diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/create-drop-error/create-drop-error.8.ddl.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/create-drop-error/create-drop-error.8.ddl.sqlpp
index eb0fa47..72cd219 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/create-drop-error/create-drop-error.8.ddl.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/create-drop-error/create-drop-error.8.ddl.sqlpp
@@ -17,7 +17,7 @@
  * under the License.
  */
 
-// Verify that vertices w/ the same label cannot have conflicting primary keys.
+// Verify that no two vertices can have the same label.
 
 DROP DATAVERSE    TestDataverse IF EXISTS;
 CREATE DATAVERSE  TestDataverse;
@@ -34,6 +34,6 @@
                   PRIMARY KEY (_id)
                   AS GenericDataset,
 VERTEX            (:Vertex1)
-                  PRIMARY KEY (_other_id)
+                  PRIMARY KEY (_id)
                   AS ( FROM GenericDataset
                        SELECT VALUE { "_other_id": _other_id } );
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/dangling-vertices/dangling-vertices.5.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/dangling-vertices/dangling-vertices.5.query.sqlpp
index b37cb34..78851df 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/dangling-vertices/dangling-vertices.5.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/dangling-vertices/dangling-vertices.5.query.sqlpp
@@ -17,6 +17,8 @@
  * under the License.
  */
 
+-- param max-warnings:string=2
+
 // There are two dangling vertices of different labels, and zero edges.
 FROM GRAPH  Yelp.YelpGraph
 MATCH       (u:User), (r:Review)
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/fixed-sub-path/fixed-sub-path.3.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/fixed-sub-path/fixed-sub-path.3.query.sqlpp
index ee62ea8..6b4ee2e 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/fixed-sub-path/fixed-sub-path.3.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/fixed-sub-path/fixed-sub-path.3.query.sqlpp
@@ -28,10 +28,9 @@
                         SELECT  F.user_id AS user_id,
                                 F.friend AS friend )
 MATCH       (u2:User)<-[fw:FRIENDS_WITH{2,2}]-(u1:User)
-UNNEST      fw AS fwEdgeRecord
-LET         fw_left_vertex = VERTEX_KEY(fwEdgeRecord.LeftVertex)
+UNNEST      fw.Vertices AS pathVertex
 SELECT      u1.user_id AS u1_user_id,
-            fw_left_vertex,
             u2.user_id AS u2_user_id,
-            HOP_COUNT(fw) AS fw_hops
-ORDER BY    u1, fw_left_vertex, u2;
\ No newline at end of file
+            pathVertex.user_id AS path_user_id,
+            LEN(fw.Edges) AS fw_hops
+ORDER BY    u1, pathVertex, u2;
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/fixed-sub-path/fixed-sub-path.4.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/fixed-sub-path/fixed-sub-path.4.query.sqlpp
index bfef02f..a128b19 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/fixed-sub-path/fixed-sub-path.4.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/fixed-sub-path/fixed-sub-path.4.query.sqlpp
@@ -28,10 +28,9 @@
                         SELECT  F.user_id AS user_id,
                                 F.friend AS friend )
 MATCH       (u2:User)<-[fw:FRIENDS_WITH{3,3}]-(u1:User)
-UNNEST      fw AS fwEdgeRecord
-LET         fw_left_vertex = VERTEX_KEY(fwEdgeRecord.LeftVertex)
+UNNEST      fw.Vertices AS pathVertex
 SELECT      u1.user_id AS u1_user_id,
-            fw_left_vertex,
             u2.user_id AS u2_user_id,
-            HOP_COUNT(fw) AS fw_hops
-ORDER BY    u1, fw_left_vertex, u2;
\ No newline at end of file
+            pathVertex.user_id AS path_user_id,
+            LEN(fw.Edges) AS fw_hops
+ORDER BY    u1, pathVertex, u2;
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/fixed-sub-path/fixed-sub-path.5.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/fixed-sub-path/fixed-sub-path.5.query.sqlpp
index e12bf13..16060ca 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/fixed-sub-path/fixed-sub-path.5.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/fixed-sub-path/fixed-sub-path.5.query.sqlpp
@@ -29,15 +29,9 @@
                                 F.friend AS friend )
 MATCH       (u2:User)<-[fw1:FRIENDS_WITH{2,2}]-(u1:User),
             (u3:User)<-[fw2:FRIENDS_WITH{2,2}]-(u2)
-UNNEST      fw1 AS fw1EdgeRecord
-UNNEST      fw2 AS fw2EdgeRecord
-LET         fw1_left_vertex = VERTEX_KEY(fw1EdgeRecord.LeftVertex),
-            fw2_left_vertex = VERTEX_KEY(fw2EdgeRecord.LeftVertex)
 SELECT      u1.user_id AS u1_user_id,
-            fw1_left_vertex,
             u2.user_id AS u2_user_id,
-            fw2_left_vertex,
             u3.user_id AS u3_user_id,
-            HOP_COUNT(fw1) AS fw1_hops,
-            HOP_COUNT(fw2) AS fw2_hops
-ORDER BY    u1, fw1_left_vertex, u2, fw2_left_vertex, u3;
\ No newline at end of file
+            LEN(fw1.Edges) AS fw1_hops,
+            LEN(fw2.Edges) AS fw2_hops
+ORDER BY    u1, u2, u3;
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/fixed-sub-path/fixed-sub-path.6.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/fixed-sub-path/fixed-sub-path.6.query.sqlpp
index ec08830..7630241 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/fixed-sub-path/fixed-sub-path.6.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/fixed-sub-path/fixed-sub-path.6.query.sqlpp
@@ -28,10 +28,7 @@
                         SELECT  F.user_id AS user_id,
                                 F.friend AS friend )
 MATCH       (u2:User)<-[fw:FRIENDS_WITH{1,1}]-(u1:User)
-UNNEST      fw AS fwEdgeRecord
-LET         fw_left_vertex = VERTEX_KEY(fwEdgeRecord.LeftVertex)
 SELECT      u1.user_id AS u1_user_id,
-            fw_left_vertex,
             u2.user_id AS u2_user_id,
-            HOP_COUNT(fw) AS fw_hops
-ORDER BY    u1, fw_left_vertex, u2;
\ No newline at end of file
+            LEN(fw.Edges) AS fw_hops
+ORDER BY    u1, u2;
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/fixed-sub-path/fixed-sub-path.8.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/fixed-sub-path/fixed-sub-path.8.query.sqlpp
index fcedada..56aeb27 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/fixed-sub-path/fixed-sub-path.8.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/fixed-sub-path/fixed-sub-path.8.query.sqlpp
@@ -28,10 +28,13 @@
                         SELECT  F.user_id AS user_id,
                                 F.friend AS friend )
 MATCH       (u2:User)-[fw:FRIENDS_WITH{2,2}]-(u1:User)
-UNNEST      fw AS fwEdgeRecord
-LET         fw_left_vertex = VERTEX_KEY(fwEdgeRecord.LeftVertex)
+LET         fwVertices = ( FROM    fw.Vertices FW
+                           SELECT  VALUE FW.user_id ),
+            fwEdges =    ( FROM    fw.Edges FW
+                           SELECT  VALUE FW.friend )
 SELECT      u1.user_id AS u1_user_id,
-            fw_left_vertex,
             u2.user_id AS u2_user_id,
-            HOP_COUNT(fw) AS fw_hops
-ORDER BY    u1, fw_left_vertex, u2;
\ No newline at end of file
+            fwVertices,
+            fwEdges,
+            LEN(fwEdges) AS fw_hops
+ORDER BY    u1, u2, fwVertices, fwEdges;
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/graphix-functions/graphix-functions.3.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/graphix-functions/graphix-functions.3.query.sqlpp
index 35463a2..71e441c 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/graphix-functions/graphix-functions.3.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/graphix-functions/graphix-functions.3.query.sqlpp
@@ -17,22 +17,14 @@
  * under the License.
  */
 
-// Test each simple vertex function (label, key, properties, and detail).
+// Test each simple vertex function (label and detail).
 FROM GRAPH  VERTEX (:User)
                    PRIMARY KEY (user_id)
                    AS Yelp.Users,
             VERTEX (:Review)
                    PRIMARY KEY (review_id)
-                   AS Yelp.Reviews,
-            EDGE   (:User)<-[:MADE_BY]-(:Review)
-                   SOURCE KEY (review_id)
-                   DESTINATION KEY (user_id)
-                   AS ( FROM    Yelp.Reviews R
-                        SELECT  R.review_id,
-                                R.user_id )
+                   AS Yelp.Reviews
 MATCH       (n)
-SELECT      VERTEX_KEY(n) AS vertexKey,
-            LABEL(n) AS vertexLabel,
-            VERTEX_PROPERTIES(n) AS vertexProperties,
+SELECT      LABEL(n) AS vertexLabel,
             VERTEX_DETAIL(n) AS vertexDetail
 ORDER BY    n;
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/graphix-functions/graphix-functions.4.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/graphix-functions/graphix-functions.4.query.sqlpp
index 20f08c2..0283334 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/graphix-functions/graphix-functions.4.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/graphix-functions/graphix-functions.4.query.sqlpp
@@ -17,7 +17,7 @@
  * under the License.
  */
 
-// Test each simple edge function (direction, label, keys, detail, properties).
+// Test each simple edge function (direction, label, and detail).
 FROM GRAPH  VERTEX (:User)
                    PRIMARY KEY (user_id)
                    AS Yelp.Users,
@@ -37,14 +37,13 @@
                         SELECT  R.review_id,
                                 R.user_id )
 MATCH       (n1)-[e]-(n2)
+LET         sourceVertex = SOURCE_VERTEX(e),
+            destVertex = DEST_VERTEX(e)
 SELECT      DIRECTION(e) AS direction,
-            SOURCE_KEY(e) AS sourceKeyValue,
-            DEST_KEY(e) AS destKeyValue,
-            LEFT_TO_RIGHT_IF(e, n1, n2) AS sourceVertex,
-            RIGHT_TO_LEFT_IF(e, n1, n2) AS destVertex,
-            EDGE_DETAIL(e) AS edgeDetail,
-            EDGE_PROPERTIES(e) AS edgeProperties,
             LABEL(e) AS edgeLabel,
             LABEL(n1) AS n1Label,
-            LABEL(n2) AS n2Label
-ORDER BY    n1, e, n2;
\ No newline at end of file
+            LABEL(n2) AS n2Label,
+            LABEL(sourceVertex) AS sourceVertexLabel,
+            LABEL(destVertex) AS destVertexLabel,
+            EDGE_DETAIL(e) AS edgeDetail
+ORDER BY    direction, edgeLabel, n1Label, n2Label, edgeDetail;
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/graphix-functions/graphix-functions.5.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/graphix-functions/graphix-functions.5.query.sqlpp
index 3595efb..a427758 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/graphix-functions/graphix-functions.5.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/graphix-functions/graphix-functions.5.query.sqlpp
@@ -20,34 +20,17 @@
 // Test each path function (edges, hop-count, labels, vertices).
 FROM GRAPH  VERTEX (:User)
                    PRIMARY KEY (user_id)
-                   AS ( FROM      Yelp.Users U
-                        SELECT    VALUE U
-                        ORDER BY  U.user_id
-                        LIMIT     2 ),
-            VERTEX (:Review)
-                   PRIMARY KEY (review_id)
-                   AS ( FROM      Yelp.Reviews R
-                        SELECT    VALUE R
-                        ORDER BY  R.review_id
-                        LIMIT     2 ),
+                   AS Yelp.Users,
             EDGE   (:User)-[:FRIENDS_WITH]->(:User)
                    SOURCE KEY (user_id)
                    DESTINATION KEY (friend)
                    AS ( FROM    Yelp.Friends F
                         SELECT  F.user_id AS user_id,
-                                F.friend AS friend ),
-            EDGE   (:User)<-[:MADE_BY]-(:Review)
-                   SOURCE KEY (review_id)
-                   DESTINATION KEY (user_id)
-                   AS ( FROM    Yelp.Reviews R
-                        SELECT  R.review_id,
-                                R.user_id )
-MATCH       (n1)-[e:{1,1}]-(n2)-(n3) AS p
+                                F.friend AS friend )
+MATCH       (n1)-[e:{1,2}]->(n2)->(n3) AS p
 SELECT      EDGES(p) AS pEdges,
             EDGES(e) AS eEdges,
             HOP_COUNT(p) AS pHopCount,
-            LABELS(p) AS pLabels,
-            LABELS(e) AS eLabels,
             VERTICES(p) AS pVertices,
             VERTICES(e) AS eVertices
 ORDER BY    n1, e, n2, n3;
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/inference-resolution/inference-resolution.6.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/inference-resolution/inference-resolution.6.query.sqlpp
index 3d6e9a9..30de634 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/inference-resolution/inference-resolution.6.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/inference-resolution/inference-resolution.6.query.sqlpp
@@ -40,8 +40,7 @@
                    AS ( FROM    Yelp.Reviews R
                         SELECT  R.review_id, R.user_id )
 MATCH       (u:User)-[e:{2,2}]->(n) // (u:User)-[]->()-[]->(n)
-UNNEST      e AS edgeRecord
-LET         ee = edgeRecord.`Edge`
+UNNEST      PATH_EDGES(e) AS ee
 SELECT      DISTINCT LABEL(ee) AS e_label,
                      LABEL(n) AS n_label,
-                     LEN(e) AS e_length;
+                     PATH_HOP_COUNT(e) AS e_length;
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.2.update.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.2.update.sqlpp
index e85ca82..9b027ce 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.2.update.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.2.update.sqlpp
@@ -33,53 +33,3 @@
   { "user_id": 2, "friend": 3, "group_id": 3 },
   { "user_id": 2, "friend": null, "group_id": 3 }
 ];
-
-INSERT INTO       Users [
-  { "user_id": 1, "group_id": 4 },
-  { "user_id": 2, "group_id": 4 },
-  { "user_id": 3, "group_id": 4 }
-];
-INSERT INTO       Friends [
-  { "user_id": 1, "friend": 2, "group_id": 4 },
-  { "user_id": 2, "friend": 3, "group_id": 4 }
-];
-INSERT INTO       Reviews [
-  { "review_id": "A", "user_id": 2, "group_id": 4 }
-];
-
-INSERT INTO       Users [
-  { "user_id": 1, "group_id": 5 },
-  { "user_id": 2, "group_id": 5 },
-  { "user_id": 3, "group_id": 5 },
-  { "user_id": 4, "group_id": 5 },
-  { "user_id": 5, "group_id": 5 }
-];
-INSERT INTO       Friends [
-  { "user_id": 1, "friend": 2, "group_id": 5 },
-  { "user_id": 3, "friend": 1, "group_id": 5 },
-  { "user_id": 4, "friend": 1, "group_id": 5 },
-  { "user_id": 1, "friend": 4, "group_id": 5 }
-];
-INSERT INTO       Reviews [
-  { "review_id": "A", "user_id": 3, "group_id": 5 },
-  { "review_id": "B", "user_id": 4, "group_id": 5 },
-  { "review_id": "C", "user_id": 5, "group_id": 5 }
-];
-
-INSERT INTO       Users [
-  { "user_id": 1, "group_id": 6 },
-  { "user_id": 2, "group_id": 6 },
-  { "user_id": 3, "group_id": 6 },
-  { "user_id": 4, "group_id": 6 },
-  { "user_id": 5, "group_id": 6 }
-];
-INSERT INTO       Friends [
-  { "user_id": 1, "friend": 2, "group_id": 6 },
-  { "user_id": 1, "friend": 3, "group_id": 6 },
-  { "user_id": 3, "friend": 4, "group_id": 6 },
-  { "user_id": 3, "friend": 5, "group_id": 6 }
-];
-INSERT INTO       Reviews [
-  { "review_id": "A", "user_id": 2, "group_id": 6 },
-  { "review_id": "B", "user_id": 3, "group_id": 6 }
-];
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/minimal-resolution/minimal-resolution.2.update.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.4.update.sqlpp
similarity index 69%
rename from asterix-graphix/src/test/resources/runtimets/queries/graphix/minimal-resolution/minimal-resolution.2.update.sqlpp
rename to asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.4.update.sqlpp
index 24fdd88..d1fac44 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/minimal-resolution/minimal-resolution.2.update.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.4.update.sqlpp
@@ -19,24 +19,19 @@
 
 USE               Yelp;
 
+DELETE FROM       Users;
+DELETE FROM       Reviews;
+DELETE FROM       Friends;
+
 INSERT INTO       Users [
-  { "user_id": 1 },
-  { "user_id": 2 },
-  { "user_id": 3 },
-  { "user_id": 4 }
+  { "user_id": 1, "group_id": 4 },
+  { "user_id": 2, "group_id": 4 },
+  { "user_id": 3, "group_id": 4 }
 ];
-
 INSERT INTO       Friends [
-  { "user_id": 1, "friend": 2 },
-  { "user_id": 4, "friend": 2 },
-  { "user_id": 3, "friend": 2 }
+  { "user_id": 1, "friend": 2, "group_id": 4 },
+  { "user_id": 2, "friend": 3, "group_id": 4 }
 ];
-
 INSERT INTO       Reviews [
-  { "review_id": "A", "user_id": 1 },
-  { "review_id": "B", "user_id": 1 },
-  { "review_id": "C", "user_id": 2 },
-  { "review_id": "D", "user_id": 3 },
-  { "review_id": "E", "user_id": 4 },
-  { "review_id": "F", "user_id": 5 }
+  { "review_id": "A", "user_id": 2, "group_id": 4 }
 ];
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.5.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.5.query.sqlpp
index 3f00813..f4fe1cc 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.5.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.5.query.sqlpp
@@ -17,40 +17,36 @@
  * under the License.
  */
 
--- LEFT-MATCH query, with destination of the second LEFT-MATCH edge acting as connecting vertex.
+-- LEFT-MATCH query, with destination of the LEFT-MATCH edge acting as connecting vertex.
 FROM GRAPH  VERTEX (:User)
                    PRIMARY KEY (user_id)
                    AS ( FROM    Yelp.Users U
-                        WHERE   U.group_id = 5
+                        WHERE   U.group_id = 4
                         SELECT  U.user_id ),
             VERTEX (:Review)
                    PRIMARY KEY (review_id)
                    AS ( FROM    Yelp.Reviews R
-                        WHERE   R.group_id = 5
+                        WHERE   R.group_id = 4
                         SELECT  R.review_id ),
             EDGE   (:Review)-[:MADE_BY]->(:User)
                    SOURCE KEY (review_id)
                    DESTINATION KEY (user_id)
                    AS ( FROM    Yelp.Reviews R
-                        WHERE   R.group_id = 5
+                        WHERE   R.group_id = 4
                         SELECT  R.review_id, R.user_id ),
             EDGE   (:User)-[:FRIENDS_WITH]->(:User)
                    SOURCE KEY (user_id)
                    DESTINATION KEY (friend)
                    AS ( FROM    Yelp.Friends F
-                        WHERE   F.group_id = 5
+                        WHERE   F.group_id = 4
                         SELECT  F.user_id, F.friend )
-MATCH       (u2:User)<-[fw1:FRIENDS_WITH]-(u1:User)
-LEFT MATCH  (u3:User)<-[mb:MADE_BY]-(r:Review),
-            (u1)<-[fw2:FRIENDS_WITH]-(u3)
+MATCH       (u2:User)<-[fw:FRIENDS_WITH]-(u1:User)
+LEFT MATCH  (u1)<-[mb:MADE_BY]-(r:Review)
 SELECT      u1.user_id AS u1_user_id,
-            fw1.user_id AS fw1_user_id,
-            fw1.friend AS fw1_friend,
+            fw.user_id AS fw_user_id,
+            fw.friend AS fw_friend,
             u2.user_id AS u2_user_id,
-            u3.user_id AS u3_user_id,
             mb.user_id AS mb_user_id,
             mb.review_id AS mb_review_id,
-            r.review_id AS r_review_id,
-            fw2.user_id AS fw2_user_id,
-            fw2.friend AS fw2_friend
-ORDER BY    u1_user_id, u2_user_id, u3_user_id, r_review_id;
\ No newline at end of file
+            r.review_id AS r_review_id
+ORDER BY    u1_user_id, u2_user_id, r_review_id;
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/minimal-resolution/minimal-resolution.2.update.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.6.update.sqlpp
similarity index 60%
copy from asterix-graphix/src/test/resources/runtimets/queries/graphix/minimal-resolution/minimal-resolution.2.update.sqlpp
copy to asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.6.update.sqlpp
index 24fdd88..e1e1c5f 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/minimal-resolution/minimal-resolution.2.update.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.6.update.sqlpp
@@ -19,24 +19,25 @@
 
 USE               Yelp;
 
+DELETE FROM       Users;
+DELETE FROM       Reviews;
+DELETE FROM       Friends;
+
 INSERT INTO       Users [
-  { "user_id": 1 },
-  { "user_id": 2 },
-  { "user_id": 3 },
-  { "user_id": 4 }
+  { "user_id": 1, "group_id": 5 },
+  { "user_id": 2, "group_id": 5 },
+  { "user_id": 3, "group_id": 5 },
+  { "user_id": 4, "group_id": 5 },
+  { "user_id": 5, "group_id": 5 }
 ];
-
 INSERT INTO       Friends [
-  { "user_id": 1, "friend": 2 },
-  { "user_id": 4, "friend": 2 },
-  { "user_id": 3, "friend": 2 }
+  { "user_id": 1, "friend": 2, "group_id": 5 },
+  { "user_id": 3, "friend": 1, "group_id": 5 },
+  { "user_id": 4, "friend": 1, "group_id": 5 },
+  { "user_id": 1, "friend": 4, "group_id": 5 }
 ];
-
 INSERT INTO       Reviews [
-  { "review_id": "A", "user_id": 1 },
-  { "review_id": "B", "user_id": 1 },
-  { "review_id": "C", "user_id": 2 },
-  { "review_id": "D", "user_id": 3 },
-  { "review_id": "E", "user_id": 4 },
-  { "review_id": "F", "user_id": 5 }
+  { "review_id": "A", "user_id": 3, "group_id": 5 },
+  { "review_id": "B", "user_id": 4, "group_id": 5 },
+  { "review_id": "C", "user_id": 5, "group_id": 5 }
 ];
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.4.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.7.query.sqlpp
similarity index 71%
rename from asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.4.query.sqlpp
rename to asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.7.query.sqlpp
index f4fe1cc..3f00813 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.4.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.7.query.sqlpp
@@ -17,36 +17,40 @@
  * under the License.
  */
 
--- LEFT-MATCH query, with destination of the LEFT-MATCH edge acting as connecting vertex.
+-- LEFT-MATCH query, with destination of the second LEFT-MATCH edge acting as connecting vertex.
 FROM GRAPH  VERTEX (:User)
                    PRIMARY KEY (user_id)
                    AS ( FROM    Yelp.Users U
-                        WHERE   U.group_id = 4
+                        WHERE   U.group_id = 5
                         SELECT  U.user_id ),
             VERTEX (:Review)
                    PRIMARY KEY (review_id)
                    AS ( FROM    Yelp.Reviews R
-                        WHERE   R.group_id = 4
+                        WHERE   R.group_id = 5
                         SELECT  R.review_id ),
             EDGE   (:Review)-[:MADE_BY]->(:User)
                    SOURCE KEY (review_id)
                    DESTINATION KEY (user_id)
                    AS ( FROM    Yelp.Reviews R
-                        WHERE   R.group_id = 4
+                        WHERE   R.group_id = 5
                         SELECT  R.review_id, R.user_id ),
             EDGE   (:User)-[:FRIENDS_WITH]->(:User)
                    SOURCE KEY (user_id)
                    DESTINATION KEY (friend)
                    AS ( FROM    Yelp.Friends F
-                        WHERE   F.group_id = 4
+                        WHERE   F.group_id = 5
                         SELECT  F.user_id, F.friend )
-MATCH       (u2:User)<-[fw:FRIENDS_WITH]-(u1:User)
-LEFT MATCH  (u1)<-[mb:MADE_BY]-(r:Review)
+MATCH       (u2:User)<-[fw1:FRIENDS_WITH]-(u1:User)
+LEFT MATCH  (u3:User)<-[mb:MADE_BY]-(r:Review),
+            (u1)<-[fw2:FRIENDS_WITH]-(u3)
 SELECT      u1.user_id AS u1_user_id,
-            fw.user_id AS fw_user_id,
-            fw.friend AS fw_friend,
+            fw1.user_id AS fw1_user_id,
+            fw1.friend AS fw1_friend,
             u2.user_id AS u2_user_id,
+            u3.user_id AS u3_user_id,
             mb.user_id AS mb_user_id,
             mb.review_id AS mb_review_id,
-            r.review_id AS r_review_id
-ORDER BY    u1_user_id, u2_user_id, r_review_id;
\ No newline at end of file
+            r.review_id AS r_review_id,
+            fw2.user_id AS fw2_user_id,
+            fw2.friend AS fw2_friend
+ORDER BY    u1_user_id, u2_user_id, u3_user_id, r_review_id;
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/minimal-resolution/minimal-resolution.2.update.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.8.update.sqlpp
similarity index 62%
copy from asterix-graphix/src/test/resources/runtimets/queries/graphix/minimal-resolution/minimal-resolution.2.update.sqlpp
copy to asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.8.update.sqlpp
index 24fdd88..78d42de 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/minimal-resolution/minimal-resolution.2.update.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.8.update.sqlpp
@@ -19,24 +19,24 @@
 
 USE               Yelp;
 
+DELETE FROM       Users;
+DELETE FROM       Reviews;
+DELETE FROM       Friends;
+
 INSERT INTO       Users [
-  { "user_id": 1 },
-  { "user_id": 2 },
-  { "user_id": 3 },
-  { "user_id": 4 }
+  { "user_id": 1, "group_id": 6 },
+  { "user_id": 2, "group_id": 6 },
+  { "user_id": 3, "group_id": 6 },
+  { "user_id": 4, "group_id": 6 },
+  { "user_id": 5, "group_id": 6 }
 ];
-
 INSERT INTO       Friends [
-  { "user_id": 1, "friend": 2 },
-  { "user_id": 4, "friend": 2 },
-  { "user_id": 3, "friend": 2 }
+  { "user_id": 1, "friend": 2, "group_id": 6 },
+  { "user_id": 1, "friend": 3, "group_id": 6 },
+  { "user_id": 3, "friend": 4, "group_id": 6 },
+  { "user_id": 3, "friend": 5, "group_id": 6 }
 ];
-
 INSERT INTO       Reviews [
-  { "review_id": "A", "user_id": 1 },
-  { "review_id": "B", "user_id": 1 },
-  { "review_id": "C", "user_id": 2 },
-  { "review_id": "D", "user_id": 3 },
-  { "review_id": "E", "user_id": 4 },
-  { "review_id": "F", "user_id": 5 }
+  { "review_id": "A", "user_id": 2, "group_id": 6 },
+  { "review_id": "B", "user_id": 3, "group_id": 6 }
 ];
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.6.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.9.query.sqlpp
similarity index 100%
rename from asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.6.query.sqlpp
rename to asterix-graphix/src/test/resources/runtimets/queries/graphix/left-match/left-match.9.query.sqlpp
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/minimal-resolution/minimal-resolution.1.ddl.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/minimal-resolution/minimal-resolution.1.ddl.sqlpp
deleted file mode 100644
index 96ec87c..0000000
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/minimal-resolution/minimal-resolution.1.ddl.sqlpp
+++ /dev/null
@@ -1,31 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-DROP DATAVERSE    Yelp IF EXISTS;
-CREATE DATAVERSE  Yelp;
-USE               Yelp;
-
-CREATE TYPE       GenericType
-AS                { _id: uuid };
-CREATE DATASET    Friends (GenericType)
-PRIMARY KEY       _id AUTOGENERATED;
-CREATE DATASET    Reviews (GenericType)
-PRIMARY KEY       _id AUTOGENERATED;
-CREATE DATASET    Users (GenericType)
-PRIMARY KEY       _id AUTOGENERATED;
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/minimal-resolution/minimal-resolution.3.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/minimal-resolution/minimal-resolution.3.query.sqlpp
deleted file mode 100644
index 6b394d6..0000000
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/minimal-resolution/minimal-resolution.3.query.sqlpp
+++ /dev/null
@@ -1,29 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
--- param max-warnings:string=1
-
-// We should be able to determine that (u) is of label User.
-SET         `graphix.resolver` "no-resolution";
-FROM GRAPH  VERTEX (:User)
-                   PRIMARY KEY (user_id)
-                   AS Yelp.Users
-MATCH       (u)
-SELECT      u.user_id
-ORDER BY    u.user_id;
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/minimal-resolution/minimal-resolution.4.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/minimal-resolution/minimal-resolution.4.query.sqlpp
deleted file mode 100644
index e78aa4b..0000000
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/minimal-resolution/minimal-resolution.4.query.sqlpp
+++ /dev/null
@@ -1,34 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
--- param max-warnings:string=3
-
-// The (n) vertex should assume all defined vertex labels.
-SET         `graphix.resolver` "no-resolution";
-FROM GRAPH  VERTEX (:User)
-                   PRIMARY KEY (user_id)
-                   AS Yelp.Users,
-            VERTEX (:Review)
-                   PRIMARY KEY (review_id)
-                   AS Yelp.Reviews
-MATCH       (n)
-SELECT      n.user_id,
-            n.review_id
-ORDER BY    n.user_id,
-            n.review_id;
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/minimal-resolution/minimal-resolution.5.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/minimal-resolution/minimal-resolution.5.query.sqlpp
deleted file mode 100644
index 1d4b4c2..0000000
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/minimal-resolution/minimal-resolution.5.query.sqlpp
+++ /dev/null
@@ -1,49 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
--- param max-warnings:string=3
-
-// The (n) and (m) vertices should assume all defined vertex labels, and (e) should assume all edge labels.
-SET         `graphix.resolver` "no-resolution";
-FROM GRAPH  VERTEX (:User)
-                   PRIMARY KEY (user_id)
-                   AS ( FROM    Yelp.Users U
-                        SELECT  U.user_id ),
-            VERTEX (:Review)
-                   PRIMARY KEY (review_id)
-                   AS ( FROM    Yelp.Reviews R
-                        SELECT  R.review_id ),
-            EDGE   (:Review)-[:MADE_BY]->(:User)
-                   SOURCE KEY (review_id)
-                   DESTINATION KEY (user_id)
-                   AS ( FROM    Yelp.Reviews R
-                        SELECT  R.review_id, R.user_id )
-MATCH       (m)-[e]-(n)
-SELECT      m.user_id AS left_user_id,
-            m.review_id AS left_review_id,
-            n.user_id AS right_user_id,
-            n.review_id AS right_review_id,
-            e.user_id AS e_user_id,
-            e.review_id AS e_review_id
-ORDER BY    left_user_id,
-            left_review_id,
-            right_user_id,
-            right_review_id,
-            e_user_id,
-            e_review_id;
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/on-query-error/on-query-error.9.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/on-query-error/on-query-error.9.query.sqlpp
index ea9aeb8..6093a94 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/on-query-error/on-query-error.9.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/on-query-error/on-query-error.9.query.sqlpp
@@ -23,8 +23,8 @@
                     PRIMARY KEY (_id)
                     AS GenericDataset,
             VERTEX  (:Vertex1)
-                    PRIMARY KEY (_other_id)
-                    AS GenericDataset,
+                    PRIMARY KEY (_id)
+                    AS ( FROM GenericDataset SELECT * ),
             EDGE    (:Vertex1)-[:EDGE_1]->(:Vertex1)
                     SOURCE KEY (_id)
                     DESTINATION KEY (_to_id)
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/path-variable/path-variable.3.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/path-variable/path-variable.3.query.sqlpp
index e110262..2554edb 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/path-variable/path-variable.3.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/path-variable/path-variable.3.query.sqlpp
@@ -22,7 +22,7 @@
                    PRIMARY KEY (user_id)
                    AS Yelp.Users
 MATCH       (u) AS p
-UNNEST      p AS edgeRecord
-SELECT      PATH_HOP_COUNT(p) AS pathLength,
-            edgeRecord
-ORDER BY    u.user_id, VERTEX_KEY(edgeRecord.LeftVertex);
+UNNEST      p.Vertices AS pathVertex
+SELECT      LEN(p.Edges) AS pathLength,
+            pathVertex
+ORDER BY    u.user_id;
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/path-variable/path-variable.4.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/path-variable/path-variable.4.query.sqlpp
index a96f62a..28136cc 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/path-variable/path-variable.4.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/path-variable/path-variable.4.query.sqlpp
@@ -30,10 +30,8 @@
                    AS ( FROM    Yelp.Reviews R
                         SELECT  R.review_id, R.user_id )
 MATCH       (u:User)<-[:MADE_BY]-(r:Review) AS p
-UNNEST      p AS edgeRecord
-SELECT      PATH_HOP_COUNT(p) AS pathLength,
+UNNEST      p.Edges AS edgeRecord
+SELECT      LEN(p.Edges) AS pathLength,
             edgeRecord
 ORDER BY    u.user_id,
-            r.review_d,
-            VERTEX_KEY(edgeRecord.LeftVertex),
-            SOURCE_KEY(edgeRecord.`Edge`);
+            r.review_id;
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/path-variable/path-variable.5.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/path-variable/path-variable.5.query.sqlpp
index 13078e0..5fcd088 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/path-variable/path-variable.5.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/path-variable/path-variable.5.query.sqlpp
@@ -28,11 +28,13 @@
                         WHERE   F.friend_group = "A"
                         SELECT  F.user_id, F.friend )
 MATCH       (u)-[e1]-(v)-[e2]-(w) AS p
-UNNEST      p AS edgeRecord
-SELECT      PATH_HOP_COUNT(p) AS pathLength,
-            edgeRecord
-ORDER BY    u.user_id,
-            v.user_id,
-            w.user_id,
-            VERTEX_KEY(edgeRecord.LeftVertex),
-            SOURCE_KEY(edgeRecord.`Edge`);
\ No newline at end of file
+UNNEST      p.Edges AS edgeRecord
+SELECT      LEN(p.Edges) AS pathLength,
+            edgeRecord,
+            u.user_id AS u_user_id,
+            v.user_id AS v_user_id,
+            w.user_id AS w_user_id
+ORDER BY    u_user_id,
+            v_user_id,
+            w_user_id,
+            edgeRecord.user_id;
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/path-variable/path-variable.6.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/path-variable/path-variable.6.query.sqlpp
index ffef1a7..595463c 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/path-variable/path-variable.6.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/path-variable/path-variable.6.query.sqlpp
@@ -28,10 +28,8 @@
                         WHERE   F.friend_group = "A"
                         SELECT  F.user_id, F.friend )
 MATCH       (u)-[e1:{1,2}]-(v) AS p
-UNNEST      p AS edgeRecord
-SELECT      PATH_HOP_COUNT(p) AS pathLength,
-            edgeRecord
-ORDER BY    u.user_id,
-            v.user_id,
-            VERTEX_KEY(edgeRecord.LeftVertex),
-            SOURCE_KEY(edgeRecord.`Edge`);
\ No newline at end of file
+SELECT      LEN(p.Edges) AS pathLength,
+            u.user_id AS u_user_id,
+            v.user_id AS v_user_id
+ORDER BY    u_user_id,
+            v_user_id;
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/scope-checking/scope-checking.5.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/scope-checking/scope-checking.5.query.sqlpp
index 40e57c3..c0c8d48 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/scope-checking/scope-checking.5.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/scope-checking/scope-checking.5.query.sqlpp
@@ -33,7 +33,9 @@
                              SELECT    VALUE ( FROM    PATH_VERTICES(gi.p) pv
                                                SELECT  VALUE pv.user_id )
                              ORDER BY  PATH_HOP_COUNT(gi.p) ASC
-                             LIMIT     1 )
+                             LIMIT     1 )[0]
 SELECT      u1.user_id AS u1_user_id,
             u2.user_id AS u2_user_id,
-            shortestPath[0] AS shortestPath;
\ No newline at end of file
+            shortestPath
+ORDER BY    u1_user_id,
+            u2_user_id;
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/scope-checking/scope-checking.6.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/scope-checking/scope-checking.6.query.sqlpp
index 1404a75..62e6a83 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/scope-checking/scope-checking.6.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/scope-checking/scope-checking.6.query.sqlpp
@@ -39,4 +39,6 @@
               SELECT    VALUE ( FROM    gi.pathVertices AS pv
                                 SELECT  VALUE pv.user_id )
               ORDER BY  gi.pathHopCount ASC
-              LIMIT     1 )[0] AS shortestPath;
\ No newline at end of file
+              LIMIT     1 )[0] AS shortestPath
+ORDER BY    myUser1,
+            myUser2;
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/simple-1-edge/simple-1-edge.2.update.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/simple-1-edge/simple-1-edge.2.update.sqlpp
index 21365f1..d89e52b 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/simple-1-edge/simple-1-edge.2.update.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/simple-1-edge/simple-1-edge.2.update.sqlpp
@@ -33,10 +33,10 @@
 ];
 
 INSERT INTO       Reviews [
-  { "review_id": "A", "user_id": 1 },
-  { "review_id": "B", "user_id": 1 },
-  { "review_id": "C", "user_id": 2 },
-  { "review_id": "D", "user_id": 3 },
-  { "review_id": "E", "user_id": 4 },
-  { "review_id": "F", "user_id": 5 }
+  { "review_id": "A", "review_user_id": 1 },
+  { "review_id": "B", "review_user_id": 1 },
+  { "review_id": "C", "review_user_id": 2 },
+  { "review_id": "D", "review_user_id": 3 },
+  { "review_id": "E", "review_user_id": 4 },
+  { "review_id": "F", "review_user_id": 5 }
 ];
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/simple-1-edge/simple-1-edge.4.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/simple-1-edge/simple-1-edge.4.query.sqlpp
index 9e57a33..79bec1a 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/simple-1-edge/simple-1-edge.4.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/simple-1-edge/simple-1-edge.4.query.sqlpp
@@ -17,29 +17,24 @@
  * under the License.
  */
 
-// Two edge definitions, single vertex definition on both sides.
+// One edge definition, single vertex definition on both sides, with a dangling vertex.
 FROM GRAPH  VERTEX (:User)
                    PRIMARY KEY (user_id)
                    AS Yelp.Users,
-            EDGE   (:User)-[:FRIENDS_WITH]->(:User)
-                   SOURCE KEY (user_id)
-                   DESTINATION KEY (friend)
-                   AS ( FROM    Yelp.Users U
-                        UNNEST  U.friends F
-                        SELECT  U.user_id AS user_id,
-                                F AS friend ),
-            EDGE   (:User)-[:FRIENDS_WITH]->(:User)
-                   SOURCE KEY (user_id)
-                   DESTINATION KEY (friend)
-                   AS ( FROM    Yelp.Friends F
-                        SELECT  F.user_id AS user_id,
-                                F.friend AS friend )
-MATCH       (u2:User)<-[fw:FRIENDS_WITH]-(u1:User)
-SELECT      u1.user_id AS u1_user_id,
-            u2.user_id AS u2_user_id,
-            fw.user_id AS fw_user_id,
-            fw.friend AS fw_friend
-ORDER BY    u1_user_id,
-            u2_user_id,
-            fw_user_id,
-            fw_friend;
+            VERTEX (:Review)
+                   PRIMARY KEY (review_id)
+                   AS Yelp.Reviews,
+            EDGE   (:Review)-[:MADE_BY]->(:User)
+                   SOURCE KEY (review_id)
+                   DESTINATION KEY (review_user_id)
+                   AS ( FROM    Yelp.Reviews R
+                        SELECT  R.review_user_id, R.review_id )
+MATCH       (u:User)<-[:MADE_BY]-(r:Review), (n)
+SELECT      u.user_id AS u_user_id,
+            r.review_id AS r_review_id,
+            n.user_id AS n_user_id,
+            n.review_id AS n_review_id
+ORDER BY    u_user_id,
+            r_review_id,
+            n_user_id,
+            n_review_id;
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/simple-1-edge/simple-1-edge.5.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/simple-1-edge/simple-1-edge.5.query.sqlpp
index ff0d317..ac35dec 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/simple-1-edge/simple-1-edge.5.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/simple-1-edge/simple-1-edge.5.query.sqlpp
@@ -17,33 +17,21 @@
  * under the License.
  */
 
-// Two edge definitions, one vertex definition on the source and two vertex definitions on the destination.
+// One edge definition, single vertex definition on both sides, undirected.
 FROM GRAPH  VERTEX (:User)
                    PRIMARY KEY (user_id)
                    AS Yelp.Users,
-            VERTEX (:User)
-                   PRIMARY KEY (user_id)
-                   AS ( FROM    Yelp.Friends F
-                        WHERE   F.user_id NOT IN (
-                            FROM    Yelp.Users U
-                            SELECT  VALUE U.user_id
-                        )
-                        SELECT  DISTINCT F.user_id ),
             EDGE   (:User)-[:FRIENDS_WITH]->(:User)
                    SOURCE KEY (user_id)
                    DESTINATION KEY (friend)
                    AS ( FROM    Yelp.Users U
                         UNNEST  U.friends F
                         SELECT  U.user_id AS user_id,
-                                F AS friend ),
-            EDGE   (:User)-[:FRIENDS_WITH]->(:User)
-                   SOURCE KEY (user_id)
-                   DESTINATION KEY (friend)
-                   AS ( FROM    Yelp.Friends F
-                        SELECT  F.user_id AS user_id,
-                                F.friend AS friend )
-MATCH       (u2:User)<-[:FRIENDS_WITH]-(u1:User)
+                                F AS friend )
+MATCH       (u2:User)-[fw:FRIENDS_WITH]-(u1:User)
 SELECT      u1.user_id AS u1_user_id,
-            u2.user_id AS u2_user_id
-ORDER BY    u1_user_id,
-            u2_user_id;
\ No newline at end of file
+            u2.user_id AS u2_user_id,
+            u1.friends AS friends,
+            fw.user_id AS fw_user_id,
+            fw.friend AS fw_friend
+ORDER BY    u1_user_id, u2_user_id, fw_user_id;
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/simple-1-edge/simple-1-edge.6.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/simple-1-edge/simple-1-edge.6.query.sqlpp
deleted file mode 100644
index 298b5c8..0000000
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/simple-1-edge/simple-1-edge.6.query.sqlpp
+++ /dev/null
@@ -1,43 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-// One edge definition, single vertex definition on both sides, with a dangling vertex.
-FROM GRAPH  VERTEX (:User)
-                   PRIMARY KEY (user_id)
-                   AS Yelp.Users,
-            VERTEX (:Review)
-                   PRIMARY KEY (review_id)
-                   AS ( FROM   Yelp.Reviews R
-                        SELECT R.user_id AS review_user_id, R.review_id ),
-            EDGE   (:Review)-[:MADE_BY]->(:User)
-                   SOURCE KEY (review_id)
-                   DESTINATION KEY (user_id)
-                   AS ( FROM    Yelp.Reviews R
-                        SELECT  R.user_id, R.review_id )
-MATCH       (u:User)<-[:MADE_BY]-(r:Review), (n)
-SELECT      u.user_id AS u_user_id,
-            r.review_id AS r_review_id,
-            r.user_id AS r_user_id,
-            n.user_id AS n_user_id,
-            n.review_id AS n_review_id
-ORDER BY    u_user_id,
-            r_review_id,
-            r_user_id,
-            n_user_id,
-            n_review_id;
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/simple-n-edge/simple-n-edge.7.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/simple-n-edge/simple-n-edge.7.query.sqlpp
index 56a0672..513c87a 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/simple-n-edge/simple-n-edge.7.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/simple-n-edge/simple-n-edge.7.query.sqlpp
@@ -25,7 +25,7 @@
                    SOURCE KEY (user_id)
                    DESTINATION KEY (friend)
                    AS ( FROM    Yelp.Friends F
-                        SELECT  F.* )
+                        SELECT  VALUE F )
 MATCH       (u)-(v)-(w)-(y)
 SELECT      u.user_id AS u_user_id,
             v.user_id AS v_user_id,
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/variable-sub-path/variable-sub-path.3.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/variable-sub-path/variable-sub-path.3.query.sqlpp
index c5c1d8d..6a1721c 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/variable-sub-path/variable-sub-path.3.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/variable-sub-path/variable-sub-path.3.query.sqlpp
@@ -28,10 +28,10 @@
                         SELECT  F.user_id AS user_id,
                                 F.friend AS friend )
 MATCH       (u2:User)<-[fw:FRIENDS_WITH{1,3}]-(u1:User)
-UNNEST      fw AS fwEdgeRecord
-LET         fw_left_vertex = VERTEX_KEY(fwEdgeRecord.LeftVertex)
+LET         fw_edge = ( FROM    fw.Edges FW
+                        SELECT  VALUE FW.friend )
 SELECT      u1.user_id AS u1_user_id,
-            fw_left_vertex,
             u2.user_id AS u2_user_id,
-            HOP_COUNT(fw) AS fw_count
-ORDER BY    u1, fw_left_vertex, u2;
\ No newline at end of file
+            fw_edge,
+            LEN(fw_edge) AS fw_count
+ORDER BY    u1_user_id, fw_edge, u2_user_id;
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/queries/graphix/variable-sub-path/variable-sub-path.4.query.sqlpp b/asterix-graphix/src/test/resources/runtimets/queries/graphix/variable-sub-path/variable-sub-path.4.query.sqlpp
index 83a78b4..e03c56d 100644
--- a/asterix-graphix/src/test/resources/runtimets/queries/graphix/variable-sub-path/variable-sub-path.4.query.sqlpp
+++ b/asterix-graphix/src/test/resources/runtimets/queries/graphix/variable-sub-path/variable-sub-path.4.query.sqlpp
@@ -28,11 +28,10 @@
                         SELECT  F.user_id AS user_id,
                                 F.friend AS friend )
 MATCH       (u2:User)-[fw:FRIENDS_WITH{1,2}]-(u1:User)
-UNNEST      fw AS fwEdgeRecord
-LET         fw_left_vertex = VERTEX_KEY(fwEdgeRecord.LeftVertex)
+LET         fw_edge =    ( FROM    fw.Edges FW
+                           SELECT  VALUE FW.friend )
 SELECT      u1.user_id AS u1_user_id,
-            fw_left_vertex,
-            DIRECTION(fwEdgeRecord.`Edge`) AS dir,
             u2.user_id AS u2_user_id,
-            HOP_COUNT(fw) AS fw_hops
-ORDER BY    u1, fw_left_vertex, u2;
\ No newline at end of file
+            fw_edge,
+            LEN(fw_edge) AS fw_hops
+ORDER BY    u1_user_id, u2_user_id, fw_edge;
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/fixed-sub-path/fixed-sub-path.3.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/fixed-sub-path/fixed-sub-path.3.adm
index 45a5043..3cd67b3 100644
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/fixed-sub-path/fixed-sub-path.3.adm
+++ b/asterix-graphix/src/test/resources/runtimets/results/graphix/fixed-sub-path/fixed-sub-path.3.adm
@@ -1,8 +1,12 @@
-{ "fw_hops": 2, "u1_user_id": 1, "fw_left_vertex": { "user_id": 2 }, "u2_user_id": 3 }
-{ "fw_hops": 2, "u1_user_id": 1, "fw_left_vertex": { "user_id": 3 }, "u2_user_id": 3 }
-{ "fw_hops": 2, "u1_user_id": 2, "fw_left_vertex": { "user_id": 3 }, "u2_user_id": 4 }
-{ "fw_hops": 2, "u1_user_id": 2, "fw_left_vertex": { "user_id": 4 }, "u2_user_id": 4 }
-{ "fw_hops": 2, "u1_user_id": 3, "fw_left_vertex": { "user_id": 4 }, "u2_user_id": 5 }
-{ "fw_hops": 2, "u1_user_id": 3, "fw_left_vertex": { "user_id": 5 }, "u2_user_id": 5 }
-{ "fw_hops": 2, "u1_user_id": 4, "fw_left_vertex": { "user_id": 5 }, "u2_user_id": 6 }
-{ "fw_hops": 2, "u1_user_id": 4, "fw_left_vertex": { "user_id": 6 }, "u2_user_id": 6 }
\ No newline at end of file
+{ "fw_hops": 2, "u1_user_id": 1, "u2_user_id": 3, "path_user_id": 1 }
+{ "fw_hops": 2, "u1_user_id": 1, "u2_user_id": 3, "path_user_id": 2 }
+{ "fw_hops": 2, "u1_user_id": 1, "u2_user_id": 3, "path_user_id": 3 }
+{ "fw_hops": 2, "u1_user_id": 2, "u2_user_id": 4, "path_user_id": 2 }
+{ "fw_hops": 2, "u1_user_id": 2, "u2_user_id": 4, "path_user_id": 3 }
+{ "fw_hops": 2, "u1_user_id": 2, "u2_user_id": 4, "path_user_id": 4 }
+{ "fw_hops": 2, "u1_user_id": 3, "u2_user_id": 5, "path_user_id": 3 }
+{ "fw_hops": 2, "u1_user_id": 3, "u2_user_id": 5, "path_user_id": 4 }
+{ "fw_hops": 2, "u1_user_id": 3, "u2_user_id": 5, "path_user_id": 5 }
+{ "fw_hops": 2, "u1_user_id": 4, "u2_user_id": 6, "path_user_id": 4 }
+{ "fw_hops": 2, "u1_user_id": 4, "u2_user_id": 6, "path_user_id": 5 }
+{ "fw_hops": 2, "u1_user_id": 4, "u2_user_id": 6, "path_user_id": 6 }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/fixed-sub-path/fixed-sub-path.4.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/fixed-sub-path/fixed-sub-path.4.adm
index d7b0151..faeeb87 100644
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/fixed-sub-path/fixed-sub-path.4.adm
+++ b/asterix-graphix/src/test/resources/runtimets/results/graphix/fixed-sub-path/fixed-sub-path.4.adm
@@ -1,9 +1,12 @@
-{ "fw_hops": 3, "u1_user_id": 1, "fw_left_vertex": { "user_id": 2 }, "u2_user_id": 4 }
-{ "fw_hops": 3, "u1_user_id": 1, "fw_left_vertex": { "user_id": 3 }, "u2_user_id": 4 }
-{ "fw_hops": 3, "u1_user_id": 1, "fw_left_vertex": { "user_id": 4 }, "u2_user_id": 4 }
-{ "fw_hops": 3, "u1_user_id": 2, "fw_left_vertex": { "user_id": 3 }, "u2_user_id": 5 }
-{ "fw_hops": 3, "u1_user_id": 2, "fw_left_vertex": { "user_id": 4 }, "u2_user_id": 5 }
-{ "fw_hops": 3, "u1_user_id": 2, "fw_left_vertex": { "user_id": 5 }, "u2_user_id": 5 }
-{ "fw_hops": 3, "u1_user_id": 3, "fw_left_vertex": { "user_id": 4 }, "u2_user_id": 6 }
-{ "fw_hops": 3, "u1_user_id": 3, "fw_left_vertex": { "user_id": 5 }, "u2_user_id": 6 }
-{ "fw_hops": 3, "u1_user_id": 3, "fw_left_vertex": { "user_id": 6 }, "u2_user_id": 6 }
\ No newline at end of file
+{ "fw_hops": 3, "u1_user_id": 1, "u2_user_id": 4, "path_user_id": 1 }
+{ "fw_hops": 3, "u1_user_id": 1, "u2_user_id": 4, "path_user_id": 2 }
+{ "fw_hops": 3, "u1_user_id": 1, "u2_user_id": 4, "path_user_id": 3 }
+{ "fw_hops": 3, "u1_user_id": 1, "u2_user_id": 4, "path_user_id": 4 }
+{ "fw_hops": 3, "u1_user_id": 2, "u2_user_id": 5, "path_user_id": 2 }
+{ "fw_hops": 3, "u1_user_id": 2, "u2_user_id": 5, "path_user_id": 3 }
+{ "fw_hops": 3, "u1_user_id": 2, "u2_user_id": 5, "path_user_id": 4 }
+{ "fw_hops": 3, "u1_user_id": 2, "u2_user_id": 5, "path_user_id": 5 }
+{ "fw_hops": 3, "u1_user_id": 3, "u2_user_id": 6, "path_user_id": 3 }
+{ "fw_hops": 3, "u1_user_id": 3, "u2_user_id": 6, "path_user_id": 4 }
+{ "fw_hops": 3, "u1_user_id": 3, "u2_user_id": 6, "path_user_id": 5 }
+{ "fw_hops": 3, "u1_user_id": 3, "u2_user_id": 6, "path_user_id": 6 }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/fixed-sub-path/fixed-sub-path.5.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/fixed-sub-path/fixed-sub-path.5.adm
index eb23c4f..7fd84a1 100644
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/fixed-sub-path/fixed-sub-path.5.adm
+++ b/asterix-graphix/src/test/resources/runtimets/results/graphix/fixed-sub-path/fixed-sub-path.5.adm
@@ -1,8 +1,2 @@
-{ "fw1_hops": 2, "fw2_hops": 2, "u1_user_id": 1, "fw1_left_vertex": { "user_id": 2 }, "u2_user_id": 3, "fw2_left_vertex": { "user_id": 4 }, "u3_user_id": 5 }
-{ "fw1_hops": 2, "fw2_hops": 2, "u1_user_id": 1, "fw1_left_vertex": { "user_id": 2 }, "u2_user_id": 3, "fw2_left_vertex": { "user_id": 5 }, "u3_user_id": 5 }
-{ "fw1_hops": 2, "fw2_hops": 2, "u1_user_id": 1, "fw1_left_vertex": { "user_id": 3 }, "u2_user_id": 3, "fw2_left_vertex": { "user_id": 4 }, "u3_user_id": 5 }
-{ "fw1_hops": 2, "fw2_hops": 2, "u1_user_id": 1, "fw1_left_vertex": { "user_id": 3 }, "u2_user_id": 3, "fw2_left_vertex": { "user_id": 5 }, "u3_user_id": 5 }
-{ "fw1_hops": 2, "fw2_hops": 2, "u1_user_id": 2, "fw1_left_vertex": { "user_id": 3 }, "u2_user_id": 4, "fw2_left_vertex": { "user_id": 5 }, "u3_user_id": 6 }
-{ "fw1_hops": 2, "fw2_hops": 2, "u1_user_id": 2, "fw1_left_vertex": { "user_id": 3 }, "u2_user_id": 4, "fw2_left_vertex": { "user_id": 6 }, "u3_user_id": 6 }
-{ "fw1_hops": 2, "fw2_hops": 2, "u1_user_id": 2, "fw1_left_vertex": { "user_id": 4 }, "u2_user_id": 4, "fw2_left_vertex": { "user_id": 5 }, "u3_user_id": 6 }
-{ "fw1_hops": 2, "fw2_hops": 2, "u1_user_id": 2, "fw1_left_vertex": { "user_id": 4 }, "u2_user_id": 4, "fw2_left_vertex": { "user_id": 6 }, "u3_user_id": 6 }
\ No newline at end of file
+{ "fw1_hops": 2, "fw2_hops": 2, "u1_user_id": 1, "u2_user_id": 3, "u3_user_id": 5 }
+{ "fw1_hops": 2, "fw2_hops": 2, "u1_user_id": 2, "u2_user_id": 4, "u3_user_id": 6 }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/fixed-sub-path/fixed-sub-path.6.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/fixed-sub-path/fixed-sub-path.6.adm
index 6b486c7..5503c0e 100644
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/fixed-sub-path/fixed-sub-path.6.adm
+++ b/asterix-graphix/src/test/resources/runtimets/results/graphix/fixed-sub-path/fixed-sub-path.6.adm
@@ -1,5 +1,5 @@
-{ "fw_hops": 1, "u1_user_id": 1, "fw_left_vertex": { "user_id": 2 }, "u2_user_id": 2 }
-{ "fw_hops": 1, "u1_user_id": 2, "fw_left_vertex": { "user_id": 3 }, "u2_user_id": 3 }
-{ "fw_hops": 1, "u1_user_id": 3, "fw_left_vertex": { "user_id": 4 }, "u2_user_id": 4 }
-{ "fw_hops": 1, "u1_user_id": 4, "fw_left_vertex": { "user_id": 5 }, "u2_user_id": 5 }
-{ "fw_hops": 1, "u1_user_id": 5, "fw_left_vertex": { "user_id": 6 }, "u2_user_id": 6 }
\ No newline at end of file
+{ "fw_hops": 1, "u1_user_id": 1, "u2_user_id": 2 }
+{ "fw_hops": 1, "u1_user_id": 2, "u2_user_id": 3 }
+{ "fw_hops": 1, "u1_user_id": 3, "u2_user_id": 4 }
+{ "fw_hops": 1, "u1_user_id": 4, "u2_user_id": 5 }
+{ "fw_hops": 1, "u1_user_id": 5, "u2_user_id": 6 }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/fixed-sub-path/fixed-sub-path.8.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/fixed-sub-path/fixed-sub-path.8.adm
index 8d03172..0bdf79c 100644
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/fixed-sub-path/fixed-sub-path.8.adm
+++ b/asterix-graphix/src/test/resources/runtimets/results/graphix/fixed-sub-path/fixed-sub-path.8.adm
@@ -1,20 +1,10 @@
-{ "fw_hops": 2, "u1_user_id": 1, "fw_left_vertex": { "user_id": 2 }, "u2_user_id": 3 }
-{ "fw_hops": 2, "u1_user_id": 1, "fw_left_vertex": { "user_id": 2 }, "u2_user_id": 3 }
-{ "fw_hops": 2, "u1_user_id": 1, "fw_left_vertex": { "user_id": 3 }, "u2_user_id": 3 }
-{ "fw_hops": 2, "u1_user_id": 1, "fw_left_vertex": { "user_id": 3 }, "u2_user_id": 3 }
-{ "fw_hops": 2, "u1_user_id": 2, "fw_left_vertex": { "user_id": 3 }, "u2_user_id": 4 }
-{ "fw_hops": 2, "u1_user_id": 2, "fw_left_vertex": { "user_id": 4 }, "u2_user_id": 4 }
-{ "fw_hops": 2, "u1_user_id": 3, "fw_left_vertex": { "user_id": 1 }, "u2_user_id": 1 }
-{ "fw_hops": 2, "u1_user_id": 3, "fw_left_vertex": { "user_id": 1 }, "u2_user_id": 1 }
-{ "fw_hops": 2, "u1_user_id": 3, "fw_left_vertex": { "user_id": 2 }, "u2_user_id": 1 }
-{ "fw_hops": 2, "u1_user_id": 3, "fw_left_vertex": { "user_id": 2 }, "u2_user_id": 1 }
-{ "fw_hops": 2, "u1_user_id": 3, "fw_left_vertex": { "user_id": 4 }, "u2_user_id": 5 }
-{ "fw_hops": 2, "u1_user_id": 3, "fw_left_vertex": { "user_id": 5 }, "u2_user_id": 5 }
-{ "fw_hops": 2, "u1_user_id": 4, "fw_left_vertex": { "user_id": 2 }, "u2_user_id": 2 }
-{ "fw_hops": 2, "u1_user_id": 4, "fw_left_vertex": { "user_id": 3 }, "u2_user_id": 2 }
-{ "fw_hops": 2, "u1_user_id": 4, "fw_left_vertex": { "user_id": 5 }, "u2_user_id": 6 }
-{ "fw_hops": 2, "u1_user_id": 4, "fw_left_vertex": { "user_id": 6 }, "u2_user_id": 6 }
-{ "fw_hops": 2, "u1_user_id": 5, "fw_left_vertex": { "user_id": 3 }, "u2_user_id": 3 }
-{ "fw_hops": 2, "u1_user_id": 5, "fw_left_vertex": { "user_id": 4 }, "u2_user_id": 3 }
-{ "fw_hops": 2, "u1_user_id": 6, "fw_left_vertex": { "user_id": 4 }, "u2_user_id": 4 }
-{ "fw_hops": 2, "u1_user_id": 6, "fw_left_vertex": { "user_id": 5 }, "u2_user_id": 4 }
\ No newline at end of file
+{ "fwVertices": [ 3, 2, 1 ], "fwEdges": [ 3, 1 ], "fw_hops": 2, "u1_user_id": 1, "u2_user_id": 3 }
+{ "fwVertices": [ 3, 2, 1 ], "fwEdges": [ 3, 2 ], "fw_hops": 2, "u1_user_id": 1, "u2_user_id": 3 }
+{ "fwVertices": [ 4, 3, 2 ], "fwEdges": [ 4, 3 ], "fw_hops": 2, "u1_user_id": 2, "u2_user_id": 4 }
+{ "fwVertices": [ 1, 2, 3 ], "fwEdges": [ 1, 3 ], "fw_hops": 2, "u1_user_id": 3, "u2_user_id": 1 }
+{ "fwVertices": [ 1, 2, 3 ], "fwEdges": [ 2, 3 ], "fw_hops": 2, "u1_user_id": 3, "u2_user_id": 1 }
+{ "fwVertices": [ 5, 4, 3 ], "fwEdges": [ 5, 4 ], "fw_hops": 2, "u1_user_id": 3, "u2_user_id": 5 }
+{ "fwVertices": [ 2, 3, 4 ], "fwEdges": [ 3, 4 ], "fw_hops": 2, "u1_user_id": 4, "u2_user_id": 2 }
+{ "fwVertices": [ 6, 5, 4 ], "fwEdges": [ 6, 5 ], "fw_hops": 2, "u1_user_id": 4, "u2_user_id": 6 }
+{ "fwVertices": [ 3, 4, 5 ], "fwEdges": [ 4, 5 ], "fw_hops": 2, "u1_user_id": 5, "u2_user_id": 3 }
+{ "fwVertices": [ 4, 5, 6 ], "fwEdges": [ 5, 6 ], "fw_hops": 2, "u1_user_id": 6, "u2_user_id": 4 }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/graphix-functions/graphix-functions.3.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/graphix-functions/graphix-functions.3.adm
index d746e73..c514419 100644
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/graphix-functions/graphix-functions.3.adm
+++ b/asterix-graphix/src/test/resources/runtimets/results/graphix/graphix-functions/graphix-functions.3.adm
@@ -1,8 +1,8 @@
-{ "vertexProperties": { "review_id": "A", "user_id": 1 }, "vertexDetail": { "Label": "Review", "PrimaryKey": { "review_id": "A" } }, "vertexKey": { "review_id": "A" }, "vertexLabel": "Review" }
-{ "vertexProperties": { "review_id": "B", "user_id": 2 }, "vertexDetail": { "Label": "Review", "PrimaryKey": { "review_id": "B" } }, "vertexKey": { "review_id": "B" }, "vertexLabel": "Review" }
-{ "vertexProperties": { "user_id": 1 }, "vertexDetail": { "Label": "User", "PrimaryKey": { "user_id": 1 } }, "vertexKey": { "user_id": 1 }, "vertexLabel": "User" }
-{ "vertexProperties": { "user_id": 2 }, "vertexDetail": { "Label": "User", "PrimaryKey": { "user_id": 2 } }, "vertexKey": { "user_id": 2 }, "vertexLabel": "User" }
-{ "vertexProperties": { "user_id": 3 }, "vertexDetail": { "Label": "User", "PrimaryKey": { "user_id": 3 } }, "vertexKey": { "user_id": 3 }, "vertexLabel": "User" }
-{ "vertexProperties": { "user_id": 4 }, "vertexDetail": { "Label": "User", "PrimaryKey": { "user_id": 4 } }, "vertexKey": { "user_id": 4 }, "vertexLabel": "User" }
-{ "vertexProperties": { "user_id": 5 }, "vertexDetail": { "Label": "User", "PrimaryKey": { "user_id": 5 } }, "vertexKey": { "user_id": 5 }, "vertexLabel": "User" }
-{ "vertexProperties": { "user_id": 6 }, "vertexDetail": { "Label": "User", "PrimaryKey": { "user_id": 6 } }, "vertexKey": { "user_id": 6 }, "vertexLabel": "User" }
\ No newline at end of file
+{ "vertexLabel": "Review", "vertexDetail": { "ElementLabel": "Review", "VertexKey": [ "A" ] } }
+{ "vertexLabel": "Review", "vertexDetail": { "ElementLabel": "Review", "VertexKey": [ "B" ] } }
+{ "vertexLabel": "User", "vertexDetail": { "ElementLabel": "User", "VertexKey": [ 1 ] } }
+{ "vertexLabel": "User", "vertexDetail": { "ElementLabel": "User", "VertexKey": [ 2 ] } }
+{ "vertexLabel": "User", "vertexDetail": { "ElementLabel": "User", "VertexKey": [ 3 ] } }
+{ "vertexLabel": "User", "vertexDetail": { "ElementLabel": "User", "VertexKey": [ 4 ] } }
+{ "vertexLabel": "User", "vertexDetail": { "ElementLabel": "User", "VertexKey": [ 5 ] } }
+{ "vertexLabel": "User", "vertexDetail": { "ElementLabel": "User", "VertexKey": [ 6 ] } }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/graphix-functions/graphix-functions.4.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/graphix-functions/graphix-functions.4.adm
index a4b2231..c81b251 100644
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/graphix-functions/graphix-functions.4.adm
+++ b/asterix-graphix/src/test/resources/runtimets/results/graphix/graphix-functions/graphix-functions.4.adm
@@ -1,14 +1,14 @@
-{ "sourceVertex": { "review_id": "A", "user_id": 1, "_GraphixElementDetail": { "Label": "Review" }, "_GraphixVertexDetail": { "PrimaryKey": { "review_id": "A" } } }, "destVertex": { "user_id": 1, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 1 } } }, "edgeDetail": { "Label": "MADE_BY", "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": { "review_id": "A" }, "DestinationKey": { "user_id": 1 } }, "edgeProperties": { "review_id": "A", "user_id": 1 }, "direction": "LEFT_TO_RIGHT", "sourceKeyValue": { "review_id": "A" }, "destKeyValue": { "user_id": 1 }, "edgeLabel": "MADE_BY", "n1Label": "Review", "n2Label": "User" }
-{ "sourceVertex": { "review_id": "B", "user_id": 2, "_GraphixElementDetail": { "Label": "Review" }, "_GraphixVertexDetail": { "PrimaryKey": { "review_id": "B" } } }, "destVertex": { "user_id": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } }, "edgeDetail": { "Label": "MADE_BY", "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": { "review_id": "B" }, "DestinationKey": { "user_id": 2 } }, "edgeProperties": { "review_id": "B", "user_id": 2 }, "direction": "LEFT_TO_RIGHT", "sourceKeyValue": { "review_id": "B" }, "destKeyValue": { "user_id": 2 }, "edgeLabel": "MADE_BY", "n1Label": "Review", "n2Label": "User" }
-{ "sourceVertex": { "user_id": 1, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 1 } } }, "destVertex": { "user_id": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } }, "edgeDetail": { "Label": "FRIENDS_WITH", "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": { "user_id": 1 }, "DestinationKey": { "friend": 2 } }, "edgeProperties": { "user_id": 1, "friend": 2 }, "direction": "LEFT_TO_RIGHT", "sourceKeyValue": { "user_id": 1 }, "destKeyValue": { "friend": 2 }, "edgeLabel": "FRIENDS_WITH", "n1Label": "User", "n2Label": "User" }
-{ "sourceVertex": { "review_id": "A", "user_id": 1, "_GraphixElementDetail": { "Label": "Review" }, "_GraphixVertexDetail": { "PrimaryKey": { "review_id": "A" } } }, "destVertex": { "user_id": 1, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 1 } } }, "edgeDetail": { "Label": "MADE_BY", "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "review_id": "A" }, "DestinationKey": { "user_id": 1 } }, "edgeProperties": { "review_id": "A", "user_id": 1 }, "direction": "RIGHT_TO_LEFT", "sourceKeyValue": { "review_id": "A" }, "destKeyValue": { "user_id": 1 }, "edgeLabel": "MADE_BY", "n1Label": "User", "n2Label": "Review" }
-{ "sourceVertex": { "user_id": 1, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 1 } } }, "destVertex": { "user_id": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } }, "edgeDetail": { "Label": "FRIENDS_WITH", "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "user_id": 1 }, "DestinationKey": { "friend": 2 } }, "edgeProperties": { "user_id": 1, "friend": 2 }, "direction": "RIGHT_TO_LEFT", "sourceKeyValue": { "user_id": 1 }, "destKeyValue": { "friend": 2 }, "edgeLabel": "FRIENDS_WITH", "n1Label": "User", "n2Label": "User" }
-{ "sourceVertex": { "user_id": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } }, "destVertex": { "user_id": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 3 } } }, "edgeDetail": { "Label": "FRIENDS_WITH", "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": { "user_id": 2 }, "DestinationKey": { "friend": 3 } }, "edgeProperties": { "user_id": 2, "friend": 3 }, "direction": "LEFT_TO_RIGHT", "sourceKeyValue": { "user_id": 2 }, "destKeyValue": { "friend": 3 }, "edgeLabel": "FRIENDS_WITH", "n1Label": "User", "n2Label": "User" }
-{ "sourceVertex": { "review_id": "B", "user_id": 2, "_GraphixElementDetail": { "Label": "Review" }, "_GraphixVertexDetail": { "PrimaryKey": { "review_id": "B" } } }, "destVertex": { "user_id": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } }, "edgeDetail": { "Label": "MADE_BY", "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "review_id": "B" }, "DestinationKey": { "user_id": 2 } }, "edgeProperties": { "review_id": "B", "user_id": 2 }, "direction": "RIGHT_TO_LEFT", "sourceKeyValue": { "review_id": "B" }, "destKeyValue": { "user_id": 2 }, "edgeLabel": "MADE_BY", "n1Label": "User", "n2Label": "Review" }
-{ "sourceVertex": { "user_id": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } }, "destVertex": { "user_id": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 3 } } }, "edgeDetail": { "Label": "FRIENDS_WITH", "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "user_id": 2 }, "DestinationKey": { "friend": 3 } }, "edgeProperties": { "user_id": 2, "friend": 3 }, "direction": "RIGHT_TO_LEFT", "sourceKeyValue": { "user_id": 2 }, "destKeyValue": { "friend": 3 }, "edgeLabel": "FRIENDS_WITH", "n1Label": "User", "n2Label": "User" }
-{ "sourceVertex": { "user_id": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 3 } } }, "destVertex": { "user_id": 4, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 4 } } }, "edgeDetail": { "Label": "FRIENDS_WITH", "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": { "user_id": 3 }, "DestinationKey": { "friend": 4 } }, "edgeProperties": { "user_id": 3, "friend": 4 }, "direction": "LEFT_TO_RIGHT", "sourceKeyValue": { "user_id": 3 }, "destKeyValue": { "friend": 4 }, "edgeLabel": "FRIENDS_WITH", "n1Label": "User", "n2Label": "User" }
-{ "sourceVertex": { "user_id": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 3 } } }, "destVertex": { "user_id": 4, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 4 } } }, "edgeDetail": { "Label": "FRIENDS_WITH", "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "user_id": 3 }, "DestinationKey": { "friend": 4 } }, "edgeProperties": { "user_id": 3, "friend": 4 }, "direction": "RIGHT_TO_LEFT", "sourceKeyValue": { "user_id": 3 }, "destKeyValue": { "friend": 4 }, "edgeLabel": "FRIENDS_WITH", "n1Label": "User", "n2Label": "User" }
-{ "sourceVertex": { "user_id": 4, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 4 } } }, "destVertex": { "user_id": 5, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 5 } } }, "edgeDetail": { "Label": "FRIENDS_WITH", "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": { "user_id": 4 }, "DestinationKey": { "friend": 5 } }, "edgeProperties": { "user_id": 4, "friend": 5 }, "direction": "LEFT_TO_RIGHT", "sourceKeyValue": { "user_id": 4 }, "destKeyValue": { "friend": 5 }, "edgeLabel": "FRIENDS_WITH", "n1Label": "User", "n2Label": "User" }
-{ "sourceVertex": { "user_id": 4, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 4 } } }, "destVertex": { "user_id": 5, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 5 } } }, "edgeDetail": { "Label": "FRIENDS_WITH", "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "user_id": 4 }, "DestinationKey": { "friend": 5 } }, "edgeProperties": { "user_id": 4, "friend": 5 }, "direction": "RIGHT_TO_LEFT", "sourceKeyValue": { "user_id": 4 }, "destKeyValue": { "friend": 5 }, "edgeLabel": "FRIENDS_WITH", "n1Label": "User", "n2Label": "User" }
-{ "sourceVertex": { "user_id": 5, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 5 } } }, "destVertex": { "user_id": 6, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 6 } } }, "edgeDetail": { "Label": "FRIENDS_WITH", "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": { "user_id": 5 }, "DestinationKey": { "friend": 6 } }, "edgeProperties": { "user_id": 5, "friend": 6 }, "direction": "LEFT_TO_RIGHT", "sourceKeyValue": { "user_id": 5 }, "destKeyValue": { "friend": 6 }, "edgeLabel": "FRIENDS_WITH", "n1Label": "User", "n2Label": "User" }
-{ "sourceVertex": { "user_id": 5, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 5 } } }, "destVertex": { "user_id": 6, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 6 } } }, "edgeDetail": { "Label": "FRIENDS_WITH", "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "user_id": 5 }, "DestinationKey": { "friend": 6 } }, "edgeProperties": { "user_id": 5, "friend": 6 }, "direction": "RIGHT_TO_LEFT", "sourceKeyValue": { "user_id": 5 }, "destKeyValue": { "friend": 6 }, "edgeLabel": "FRIENDS_WITH", "n1Label": "User", "n2Label": "User" }
\ No newline at end of file
+{ "direction": "LEFT_TO_RIGHT", "edgeLabel": "FRIENDS_WITH", "edgeDetail": { "ElementLabel": "FRIENDS_WITH", "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": [ 1 ], "DestinationKey": [ 2 ] }, "n1Label": "User", "n2Label": "User", "sourceVertexLabel": "User", "destVertexLabel": "User" }
+{ "direction": "LEFT_TO_RIGHT", "edgeLabel": "FRIENDS_WITH", "edgeDetail": { "ElementLabel": "FRIENDS_WITH", "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": [ 2 ], "DestinationKey": [ 3 ] }, "n1Label": "User", "n2Label": "User", "sourceVertexLabel": "User", "destVertexLabel": "User" }
+{ "direction": "LEFT_TO_RIGHT", "edgeLabel": "FRIENDS_WITH", "edgeDetail": { "ElementLabel": "FRIENDS_WITH", "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": [ 3 ], "DestinationKey": [ 4 ] }, "n1Label": "User", "n2Label": "User", "sourceVertexLabel": "User", "destVertexLabel": "User" }
+{ "direction": "LEFT_TO_RIGHT", "edgeLabel": "FRIENDS_WITH", "edgeDetail": { "ElementLabel": "FRIENDS_WITH", "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": [ 4 ], "DestinationKey": [ 5 ] }, "n1Label": "User", "n2Label": "User", "sourceVertexLabel": "User", "destVertexLabel": "User" }
+{ "direction": "LEFT_TO_RIGHT", "edgeLabel": "FRIENDS_WITH", "edgeDetail": { "ElementLabel": "FRIENDS_WITH", "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": [ 5 ], "DestinationKey": [ 6 ] }, "n1Label": "User", "n2Label": "User", "sourceVertexLabel": "User", "destVertexLabel": "User" }
+{ "direction": "LEFT_TO_RIGHT", "edgeLabel": "MADE_BY", "edgeDetail": { "ElementLabel": "MADE_BY", "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": [ "A" ], "DestinationKey": [ 1 ] }, "n1Label": "Review", "n2Label": "User", "sourceVertexLabel": "Review", "destVertexLabel": "User" }
+{ "direction": "LEFT_TO_RIGHT", "edgeLabel": "MADE_BY", "edgeDetail": { "ElementLabel": "MADE_BY", "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": [ "B" ], "DestinationKey": [ 2 ] }, "n1Label": "Review", "n2Label": "User", "sourceVertexLabel": "Review", "destVertexLabel": "User" }
+{ "direction": "RIGHT_TO_LEFT", "edgeLabel": "FRIENDS_WITH", "edgeDetail": { "ElementLabel": "FRIENDS_WITH", "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": [ 1 ], "DestinationKey": [ 2 ] }, "n1Label": "User", "n2Label": "User", "sourceVertexLabel": "User", "destVertexLabel": "User" }
+{ "direction": "RIGHT_TO_LEFT", "edgeLabel": "FRIENDS_WITH", "edgeDetail": { "ElementLabel": "FRIENDS_WITH", "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": [ 2 ], "DestinationKey": [ 3 ] }, "n1Label": "User", "n2Label": "User", "sourceVertexLabel": "User", "destVertexLabel": "User" }
+{ "direction": "RIGHT_TO_LEFT", "edgeLabel": "FRIENDS_WITH", "edgeDetail": { "ElementLabel": "FRIENDS_WITH", "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": [ 3 ], "DestinationKey": [ 4 ] }, "n1Label": "User", "n2Label": "User", "sourceVertexLabel": "User", "destVertexLabel": "User" }
+{ "direction": "RIGHT_TO_LEFT", "edgeLabel": "FRIENDS_WITH", "edgeDetail": { "ElementLabel": "FRIENDS_WITH", "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": [ 4 ], "DestinationKey": [ 5 ] }, "n1Label": "User", "n2Label": "User", "sourceVertexLabel": "User", "destVertexLabel": "User" }
+{ "direction": "RIGHT_TO_LEFT", "edgeLabel": "FRIENDS_WITH", "edgeDetail": { "ElementLabel": "FRIENDS_WITH", "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": [ 5 ], "DestinationKey": [ 6 ] }, "n1Label": "User", "n2Label": "User", "sourceVertexLabel": "User", "destVertexLabel": "User" }
+{ "direction": "RIGHT_TO_LEFT", "edgeLabel": "MADE_BY", "edgeDetail": { "ElementLabel": "MADE_BY", "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": [ "A" ], "DestinationKey": [ 1 ] }, "n1Label": "User", "n2Label": "Review", "sourceVertexLabel": "Review", "destVertexLabel": "User" }
+{ "direction": "RIGHT_TO_LEFT", "edgeLabel": "MADE_BY", "edgeDetail": { "ElementLabel": "MADE_BY", "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": [ "B" ], "DestinationKey": [ 2 ] }, "n1Label": "User", "n2Label": "Review", "sourceVertexLabel": "Review", "destVertexLabel": "User" }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/graphix-functions/graphix-functions.5.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/graphix-functions/graphix-functions.5.adm
index 6fab046..e1cdc9a 100644
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/graphix-functions/graphix-functions.5.adm
+++ b/asterix-graphix/src/test/resources/runtimets/results/graphix/graphix-functions/graphix-functions.5.adm
@@ -1,4 +1,7 @@
-{ "pEdges": [ { "review_id": "A", "user_id": 1, "_GraphixElementDetail": { "Label": "MADE_BY" }, "_GraphixEdgeDetail": { "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": { "review_id": "A" }, "DestinationKey": { "user_id": 1 } } }, { "user_id": 1, "friend": 2, "_GraphixElementDetail": { "Label": "FRIENDS_WITH" }, "_GraphixEdgeDetail": { "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": { "user_id": 1 }, "DestinationKey": { "friend": 2 } } } ], "eEdges": [ { "review_id": "A", "user_id": 1, "_GraphixElementDetail": { "Label": "MADE_BY" }, "_GraphixEdgeDetail": { "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": { "review_id": "A" }, "DestinationKey": { "user_id": 1 } } } ], "pHopCount": 2, "pLabels": [ "FRIENDS_WITH", "MADE_BY", "Review", "User" ], "eLabels": [ "MADE_BY", "Review", "User" ], "pVertices": [ { "review_id": "A", "user_id": 1, "_GraphixElementDetail": { "Label": "Review" }, "_GraphixVertexDetail": { "PrimaryKey": { "review_id": "A" } } }, { "user_id": 1, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 1 } } }, { "user_id": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } } ], "eVertices": [ { "review_id": "A", "user_id": 1, "_GraphixElementDetail": { "Label": "Review" }, "_GraphixVertexDetail": { "PrimaryKey": { "review_id": "A" } } }, { "user_id": 1, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 1 } } } ] }
-{ "pEdges": [ { "review_id": "B", "user_id": 2, "_GraphixElementDetail": { "Label": "MADE_BY" }, "_GraphixEdgeDetail": { "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": { "review_id": "B" }, "DestinationKey": { "user_id": 2 } } }, { "user_id": 1, "friend": 2, "_GraphixElementDetail": { "Label": "FRIENDS_WITH" }, "_GraphixEdgeDetail": { "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "user_id": 1 }, "DestinationKey": { "friend": 2 } } } ], "eEdges": [ { "review_id": "B", "user_id": 2, "_GraphixElementDetail": { "Label": "MADE_BY" }, "_GraphixEdgeDetail": { "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": { "review_id": "B" }, "DestinationKey": { "user_id": 2 } } } ], "pHopCount": 2, "pLabels": [ "FRIENDS_WITH", "MADE_BY", "Review", "User" ], "eLabels": [ "MADE_BY", "Review", "User" ], "pVertices": [ { "review_id": "B", "user_id": 2, "_GraphixElementDetail": { "Label": "Review" }, "_GraphixVertexDetail": { "PrimaryKey": { "review_id": "B" } } }, { "user_id": 1, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 1 } } }, { "user_id": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } } ], "eVertices": [ { "review_id": "B", "user_id": 2, "_GraphixElementDetail": { "Label": "Review" }, "_GraphixVertexDetail": { "PrimaryKey": { "review_id": "B" } } }, { "user_id": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } } ] }
-{ "pEdges": [ { "user_id": 1, "friend": 2, "_GraphixElementDetail": { "Label": "FRIENDS_WITH" }, "_GraphixEdgeDetail": { "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": { "user_id": 1 }, "DestinationKey": { "friend": 2 } } }, { "review_id": "B", "user_id": 2, "_GraphixElementDetail": { "Label": "MADE_BY" }, "_GraphixEdgeDetail": { "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "review_id": "B" }, "DestinationKey": { "user_id": 2 } } } ], "eEdges": [ { "user_id": 1, "friend": 2, "_GraphixElementDetail": { "Label": "FRIENDS_WITH" }, "_GraphixEdgeDetail": { "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": { "user_id": 1 }, "DestinationKey": { "friend": 2 } } } ], "pHopCount": 2, "pLabels": [ "FRIENDS_WITH", "MADE_BY", "Review", "User" ], "eLabels": [ "FRIENDS_WITH", "User" ], "pVertices": [ { "review_id": "B", "user_id": 2, "_GraphixElementDetail": { "Label": "Review" }, "_GraphixVertexDetail": { "PrimaryKey": { "review_id": "B" } } }, { "user_id": 1, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 1 } } }, { "user_id": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } } ], "eVertices": [ { "user_id": 1, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 1 } } }, { "user_id": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } } ] }
-{ "pEdges": [ { "user_id": 1, "friend": 2, "_GraphixElementDetail": { "Label": "FRIENDS_WITH" }, "_GraphixEdgeDetail": { "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "user_id": 1 }, "DestinationKey": { "friend": 2 } } }, { "review_id": "A", "user_id": 1, "_GraphixElementDetail": { "Label": "MADE_BY" }, "_GraphixEdgeDetail": { "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "review_id": "A" }, "DestinationKey": { "user_id": 1 } } } ], "eEdges": [ { "user_id": 1, "friend": 2, "_GraphixElementDetail": { "Label": "FRIENDS_WITH" }, "_GraphixEdgeDetail": { "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "user_id": 1 }, "DestinationKey": { "friend": 2 } } } ], "pHopCount": 2, "pLabels": [ "FRIENDS_WITH", "MADE_BY", "Review", "User" ], "eLabels": [ "FRIENDS_WITH", "User" ], "pVertices": [ { "review_id": "A", "user_id": 1, "_GraphixElementDetail": { "Label": "Review" }, "_GraphixVertexDetail": { "PrimaryKey": { "review_id": "A" } } }, { "user_id": 1, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 1 } } }, { "user_id": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } } ], "eVertices": [ { "user_id": 1, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 1 } } }, { "user_id": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } } ] }
\ No newline at end of file
+{ "pEdges": [ { "user_id": 1, "friend": 2 }, { "user_id": 2, "friend": 3 } ], "eEdges": [ { "user_id": 1, "friend": 2 } ], "pHopCount": 2, "pVertices": [ { "user_id": 1 }, { "user_id": 2 }, { "user_id": 3 } ], "eVertices": [ { "user_id": 1 }, { "user_id": 2 } ] }
+{ "pEdges": [ { "user_id": 1, "friend": 2 }, { "user_id": 2, "friend": 3 }, { "user_id": 3, "friend": 4 } ], "eEdges": [ { "user_id": 1, "friend": 2 }, { "user_id": 2, "friend": 3 } ], "pHopCount": 3, "pVertices": [ { "user_id": 1 }, { "user_id": 2 }, { "user_id": 3 }, { "user_id": 4 } ], "eVertices": [ { "user_id": 1 }, { "user_id": 2 }, { "user_id": 3 } ] }
+{ "pEdges": [ { "user_id": 2, "friend": 3 }, { "user_id": 3, "friend": 4 } ], "eEdges": [ { "user_id": 2, "friend": 3 } ], "pHopCount": 2, "pVertices": [ { "user_id": 2 }, { "user_id": 3 }, { "user_id": 4 } ], "eVertices": [ { "user_id": 2 }, { "user_id": 3 } ] }
+{ "pEdges": [ { "user_id": 2, "friend": 3 }, { "user_id": 3, "friend": 4 }, { "user_id": 4, "friend": 5 } ], "eEdges": [ { "user_id": 2, "friend": 3 }, { "user_id": 3, "friend": 4 } ], "pHopCount": 3, "pVertices": [ { "user_id": 2 }, { "user_id": 3 }, { "user_id": 4 }, { "user_id": 5 } ], "eVertices": [ { "user_id": 2 }, { "user_id": 3 }, { "user_id": 4 } ] }
+{ "pEdges": [ { "user_id": 3, "friend": 4 }, { "user_id": 4, "friend": 5 } ], "eEdges": [ { "user_id": 3, "friend": 4 } ], "pHopCount": 2, "pVertices": [ { "user_id": 3 }, { "user_id": 4 }, { "user_id": 5 } ], "eVertices": [ { "user_id": 3 }, { "user_id": 4 } ] }
+{ "pEdges": [ { "user_id": 3, "friend": 4 }, { "user_id": 4, "friend": 5 }, { "user_id": 5, "friend": 6 } ], "eEdges": [ { "user_id": 3, "friend": 4 }, { "user_id": 4, "friend": 5 } ], "pHopCount": 3, "pVertices": [ { "user_id": 3 }, { "user_id": 4 }, { "user_id": 5 }, { "user_id": 6 } ], "eVertices": [ { "user_id": 3 }, { "user_id": 4 }, { "user_id": 5 } ] }
+{ "pEdges": [ { "user_id": 4, "friend": 5 }, { "user_id": 5, "friend": 6 } ], "eEdges": [ { "user_id": 4, "friend": 5 } ], "pHopCount": 2, "pVertices": [ { "user_id": 4 }, { "user_id": 5 }, { "user_id": 6 } ], "eVertices": [ { "user_id": 4 }, { "user_id": 5 } ] }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/inference-resolution/inference-resolution.6.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/inference-resolution/inference-resolution.6.adm
index 5a87275..89677c3 100644
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/inference-resolution/inference-resolution.6.adm
+++ b/asterix-graphix/src/test/resources/runtimets/results/graphix/inference-resolution/inference-resolution.6.adm
@@ -1 +1 @@
-{ "e_length": 2, "e_label": "FRIENDS_WITH", "n_label": "User" }
\ No newline at end of file
+{ "e_label": "FRIENDS_WITH", "n_label": "User", "e_length": 2 }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/left-match/left-match.4.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/left-match/left-match.4.adm
deleted file mode 100644
index 9a221cf..0000000
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/left-match/left-match.4.adm
+++ /dev/null
@@ -1,2 +0,0 @@
-{ "u1_user_id": 1, "fw_user_id": 1, "fw_friend": 2, "u2_user_id": 2 }
-{ "u1_user_id": 2, "fw_user_id": 2, "fw_friend": 3, "u2_user_id": 3, "mb_user_id": 2, "mb_review_id": "A", "r_review_id": "A" }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/left-match/left-match.5.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/left-match/left-match.5.adm
index 5c82883..9a221cf 100644
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/left-match/left-match.5.adm
+++ b/asterix-graphix/src/test/resources/runtimets/results/graphix/left-match/left-match.5.adm
@@ -1,5 +1,2 @@
-{ "u1_user_id": 1, "fw1_user_id": 1, "fw1_friend": 2, "u2_user_id": 2, "u3_user_id": 3, "mb_user_id": 3, "mb_review_id": "A", "r_review_id": "A", "fw2_user_id": 3, "fw2_friend": 1 }
-{ "u1_user_id": 1, "fw1_user_id": 1, "fw1_friend": 2, "u2_user_id": 2, "u3_user_id": 4, "mb_user_id": 4, "mb_review_id": "B", "r_review_id": "B", "fw2_user_id": 4, "fw2_friend": 1 }
-{ "u1_user_id": 1, "fw1_user_id": 1, "fw1_friend": 4, "u2_user_id": 4, "u3_user_id": 3, "mb_user_id": 3, "mb_review_id": "A", "r_review_id": "A", "fw2_user_id": 3, "fw2_friend": 1 }
-{ "u1_user_id": 3, "fw1_user_id": 3, "fw1_friend": 1, "u2_user_id": 1 }
-{ "u1_user_id": 4, "fw1_user_id": 4, "fw1_friend": 1, "u2_user_id": 1 }
\ No newline at end of file
+{ "u1_user_id": 1, "fw_user_id": 1, "fw_friend": 2, "u2_user_id": 2 }
+{ "u1_user_id": 2, "fw_user_id": 2, "fw_friend": 3, "u2_user_id": 3, "mb_user_id": 2, "mb_review_id": "A", "r_review_id": "A" }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/left-match/left-match.7.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/left-match/left-match.7.adm
new file mode 100644
index 0000000..5c82883
--- /dev/null
+++ b/asterix-graphix/src/test/resources/runtimets/results/graphix/left-match/left-match.7.adm
@@ -0,0 +1,5 @@
+{ "u1_user_id": 1, "fw1_user_id": 1, "fw1_friend": 2, "u2_user_id": 2, "u3_user_id": 3, "mb_user_id": 3, "mb_review_id": "A", "r_review_id": "A", "fw2_user_id": 3, "fw2_friend": 1 }
+{ "u1_user_id": 1, "fw1_user_id": 1, "fw1_friend": 2, "u2_user_id": 2, "u3_user_id": 4, "mb_user_id": 4, "mb_review_id": "B", "r_review_id": "B", "fw2_user_id": 4, "fw2_friend": 1 }
+{ "u1_user_id": 1, "fw1_user_id": 1, "fw1_friend": 4, "u2_user_id": 4, "u3_user_id": 3, "mb_user_id": 3, "mb_review_id": "A", "r_review_id": "A", "fw2_user_id": 3, "fw2_friend": 1 }
+{ "u1_user_id": 3, "fw1_user_id": 3, "fw1_friend": 1, "u2_user_id": 1 }
+{ "u1_user_id": 4, "fw1_user_id": 4, "fw1_friend": 1, "u2_user_id": 1 }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/left-match/left-match.6.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/left-match/left-match.9.adm
similarity index 100%
rename from asterix-graphix/src/test/resources/runtimets/results/graphix/left-match/left-match.6.adm
rename to asterix-graphix/src/test/resources/runtimets/results/graphix/left-match/left-match.9.adm
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/minimal-resolution/minimal-resolution.3.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/minimal-resolution/minimal-resolution.3.adm
deleted file mode 100644
index bf58f6a..0000000
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/minimal-resolution/minimal-resolution.3.adm
+++ /dev/null
@@ -1,4 +0,0 @@
-{ "user_id": 1 }
-{ "user_id": 2 }
-{ "user_id": 3 }
-{ "user_id": 4 }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/minimal-resolution/minimal-resolution.4.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/minimal-resolution/minimal-resolution.4.adm
deleted file mode 100644
index 9fd8681..0000000
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/minimal-resolution/minimal-resolution.4.adm
+++ /dev/null
@@ -1,10 +0,0 @@
-{ "user_id": 1 }
-{ "user_id": 1, "review_id": "A" }
-{ "user_id": 1, "review_id": "B" }
-{ "user_id": 2 }
-{ "user_id": 2, "review_id": "C" }
-{ "user_id": 3 }
-{ "user_id": 3, "review_id": "D" }
-{ "user_id": 4 }
-{ "user_id": 4, "review_id": "E" }
-{ "user_id": 5, "review_id": "F" }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/minimal-resolution/minimal-resolution.5.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/minimal-resolution/minimal-resolution.5.adm
deleted file mode 100644
index 843d7f9..0000000
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/minimal-resolution/minimal-resolution.5.adm
+++ /dev/null
@@ -1,10 +0,0 @@
-{ "left_review_id": "A", "right_user_id": 1, "e_user_id": 1, "e_review_id": "A" }
-{ "left_review_id": "B", "right_user_id": 1, "e_user_id": 1, "e_review_id": "B" }
-{ "left_review_id": "C", "right_user_id": 2, "e_user_id": 2, "e_review_id": "C" }
-{ "left_review_id": "D", "right_user_id": 3, "e_user_id": 3, "e_review_id": "D" }
-{ "left_review_id": "E", "right_user_id": 4, "e_user_id": 4, "e_review_id": "E" }
-{ "left_user_id": 1, "right_review_id": "A", "e_user_id": 1, "e_review_id": "A" }
-{ "left_user_id": 1, "right_review_id": "B", "e_user_id": 1, "e_review_id": "B" }
-{ "left_user_id": 2, "right_review_id": "C", "e_user_id": 2, "e_review_id": "C" }
-{ "left_user_id": 3, "right_review_id": "D", "e_user_id": 3, "e_review_id": "D" }
-{ "left_user_id": 4, "right_review_id": "E", "e_user_id": 4, "e_review_id": "E" }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/minimal-resolution/minimal-resolution.6.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/minimal-resolution/minimal-resolution.6.adm
deleted file mode 100644
index b451053..0000000
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/minimal-resolution/minimal-resolution.6.adm
+++ /dev/null
@@ -1,8 +0,0 @@
-{ "source_user_id": 1, "dest_user_id": 2, "e_user_id": 1, "e_friend": 2 }
-{ "source_user_id": 3, "dest_user_id": 2, "e_user_id": 3, "e_friend": 2 }
-{ "source_user_id": 4, "dest_user_id": 2, "e_user_id": 4, "e_friend": 2 }
-{ "source_review_id": "A", "dest_user_id": 1, "e_user_id": 1, "e_review_id": "A" }
-{ "source_review_id": "B", "dest_user_id": 1, "e_user_id": 1, "e_review_id": "B" }
-{ "source_review_id": "C", "dest_user_id": 2, "e_user_id": 2, "e_review_id": "C" }
-{ "source_review_id": "D", "dest_user_id": 3, "e_user_id": 3, "e_review_id": "D" }
-{ "source_review_id": "E", "dest_user_id": 4, "e_user_id": 4, "e_review_id": "E" }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/path-variable/path-variable.3.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/path-variable/path-variable.3.adm
index dc47f05..a45ec54 100644
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/path-variable/path-variable.3.adm
+++ b/asterix-graphix/src/test/resources/runtimets/results/graphix/path-variable/path-variable.3.adm
@@ -1,4 +1,4 @@
-{ "pathLength": 0, "edgeRecord": { "Edge": null, "RightVertex": null, "LeftVertex": { "user_id": 1, "best_friend": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 1 } } } } }
-{ "pathLength": 0, "edgeRecord": { "Edge": null, "RightVertex": null, "LeftVertex": { "user_id": 2, "best_friend": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } } } }
-{ "pathLength": 0, "edgeRecord": { "Edge": null, "RightVertex": null, "LeftVertex": { "user_id": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 3 } } } } }
-{ "pathLength": 0, "edgeRecord": { "Edge": null, "RightVertex": null, "LeftVertex": { "user_id": 4, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 4 } } } } }
\ No newline at end of file
+{ "pathLength": 0, "pathVertex": { "user_id": 1, "best_friend": 2 } }
+{ "pathLength": 0, "pathVertex": { "user_id": 2, "best_friend": 3 } }
+{ "pathLength": 0, "pathVertex": { "user_id": 3 } }
+{ "pathLength": 0, "pathVertex": { "user_id": 4 } }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/path-variable/path-variable.4.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/path-variable/path-variable.4.adm
index be295c8..7f3d7e1 100644
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/path-variable/path-variable.4.adm
+++ b/asterix-graphix/src/test/resources/runtimets/results/graphix/path-variable/path-variable.4.adm
@@ -1,6 +1,6 @@
-{ "pathLength": 1, "edgeRecord": { "LeftVertex": { "user_id": 1, "best_friend": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 1 } } }, "Edge": { "review_id": "A", "user_id": 1, "_GraphixElementDetail": { "Label": "MADE_BY" }, "_GraphixEdgeDetail": { "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "review_id": "A" }, "DestinationKey": { "user_id": 1 } } }, "RightVertex": { "review_id": "A", "user_id": 1, "_GraphixElementDetail": { "Label": "Review" }, "_GraphixVertexDetail": { "PrimaryKey": { "review_id": "A" } } } } }
-{ "pathLength": 1, "edgeRecord": { "LeftVertex": { "user_id": 1, "best_friend": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 1 } } }, "Edge": { "review_id": "B", "user_id": 1, "_GraphixElementDetail": { "Label": "MADE_BY" }, "_GraphixEdgeDetail": { "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "review_id": "B" }, "DestinationKey": { "user_id": 1 } } }, "RightVertex": { "review_id": "B", "user_id": 1, "_GraphixElementDetail": { "Label": "Review" }, "_GraphixVertexDetail": { "PrimaryKey": { "review_id": "B" } } } } }
-{ "pathLength": 1, "edgeRecord": { "LeftVertex": { "user_id": 1, "best_friend": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 1 } } }, "Edge": { "review_id": "C", "user_id": 1, "_GraphixElementDetail": { "Label": "MADE_BY" }, "_GraphixEdgeDetail": { "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "review_id": "C" }, "DestinationKey": { "user_id": 1 } } }, "RightVertex": { "review_id": "C", "user_id": 1, "_GraphixElementDetail": { "Label": "Review" }, "_GraphixVertexDetail": { "PrimaryKey": { "review_id": "C" } } } } }
-{ "pathLength": 1, "edgeRecord": { "LeftVertex": { "user_id": 2, "best_friend": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } }, "Edge": { "review_id": "D", "user_id": 2, "_GraphixElementDetail": { "Label": "MADE_BY" }, "_GraphixEdgeDetail": { "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "review_id": "D" }, "DestinationKey": { "user_id": 2 } } }, "RightVertex": { "review_id": "D", "user_id": 2, "_GraphixElementDetail": { "Label": "Review" }, "_GraphixVertexDetail": { "PrimaryKey": { "review_id": "D" } } } } }
-{ "pathLength": 1, "edgeRecord": { "LeftVertex": { "user_id": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 3 } } }, "Edge": { "review_id": "E", "user_id": 3, "_GraphixElementDetail": { "Label": "MADE_BY" }, "_GraphixEdgeDetail": { "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "review_id": "E" }, "DestinationKey": { "user_id": 3 } } }, "RightVertex": { "review_id": "E", "user_id": 3, "_GraphixElementDetail": { "Label": "Review" }, "_GraphixVertexDetail": { "PrimaryKey": { "review_id": "E" } } } } }
-{ "pathLength": 1, "edgeRecord": { "LeftVertex": { "user_id": 4, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 4 } } }, "Edge": { "review_id": "F", "user_id": 4, "_GraphixElementDetail": { "Label": "MADE_BY" }, "_GraphixEdgeDetail": { "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "review_id": "F" }, "DestinationKey": { "user_id": 4 } } }, "RightVertex": { "review_id": "F", "user_id": 4, "_GraphixElementDetail": { "Label": "Review" }, "_GraphixVertexDetail": { "PrimaryKey": { "review_id": "F" } } } } }
\ No newline at end of file
+{ "pathLength": 1, "edgeRecord": { "review_id": "A", "user_id": 1 } }
+{ "pathLength": 1, "edgeRecord": { "review_id": "B", "user_id": 1 } }
+{ "pathLength": 1, "edgeRecord": { "review_id": "C", "user_id": 1 } }
+{ "pathLength": 1, "edgeRecord": { "review_id": "D", "user_id": 2 } }
+{ "pathLength": 1, "edgeRecord": { "review_id": "E", "user_id": 3 } }
+{ "pathLength": 1, "edgeRecord": { "review_id": "F", "user_id": 4 } }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/path-variable/path-variable.5.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/path-variable/path-variable.5.adm
index 94e906a..1554fbb 100644
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/path-variable/path-variable.5.adm
+++ b/asterix-graphix/src/test/resources/runtimets/results/graphix/path-variable/path-variable.5.adm
@@ -1,4 +1,4 @@
-{ "pathLength": 2, "edgeRecord": { "LeftVertex": { "user_id": 1, "best_friend": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 1 } } }, "Edge": { "user_id": 1, "friend": 2, "_GraphixElementDetail": { "Label": "FRIENDS_WITH" }, "_GraphixEdgeDetail": { "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": { "user_id": 1 }, "DestinationKey": { "friend": 2 } } }, "RightVertex": { "user_id": 2, "best_friend": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } } } }
-{ "pathLength": 2, "edgeRecord": { "LeftVertex": { "user_id": 2, "best_friend": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } }, "Edge": { "user_id": 2, "friend": 3, "_GraphixElementDetail": { "Label": "FRIENDS_WITH" }, "_GraphixEdgeDetail": { "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": { "user_id": 2 }, "DestinationKey": { "friend": 3 } } }, "RightVertex": { "user_id": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 3 } } } } }
-{ "pathLength": 2, "edgeRecord": { "LeftVertex": { "user_id": 2, "best_friend": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } }, "Edge": { "user_id": 1, "friend": 2, "_GraphixElementDetail": { "Label": "FRIENDS_WITH" }, "_GraphixEdgeDetail": { "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "user_id": 1 }, "DestinationKey": { "friend": 2 } } }, "RightVertex": { "user_id": 1, "best_friend": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 1 } } } } }
-{ "pathLength": 2, "edgeRecord": { "LeftVertex": { "user_id": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 3 } } }, "Edge": { "user_id": 2, "friend": 3, "_GraphixElementDetail": { "Label": "FRIENDS_WITH" }, "_GraphixEdgeDetail": { "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "user_id": 2 }, "DestinationKey": { "friend": 3 } } }, "RightVertex": { "user_id": 2, "best_friend": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } } } }
\ No newline at end of file
+{ "pathLength": 2, "edgeRecord": { "user_id": 1, "friend": 2 }, "u_user_id": 1, "v_user_id": 2, "w_user_id": 3 }
+{ "pathLength": 2, "edgeRecord": { "user_id": 2, "friend": 3 }, "u_user_id": 1, "v_user_id": 2, "w_user_id": 3 }
+{ "pathLength": 2, "edgeRecord": { "user_id": 1, "friend": 2 }, "u_user_id": 3, "v_user_id": 2, "w_user_id": 1 }
+{ "pathLength": 2, "edgeRecord": { "user_id": 2, "friend": 3 }, "u_user_id": 3, "v_user_id": 2, "w_user_id": 1 }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/path-variable/path-variable.6.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/path-variable/path-variable.6.adm
index ba46ed7..0277ad3 100644
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/path-variable/path-variable.6.adm
+++ b/asterix-graphix/src/test/resources/runtimets/results/graphix/path-variable/path-variable.6.adm
@@ -1,8 +1,6 @@
-{ "pathLength": 1, "edgeRecord": { "LeftVertex": { "user_id": 1, "best_friend": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 1 } } }, "Edge": { "user_id": 1, "friend": 2, "_GraphixElementDetail": { "Label": "FRIENDS_WITH" }, "_GraphixEdgeDetail": { "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": { "user_id": 1 }, "DestinationKey": { "friend": 2 } } }, "RightVertex": { "user_id": 2, "best_friend": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } } } }
-{ "pathLength": 2, "edgeRecord": { "LeftVertex": { "user_id": 1, "best_friend": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 1 } } }, "Edge": { "user_id": 1, "friend": 2, "_GraphixElementDetail": { "Label": "FRIENDS_WITH" }, "_GraphixEdgeDetail": { "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": { "user_id": 1 }, "DestinationKey": { "friend": 2 } } }, "RightVertex": { "user_id": 2, "best_friend": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } } } }
-{ "pathLength": 2, "edgeRecord": { "LeftVertex": { "user_id": 2, "best_friend": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } }, "Edge": { "user_id": 2, "friend": 3, "_GraphixElementDetail": { "Label": "FRIENDS_WITH" }, "_GraphixEdgeDetail": { "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": { "user_id": 2 }, "DestinationKey": { "friend": 3 } } }, "RightVertex": { "user_id": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 3 } } } } }
-{ "pathLength": 1, "edgeRecord": { "LeftVertex": { "user_id": 2, "best_friend": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } }, "Edge": { "user_id": 1, "friend": 2, "_GraphixElementDetail": { "Label": "FRIENDS_WITH" }, "_GraphixEdgeDetail": { "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "user_id": 1 }, "DestinationKey": { "friend": 2 } } }, "RightVertex": { "user_id": 1, "best_friend": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 1 } } } } }
-{ "pathLength": 1, "edgeRecord": { "LeftVertex": { "user_id": 2, "best_friend": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } }, "Edge": { "user_id": 2, "friend": 3, "_GraphixElementDetail": { "Label": "FRIENDS_WITH" }, "_GraphixEdgeDetail": { "EdgeDirection": "LEFT_TO_RIGHT", "SourceKey": { "user_id": 2 }, "DestinationKey": { "friend": 3 } } }, "RightVertex": { "user_id": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 3 } } } } }
-{ "pathLength": 2, "edgeRecord": { "LeftVertex": { "user_id": 2, "best_friend": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } }, "Edge": { "user_id": 1, "friend": 2, "_GraphixElementDetail": { "Label": "FRIENDS_WITH" }, "_GraphixEdgeDetail": { "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "user_id": 1 }, "DestinationKey": { "friend": 2 } } }, "RightVertex": { "user_id": 1, "best_friend": 2, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 1 } } } } }
-{ "pathLength": 2, "edgeRecord": { "LeftVertex": { "user_id": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 3 } } }, "Edge": { "user_id": 2, "friend": 3, "_GraphixElementDetail": { "Label": "FRIENDS_WITH" }, "_GraphixEdgeDetail": { "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "user_id": 2 }, "DestinationKey": { "friend": 3 } } }, "RightVertex": { "user_id": 2, "best_friend": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } } } }
-{ "pathLength": 1, "edgeRecord": { "LeftVertex": { "user_id": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 3 } } }, "Edge": { "user_id": 2, "friend": 3, "_GraphixElementDetail": { "Label": "FRIENDS_WITH" }, "_GraphixEdgeDetail": { "EdgeDirection": "RIGHT_TO_LEFT", "SourceKey": { "user_id": 2 }, "DestinationKey": { "friend": 3 } } }, "RightVertex": { "user_id": 2, "best_friend": 3, "_GraphixElementDetail": { "Label": "User" }, "_GraphixVertexDetail": { "PrimaryKey": { "user_id": 2 } } } } }
\ No newline at end of file
+{ "pathLength": 1, "u_user_id": 1, "v_user_id": 2 }
+{ "pathLength": 2, "u_user_id": 1, "v_user_id": 3 }
+{ "pathLength": 1, "u_user_id": 2, "v_user_id": 1 }
+{ "pathLength": 1, "u_user_id": 2, "v_user_id": 3 }
+{ "pathLength": 2, "u_user_id": 3, "v_user_id": 1 }
+{ "pathLength": 1, "u_user_id": 3, "v_user_id": 2 }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/scope-checking/scope-checking.5.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/scope-checking/scope-checking.5.adm
index 802c33a..725fe9c 100644
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/scope-checking/scope-checking.5.adm
+++ b/asterix-graphix/src/test/resources/runtimets/results/graphix/scope-checking/scope-checking.5.adm
@@ -1,6 +1,6 @@
-{ "shortestPath": [ 1, 2 ], "u1_user_id": 1, "u2_user_id": 2 }
-{ "shortestPath": [ 1, 3 ], "u1_user_id": 1, "u2_user_id": 3 }
-{ "shortestPath": [ 1, 3, 4 ], "u1_user_id": 1, "u2_user_id": 4 }
-{ "shortestPath": [ 2, 3 ], "u1_user_id": 2, "u2_user_id": 3 }
-{ "shortestPath": [ 2, 3, 4 ], "u1_user_id": 2, "u2_user_id": 4 }
-{ "shortestPath": [ 3, 4 ], "u1_user_id": 3, "u2_user_id": 4 }
\ No newline at end of file
+{ "u1_user_id": 1, "u2_user_id": 2, "shortestPath": [ 1, 2 ] }
+{ "u1_user_id": 1, "u2_user_id": 3, "shortestPath": [ 1, 3 ] }
+{ "u1_user_id": 1, "u2_user_id": 4, "shortestPath": [ 1, 3, 4 ] }
+{ "u1_user_id": 2, "u2_user_id": 3, "shortestPath": [ 2, 3 ] }
+{ "u1_user_id": 2, "u2_user_id": 4, "shortestPath": [ 2, 3, 4 ] }
+{ "u1_user_id": 3, "u2_user_id": 4, "shortestPath": [ 3, 4 ] }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/scope-checking/scope-checking.6.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/scope-checking/scope-checking.6.adm
index 802c33a..725fe9c 100644
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/scope-checking/scope-checking.6.adm
+++ b/asterix-graphix/src/test/resources/runtimets/results/graphix/scope-checking/scope-checking.6.adm
@@ -1,6 +1,6 @@
-{ "shortestPath": [ 1, 2 ], "u1_user_id": 1, "u2_user_id": 2 }
-{ "shortestPath": [ 1, 3 ], "u1_user_id": 1, "u2_user_id": 3 }
-{ "shortestPath": [ 1, 3, 4 ], "u1_user_id": 1, "u2_user_id": 4 }
-{ "shortestPath": [ 2, 3 ], "u1_user_id": 2, "u2_user_id": 3 }
-{ "shortestPath": [ 2, 3, 4 ], "u1_user_id": 2, "u2_user_id": 4 }
-{ "shortestPath": [ 3, 4 ], "u1_user_id": 3, "u2_user_id": 4 }
\ No newline at end of file
+{ "u1_user_id": 1, "u2_user_id": 2, "shortestPath": [ 1, 2 ] }
+{ "u1_user_id": 1, "u2_user_id": 3, "shortestPath": [ 1, 3 ] }
+{ "u1_user_id": 1, "u2_user_id": 4, "shortestPath": [ 1, 3, 4 ] }
+{ "u1_user_id": 2, "u2_user_id": 3, "shortestPath": [ 2, 3 ] }
+{ "u1_user_id": 2, "u2_user_id": 4, "shortestPath": [ 2, 3, 4 ] }
+{ "u1_user_id": 3, "u2_user_id": 4, "shortestPath": [ 3, 4 ] }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/simple-1-edge/simple-1-edge.4.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/simple-1-edge/simple-1-edge.4.adm
index d340a90..48e9814 100644
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/simple-1-edge/simple-1-edge.4.adm
+++ b/asterix-graphix/src/test/resources/runtimets/results/graphix/simple-1-edge/simple-1-edge.4.adm
@@ -1,6 +1,40 @@
-{ "u1_user_id": 1, "u2_user_id": 2, "fw_user_id": 1, "fw_friend": 2 }
-{ "u1_user_id": 1, "u2_user_id": 3, "fw_user_id": 1, "fw_friend": 3 }
-{ "u1_user_id": 2, "u2_user_id": 1, "fw_user_id": 2, "fw_friend": 1 }
-{ "u1_user_id": 3, "u2_user_id": 1, "fw_user_id": 3, "fw_friend": 1 }
-{ "u1_user_id": 4, "u2_user_id": 1, "fw_user_id": 4, "fw_friend": 1 }
-{ "u1_user_id": 4, "u2_user_id": 2, "fw_user_id": 4, "fw_friend": 2 }
\ No newline at end of file
+{ "u_user_id": 1, "r_review_id": "A", "n_review_id": "B" }
+{ "u_user_id": 1, "r_review_id": "A", "n_review_id": "C" }
+{ "u_user_id": 1, "r_review_id": "A", "n_review_id": "D" }
+{ "u_user_id": 1, "r_review_id": "A", "n_review_id": "E" }
+{ "u_user_id": 1, "r_review_id": "A", "n_review_id": "F" }
+{ "u_user_id": 1, "r_review_id": "A", "n_user_id": 2 }
+{ "u_user_id": 1, "r_review_id": "A", "n_user_id": 3 }
+{ "u_user_id": 1, "r_review_id": "A", "n_user_id": 4 }
+{ "u_user_id": 1, "r_review_id": "B", "n_review_id": "A" }
+{ "u_user_id": 1, "r_review_id": "B", "n_review_id": "C" }
+{ "u_user_id": 1, "r_review_id": "B", "n_review_id": "D" }
+{ "u_user_id": 1, "r_review_id": "B", "n_review_id": "E" }
+{ "u_user_id": 1, "r_review_id": "B", "n_review_id": "F" }
+{ "u_user_id": 1, "r_review_id": "B", "n_user_id": 2 }
+{ "u_user_id": 1, "r_review_id": "B", "n_user_id": 3 }
+{ "u_user_id": 1, "r_review_id": "B", "n_user_id": 4 }
+{ "u_user_id": 2, "r_review_id": "C", "n_review_id": "A" }
+{ "u_user_id": 2, "r_review_id": "C", "n_review_id": "B" }
+{ "u_user_id": 2, "r_review_id": "C", "n_review_id": "D" }
+{ "u_user_id": 2, "r_review_id": "C", "n_review_id": "E" }
+{ "u_user_id": 2, "r_review_id": "C", "n_review_id": "F" }
+{ "u_user_id": 2, "r_review_id": "C", "n_user_id": 1 }
+{ "u_user_id": 2, "r_review_id": "C", "n_user_id": 3 }
+{ "u_user_id": 2, "r_review_id": "C", "n_user_id": 4 }
+{ "u_user_id": 3, "r_review_id": "D", "n_review_id": "A" }
+{ "u_user_id": 3, "r_review_id": "D", "n_review_id": "B" }
+{ "u_user_id": 3, "r_review_id": "D", "n_review_id": "C" }
+{ "u_user_id": 3, "r_review_id": "D", "n_review_id": "E" }
+{ "u_user_id": 3, "r_review_id": "D", "n_review_id": "F" }
+{ "u_user_id": 3, "r_review_id": "D", "n_user_id": 1 }
+{ "u_user_id": 3, "r_review_id": "D", "n_user_id": 2 }
+{ "u_user_id": 3, "r_review_id": "D", "n_user_id": 4 }
+{ "u_user_id": 4, "r_review_id": "E", "n_review_id": "A" }
+{ "u_user_id": 4, "r_review_id": "E", "n_review_id": "B" }
+{ "u_user_id": 4, "r_review_id": "E", "n_review_id": "C" }
+{ "u_user_id": 4, "r_review_id": "E", "n_review_id": "D" }
+{ "u_user_id": 4, "r_review_id": "E", "n_review_id": "F" }
+{ "u_user_id": 4, "r_review_id": "E", "n_user_id": 1 }
+{ "u_user_id": 4, "r_review_id": "E", "n_user_id": 2 }
+{ "u_user_id": 4, "r_review_id": "E", "n_user_id": 3 }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/simple-1-edge/simple-1-edge.5.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/simple-1-edge/simple-1-edge.5.adm
index 190ae9b..c644784 100644
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/simple-1-edge/simple-1-edge.5.adm
+++ b/asterix-graphix/src/test/resources/runtimets/results/graphix/simple-1-edge/simple-1-edge.5.adm
@@ -1,6 +1,8 @@
-{ "u1_user_id": 1, "u2_user_id": 2 }
-{ "u1_user_id": 1, "u2_user_id": 3 }
-{ "u1_user_id": 2, "u2_user_id": 1 }
-{ "u1_user_id": 3, "u2_user_id": 1 }
-{ "u1_user_id": 4, "u2_user_id": 1 }
-{ "u1_user_id": 4, "u2_user_id": 2 }
\ No newline at end of file
+{ "u1_user_id": 1, "u2_user_id": 2, "friends": [ 2, 3 ], "fw_user_id": 1, "fw_friend": 2 }
+{ "u1_user_id": 1, "u2_user_id": 2, "friends": [ 2, 3 ], "fw_user_id": 2, "fw_friend": 1 }
+{ "u1_user_id": 1, "u2_user_id": 3, "friends": [ 2, 3 ], "fw_user_id": 1, "fw_friend": 3 }
+{ "u1_user_id": 1, "u2_user_id": 3, "friends": [ 2, 3 ], "fw_user_id": 3, "fw_friend": 1 }
+{ "u1_user_id": 2, "u2_user_id": 1, "friends": [ 1 ], "fw_user_id": 1, "fw_friend": 2 }
+{ "u1_user_id": 2, "u2_user_id": 1, "friends": [ 1 ], "fw_user_id": 2, "fw_friend": 1 }
+{ "u1_user_id": 3, "u2_user_id": 1, "friends": [ 1 ], "fw_user_id": 1, "fw_friend": 3 }
+{ "u1_user_id": 3, "u2_user_id": 1, "friends": [ 1 ], "fw_user_id": 3, "fw_friend": 1 }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/simple-1-edge/simple-1-edge.6.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/simple-1-edge/simple-1-edge.6.adm
deleted file mode 100644
index 48e9814..0000000
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/simple-1-edge/simple-1-edge.6.adm
+++ /dev/null
@@ -1,40 +0,0 @@
-{ "u_user_id": 1, "r_review_id": "A", "n_review_id": "B" }
-{ "u_user_id": 1, "r_review_id": "A", "n_review_id": "C" }
-{ "u_user_id": 1, "r_review_id": "A", "n_review_id": "D" }
-{ "u_user_id": 1, "r_review_id": "A", "n_review_id": "E" }
-{ "u_user_id": 1, "r_review_id": "A", "n_review_id": "F" }
-{ "u_user_id": 1, "r_review_id": "A", "n_user_id": 2 }
-{ "u_user_id": 1, "r_review_id": "A", "n_user_id": 3 }
-{ "u_user_id": 1, "r_review_id": "A", "n_user_id": 4 }
-{ "u_user_id": 1, "r_review_id": "B", "n_review_id": "A" }
-{ "u_user_id": 1, "r_review_id": "B", "n_review_id": "C" }
-{ "u_user_id": 1, "r_review_id": "B", "n_review_id": "D" }
-{ "u_user_id": 1, "r_review_id": "B", "n_review_id": "E" }
-{ "u_user_id": 1, "r_review_id": "B", "n_review_id": "F" }
-{ "u_user_id": 1, "r_review_id": "B", "n_user_id": 2 }
-{ "u_user_id": 1, "r_review_id": "B", "n_user_id": 3 }
-{ "u_user_id": 1, "r_review_id": "B", "n_user_id": 4 }
-{ "u_user_id": 2, "r_review_id": "C", "n_review_id": "A" }
-{ "u_user_id": 2, "r_review_id": "C", "n_review_id": "B" }
-{ "u_user_id": 2, "r_review_id": "C", "n_review_id": "D" }
-{ "u_user_id": 2, "r_review_id": "C", "n_review_id": "E" }
-{ "u_user_id": 2, "r_review_id": "C", "n_review_id": "F" }
-{ "u_user_id": 2, "r_review_id": "C", "n_user_id": 1 }
-{ "u_user_id": 2, "r_review_id": "C", "n_user_id": 3 }
-{ "u_user_id": 2, "r_review_id": "C", "n_user_id": 4 }
-{ "u_user_id": 3, "r_review_id": "D", "n_review_id": "A" }
-{ "u_user_id": 3, "r_review_id": "D", "n_review_id": "B" }
-{ "u_user_id": 3, "r_review_id": "D", "n_review_id": "C" }
-{ "u_user_id": 3, "r_review_id": "D", "n_review_id": "E" }
-{ "u_user_id": 3, "r_review_id": "D", "n_review_id": "F" }
-{ "u_user_id": 3, "r_review_id": "D", "n_user_id": 1 }
-{ "u_user_id": 3, "r_review_id": "D", "n_user_id": 2 }
-{ "u_user_id": 3, "r_review_id": "D", "n_user_id": 4 }
-{ "u_user_id": 4, "r_review_id": "E", "n_review_id": "A" }
-{ "u_user_id": 4, "r_review_id": "E", "n_review_id": "B" }
-{ "u_user_id": 4, "r_review_id": "E", "n_review_id": "C" }
-{ "u_user_id": 4, "r_review_id": "E", "n_review_id": "D" }
-{ "u_user_id": 4, "r_review_id": "E", "n_review_id": "F" }
-{ "u_user_id": 4, "r_review_id": "E", "n_user_id": 1 }
-{ "u_user_id": 4, "r_review_id": "E", "n_user_id": 2 }
-{ "u_user_id": 4, "r_review_id": "E", "n_user_id": 3 }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/variable-sub-path/variable-sub-path.3.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/variable-sub-path/variable-sub-path.3.adm
index 5f0bdb6..f0c3f6a 100644
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/variable-sub-path/variable-sub-path.3.adm
+++ b/asterix-graphix/src/test/resources/runtimets/results/graphix/variable-sub-path/variable-sub-path.3.adm
@@ -1,22 +1,12 @@
-{ "fw_count": 1, "u1_user_id": 1, "fw_left_vertex": { "user_id": 2 }, "u2_user_id": 2 }
-{ "fw_count": 2, "u1_user_id": 1, "fw_left_vertex": { "user_id": 2 }, "u2_user_id": 3 }
-{ "fw_count": 3, "u1_user_id": 1, "fw_left_vertex": { "user_id": 2 }, "u2_user_id": 4 }
-{ "fw_count": 2, "u1_user_id": 1, "fw_left_vertex": { "user_id": 3 }, "u2_user_id": 3 }
-{ "fw_count": 3, "u1_user_id": 1, "fw_left_vertex": { "user_id": 3 }, "u2_user_id": 4 }
-{ "fw_count": 3, "u1_user_id": 1, "fw_left_vertex": { "user_id": 4 }, "u2_user_id": 4 }
-{ "fw_count": 1, "u1_user_id": 2, "fw_left_vertex": { "user_id": 3 }, "u2_user_id": 3 }
-{ "fw_count": 2, "u1_user_id": 2, "fw_left_vertex": { "user_id": 3 }, "u2_user_id": 4 }
-{ "fw_count": 3, "u1_user_id": 2, "fw_left_vertex": { "user_id": 3 }, "u2_user_id": 5 }
-{ "fw_count": 2, "u1_user_id": 2, "fw_left_vertex": { "user_id": 4 }, "u2_user_id": 4 }
-{ "fw_count": 3, "u1_user_id": 2, "fw_left_vertex": { "user_id": 4 }, "u2_user_id": 5 }
-{ "fw_count": 3, "u1_user_id": 2, "fw_left_vertex": { "user_id": 5 }, "u2_user_id": 5 }
-{ "fw_count": 1, "u1_user_id": 3, "fw_left_vertex": { "user_id": 4 }, "u2_user_id": 4 }
-{ "fw_count": 2, "u1_user_id": 3, "fw_left_vertex": { "user_id": 4 }, "u2_user_id": 5 }
-{ "fw_count": 3, "u1_user_id": 3, "fw_left_vertex": { "user_id": 4 }, "u2_user_id": 6 }
-{ "fw_count": 2, "u1_user_id": 3, "fw_left_vertex": { "user_id": 5 }, "u2_user_id": 5 }
-{ "fw_count": 3, "u1_user_id": 3, "fw_left_vertex": { "user_id": 5 }, "u2_user_id": 6 }
-{ "fw_count": 3, "u1_user_id": 3, "fw_left_vertex": { "user_id": 6 }, "u2_user_id": 6 }
-{ "fw_count": 1, "u1_user_id": 4, "fw_left_vertex": { "user_id": 5 }, "u2_user_id": 5 }
-{ "fw_count": 2, "u1_user_id": 4, "fw_left_vertex": { "user_id": 5 }, "u2_user_id": 6 }
-{ "fw_count": 2, "u1_user_id": 4, "fw_left_vertex": { "user_id": 6 }, "u2_user_id": 6 }
-{ "fw_count": 1, "u1_user_id": 5, "fw_left_vertex": { "user_id": 6 }, "u2_user_id": 6 }
\ No newline at end of file
+{ "u1_user_id": 1, "u2_user_id": 2, "fw_edge": [ 2 ], "fw_count": 1 }
+{ "u1_user_id": 1, "u2_user_id": 3, "fw_edge": [ 3, 2 ], "fw_count": 2 }
+{ "u1_user_id": 1, "u2_user_id": 4, "fw_edge": [ 4, 3, 2 ], "fw_count": 3 }
+{ "u1_user_id": 2, "u2_user_id": 3, "fw_edge": [ 3 ], "fw_count": 1 }
+{ "u1_user_id": 2, "u2_user_id": 4, "fw_edge": [ 4, 3 ], "fw_count": 2 }
+{ "u1_user_id": 2, "u2_user_id": 5, "fw_edge": [ 5, 4, 3 ], "fw_count": 3 }
+{ "u1_user_id": 3, "u2_user_id": 4, "fw_edge": [ 4 ], "fw_count": 1 }
+{ "u1_user_id": 3, "u2_user_id": 5, "fw_edge": [ 5, 4 ], "fw_count": 2 }
+{ "u1_user_id": 3, "u2_user_id": 6, "fw_edge": [ 6, 5, 4 ], "fw_count": 3 }
+{ "u1_user_id": 4, "u2_user_id": 5, "fw_edge": [ 5 ], "fw_count": 1 }
+{ "u1_user_id": 4, "u2_user_id": 6, "fw_edge": [ 6, 5 ], "fw_count": 2 }
+{ "u1_user_id": 5, "u2_user_id": 6, "fw_edge": [ 6 ], "fw_count": 1 }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/results/graphix/variable-sub-path/variable-sub-path.4.adm b/asterix-graphix/src/test/resources/runtimets/results/graphix/variable-sub-path/variable-sub-path.4.adm
index 581cb48..0d0e62a 100644
--- a/asterix-graphix/src/test/resources/runtimets/results/graphix/variable-sub-path/variable-sub-path.4.adm
+++ b/asterix-graphix/src/test/resources/runtimets/results/graphix/variable-sub-path/variable-sub-path.4.adm
@@ -1,26 +1,18 @@
-{ "fw_hops": 1, "u1_user_id": 1, "fw_left_vertex": { "user_id": 2 }, "dir": "RIGHT_TO_LEFT", "u2_user_id": 2 }
-{ "fw_hops": 2, "u1_user_id": 1, "fw_left_vertex": { "user_id": 2 }, "dir": "RIGHT_TO_LEFT", "u2_user_id": 3 }
-{ "fw_hops": 2, "u1_user_id": 1, "fw_left_vertex": { "user_id": 3 }, "dir": "RIGHT_TO_LEFT", "u2_user_id": 3 }
-{ "fw_hops": 1, "u1_user_id": 2, "fw_left_vertex": { "user_id": 1 }, "dir": "LEFT_TO_RIGHT", "u2_user_id": 1 }
-{ "fw_hops": 1, "u1_user_id": 2, "fw_left_vertex": { "user_id": 3 }, "dir": "RIGHT_TO_LEFT", "u2_user_id": 3 }
-{ "fw_hops": 2, "u1_user_id": 2, "fw_left_vertex": { "user_id": 3 }, "dir": "RIGHT_TO_LEFT", "u2_user_id": 4 }
-{ "fw_hops": 2, "u1_user_id": 2, "fw_left_vertex": { "user_id": 4 }, "dir": "RIGHT_TO_LEFT", "u2_user_id": 4 }
-{ "fw_hops": 2, "u1_user_id": 3, "fw_left_vertex": { "user_id": 1 }, "dir": "LEFT_TO_RIGHT", "u2_user_id": 1 }
-{ "fw_hops": 2, "u1_user_id": 3, "fw_left_vertex": { "user_id": 2 }, "dir": "LEFT_TO_RIGHT", "u2_user_id": 1 }
-{ "fw_hops": 1, "u1_user_id": 3, "fw_left_vertex": { "user_id": 2 }, "dir": "LEFT_TO_RIGHT", "u2_user_id": 2 }
-{ "fw_hops": 1, "u1_user_id": 3, "fw_left_vertex": { "user_id": 4 }, "dir": "RIGHT_TO_LEFT", "u2_user_id": 4 }
-{ "fw_hops": 2, "u1_user_id": 3, "fw_left_vertex": { "user_id": 4 }, "dir": "RIGHT_TO_LEFT", "u2_user_id": 5 }
-{ "fw_hops": 2, "u1_user_id": 3, "fw_left_vertex": { "user_id": 5 }, "dir": "RIGHT_TO_LEFT", "u2_user_id": 5 }
-{ "fw_hops": 2, "u1_user_id": 4, "fw_left_vertex": { "user_id": 2 }, "dir": "LEFT_TO_RIGHT", "u2_user_id": 2 }
-{ "fw_hops": 2, "u1_user_id": 4, "fw_left_vertex": { "user_id": 3 }, "dir": "LEFT_TO_RIGHT", "u2_user_id": 2 }
-{ "fw_hops": 1, "u1_user_id": 4, "fw_left_vertex": { "user_id": 3 }, "dir": "LEFT_TO_RIGHT", "u2_user_id": 3 }
-{ "fw_hops": 1, "u1_user_id": 4, "fw_left_vertex": { "user_id": 5 }, "dir": "RIGHT_TO_LEFT", "u2_user_id": 5 }
-{ "fw_hops": 2, "u1_user_id": 4, "fw_left_vertex": { "user_id": 5 }, "dir": "RIGHT_TO_LEFT", "u2_user_id": 6 }
-{ "fw_hops": 2, "u1_user_id": 4, "fw_left_vertex": { "user_id": 6 }, "dir": "RIGHT_TO_LEFT", "u2_user_id": 6 }
-{ "fw_hops": 2, "u1_user_id": 5, "fw_left_vertex": { "user_id": 3 }, "dir": "LEFT_TO_RIGHT", "u2_user_id": 3 }
-{ "fw_hops": 2, "u1_user_id": 5, "fw_left_vertex": { "user_id": 4 }, "dir": "LEFT_TO_RIGHT", "u2_user_id": 3 }
-{ "fw_hops": 1, "u1_user_id": 5, "fw_left_vertex": { "user_id": 4 }, "dir": "LEFT_TO_RIGHT", "u2_user_id": 4 }
-{ "fw_hops": 1, "u1_user_id": 5, "fw_left_vertex": { "user_id": 6 }, "dir": "RIGHT_TO_LEFT", "u2_user_id": 6 }
-{ "fw_hops": 2, "u1_user_id": 6, "fw_left_vertex": { "user_id": 4 }, "dir": "LEFT_TO_RIGHT", "u2_user_id": 4 }
-{ "fw_hops": 2, "u1_user_id": 6, "fw_left_vertex": { "user_id": 5 }, "dir": "LEFT_TO_RIGHT", "u2_user_id": 4 }
-{ "fw_hops": 1, "u1_user_id": 6, "fw_left_vertex": { "user_id": 5 }, "dir": "LEFT_TO_RIGHT", "u2_user_id": 5 }
\ No newline at end of file
+{ "u1_user_id": 1, "u2_user_id": 2, "fw_edge": [ 2 ], "fw_hops": 1 }
+{ "u1_user_id": 1, "u2_user_id": 3, "fw_edge": [ 3, 2 ], "fw_hops": 2 }
+{ "u1_user_id": 2, "u2_user_id": 1, "fw_edge": [ 2 ], "fw_hops": 1 }
+{ "u1_user_id": 2, "u2_user_id": 3, "fw_edge": [ 3 ], "fw_hops": 1 }
+{ "u1_user_id": 2, "u2_user_id": 4, "fw_edge": [ 4, 3 ], "fw_hops": 2 }
+{ "u1_user_id": 3, "u2_user_id": 1, "fw_edge": [ 2, 3 ], "fw_hops": 2 }
+{ "u1_user_id": 3, "u2_user_id": 2, "fw_edge": [ 3 ], "fw_hops": 1 }
+{ "u1_user_id": 3, "u2_user_id": 4, "fw_edge": [ 4 ], "fw_hops": 1 }
+{ "u1_user_id": 3, "u2_user_id": 5, "fw_edge": [ 5, 4 ], "fw_hops": 2 }
+{ "u1_user_id": 4, "u2_user_id": 2, "fw_edge": [ 3, 4 ], "fw_hops": 2 }
+{ "u1_user_id": 4, "u2_user_id": 3, "fw_edge": [ 4 ], "fw_hops": 1 }
+{ "u1_user_id": 4, "u2_user_id": 5, "fw_edge": [ 5 ], "fw_hops": 1 }
+{ "u1_user_id": 4, "u2_user_id": 6, "fw_edge": [ 6, 5 ], "fw_hops": 2 }
+{ "u1_user_id": 5, "u2_user_id": 3, "fw_edge": [ 4, 5 ], "fw_hops": 2 }
+{ "u1_user_id": 5, "u2_user_id": 4, "fw_edge": [ 5 ], "fw_hops": 1 }
+{ "u1_user_id": 5, "u2_user_id": 6, "fw_edge": [ 6 ], "fw_hops": 1 }
+{ "u1_user_id": 6, "u2_user_id": 4, "fw_edge": [ 5, 6 ], "fw_hops": 2 }
+{ "u1_user_id": 6, "u2_user_id": 5, "fw_edge": [ 6 ], "fw_hops": 1 }
\ No newline at end of file
diff --git a/asterix-graphix/src/test/resources/runtimets/testsuite.xml b/asterix-graphix/src/test/resources/runtimets/testsuite.xml
index 0ca8de6..a5ea9fc 100644
--- a/asterix-graphix/src/test/resources/runtimets/testsuite.xml
+++ b/asterix-graphix/src/test/resources/runtimets/testsuite.xml
@@ -31,7 +31,7 @@
         <expected-error>Cannot drop dataverse: DATASET TestDataverse2.GenericDataset being used by GRAPH TestDataverse.TestGraph</expected-error>
         <expected-error>Bad definition for a graph element(.)*Cannot find dataset DatasetThatDoesNotExist in dataverse TestDataverse nor an alias with name DatasetThatDoesNotExist</expected-error>
         <expected-error>Bad definition for a graph element(.)*Cannot resolve ambiguous alias reference for identifier V</expected-error>
-        <expected-error>Conflicting primary keys for vertices with label Vertex1</expected-error>
+        <expected-error>Conflicting vertex label found: Vertex1</expected-error>
         <expected-error>Destination vertex Vertex3 not found in the edge EDGE_1</expected-error>
         <expected-error>Graph TestGraph already exists</expected-error>
         <expected-error>Graph GraphThatDoesntExist2 does not exist</expected-error>
@@ -42,9 +42,10 @@
     </test-case>
   </test-group>
   <test-group name="dangling-vertices">
-    <test-case FilePath="graphix">
+    <test-case FilePath="graphix" check-warnings="true">
       <compilation-unit name="dangling-vertices">
         <output-dir compare="Text">dangling-vertices</output-dir>
+        <expected-warn>Potential disconnected pattern encountered! A CROSS-JOIN has been introduced.</expected-warn>
       </compilation-unit>
     </test-case>
   </test-group>
@@ -70,7 +71,7 @@
     </test-case>
   </test-group>
   <test-group name="inference-resolution">
-    <test-case FilePath="graphix">
+    <test-case FilePath="graphix" check-warnings="true">
       <compilation-unit name="inference-resolution">
         <output-dir compare="Text">inference-resolution</output-dir>
       </compilation-unit>
@@ -83,16 +84,6 @@
       </compilation-unit>
     </test-case>
   </test-group>
-  <test-group name="minimal-resolution">
-    <test-case FilePath="graphix" check-warnings="true">
-      <compilation-unit name="minimal-resolution">
-        <output-dir compare="Text">minimal-resolution</output-dir>
-        <expected-warn>Vertex label could not be resolved. Assuming that vertex $n has all schema labels.</expected-warn>
-        <expected-warn>Vertex label could not be resolved. Assuming that vertex $m has all schema labels.</expected-warn>
-        <expected-warn>Vertex label could not be resolved. Assuming that vertex $n has all schema labels.</expected-warn>
-      </compilation-unit>
-    </test-case>
-  </test-group>
   <test-group name="on-query-error">
     <test-case FilePath="graphix">
       <compilation-unit name="on-query-error">
@@ -104,7 +95,7 @@
         <expected-error>Query edge given, but no edge is defined in the schema.</expected-error>
         <expected-error>Sub-path edges cannot have a hop length less than 1.</expected-error>
         <expected-error>Sub-path edges cannot have a maximum hop length (2) less than the minimum hop length (4).</expected-error>
-        <expected-error>Conflicting primary keys for vertices with label Vertex1</expected-error>
+        <expected-error>Conflicting vertex label found: Vertex1</expected-error>
         <expected-error>Cannot resolve alias reference for undefined identifier invalidVariable</expected-error>
         <expected-error>Cannot resolve alias reference for undefined identifier invalidVariable</expected-error>
         <expected-error>Cannot resolve alias reference for undefined identifier invalidVariable</expected-error>