderkey := $l.l_orderkey, $o_orderdate := $o.o_orderdate, $o_shippriority := $o.o_shippriority
+  with $l
+let $revenue := sum (
+  for $i in $l 
+  return 
+    $i.l_extendedprice * (1 - $i.l_discount)
+)
+order by $revenue desc, $o_orderdate
+limit 10
+return {  
+  "l_orderkey": $l_orderkey,
+  "revenue": $revenue,
+  "o_orderdate": $o_orderdate,
+  "o_shippriority": $o_shippriority 
+}
diff --git a/asterix-app/src/test/resources/tpch/queries/asterix/q5_local_supplier_volume.aql b/asterix-app/src/test/resources/tpch/queries/asterix/q5_local_supplier_volume.aql
new file mode 100644
index 0000000..8d0d6dd
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/asterix/q5_local_supplier_volume.aql
@@ -0,0 +1,118 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+declare type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+declare type RegionType as closed {
+  r_regionkey: int32,
+  r_name: string,
+  r_comment: string
+}
+
+declare nodegroup group1 on asterix-001, asterix-002, asterix-003, asterix-004,
+      asterix-005, asterix-006, asterix-007, asterix-008, asterix-009, asterix-010;
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Regions(RegionType)
+  partitioned by key r_regionkey on group1;
+  
+write output to asterix-001:"/home/onose/hyracks-asterix/results/q5_local_supplier.adm";
+
+
+for $c in dataset('Customers')
+for $o1 in 
+(  for $o in dataset('Orders')
+   for $l1 in (
+     for $l in dataset('LineItems')
+     for $s1 in 
+     (  for $s in dataset('Suppliers')
+        for $n1 in 
+        (  for $n in dataset('Nations')
+           for $r in dataset('Regions')
+             where $n.n_regionkey = $r.r_regionkey and $r.r_name = 'ASIA'
+           return 
+              {"n_name": $n.n_name, "n_nationkey": $n.n_nationkey}  )
+        where $s.s_nationkey = $n1.n_nationkey
+        return 
+           { "n_name": $n1.n_name, "s_suppkey": $s.s_suppkey, "s_nationkey": $s.s_nationkey }  )
+     where $l.l_suppkey = $s1.s_suppkey      
+     return 
+        { "n_name": $s1.n_name, "l_extendedprice": $l.l_extendedprice, "l_discount": $l.l_discount, "l_orderkey": $l.l_orderkey, "s_nationkey": $s1.s_nationkey }  )
+   where $l1.l_orderkey = $o.o_orderkey and $o.o_orderdate >= '1994-01-01' and $o.o_orderdate < '1995-01-01'
+   return 
+     { "n_name": $l1.n_name, "l_extendedprice": $l1.l_extendedprice, "l_discount": $l1.l_discount, "s_nationkey": $l1.s_nationkey, "o_custkey": $o.o_custkey }  )
+where $c.c_nationkey = $o1.s_nationkey and $c.c_custkey = $o1.o_custkey     
+group by $n_name := $o1.n_name with $o1
+let $revenue := sum (
+  for $i in $o1 
+  return 
+    $i.l_extendedprice * (1 - $i.l_discount)
+)
+order by $revenue desc
+return 
+  { "n_name": $n_name, "revenue": $revenue }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/tpch/queries/asterix/q9_product_type_profit.aql b/asterix-app/src/test/resources/tpch/queries/asterix/q9_product_type_profit.aql
new file mode 100644
index 0000000..3067fbe
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/asterix/q9_product_type_profit.aql
@@ -0,0 +1,128 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+
+declare type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+declare type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+declare type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+declare type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+declare nodegroup group1 on asterix-001, asterix-002, asterix-003, asterix-004,
+      asterix-005, asterix-006, asterix-007, asterix-008, asterix-009, asterix-010;
+      
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Parts(PartType)
+  partitioned by key p_partkey on group1;
+declare dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+  
+write output to asterix-001:"/home/onose/hyracks-asterix/results/q9_product_type_profit.adm";
+
+                
+for $profit in 
+(  for $o in dataset('Orders')
+   for $l3 in 
+   (  for $p in dataset('Parts')
+      for $l2 in 
+      (  for $ps in dataset('PartSupp')
+         for $l1 in 
+        (  for $s1 in
+            (  for $s in dataset('Suppliers')
+               for $n in dataset('Nations')
+               where $n.n_nationkey = $s.s_nationkey
+               return 
+                 { "s_suppkey": $s.s_suppkey, "n_name": $n.n_name}  )
+            for $l in dataset('LineItems')
+            where $s1.s_suppkey = $l.l_suppkey       
+            return 
+              { "l_suppkey": $l.l_suppkey, "l_extendedprice": $l.l_extendedprice, "l_discount": $l.l_discount,
+                "l_quantity": $l.l_quantity, "l_partkey": $l.l_partkey, "l_orderkey": $l.l_orderkey, "n_name": $s1.n_name } )
+         where $ps.ps_suppkey = $l1.l_suppkey and $ps.ps_partkey = $l1.l_partkey       
+         return 
+           { "l_extendedprice": $l1.l_extendedprice, "l_discount": $l1.l_discount, "l_quantity": $l1.l_quantity, 
+             "l_partkey": $l1.l_partkey, "l_orderkey": $l1.l_orderkey, "n_name": $l1.n_name, "ps_supplycost": $ps.ps_supplycost }  )
+      where contains($p.p_name, 'green') and $p.p_partkey = $l2.l_partkey    
+      return 
+        { "l_extendedprice": $l2.l_extendedprice, "l_discount": $l2.l_discount, "l_quantity": $l2.l_quantity, 
+          "l_orderkey": $l2.l_orderkey, "n_name": $l2.n_name, "ps_supplycost": $l2.ps_supplycost  }  )
+   where $o.o_orderkey = $l3.l_orderkey
+   let $amount := $l3.l_extendedprice * (1 - $l3.l_discount) -  $l3.ps_supplycost * $l3.l_quantity 
+   let $o_year := year($o.o_orderdate)
+   return 
+     { "nation": $l3.n_name, "o_year": $o_year, "amount": $amount }  )
+ group by $nation := $profit.nation, $o_year := $profit.o_year with $profit
+ order by $nation, $o_year desc
+ return 
+   { "nation": $nation, 
+     "o_year": $o_year, 
+      "sum_profit": sum( for $pr in $profit return $pr.amount )  }    
+   
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/tpch/queries/local/inlined_q18_large_volume_customer.aql b/asterix-app/src/test/resources/tpch/queries/local/inlined_q18_large_volume_customer.aql
new file mode 100644
index 0000000..abd06af
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/local/inlined_q18_large_volume_customer.aql
@@ -0,0 +1,85 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+write output to nc1:"/tmp/inlined_q18_large_volume_customer.adm";
+
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+where
+  $c.c_custkey = $o.o_custkey
+for $t in 
+(
+  for $l in dataset('LineItems')
+  group by $l_orderkey := $l.l_orderkey with $l
+  return 
+    { "l_orderkey": $l_orderkey, 
+      "t_sum_quantity": sum(for $i in $l return $i.l_quantity) }
+) 
+where 
+  $o.o_orderkey = $t.l_orderkey and $t.t_sum_quantity > 300
+for $l in dataset('LineItems')
+where
+  $l.l_orderkey = $o.o_orderkey 
+group by $c_name := $c.c_name, $c_custkey := $c.c_custkey, $o_orderkey := $o.o_orderkey, 
+         $o_orderdate := $o.o_orderdate, $o_totalprice := $o.o_totalprice with $l
+order by $o_totalprice desc, $o_orderdate 
+limit 100
+return {  
+  "c_name": $c_name,
+  "c_custkey": $c_custkey,
+  "o_orderkey": $o_orderkey,
+  "o_orderdate": $o_orderdate,
+  "o_totalprice": $o_totalprice,
+  "sum_quantity": sum(for $j in $l return $j.l_quantity)  
+}
+
diff --git a/asterix-app/src/test/resources/tpch/queries/local/load_adm_data.aql b/asterix-app/src/test/resources/tpch/queries/local/load_adm_data.aql
new file mode 100644
index 0000000..b7e5b3d
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/local/load_adm_data.aql
@@ -0,0 +1,137 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+declare type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+declare type RegionType as closed {
+  r_regionkey: int32,
+  r_name: string,
+  r_comment: string
+}
+
+declare type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+declare type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Regions(RegionType)
+  partitioned by key r_regionkey on group1;
+declare dataset Parts(PartType)
+  partitioned by key p_partkey on group1;
+declare dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+
+load dataset LineItems 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tpch0.001/tbl/lineitems.adm"),("format="adm")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tpch0.001/tbl/orders.adm"),("format"="adm")) pre-sorted;
+
+load dataset Customers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tpch0.001/tbl/customers.adm"),("format"="adm")) pre-sorted;
+
+load dataset Suppliers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tpch0.001/tbl/suppliers.adm"),("format"="adm")) pre-sorted;
+
+load dataset Nations 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tpch0.001/tbl/nations.adm"),("format"="adm")) pre-sorted;
+
+load dataset Regions 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tpch0.001/tbl/regions.adm"),("format"="adm")) pre-sorted;
+
+load dataset Parts 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tpch0.001/tbl/parts.adm"),("format"="adm")) pre-sorted;
+
+load dataset PartSupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tpch0.001/tbl/partsupp.adm"),("format"="adm")) pre-sorted;
diff --git a/asterix-app/src/test/resources/tpch/queries/local/load_tbl_data_0.001x_2nodes.aql b/asterix-app/src/test/resources/tpch/queries/local/load_tbl_data_0.001x_2nodes.aql
new file mode 100644
index 0000000..0d03e5d
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/local/load_tbl_data_0.001x_2nodes.aql
@@ -0,0 +1,137 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+declare type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+declare type RegionType as closed {
+  r_regionkey: int32,
+  r_name: string,
+  r_comment: string
+}
+
+declare type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+declare type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Regions(RegionType)
+  partitioned by key r_regionkey on group1;
+declare dataset Parts(PartType)
+  partitioned by key p_partkey on group1;
+declare dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+
+load dataset LineItems 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tpch0.001/tbl/lineitem.tbl"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tpch0.001/tbl/orders.tbl"),("delimiter"="|")) pre-sorted;
+
+load dataset Customers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tpch0.001/tbl/customer.tbl"),("delimiter"="|")) pre-sorted;
+
+load dataset Suppliers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tpch0.001/tbl/supplier.tbl"),("delimiter"="|")) pre-sorted;
+
+load dataset Nations 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tpch0.001/tbl/nation.tbl"),("delimiter"="|")) pre-sorted;
+
+load dataset Regions 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tpch0.001/tbl/region.tbl"),("delimiter"="|")) pre-sorted;
+
+load dataset Parts 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tpch0.001/tbl/part.tbl"),("delimiter"="|")) pre-sorted;
+
+load dataset PartSupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tpch0.001/tbl/partsupp.tbl"),("delimiter"="|")) pre-sorted;
diff --git a/asterix-app/src/test/resources/tpch/queries/local/load_tbl_data_10x_1node.aql b/asterix-app/src/test/resources/tpch/queries/local/load_tbl_data_10x_1node.aql
new file mode 100644
index 0000000..7c8fc8c
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/local/load_tbl_data_10x_1node.aql
@@ -0,0 +1,137 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+declare type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+declare type RegionType as closed {
+  r_regionkey: int32,
+  r_name: string,
+  r_comment: string
+}
+
+declare type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+declare type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+declare nodegroup group1 on nc1;
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Regions(RegionType)
+  partitioned by key r_regionkey on group1;
+declare dataset Parts(PartType)
+  partitioned by key p_partkey on group1;
+declare dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+
+load dataset LineItems 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tengigs/lineitem.tbl"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tengigs/lineitem.tbl"),("delimiter"="|")) pre-sorted;
+
+load dataset Customers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tengigs/lineitem.tbl"),("delimiter"="|")) pre-sorted;
+
+load dataset Suppliers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tengigs/lineitem.tbl"),("delimiter"="|")) pre-sorted;
+
+load dataset Nations 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tengigs/lineitem.tbl"),("delimiter"="|")) pre-sorted;
+
+load dataset Regions 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tengigs/lineitem.tbl"),("delimiter"="|")) pre-sorted;
+
+load dataset Parts 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tengigs/lineitem.tbl"),("delimiter"="|")) pre-sorted;
+
+load dataset PartSupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/tengigs/lineitem.tbl"),("delimiter"="|")) pre-sorted;
diff --git a/asterix-app/src/test/resources/tpch/queries/local/load_tbl_data_1x_1node.aql b/asterix-app/src/test/resources/tpch/queries/local/load_tbl_data_1x_1node.aql
new file mode 100644
index 0000000..b6cf6f8
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/local/load_tbl_data_1x_1node.aql
@@ -0,0 +1,137 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+declare type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+declare type RegionType as closed {
+  r_regionkey: int32,
+  r_name: string,
+  r_comment: string
+}
+
+declare type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+declare type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+declare nodegroup group1 on nc1;
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Regions(RegionType)
+  partitioned by key r_regionkey on group1;
+declare dataset Parts(PartType)
+  partitioned by key p_partkey on group1;
+declare dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+
+load dataset LineItems 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/onegig/lineitem.tbl"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/onegig/orders.tbl"),("delimiter"="|")) pre-sorted;
+
+load dataset Customers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/onegig/customer.tbl"),("delimiter"="|")) pre-sorted;
+
+load dataset Suppliers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/onegig/customer.tbl"),("delimiter"="|")) pre-sorted;
+
+load dataset Nations 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/onegig/customer.tbl"),("delimiter"="|")) pre-sorted;
+
+load dataset Regions 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/onegig/region.tbl"),("delimiter"="|")) pre-sorted;
+
+load dataset Parts 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/onegig/part.tbl"),("delimiter"="|")) pre-sorted;
+
+load dataset PartSupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/onegig/partsupp.tbl"),("delimiter"="|")) pre-sorted;
diff --git a/asterix-app/src/test/resources/tpch/queries/local/load_tbl_data_20x_2node.aql b/asterix-app/src/test/resources/tpch/queries/local/load_tbl_data_20x_2node.aql
new file mode 100644
index 0000000..606cde1
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/local/load_tbl_data_20x_2node.aql
@@ -0,0 +1,137 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+declare type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+declare type RegionType as closed {
+  r_regionkey: int32,
+  r_name: string,
+  r_comment: string
+}
+
+declare type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+declare type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Regions(RegionType)
+  partitioned by key r_regionkey on group1;
+declare dataset Parts(PartType)
+  partitioned by key p_partkey on group1;
+declare dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+
+load dataset LineItems 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/twentygigs/lineitem.tbl.1,nc1:///opt/tpch/twentygigs/lineitem.tbl.2"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/twentygigs/orders.tbl.1,nc1:///opt/tpch/twentygigs/orders.tbl.2"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Customers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/twentygigs/customer.tbl.1,nc1:///opt/tpch/twentygigs/customer.tbl.2"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Suppliers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/twentygigs/supplier.tbl.1,nc1:///opt/tpch/twentygigs/supplier.tbl.2"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Nations 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/twentygigs/nation.tbl.1"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Regions 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/twentygigs/region.tbl.1"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset Parts 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/twentygigs/part.tbl.1,nc2:///opt/tpch/twentygigs/part.tbl.2"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+load dataset PartSupp 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///opt/tpch/twentygigs/partsupp.tbl.1,nc2:///opt/tpch/twentygigs/partsupp.tbl.2"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
diff --git a/asterix-app/src/test/resources/tpch/queries/local/orders-index-create.aql b/asterix-app/src/test/resources/tpch/queries/local/orders-index-create.aql
new file mode 100644
index 0000000..e369f10
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/local/orders-index-create.aql
@@ -0,0 +1,22 @@
+use dataverse tpch;
+
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+
+create index idx_Orders_Custkey on Orders(o_custkey);
diff --git a/asterix-app/src/test/resources/tpch/queries/local/orders-index-search.aql b/asterix-app/src/test/resources/tpch/queries/local/orders-index-search.aql
new file mode 100644
index 0000000..f4c9fd9
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/local/orders-index-search.aql
@@ -0,0 +1,33 @@
+use dataverse tpch;
+
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+
+declare index idx_Orders_Custkey on Orders(o_custkey);
+
+write output to nc1:"/tmp/orders-index-search.adm";
+
+
+for $o in dataset('Orders')
+where
+  $o.o_custkey = 40
+return {  
+  "o_orderkey": $o.o_orderkey,
+  "o_custkey": $o.o_custkey 
+}
diff --git a/asterix-app/src/test/resources/tpch/queries/local/q1_pricing_summary_report.aql b/asterix-app/src/test/resources/tpch/queries/local/q1_pricing_summary_report.aql
new file mode 100644
index 0000000..a69528c
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/local/q1_pricing_summary_report.aql
@@ -0,0 +1,51 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+
+// for external datasets, use:
+//
+// declare dataset LineItems(LineItemType)
+//   splits nc1:"/opt/tmp/tpch0.001/lineitem.tbl" delimited by "|";
+
+
+write output to nc1:"/tmp/q1_pricing_summary_report.adm";
+ 
+for $l in dataset('LineItems')
+where $l.l_shipdate <= '1998-09-02'
+group by $l_returnflag := $l.l_returnflag, $l_linestatus := $l.l_linestatus  
+  with $l
+order by $l_returnflag, $l_linestatus
+return {
+  "l_returnflag": $l_returnflag,
+  "l_linestatus": $l_linestatus,
+  "sum_qty": sum(for $i in $l return $i.l_quantity),
+  "sum_base_price": sum(for $i in $l return $i.l_extendedprice),
+  "sum_disc_price": sum(for $i in $l return $i.l_extendedprice * (1 - $i.l_discount)),
+  "sum_charge": sum(for $i in $l return $i.l_extendedprice * (1 - $i.l_discount) * (1 + $i.l_tax)),
+  "ave_qty": avg(for $i in $l return $i.l_quantity),  
+  "ave_price": avg(for $i in $l return $i.l_extendedprice),
+  "ave_disc": avg(for $i in $l return $i.l_discount),
+  "count_order": count($l)
+}   
diff --git a/asterix-app/src/test/resources/tpch/queries/local/q3_shipping_priority.aql b/asterix-app/src/test/resources/tpch/queries/local/q3_shipping_priority.aql
new file mode 100644
index 0000000..b5c27cc
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/local/q3_shipping_priority.aql
@@ -0,0 +1,78 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+
+write output to nc1:"/tmp/q3_shipping_priority.adm";
+
+for $c in dataset('Customers')
+for $o in dataset('Orders')
+where
+  $c.c_mktsegment = 'BUILDING' and $c.c_custkey = $o.o_custkey 
+for $l in dataset('LineItems')
+where
+  $l.l_orderkey = $o.o_orderkey and
+  $o.o_orderdate < '1995-03-15' and $l.l_shipdate > '1995-03-15'
+group by $l_orderkey := $l.l_orderkey, $o_orderdate := $o.o_orderdate, $o_shippriority := $o.o_shippriority
+  with $l
+let $revenue := sum (
+  for $i in $l 
+  return 
+    $i.l_extendedprice * (1 - $i.l_discount)
+)
+order by $revenue desc, $o_orderdate
+limit 10
+return {  
+  "l_orderkey": $l_orderkey,
+  "revenue": $revenue,
+  "o_orderdate": $o_orderdate,
+  "o_shippriority": $o_shippriority 
+}
diff --git a/asterix-app/src/test/resources/tpch/queries/local/q5_local_supplier_volume.aql b/asterix-app/src/test/resources/tpch/queries/local/q5_local_supplier_volume.aql
new file mode 100644
index 0000000..9fe2ed6
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/local/q5_local_supplier_volume.aql
@@ -0,0 +1,117 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+declare type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+declare type RegionType as closed {
+  r_regionkey: int32,
+  r_name: string,
+  r_comment: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Regions(RegionType)
+  partitioned by key r_regionkey on group1;
+  
+write output to nc1:"/tmp/q5_local_supplier_volume.adm";
+
+
+for $c in dataset('Customers')
+for $o1 in 
+(  for $o in dataset('Orders')
+   for $l1 in (
+     for $l in dataset('LineItems')
+     for $s1 in 
+     (  for $s in dataset('Suppliers')
+        for $n1 in 
+        (  for $n in dataset('Nations')
+           for $r in dataset('Regions')
+             where $n.n_regionkey = $r.r_regionkey and $r.r_name = 'ASIA'
+           return 
+              {"n_name": $n.n_name, "n_nationkey": $n.n_nationkey}  )
+        where $s.s_nationkey = $n1.n_nationkey
+        return 
+           { "n_name": $n1.n_name, "s_suppkey": $s.s_suppkey, "s_nationkey": $s.s_nationkey }  )
+     where $l.l_suppkey = $s1.s_suppkey      
+     return 
+        { "n_name": $s1.n_name, "l_extendedprice": $l.l_extendedprice, "l_discount": $l.l_discount, "l_orderkey": $l.l_orderkey, "s_nationkey": $s1.s_nationkey }  )
+   where $l1.l_orderkey = $o.o_orderkey and $o.o_orderdate >= '1994-01-01' and $o.o_orderdate < '1995-01-01'
+   return 
+     { "n_name": $l1.n_name, "l_extendedprice": $l1.l_extendedprice, "l_discount": $l1.l_discount, "s_nationkey": $l1.s_nationkey, "o_custkey": $o.o_custkey }  )
+where $c.c_nationkey = $o1.s_nationkey and $c.c_custkey = $o1.o_custkey     
+group by $n_name := $o1.n_name with $o1
+let $revenue := sum (
+  for $i in $o1 
+  return 
+    $i.l_extendedprice * (1 - $i.l_discount)
+)
+order by $revenue desc
+return 
+  { "n_name": $n_name, "revenue": $revenue }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/tpch/queries/local/q9_product_type_profit.aql b/asterix-app/src/test/resources/tpch/queries/local/q9_product_type_profit.aql
new file mode 100644
index 0000000..c0643b1
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/local/q9_product_type_profit.aql
@@ -0,0 +1,127 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+
+declare type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+declare type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+declare type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+declare type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Parts(PartType)
+  partitioned by key p_partkey on group1;
+declare dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+  
+write output to nc1:"/tmp/q9_product_type_profit.adm";
+
+                
+for $profit in 
+(  for $o in dataset('Orders')
+   for $l3 in 
+   (  for $p in dataset('Parts')
+      for $l2 in 
+      (  for $ps in dataset('PartSupp')
+         for $l1 in 
+        (  for $s1 in
+            (  for $s in dataset('Suppliers')
+               for $n in dataset('Nations')
+               where $n.n_nationkey = $s.s_nationkey
+               return 
+                 { "s_suppkey": $s.s_suppkey, "n_name": $n.n_name}  )
+            for $l in dataset('LineItems')
+            where $s1.s_suppkey = $l.l_suppkey       
+            return 
+              { "l_suppkey": $l.l_suppkey, "l_extendedprice": $l.l_extendedprice, "l_discount": $l.l_discount,
+                "l_quantity": $l.l_quantity, "l_partkey": $l.l_partkey, "l_orderkey": $l.l_orderkey, "n_name": $s1.n_name } )
+         where $ps.ps_suppkey = $l1.l_suppkey and $ps.ps_partkey = $l1.l_partkey       
+         return 
+           { "l_extendedprice": $l1.l_extendedprice, "l_discount": $l1.l_discount, "l_quantity": $l1.l_quantity, 
+             "l_partkey": $l1.l_partkey, "l_orderkey": $l1.l_orderkey, "n_name": $l1.n_name, "ps_supplycost": $ps.ps_supplycost }  )
+      where contains($p.p_name, 'green') and $p.p_partkey = $l2.l_partkey    
+      return 
+        { "l_extendedprice": $l2.l_extendedprice, "l_discount": $l2.l_discount, "l_quantity": $l2.l_quantity, 
+          "l_orderkey": $l2.l_orderkey, "n_name": $l2.n_name, "ps_supplycost": $l2.ps_supplycost  }  )
+   where $o.o_orderkey = $l3.l_orderkey
+   let $amount := $l3.l_extendedprice * (1 - $l3.l_discount) -  $l3.ps_supplycost * $l3.l_quantity 
+   let $o_year := year($o.o_orderdate)
+   return 
+     { "nation": $l3.n_name, "o_year": $o_year, "amount": $amount }  )
+ group by $nation := $profit.nation, $o_year := $profit.o_year with $profit
+ order by $nation, $o_year desc
+ return 
+   { "nation": $nation, 
+     "o_year": $o_year, 
+      "sum_profit": sum( for $pr in $profit return $pr.amount )  }    
+   
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/tpch/queries/local/scan_filter_lineitem.aql b/asterix-app/src/test/resources/tpch/queries/local/scan_filter_lineitem.aql
new file mode 100644
index 0000000..3855746
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/local/scan_filter_lineitem.aql
@@ -0,0 +1,40 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+
+// load dataset LineItems from nc1:"/opt/tpch/tengigs/lineitem.tbl" delimited by "|";
+
+// for external datasets, use:
+//
+// declare dataset LineItems(LineItemType)
+//   splits nc1:"/opt/tmp/tpch0.001/lineitem.tbl" delimited by "|";
+
+
+write output to nc1:"/tmp/li_10x.adm";
+
+for $li in dataset('LineItems')
+where $li.l_orderkey = 1
+return $li
+
diff --git a/asterix-app/src/test/resources/tpch/queries/local/write-custorder.aql b/asterix-app/src/test/resources/tpch/queries/local/write-custorder.aql
new file mode 100644
index 0000000..9757ff8
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/local/write-custorder.aql
@@ -0,0 +1,67 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare type CustOrderType as closed {
+  co_custkey: int32, 
+  co_orderkey: int32
+}
+
+declare nodegroup group1 on nc1, nc2;
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+declare dataset CustOrder(CustOrderType)
+  partitioned by key co_custkey on group1;
+
+write into dataset CustOrder 
+( for $c in dataset('Customers')
+  for $o in dataset('Orders')
+  where $c.c_custkey = $o.o_custkey
+   return
+  { "co_custkey": $c.c_custkey, "co_orderkey": $o.o_orderkey }
+);
diff --git a/asterix-app/src/test/resources/tpch/queries/rainbow/load_data_tbl_50x.aql b/asterix-app/src/test/resources/tpch/queries/rainbow/load_data_tbl_50x.aql
new file mode 100644
index 0000000..9635891
--- /dev/null
+++ b/asterix-app/src/test/resources/tpch/queries/rainbow/load_data_tbl_50x.aql
@@ -0,0 +1,159 @@
+use dataverse tpch;
+
+declare type LineItemType as closed {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+declare type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+declare type CustomerType as closed {
+  c_custkey: int32, 
+  c_name: string, 
+  c_address: string, 
+  c_nationkey: int32, 
+  c_phone: string, 
+  c_acctbal: double, 
+  c_mktsegment: string,
+  c_comment: string
+}
+
+declare type SupplierType as closed {
+  s_suppkey: int32, 
+  s_name: string,
+  s_address: string,
+  s_nationkey: int32,
+  s_phone: string,
+  s_acctbal: double,
+  s_comment: string
+}
+
+declare type NationType as closed {
+  n_nationkey: int32,
+  n_name: string,
+  n_regionkey: int32,
+  n_comment: string
+}
+
+declare type RegionType as closed {
+  r_regionkey: int32,
+  r_name: string,
+  r_comment: string
+}
+
+declare type PartType as closed {
+  p_partkey: int32, 
+  p_name: string, 
+  p_mfgr: string,
+  p_brand: string,
+  p_type: string,
+  p_size: int32,
+  p_container: string,
+  p_retailprice: double,
+  p_comment: string
+}
+
+declare type PartSuppType as closed {
+  ps_partkey: int32, 
+  ps_suppkey: int32,
+  ps_availqty: int32,
+  ps_supplycost: double,
+  ps_comment: string 
+}
+
+declare nodegroup group1 on rainbow-01, rainbow-02, rainbow-03,
+rainbow-04, rainbow-05;
+
+declare dataset LineItems(LineItemType)
+  partitioned by key l_orderkey, l_linenumber on group1;
+declare dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+declare dataset Customers(CustomerType) 
+  partitioned by key c_custkey on group1;
+declare dataset Suppliers(SupplierType)
+  partitioned by key s_suppkey on group1;
+declare dataset Nations(NationType) 
+  partitioned by key n_nationkey on group1;
+declare dataset Regions(RegionType)
+  partitioned by key r_regionkey on group1;
+declare dataset Parts(PartType)
+  partitioned by key p_partkey on group1;
+declare dataset PartSupp(PartSuppType)
+  partitioned by key ps_partkey, ps_suppkey on group1;  
+
+
+load dataset Customers from 
+   rainbow-01:"/data/onose/fiftygigs/customer.tbl.1",
+   rainbow-02:"/data/onose/fiftygigs/customer.tbl.2",
+   rainbow-03:"/data/onose/fiftygigs/customer.tbl.3",
+   rainbow-04:"/data/onose/fiftygigs/customer.tbl.4",
+   rainbow-05:"/data/onose/fiftygigs/customer.tbl.5"
+     delimited by "|" pre-sorted;
+
+load dataset Suppliers from 
+   rainbow-01:"/data/onose/fiftygigs/supplier.tbl.1",
+   rainbow-02:"/data/onose/fiftygigs/supplier.tbl.2",
+   rainbow-03:"/data/onose/fiftygigs/supplier.tbl.3",
+   rainbow-04:"/data/onose/fiftygigs/supplier.tbl.4",
+   rainbow-05:"/data/onose/fiftygigs/supplier.tbl.5"
+     delimited by "|" pre-sorted;
+
+load dataset Nations from rainbow-05:"/data/onose/fiftygigs/nation.tbl"  delimited by "|" pre-sorted;
+
+load dataset Regions from rainbow-05:"/data/onose/fiftygigs/region.tbl"  delimited by "|" pre-sorted;
+
+load dataset Parts from 
+   rainbow-01:"/data/onose/fiftygigs/part.tbl.1",
+   rainbow-02:"/data/onose/fiftygigs/part.tbl.2",
+   rainbow-03:"/data/onose/fiftygigs/part.tbl.3",
+   rainbow-04:"/data/onose/fiftygigs/part.tbl.4",
+   rainbow-05:"/data/onose/fiftygigs/part.tbl.5"
+     delimited by "|" pre-sorted;
+
+load dataset PartSupp from 
+   rainbow-01:"/data/onose/fiftygigs/partsupp.tbl.1",
+   rainbow-02:"/data/onose/fiftygigs/partsupp.tbl.2",
+   rainbow-03:"/data/onose/fiftygigs/partsupp.tbl.3",
+   rainbow-04:"/data/onose/fiftygigs/partsupp.tbl.4",
+   rainbow-05:"/data/onose/fiftygigs/partsupp.tbl.5"
+     delimited by "|" pre-sorted;
+
+load dataset Orders from 
+   rainbow-01:"/data/onose/fiftygigs/orders.tbl.1",
+   rainbow-02:"/data/onose/fiftygigs/orders.tbl.2",
+   rainbow-03:"/data/onose/fiftygigs/orders.tbl.3",
+   rainbow-04:"/data/onose/fiftygigs/orders.tbl.4",
+   rainbow-05:"/data/onose/fiftygigs/orders.tbl.5"
+     delimited by "|" pre-sorted;
+
+load dataset LineItems from 
+   rainbow-01:"/data/onose/fiftygigs/lineitem.tbl.1",
+   rainbow-02:"/data/onose/fiftygigs/lineitem.tbl.2",
+   rainbow-03:"/data/onose/fiftygigs/lineitem.tbl.3",
+   rainbow-04:"/data/onose/fiftygigs/lineitem.tbl.4",
+   rainbow-05:"/data/onose/fiftygigs/lineitem.tbl.5"
+     delimited by "|" pre-sorted;