Added asterix project
git-svn-id: https://asterixdb.googlecode.com/svn/trunk/asterix@12 eaa15691-b419-025a-1212-ee371bd00084
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";
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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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+ "type": "connector-info"
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+ "type": "connector"
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+ "type": "connector-info"
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+ "type": "connector"
+ },
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+ "type": "connector-info"
+ },
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+ "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+ "type": "connector"
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+ "type": "connector-info"
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+ "type": "connector"
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+ "in-operator-id": "ODID:800cab7e-8228-4c85-b19a-39cb844893b7",
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+ "out-operator-port": 0,
+ "type": "connector-info"
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+ {
+ "connector": {
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+ "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+ "type": "connector"
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+ "in-operator-id": "ODID:ad75356e-262b-468d-ad27-5ead6cfa49b3",
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+ "type": "connector-info"
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+ {
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+ "type": "connector-info"
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+ "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.MToNHashPartitioningConnectorDescriptor",
+ "type": "connector"
+ },
+ "in-operator-id": "ODID:fe400283-741d-4b35-bc79-9e430715f3fb",
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+ "type": "connector-info"
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+ "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
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+ },
+ {
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+ "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+ "type": "connector"
+ },
+ "in-operator-id": "ODID:3796886b-044c-4bfd-b682-9c3a2df05f31",
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+ "out-operator-port": 0,
+ "type": "connector-info"
+ },
+ {
+ "connector": {
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+ "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,
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+ "out-operator-port": 0,
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+ {
+ "connector": {
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+ "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+ "type": "connector"
+ },
+ "in-operator-id": "ODID:5f398745-a0da-4a93-8654-add2e550003c",
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+ {
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+ "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": {
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+ "java-class": "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor",
+ "type": "connector"
+ },
+ "in-operator-id": "ODID:17c0bf1d-edab-423b-a932-23d1c3111b0e",
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+ "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"
+ },
+ {
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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 }
