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Posted to notifications@asterixdb.apache.org by "Ali Alsuliman (Code Review)" <do...@asterixdb.incubator.apache.org> on 2019/02/20 07:24:01 UTC
Change in asterixdb[master]: [ASTERIXDB-2516][RT] add support for record deep comparison
Ali Alsuliman has uploaded a new change for review.
https://asterix-gerrit.ics.uci.edu/3222
Change subject: [ASTERIXDB-2516][RT] add support for record deep comparison
......................................................................
[ASTERIXDB-2516][RT] add support for record deep comparison
- user model changes: no
- storage format changes: no
- interface changes: no
Details:
Add support for record deep comparison.
- modified LogicalComplexBinaryComparator to allow record comparison
- added test cases for record comparison
- modified PointableAllocator to allow freeing record visitable pointables
Change-Id: I3e8bfbb014b86295749e980d123b0d3edf079beb
---
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.001.ddl.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.002.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.003.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.004.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.005.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.006.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.007.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.008.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.009.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.010.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.011.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.012.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.013.ddl.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.004.adm
D asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.004.regexjson
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.005.adm
D asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.005.regexjson
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.006.adm
D asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.006.regexjson
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.007.adm
D asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.007.regexjson
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.020.adm
D asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.020.regexjson
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.021.adm
D asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.021.regexjson
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.022.adm
D asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.022.regexjson
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.003.adm
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.004.adm
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.005.adm
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.006.adm
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.007.adm
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.008.adm
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.009.adm
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.010.adm
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.011.adm
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.012.adm
M asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/comparators/LogicalComplexBinaryComparator.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/pointables/PointableAllocator.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/util/container/IObjectPool.java
40 files changed, 644 insertions(+), 197 deletions(-)
git pull ssh://asterix-gerrit.ics.uci.edu:29418/asterixdb refs/changes/22/3222/1
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.001.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.001.ddl.sqlpp
new file mode 100644
index 0000000..39f0991
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.001.ddl.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * 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 test if exists;
+create dataverse test;
+use test;
+
+create type openType as {id:int};
+create type recType as {name:string, age:int, colors:[string]};
+create type closedType as closed {id:int, subRec:recType?};
+
+create dataset openDs(openType) primary key id;
+create dataset closedDs(closedType) primary key id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.002.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.002.update.sqlpp
new file mode 100644
index 0000000..1ba7ad6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.002.update.sqlpp
@@ -0,0 +1,54 @@
+/*
+ * 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.
+ */
+
+use test;
+
+insert into closedDs([
+{"id":1, "subRec": {"name": "john", "age": 28, "colors": ["green", "black", "orange"]} },
+{"id":2, "subRec": {"name": "david", "age": 100, "colors": ["white", "blue"]} },
+{"id":3, "subRec": {"name": "jones", "age": 105, "colors": ["purple", "blue"]} },
+{"id":4, "subRec": null},
+{"id":5, "subRec": {"name": "mat", "age": 10, "colors": ["yellow", "blue"]} },
+{"id":6, "subRec": {"name": "jones", "age": 45, "colors": ["purple", "blue"]} },
+{"id":7, "subRec": {"name": "jones", "age": 105, "colors": ["purple", "blue"]} },
+{"id":8, "subRec": null},
+{"id":9, "subRec": {"name": "mat", "age": 10, "colors": ["blue", "yellow"]} }
+]);
+
+insert into openDs([
+{"id":1, "subRec": {"name": "john", "age": 28, "colors": ["green", "black", "orange"]} },
+{"id":2, "subRec": {"name": "david", "age": 100, "colors": ["white", "blue"]} },
+{"id":3, "subRec": {"name": "jones", "age": 105, "colors": ["purple", "blue"]} },
+{"id":4, "subRec": null},
+{"id":5, "subRec": {"name": "mat", "age": 10, "colors": ["yellow", "blue"]} },
+{"id":6, "subRec": {"name": "jones", "age": 45, "colors": ["purple", "blue"]} },
+{"id":7, "subRec": {"name": "jones", "age": 105, "colors": ["purple", "blue"]} },
+{"id":8},
+{"id":9, "subRec": {"name": "mat", "age": 10, "colors": ["blue", "yellow"]} },
+{"id":10},
+{"id":11, "subRec": {"name": null, "age": 28, "colors": ["green", "black", "orange"]} },
+{"id":12, "subRec": {"name": "david", "age": "100", "colors": ["white", "blue"]} },
+{"id":13, "subRec": {"name": "jones", "age": 105, "colors": ["purple", 3, "green"]} },
+{"id":14, "subRec": null},
+{"id":15, "subRec": {"age": 28, "colors": ["green", "black", "orange"]} },
+{"id":16, "subRec": {"name": "john", "age": 28, "colors": [missing, "black", "orange"]} },
+{"id":17, "subRec": {"name": "jones", "age": 45, "colors": ["purple", "blue"], "nested": {"x": 2, "y": "str"}} },
+{"id":18, "subRec": {"name": "john", "age": 28, "colors": ["green", null, "orange"]} },
+{"id":19, "subRec": {"name": "mat", "age": 10, "colors": ["yellow", "blue"], "extraF": 33} }
+]);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.003.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.003.query.sqlpp
new file mode 100644
index 0000000..49cb459
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.003.query.sqlpp
@@ -0,0 +1,48 @@
+/*
+ * 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.
+ */
+
+// basic =,!= comparisons
+
+use test;
+
+{
+"t1": {"c": "{'name': 'john', 'id': 231} = {'name': 'john', 'id': 231}", "r": {'name': 'john', 'id': 231} = {'name': 'john', 'id': 231}},
+"t2": {"c": "{'name': 'john', 'id': 231} != {'name': 'john', 'id': 231}", "r": {'name': 'john', 'id': 231} != {'name': 'john', 'id': 231}},
+"t3": {"c": "{'name': 'david', 'id': 34.2} = {'id': 34.2, 'name': 'david'}", "r": {'name': 'david', 'id': 34.2} = {'id': 34.2, 'name': 'david'}},
+"t4": {"c": "{'name': 'david', 'id': 34.2} != {'id': 34.2, 'name': 'david'}", "r": {'name': 'david', 'id': 34.2} != {'id': 34.2, 'name': 'david'}},
+"t5": {"c": "{'name': 'henry', 'id': 111} = {'name': 'henry'}", "r": {'name': 'henry', 'id': 111} = {'name': 'henry'}},
+"t6": {"c": "{'a': 1, 'b': 2} = {'c': 3, 'd': 4}", "r": {'a': 1, 'b': 2} = {'c': 3, 'd': 4}},
+"t7": {"c": "{'aa': 11, 'bb': 22} = {'bb': 22, 'cc': 33}", "r": {'aa': 11, 'bb': 22} = {'bb': 22, 'cc': 33}},
+"t8": {"c": "{'aa': 33, 'bb': missing} != {'aa': 33}", "r": {'aa': 33, 'bb': missing} != {'aa': 33}},
+"t9": {"c": "{'bb': missing, 'a_a': 9} = {'a_a': 9}", "r": {'bb': missing, 'a_a': 9} = {'a_a': 9}},
+"t10": {"c": "{'kk': missing, 'aa': 22, 'jj': 'foo'} = {'jj': 'foo', 'dd': missing, 'aa': 22}", "r": {'kk': missing, 'aa': 22, 'jj': 'foo'} = {'jj': 'foo', 'dd': missing, 'aa': 22}},
+"t11": {
+ "c": "{'dept_ids': [3,1,5], 'manager': {'name': 'mike', 'id': 987}, 'salary': 32.2, 'employees': [{'name': 'seth', 'id': 22}, {'name': 'dave'}]} = {'salary': 32.2, 'dept_ids': [3,1,5], 'employees': [{'name': 'seth', 'id': 22}, {'name': 'dave'}], 'manager': {'name': 'mike', 'id': 987}}",
+ "r": {'dept_ids': [3,1,5], 'manager': {'name': 'mike', 'id': 987}, 'salary': 32.2, 'employees': [{'name': 'seth', 'id': 22}, {'name': 'dave'}]} = {'salary': 32.2, 'dept_ids': [3,1,5], 'employees': [{'name': 'seth', 'id': 22}, {'name': 'dave'}], 'manager': {'name': 'mike', 'id': 987}}
+ },
+"t12": {"c": "{'f1': [5,6,1], 'f2': [9,2,8]} != {'f1': [5,6,1], 'f2': [8,9,2]}", "r": {'f1': [5,6,1], 'f2': [9,2,8]} != {'f1': [5,6,1], 'f2': [8,9,2]}},
+"t13": {"c": "{'f1': 44, 'f2': 99} = {'f2': 44, 'f1': 99}", "r": {'f1': 44, 'f2': 99} = {'f2': 44, 'f1': 99}},
+"t14": {"c": "{'f1': 33, 'F2': 77} = {'f1': 33, 'f2': 77}", "r": {'f1': 33, 'F2': 77} = {'f1': 33, 'f2': 77}},
+"t15": {"c": "{'f1': 12, 'f2': 34, 'F2': 56} = {'f1': 12, 'F2': 56, 'f2': 34}", "r": {'f1': 12, 'f2': 34, 'F2': 56} = {'f1': 12, 'F2': 56, 'f2': 34}},
+"t16": {"c": "{} = {}", "r": {} = {}},
+"t17": {"c": "{'a': missing, 'c': missing} = {'b': missing}", "r": {'a': missing, 'c': missing} = {'b': missing}},
+"t18": {"c": "{'a': 22, 'b': 'john'} != {}", "r": {'a': 22, 'b': 'john'} != {}},
+"t19": {"c": "{} != {'a': 22, 'b': 'john'}", "r": {} != {'a': 22, 'b': 'john'}},
+"t20": {"c": "{'yy': float('5'), 'zz': tinyint('8')} = {'yy': 5, 'zz': double('8')}", "r": {'yy': float('5'), 'zz': tinyint('8')} = {'yy': 5, 'zz': double('8')}}
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.004.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.004.query.sqlpp
new file mode 100644
index 0000000..dad85ee
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.004.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * 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.
+ */
+
+// nesting, undefined and incompatible
+
+use test;
+
+{
+"t1":
+{
+"c": "{'f1': [4, [5.4, {'id': 33, 'dept': 11}, {'label': 'foo', 'a': 3}], {'a1': 7, 'z1': 2}, 'str'], 'f2': 3, 'f3': {'n1': {'nn1': {'a': 9, 'b': 10}, 'nn2': {'a': 99, 'x': 14}}, 'n2': {'a': 3, 'b': 5}} } = {'f1': [4, [5.4, {'id': 33, 'dept': 11}, {'a': 3, 'label': 'foo'}], {'a1': 7, 'z1': 2}, 'str'], 'f3': {'n1': {'nn1': {'a': 9, 'b': 10}, 'nn2': {'a': 99, 'x': 14}}, 'n2': {'a': 3, 'b': 5}},'f2': 3 }",
+"r": {'f1': [4, [5.4, {'id': 33, 'dept': 11}, {'label': 'foo', 'a': 3}], {'a1': 7, 'z1': 2}, 'str'], 'f2': 3, 'f3': {'n1': {'nn1': {'a': 9, 'b': 10}, 'nn2': {'a': 99, 'x': 14}}, 'n2': {'a': 3, 'b': 5}} } = {'f1': [4, [5.4, {'id': 33, 'dept': 11}, {'a': 3, 'label': 'foo'}], {'a1': 7, 'z1': 2}, 'str'], 'f3': {'n1': {'nn1': {'a': 9, 'b': 10}, 'nn2': {'a': 99, 'x': 14}}, 'n2': {'a': 3, 'b': 5}},'f2': 3 }
+},
+"t2": { "c": "{'a': 2, 'b': 4} < {'a': 88, 'b': 99}", "r":{'a': 2, 'b': 4} < {'a': 88, 'b': 99} },
+"t3": { "c": "[99, {'id': 33, 'a': 'z'}] < [1, {'id': 44, 'a': 'x'}]", "r": [99, {'id': 33, 'a': 'z'}] < [1, {'id': 44, 'a': 'x'}] },
+"t4": { "c": "{'a': 3, 'j': 6} = {'m': 2, 'a': 'str'}", "r": {'a': 3, 'j': 6} = {'m': 2, 'a': 'str'} },
+"t5": { "c": "{'list': [1,2,4], 'f': 4} != {'f': 3, 'list': [1,'str']}", "r": {'list': [1,2,4], 'f': 4} != {'f': 3, 'list': [1,'str']} }
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.005.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.005.query.sqlpp
new file mode 100644
index 0000000..5d489fd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.005.query.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * 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.
+ */
+
+// nulls, missings
+
+use test;
+{
+"t1": { "c": "{'a': 2, 'b': null} = {'a': 2, 'b': 3}", "r": {'a': 2, 'b': null} = {'a': 2, 'b': 3} },
+"t2": { "c": "{'a': 2, 'b': missing} = {'a': 2, 'b': 3}", "r": {'a': 2, 'b': missing} = {'a': 2, 'b': 3} },
+"t3": { "c": "{'list': [1, null], 'f': 3} = {'f': 3, 'list': [1, 2]}", "r": {'list': [1, null], 'f': 3} = {'f': 3, 'list': [1, 2]}},
+"t4": { "c": "{'list': [1, missing], 'f': 3} = {'f': 3, 'list': [1, 2]}", "r": {'list': [1, missing], 'f': 3} = {'f': 3, 'list': [1, 2]}},
+"t5": { "c": "{'a': 4, 'b': null} = {'a': 2, 'b': 3}", "r": {'a': 4, 'b': null} = {'a': 2, 'b': 3} }
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.006.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.006.query.sqlpp
new file mode 100644
index 0000000..503f956
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.006.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * 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.
+ */
+
+use test;
+
+from closedDs t
+where t.subRec = {"name": "jones", "age": 105, "colors": ["purple", "blue"]} OR
+is_null(t.subRec = {"name": "jones", "age": 105, "colors": ["purple", "blue"]})
+select value t
+order by t.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.007.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.007.query.sqlpp
new file mode 100644
index 0000000..8357352
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.007.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * 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.
+ */
+
+use test;
+
+from closedDs t
+where t.subRec != {"name": "david", "age": 100, "colors": ["white", "blue"]}
+select value t
+order by t.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.008.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.008.query.sqlpp
new file mode 100644
index 0000000..a6f6160
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.008.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * 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.
+ */
+
+use test;
+
+from openDs t
+where is_missing(t.SUB_REC = {"name": "david", "age": 100, "colors": ["white", "blue"]})
+select value t
+order by t.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.009.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.009.query.sqlpp
new file mode 100644
index 0000000..45c261b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.009.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * 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.
+ */
+
+use test;
+
+from openDs t
+where t.subRec = {"name": "john", "age": 28, "colors": ["green", "black", "orange"]} OR
+is_null(t.subRec = {"name": "john", "age": 28, "colors": ["green", "black", "orange"]}) OR
+is_missing(t.subRec = {"name": "john", "age": 28, "colors": ["green", "black", "orange"]})
+select value t
+order by t.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.010.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.010.query.sqlpp
new file mode 100644
index 0000000..706d157
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.010.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * 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.
+ */
+
+use test;
+
+from openDs t
+where t.subRec = {"name": "jones", "age": 45, "colors": ["purple", "blue"], "nested": {"x": 2, "y": "str"}}
+select value t
+order by t.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.011.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.011.query.sqlpp
new file mode 100644
index 0000000..c50a262
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.011.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * 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.
+ */
+
+use test;
+
+from openDs t
+where t.subRec = {"age": 28, "colors": ["green", "black", "orange"]}
+select value t
+order by t.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.012.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.012.query.sqlpp
new file mode 100644
index 0000000..fa2cb10
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.012.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * 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.
+ */
+
+use test;
+
+from openDs t
+where is_null(t.subRec = {"age": 28, "colors": "lime"})
+select value t
+order by t.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.013.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.013.ddl.sqlpp
new file mode 100644
index 0000000..ff41019
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.013.ddl.sqlpp
@@ -0,0 +1,20 @@
+/*
+ * 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 test if exists;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.004.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.004.adm
new file mode 100644
index 0000000..0af3a80
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.004.adm
@@ -0,0 +1 @@
+{ "t1": { "c": "[tinyint('1'),tinyint('2')] = [tinyint('1'),tinyint('2')]", "r": true }, "t2": { "c": "['a','b','c'] = ['a','b','c']", "r": true }, "t3": { "c": "['A','b','c'] = ['a','b','c']", "r": false }, "t4": { "c": "['a','b','c'] < ['a','b','d']", "r": true }, "t5": { "c": "['blue', 'black', 'orange'] < ['purple', 'green']", "r": true }, "t6": { "c": "['blue', 'black', 'orange'] > ['purple', 'green']", "r": false }, "t7": { "c": "['blue', 'black', 'orange'] >= ['blue', 'black', 'orange']", "r": true }, "t8": { "c": "[true] > [false]", "r": true }, "t9": { "c": "[true, false, true] = [true, false, true]", "r": true }, "t10": { "c": "[true, false, false] >= [true, true]", "r": false }, "t11": { "c": "[point('23.22,30.50'), point('-13.22,30.50')] = [point('23.22,30.50'), point('-13.22,30.50')]", "r": true }, "t12": { "c": "[point('23.22,30.50'), point('-13.22,30.50')] <= [point('23.22,30.50'), point('-13.22,30.50')]", "r": null }, "t13": { "c": "[line('10.1234,11.1e-1 +10.2E-2,-1
1.22'), line('0.1234,-1.00e-10 +10.5E-2,-01.02')] != [line('10.1234,11.1e-1 +10.2E-2,-11.22'), line('0.1234,-1.00e-10 +10.5E-2,-01.02')]", "r": false }, "t14": { "c": "[line('10.1234,11.1e-1 +10.2E-2,-11.22'), line('0.1234,-1.00e-10 +10.5E-2,-01.02')] > [line('10.1234,11.1e-1 +10.2E-2,-11.22'), line('0.1234,-1.00e-10 +10.5E-2,-01.02')]", "r": null }, "t15": { "c": "[rectangle('5.1,11.8 87.6,15.6548'), rectangle('0.1234,-1.00e-10 5.5487,0.48765')] = [rectangle('5.1,11.8 87.6,15.6548'), rectangle('0.1234,-1.00e-10 5.5487,0.48765')]", "r": true }, "t16": { "c": "[rectangle('5.1,11.8 87.6,15.6548'), rectangle('0.1234,-1.00e-10 5.5487,0.48765')] < [rectangle('5.1,11.8 87.6,15.6548'), rectangle('0.1234,-1.00e-10 5.5487,0.48765')]", "r": null }, "t17": { "c": "[circle('10.1234,11.1e-1 +10.2E-2'), circle('0.1234,-1.00e-10 +10.5E-2')] = [circle('10.1234,11.1e-1 +10.2E-2'), circle('0.1234,-1.00e-10 +10.5E-2')]", "r": true }, "t18": { "c": "[circle('10.1234,11.1e-1 +10.2E-2'), circle('0.1234,-
1.00e-10 +10.5E-2')] <= [circle('10.1234,11.1e-1 +10.2E-2'), circle('0.1234,-1.00e-10 +10.5E-2')]", "r": null }, "t19": { "c": "[polygon('-1.2,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81'), polygon('9.9,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81')] != [polygon('-1.2,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81'), polygon('9.9,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81')]", "r": false }, "t20": { "c": "[polygon('-1.2,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81'), polygon('9.9,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81')] >= [polygon('-1.2,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81'), polygon('9.9,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81')]", "r": null } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.004.regexjson b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.004.regexjson
deleted file mode 100644
index 801b66a..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.004.regexjson
+++ /dev/null
@@ -1,22 +0,0 @@
-{
-"t1": { "c": "[tinyint('1'),tinyint('2')] = [tinyint('1'),tinyint('2')]", "r": true },
-"t2": { "c": "['a','b','c'] = ['a','b','c']", "r": true },
-"t3": { "c": "['A','b','c'] = ['a','b','c']", "r": false },
-"t4": { "c": "['a','b','c'] < ['a','b','d']", "r": true },
-"t5": { "c": "['blue', 'black', 'orange'] < ['purple', 'green']", "r": true },
-"t6": { "c": "['blue', 'black', 'orange'] > ['purple', 'green']", "r": false },
-"t7": { "c": "['blue', 'black', 'orange'] >= ['blue', 'black', 'orange']", "r": true },
-"t8": { "c": "[true] > [false]", "r": true },
-"t9": { "c": "[true, false, true] = [true, false, true]", "r": true },
-"t10": { "c": "[true, false, false] >= [true, true]", "r": false },
-"t11": { "c": "[point('23.22,30.50'), point('-13.22,30.50')] = [point('23.22,30.50'), point('-13.22,30.50')]", "r": true },
-"t12": { "c": "[point('23.22,30.50'), point('-13.22,30.50')] <= [point('23.22,30.50'), point('-13.22,30.50')]", "r": null },
-"t13": { "c": "[line('10.1234,11.1e-1 +10.2E-2,-11.22'), line('0.1234,-1.00e-10 +10.5E-2,-01.02')] != [line('10.1234,11.1e-1 +10.2E-2,-11.22'), line('0.1234,-1.00e-10 +10.5E-2,-01.02')]", "r": false },
-"t14": { "c": "[line('10.1234,11.1e-1 +10.2E-2,-11.22'), line('0.1234,-1.00e-10 +10.5E-2,-01.02')] > [line('10.1234,11.1e-1 +10.2E-2,-11.22'), line('0.1234,-1.00e-10 +10.5E-2,-01.02')]", "r": null },
-"t15": { "c": "[rectangle('5.1,11.8 87.6,15.6548'), rectangle('0.1234,-1.00e-10 5.5487,0.48765')] = [rectangle('5.1,11.8 87.6,15.6548'), rectangle('0.1234,-1.00e-10 5.5487,0.48765')]", "r": true },
-"t16": { "c": "[rectangle('5.1,11.8 87.6,15.6548'), rectangle('0.1234,-1.00e-10 5.5487,0.48765')] < [rectangle('5.1,11.8 87.6,15.6548'), rectangle('0.1234,-1.00e-10 5.5487,0.48765')]", "r": null },
-"t17": { "c": "[circle('10.1234,11.1e-1 +10.2E-2'), circle('0.1234,-1.00e-10 +10.5E-2')] = [circle('10.1234,11.1e-1 +10.2E-2'), circle('0.1234,-1.00e-10 +10.5E-2')]", "r": true },
-"t18": { "c": "[circle('10.1234,11.1e-1 +10.2E-2'), circle('0.1234,-1.00e-10 +10.5E-2')] <= [circle('10.1234,11.1e-1 +10.2E-2'), circle('0.1234,-1.00e-10 +10.5E-2')]", "r": null },
-"t19": { "c": "[polygon('-1.2,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81'), polygon('9.9,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81')] != [polygon('-1.2,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81'), polygon('9.9,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81')]", "r": false },
-"t20": { "c": "[polygon('-1.2,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81'), polygon('9.9,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81')] >= [polygon('-1.2,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81'), polygon('9.9,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81')]", "r": null }
-}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.005.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.005.adm
new file mode 100644
index 0000000..808c41e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.005.adm
@@ -0,0 +1 @@
+{ "t1": { "c": "[point3d('44.0,13.0,41.0'), point3d('11.0,22.55,77.98')] = [point3d('44.0,13.0,41.0'), point3d('11.0,22.55,77.98')]", "r": true }, "t2": { "c": "[point3d('44.0,13.0,41.0'), point3d('11.0,22.55,77.98')] > [point3d('44.0,13.0,41.0'), point3d('11.0,22.55,77.98')]", "r": null }, "t3": { "c": "[duration('P100Y12MT12M'), duration('-PT20.943S')] = [duration('P100Y12MT12M'), duration('-PT20.943S')]", "r": true }, "t4": { "c": "[duration('P100Y12MT12M'), duration('-PT20.943S')] <= [duration('P100Y12MT12M'), duration('-PT20.943S')]", "r": null }, "t5": { "c": "[year_month_duration('P100Y'), year_month_duration('P200Y')] = [year_month_duration('P100Y'), year_month_duration('P200Y')]", "r": true }, "t6": { "c": "[year_month_duration('P100Y'), year_month_duration('P200Y')] < [year_month_duration('P150Y'), year_month_duration('P200Y')]", "r": true }, "t7": { "c": "[day_time_duration('PT30M'), day_time_duration('PT10M')] = [day_time_duration('PT30M'), day_time_duration('PT10M')]",
"r": true }, "t8": { "c": "[day_time_duration('PT40M'), day_time_duration('PT10M')] > [day_time_duration('PT30M'), day_time_duration('PT10M')]", "r": true }, "t9": { "c": "[interval(date('2013-01-01'), date('20130505')), interval(date('2012-01-01'), date('20130505'))] = [interval(date('2013-01-01'), date('20130505')), interval(date('2012-01-01'), date('20130505'))]", "r": true }, "t10": { "c": "[interval(date('2013-01-01'), date('20130505')), interval(date('2012-01-01'), date('20130505'))] < [interval(date('2013-01-01'), date('20130505')), interval(date('2012-01-01'), date('20130505'))]", "r": null }, "t11": { "c": "[date('2013-01-01'), date('2014-01-01')] < [date('2016-01-01'), date('2014-01-01')]", "r": true }, "t12": { "c": "[time('12:12:12.039Z'), time('10:12:12.039Z')] > [time('11:12:12.039Z'), time('10:12:12.039Z')]", "r": true }, "t13": { "c": "[datetime('2013-01-01T12:12:12.039Z'), datetime('-19700101T000000000-0800')] = [datetime('2013-01-01T12:12:12.039Z'), datetime('-1970
0101T000000000-0800')]", "r": true } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.005.regexjson b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.005.regexjson
deleted file mode 100644
index d0b75ac..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.005.regexjson
+++ /dev/null
@@ -1,15 +0,0 @@
-{
-"t1": { "c": "[point3d('44.0,13.0,41.0'), point3d('11.0,22.55,77.98')] = [point3d('44.0,13.0,41.0'), point3d('11.0,22.55,77.98')]", "r": true },
-"t2": { "c": "[point3d('44.0,13.0,41.0'), point3d('11.0,22.55,77.98')] > [point3d('44.0,13.0,41.0'), point3d('11.0,22.55,77.98')]", "r": null },
-"t3": { "c": "[duration('P100Y12MT12M'), duration('-PT20.943S')] = [duration('P100Y12MT12M'), duration('-PT20.943S')]", "r": true },
-"t4": { "c": "[duration('P100Y12MT12M'), duration('-PT20.943S')] <= [duration('P100Y12MT12M'), duration('-PT20.943S')]", "r": null },
-"t5": { "c": "[year_month_duration('P100Y'), year_month_duration('P200Y')] = [year_month_duration('P100Y'), year_month_duration('P200Y')]", "r": true },
-"t6": { "c": "[year_month_duration('P100Y'), year_month_duration('P200Y')] < [year_month_duration('P150Y'), year_month_duration('P200Y')]", "r": true },
-"t7": { "c": "[day_time_duration('PT30M'), day_time_duration('PT10M')] = [day_time_duration('PT30M'), day_time_duration('PT10M')]", "r": true },
-"t8": { "c": "[day_time_duration('PT40M'), day_time_duration('PT10M')] > [day_time_duration('PT30M'), day_time_duration('PT10M')]", "r": true },
-"t9": { "c": "[interval(date('2013-01-01'), date('20130505')), interval(date('2012-01-01'), date('20130505'))] = [interval(date('2013-01-01'), date('20130505')), interval(date('2012-01-01'), date('20130505'))]", "r": true },
-"t10": { "c": "[interval(date('2013-01-01'), date('20130505')), interval(date('2012-01-01'), date('20130505'))] < [interval(date('2013-01-01'), date('20130505')), interval(date('2012-01-01'), date('20130505'))]", "r": null },
-"t11": { "c": "[date('2013-01-01'), date('2014-01-01')] < [date('2016-01-01'), date('2014-01-01')]", "r": true },
-"t12": { "c": "[time('12:12:12.039Z'), time('10:12:12.039Z')] > [time('11:12:12.039Z'), time('10:12:12.039Z')]", "r": true },
-"t13": { "c": "[datetime('2013-01-01T12:12:12.039Z'), datetime('-19700101T000000000-0800')] = [datetime('2013-01-01T12:12:12.039Z'), datetime('-19700101T000000000-0800')]", "r": true }
-}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.006.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.006.adm
new file mode 100644
index 0000000..aa0f3d5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.006.adm
@@ -0,0 +1 @@
+{ "t1": { "c": "[smallint('23'), 2] = [23, float('2')]", "r": true }, "t2": { "c": "['green', 2, date('2013-01-01'), 'blue'] = ['green', double('2'), date('2013-01-01'), 'blue']", "r": true }, "t3": { "c": "[1,point('23.22,30.50'), 3] < [1,point('23.22,30.50'),4]", "r": null }, "t4": { "c": "['black', int('4'), float('3.3')] > ['black', bigint('4')]", "r": true }, "t5": { "c": "['joe',3] > [7,'james']", "r": null }, "t6": { "c": "[] = []", "r": true }, "t7": { "c": "[] != []", "r": false }, "t8": { "c": "[] > []", "r": false }, "t9": { "c": "[] < []", "r": false }, "t10": { "c": "[] < [1,3]", "r": true }, "t11": { "c": "[] > [1,3]", "r": false }, "t12": { "c": "[8] = 8", "r": null }, "t13": { "c": "[1,point('23.22,30.50'), 3] = [1,point('23.22,30.50'),3]", "r": true }, "t14": { "c": "[true, 'steve', 12.0] != [1, 'mat']", "r": null } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.006.regexjson b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.006.regexjson
deleted file mode 100644
index 670679d..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.006.regexjson
+++ /dev/null
@@ -1,16 +0,0 @@
-{
-"t1": { "c": "[smallint('23'), 2] = [23, float('2')]", "r": true },
-"t2": { "c": "['green', 2, date('2013-01-01'), 'blue'] = ['green', double('2'), date('2013-01-01'), 'blue']", "r": true },
-"t3": { "c": "[1,point('23.22,30.50'), 3] < [1,point('23.22,30.50'),4]", "r": null },
-"t4": { "c": "['black', int('4'), float('3.3')] > ['black', bigint('4')]", "r": true },
-"t5": { "c": "['joe',3] > [7,'james']", "r": null },
-"t6": { "c": "[] = []", "r": true },
-"t7": { "c": "[] != []", "r": false },
-"t8": { "c": "[] > []", "r": false },
-"t9": { "c": "[] < []", "r": false },
-"t10": { "c": "[] < [1,3]", "r": true },
-"t11": { "c": "[] > [1,3]", "r": false },
-"t12": { "c": "[8] = 8", "r": null },
-"t13": { "c": "[1,point('23.22,30.50'), 3] = [1,point('23.22,30.50'),3]", "r": true },
-"t14": { "c": "[true, 'steve', 12.0] != [1, 'mat']", "r": null }
-}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.007.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.007.adm
new file mode 100644
index 0000000..d386253
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.007.adm
@@ -0,0 +1 @@
+{ "t1": { "c": "[[1.0,4], [5,9,11,14]] = [[1.0,4], [5,9,11,14]]", "r": true }, "t2": { "c": "[[5,2,7], ['green','black'], [date('2013-01-01')]] = [[5,2,7], ['green','black'], [date('2013-01-01')]]", "r": true }, "t3": { "c": "[['white','yellow','brown'], 6] != [['white','yellow','brown'], double('6')]", "r": false }, "t4": { "c": "[['white','yellow','brown'], 6] != [double('6'), ['white','yellow','brown']]", "r": null }, "t5": { "c": "[ [[1,2,3], 'gold', ['sql++', 5]], [tinyint('4'), tinyint('5')], smallint('2')] > [ [[1,2,3], 'gold', ['sql++', 5]], [bigint('4'), int('5')], double('0.2')]", "r": true }, "t6": { "c": "[[[1,2], 99], 77] <= [[['flute',2], 99], 77]", "r": null }, "t7": { "c": "[[[1,2], 99], 77] <= [[[missing,2], 99], 77]" }, "t8": { "c": "[5, [8,1], [[0, 4], 'b']] > [5, [8,1], [[0, 4], 'a', 'c']]", "r": true }, "t9": { "c": "[[1, null], 9] = [[1, 2], 9]", "r": null }, "t10": { "c": "[[1, null], 9] = [[1, 2], 99]", "r": false }, "t11": { "c": "[[1, null], 9] < [[1, 2], 9
]", "r": null }, "t12": { "c": "[[1, null], 9] < [[1, 2], 99]", "r": null }, "t13": { "c": "[[1, null], 9] > [[1, 2], 9]", "r": null }, "t14": { "c": "[[1, null], 9] > [[1, 2], 99]", "r": null }, "t15": { "c": "[1,2] = {{1,2}}", "r": null }, "t16": { "c": "{'id':99, 'name':'sam'} != [99, 'sam']", "r": null }, "t17": { "c": "[[1, 'string'], 9] = [[1, 2], 9]", "r": null }, "t18": { "c": "[[1, 'string'], 9] = [[1, 2], 99]", "r": null }, "t19": { "c": "[[1, 'string'], 9] < [[1, 2], 9]", "r": null }, "t20": { "c": "[[1, 'string'], 9] < [[1, 2], 99]", "r": null }, "t21": { "c": "[[1, 'string'], 9] > [[1, 2], 9]", "r": null }, "t22": { "c": "[[1, 'string'], 9] > [[1, 2], 99]", "r": null } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.007.regexjson b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.007.regexjson
deleted file mode 100644
index 07a679b..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.007.regexjson
+++ /dev/null
@@ -1,24 +0,0 @@
-{
-"t1": { "c": "[[1.0,4], [5,9,11,14]] = [[1.0,4], [5,9,11,14]]", "r": true },
-"t2": { "c": "[[5,2,7], ['green','black'], [date('2013-01-01')]] = [[5,2,7], ['green','black'], [date('2013-01-01')]]", "r": true },
-"t3": { "c": "[['white','yellow','brown'], 6] != [['white','yellow','brown'], double('6')]", "r": false },
-"t4": { "c": "[['white','yellow','brown'], 6] != [double('6'), ['white','yellow','brown']]", "r": null },
-"t5": { "c": "[ [[1,2,3], 'gold', ['sql++', 5]], [tinyint('4'), tinyint('5')], smallint('2')] > [ [[1,2,3], 'gold', ['sql++', 5]], [bigint('4'), int('5')], double('0.2')]", "r": true },
-"t6": { "c": "[[[1,2], 99], 77] <= [[['flute',2], 99], 77]", "r": null },
-"t7": { "c": "[[[1,2], 99], 77] <= [[[missing,2], 99], 77]" },
-"t8": { "c": "[5, [8,1], [[0, 4], 'b']] > [5, [8,1], [[0, 4], 'a', 'c']]", "r": true },
-"t9": { "c": "[[1, null], 9] = [[1, 2], 9]", "r": null },
-"t10": { "c": "[[1, null], 9] = [[1, 2], 99]", "r": false },
-"t11": { "c": "[[1, null], 9] < [[1, 2], 9]", "r": null },
-"t12": { "c": "[[1, null], 9] < [[1, 2], 99]", "r": null },
-"t13": { "c": "[[1, null], 9] > [[1, 2], 9]", "r": null },
-"t14": { "c": "[[1, null], 9] > [[1, 2], 99]", "r": null },
-"t15": { "c": "[1,2] = {{1,2}}", "r": null },
-"t16": { "c": "{'id':99, 'name':'sam'} != [99, 'sam']", "r": null },
-"t17": { "c": "[[1, 'string'], 9] = [[1, 2], 9]", "r": null },
-"t18": { "c": "[[1, 'string'], 9] = [[1, 2], 99]", "r": null },
-"t19": { "c": "[[1, 'string'], 9] < [[1, 2], 9]", "r": null },
-"t20": { "c": "[[1, 'string'], 9] < [[1, 2], 99]", "r": null },
-"t21": { "c": "[[1, 'string'], 9] > [[1, 2], 9]", "r": null },
-"t22": { "c": "[[1, 'string'], 9] > [[1, 2], 99]", "r": null }
-}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.020.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.020.adm
new file mode 100644
index 0000000..7b82038
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.020.adm
@@ -0,0 +1 @@
+{ "t1": { "c": "[0,1] = [double('0'), float('1')]", "r": true }, "t2": { "c": "[-0, -1] = [float('-0'), -1]", "r": false }, "t3": { "c": "[double('INF')] > [0]", "r": true }, "t4": { "c": "[double('-INF')] < [0]", "r": true }, "t5": { "c": "[double('INF')] > [-0]", "r": true }, "t6": { "c": "[double('-INF')] < [-0]", "r": true }, "t7": { "c": "[double('INF')] > [double('-0')]", "r": true }, "t8": { "c": "[double('-INF')] < [double('-0')]", "r": true }, "t9": { "c": "[double('NaN')] > [0]", "r": true }, "t10": { "c": "[double('NaN')] < [0]", "r": false }, "t11": { "c": "[double('NaN')] > [-0]", "r": true }, "t12": { "c": "[double('NaN')] < [-0]", "r": false }, "t13": { "c": "[double('NaN')] > [double('-0')]", "r": true }, "t14": { "c": "[double('NaN')] < [double('-0')]", "r": false }, "t15": { "c": "[double('-INF')] < [double('INF')]", "r": true }, "t16": { "c": "[double('INF')] > [double('NaN')]", "r": false }, "t17": { "c": "[double('-INF')] < [double('NaN')]", "r": true } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.020.regexjson b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.020.regexjson
deleted file mode 100644
index 5de56c3..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.020.regexjson
+++ /dev/null
@@ -1,19 +0,0 @@
-{
-"t1": { "c": "[0,1] = [double('0'), float('1')]", "r": true },
-"t2": { "c": "[-0, -1] = [float('-0'), -1]", "r": false },
-"t3": { "c": "[double('INF')] > [0]", "r": true },
-"t4": { "c": "[double('-INF')] < [0]", "r": true },
-"t5": { "c": "[double('INF')] > [-0]", "r": true },
-"t6": { "c": "[double('-INF')] < [-0]", "r": true },
-"t7": { "c": "[double('INF')] > [double('-0')]", "r": true },
-"t8": { "c": "[double('-INF')] < [double('-0')]", "r": true },
-"t9": { "c": "[double('NaN')] > [0]", "r": true },
-"t10": { "c": "[double('NaN')] < [0]", "r": false },
-"t11": { "c": "[double('NaN')] > [-0]", "r": true },
-"t12": { "c": "[double('NaN')] < [-0]", "r": false },
-"t13": { "c": "[double('NaN')] > [double('-0')]", "r": true },
-"t14": { "c": "[double('NaN')] < [double('-0')]", "r": false },
-"t15": { "c": "[double('-INF')] < [double('INF')]", "r": true },
-"t16": { "c": "[double('INF')] > [double('NaN')]", "r": false },
-"t17": { "c": "[double('-INF')] < [double('NaN')]", "r": true }
-}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.021.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.021.adm
new file mode 100644
index 0000000..55b9648
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.021.adm
@@ -0,0 +1 @@
+{ "t1": { "c": "[9,2] = null", "r": null }, "t2": { "c": "[9,2] = missing" }, "t3": { "c": "[9,2] > null", "r": null }, "t4": { "c": "[9,2] > missing" }, "t5": { "c": "['red', null] < ['red', null]", "r": null }, "t6": { "c": "[missing,2] < [null,3]" }, "t7": { "c": "[1,2] < [1,2,missing]", "r": true }, "t8": { "c": "[1,2] < [1,2,null]", "r": true }, "t9": { "c": "[null,5] >= [null,5]", "r": null }, "t10": { "c": "[null,8] < [4, 9]", "r": null }, "t11": { "c": "[1,2,missing] != [1,2,missing]" }, "t12": { "c": "[null,1] = [1,1,3]", "r": false }, "t13": { "c": "[null,1] != [1,1,3]", "r": true }, "t14": { "c": "[null,1] > [1,1,3]", "r": null }, "t15": { "c": "[null, null, null] = [null, null, null]", "r": null }, "t16": { "c": "[missing, missing] = [missing, missing]" }, "t17": { "c": "[99, null, 3] = [1, 2, 3]", "r": false }, "t18": { "c": "[1, null, 3] = [1, 2, 3]", "r": null }, "t19": { "c": "[1, missing, 3] = [1, 2, 3]" }, "t20": { "c": "[1, null, missing, 4] = [1, 2, 3, 4]" }, "t2
1": { "c": "[1, null, missing, null, 5] = [1, 2, 3, 4, 5]" }, "t22": { "c": "[1, missing, null, missing, 5] = [1, 2, 3, 4, 5]" }, "t23": { "c": "[1, null, 3] = [1, 2, 99]", "r": false }, "t24": { "c": "[1, missing, 3] = [1, 2, 99]", "r": false }, "t25": { "c": "[1, null, missing, 4] = [1, 2, 3, 99]", "r": false }, "t26": { "c": "[1, null, missing, null, 5] = [1, 2, 3, 4, 99]", "r": false }, "t27": { "c": "[1, missing, null, missing, 5] = [1, 2, 3, 4, 99]", "r": false }, "t28": { "c": "[1, null, 3] != [1, 2, 3]", "r": null }, "t29": { "c": "[1, missing, 3] != [1, 2, 3]" }, "t30": { "c": "[1, null, missing, 4] != [1, 2, 3, 4]" }, "t31": { "c": "[1, null, 3] != [1, 2, 99]", "r": true }, "t32": { "c": "[1, missing, 3] != [1, 2, 99]", "r": true }, "t33": { "c": "[1, null, missing, 4] != [1, 2, 3, 99]", "r": true }, "t34": { "c": "[1, null, 3] < [1, 2, 3]", "r": null }, "t35": { "c": "[1, missing, 3] < [1, 2, 3]" }, "t36": { "c": "[1, null, missing, 4] < [1, 2, 3, 4]" }, "t37": { "c": "[1
, missing, null, 4] < [1, 2, 3, 4]" }, "t38": { "c": "[1, null, 3] < [1, 2, 99]", "r": null }, "t39": { "c": "[1, missing, 3] < [1, 2, 99]" }, "t40": { "c": "[1, null, 99] < [1, 2, 3]", "r": null }, "t41": { "c": "[1, missing, 99] < [1, 2, 3]" }, "t42": { "c": "[99, null, 3] < [1, 2, 3]", "r": false }, "t43": { "c": "[-99, null, 3] < [1, 2, 3]", "r": true }, "t44": { "c": "[99, null, 3] >= [1, 2, 3]", "r": true }, "t45": { "c": "[-99, null, 3] >= [1, 2, 3]", "r": false } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.021.regexjson b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.021.regexjson
deleted file mode 100644
index 98ff30e..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.021.regexjson
+++ /dev/null
@@ -1,47 +0,0 @@
-{
-"t1": { "c": "[9,2] = null", "r": null },
-"t2": { "c": "[9,2] = missing" },
-"t3": { "c": "[9,2] > null", "r": null },
-"t4": { "c": "[9,2] > missing" },
-"t5": { "c": "['red', null] < ['red', null]", "r": null },
-"t6": { "c": "[missing,2] < [null,3]" },
-"t7": { "c": "[1,2] < [1,2,missing]", "r": true },
-"t8": { "c": "[1,2] < [1,2,null]", "r": true },
-"t9": { "c": "[null,5] >= [null,5]", "r": null },
-"t10": { "c": "[null,8] < [4, 9]", "r": null },
-"t11": { "c": "[1,2,missing] != [1,2,missing]" },
-"t12": { "c": "[null,1] = [1,1,3]", "r": false },
-"t13": { "c": "[null,1] != [1,1,3]", "r": true },
-"t14": { "c": "[null,1] > [1,1,3]", "r": null },
-"t15": { "c": "[null, null, null] = [null, null, null]", "r": null },
-"t16": { "c": "[missing, missing] = [missing, missing]" },
-"t17": { "c": "[99, null, 3] = [1, 2, 3]", "r": false },
-"t18": { "c": "[1, null, 3] = [1, 2, 3]", "r": null },
-"t19": { "c": "[1, missing, 3] = [1, 2, 3]" },
-"t20": { "c": "[1, null, missing, 4] = [1, 2, 3, 4]" },
-"t21": { "c": "[1, null, missing, null, 5] = [1, 2, 3, 4, 5]" },
-"t22": { "c": "[1, missing, null, missing, 5] = [1, 2, 3, 4, 5]" },
-"t23": { "c": "[1, null, 3] = [1, 2, 99]", "r": false },
-"t24": { "c": "[1, missing, 3] = [1, 2, 99]", "r": false },
-"t25": { "c": "[1, null, missing, 4] = [1, 2, 3, 99]", "r": false },
-"t26": { "c": "[1, null, missing, null, 5] = [1, 2, 3, 4, 99]", "r": false },
-"t27": { "c": "[1, missing, null, missing, 5] = [1, 2, 3, 4, 99]", "r": false },
-"t28": { "c": "[1, null, 3] != [1, 2, 3]", "r": null },
-"t29": { "c": "[1, missing, 3] != [1, 2, 3]" },
-"t30": { "c": "[1, null, missing, 4] != [1, 2, 3, 4]" },
-"t31": { "c": "[1, null, 3] != [1, 2, 99]", "r": true },
-"t32": { "c": "[1, missing, 3] != [1, 2, 99]", "r": true },
-"t33": { "c": "[1, null, missing, 4] != [1, 2, 3, 99]", "r": true },
-"t34": { "c": "[1, null, 3] < [1, 2, 3]", "r": null },
-"t35": { "c": "[1, missing, 3] < [1, 2, 3]" },
-"t36": { "c": "[1, null, missing, 4] < [1, 2, 3, 4]" },
-"t37": { "c": "[1, missing, null, 4] < [1, 2, 3, 4]" },
-"t38": { "c": "[1, null, 3] < [1, 2, 99]", "r": null },
-"t39": { "c": "[1, missing, 3] < [1, 2, 99]" },
-"t40": { "c": "[1, null, 99] < [1, 2, 3]", "r": null },
-"t41": { "c": "[1, missing, 99] < [1, 2, 3]" },
-"t42": { "c": "[99, null, 3] < [1, 2, 3]", "r": false },
-"t43": { "c": "[-99, null, 3] < [1, 2, 3]", "r": true },
-"t44": { "c": "[99, null, 3] >= [1, 2, 3]", "r": true },
-"t45": { "c": "[-99, null, 3] >= [1, 2, 3]", "r": false }
-}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.022.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.022.adm
new file mode 100644
index 0000000..9fc20b1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.022.adm
@@ -0,0 +1 @@
+{ "t1": { "c": "[1, 'string'] != [2, 9]", "r": null }, "t2": { "c": "[1, 'string'] > [2, 9]", "r": null }, "t3": { "c": "[9, {'id': 2}] < [1, {'id': 3}]", "r": null }, "t4": { "c": "[1, 2] = ['string', 2, 3, 4]", "r": null }, "t5": { "c": "[null, 2, 3, 4, 5] = [1, 2]", "r": false }, "t6": { "c": "[1, null, 3] = [1, 2, 'string']", "r": null }, "t7": { "c": "[1, null] = [2, 5]", "r": false }, "t8": { "c": "[1, null, 3, 7] = [1, 2, 9, 5]", "r": false }, "t9": { "c": "[null, 'string'] < [1, 2]", "r": null }, "t10": { "c": "[missing, 'string'] < [1, 2]", "r": null }, "t12": { "c": "[null, {'id':3}] < [2, {'id': 4}]", "r": null }, "t13": { "c": "[null, {'id':3}, 8] < [2, {'id': 4}, 9]", "r": null }, "t14": { "c": "[88, [7, 1], [['string', 44]]] > [3, [-2, -3], [[5, 4]]]", "r": null }, "t15": { "c": "[88, null, [['string', 44]]] > [3, [-2, -3], [[5, 4]]]", "r": null }, "t16": { "c": "[88, missing, [['string', 44]]] > [3, [-2, -3], [[5, 4]]]", "r": null }, "t17": { "c": "[null, 88, [['strin
g', 44]]] > [3, 8, [[5, 4]]]", "r": null }, "t18": { "c": "[null, missing, 88, [['string', 44]]] > [3, 5, 8, [[5, 4]]]", "r": null }, "t19": { "c": "[88, [7, 1], [[-1, -44]]] > [3, [-2, -3], [[5, 4]]]", "r": true }, "t20": { "c": "[88, null, [[-1, -44]]] > [3, [-2, -3], [[5, 4]]]", "r": true }, "t21": { "c": "[88, missing, [[-1, -44]]] > [3, [-2, -3], [[5, 4]]]", "r": true }, "t22": { "c": "[null, 88, [[-1, -44]]] > [3, 8, [[5, 4]]]", "r": null }, "t23": { "c": "[null, missing, 88, [[-1, -44]]] > [3, 5, 8, [[5, 4]]]" }, "t24": { "c": "[missing, null, 88, [[-1, -44]]] > [3, 5, 8, [[5, 4]]]" }, "t25": { "c": "[1, null, 9, missing] < [1, 2, 3, 4]", "r": null }, "t26": { "c": "[1, null, 3, missing] < [1, 2, 3, 4]" }, "t27": { "c": "[1, null, missing, 4] < [1, 2, 3, 4]" }, "t28": { "c": "[1, null, missing, 9] < [1, 2, 3, 4]" }, "t29": { "c": "[1, null, 9, missing] = [1, 2, 3, 4]", "r": false }, "t30": { "c": "[1, null, 3, missing] = [1, 2, 3, 4]" }, "t31": { "c": "[1, null, missing, 4] =
[1, 2, 3, 4]" }, "t32": { "c": "[1, null, missing, 9] = [1, 2, 3, 4]", "r": false } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.022.regexjson b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.022.regexjson
deleted file mode 100644
index 3e158ee..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.022.regexjson
+++ /dev/null
@@ -1,33 +0,0 @@
-{
-"t1": { "c": "[1, 'string'] != [2, 9]", "r": null },
-"t2": { "c": "[1, 'string'] > [2, 9]", "r": null },
-"t3": { "c": "[9, {'id': 2}] < [1, {'id': 3}]", "r": null },
-"t4": { "c": "[1, 2] = ['string', 2, 3, 4]", "r": null },
-"t5": { "c": "[null, 2, 3, 4, 5] = [1, 2]", "r": false },
-"t6": { "c": "[1, null, 3] = [1, 2, 'string']", "r": null },
-"t7": { "c": "[1, null] = [2, 5]", "r": false },
-"t8": { "c": "[1, null, 3, 7] = [1, 2, 9, 5]", "r": false },
-"t9": { "c": "[null, 'string'] < [1, 2]", "r": null },
-"t10": { "c": "[missing, 'string'] < [1, 2]", "r": null },
-"t12": { "c": "[null, {'id':3}] < [2, {'id': 4}]", "r": null },
-"t13": { "c": "[null, {'id':3}, 8] < [2, {'id': 4}, 9]", "r": null },
-"t14": { "c": "[88, [7, 1], [['string', 44]]] > [3, [-2, -3], [[5, 4]]]", "r": null },
-"t15": { "c": "[88, null, [['string', 44]]] > [3, [-2, -3], [[5, 4]]]", "r": null },
-"t16": { "c": "[88, missing, [['string', 44]]] > [3, [-2, -3], [[5, 4]]]", "r": null },
-"t17": { "c": "[null, 88, [['string', 44]]] > [3, 8, [[5, 4]]]", "r": null },
-"t18": { "c": "[null, missing, 88, [['string', 44]]] > [3, 5, 8, [[5, 4]]]", "r": null },
-"t19": { "c": "[88, [7, 1], [[-1, -44]]] > [3, [-2, -3], [[5, 4]]]", "r": true },
-"t20": { "c": "[88, null, [[-1, -44]]] > [3, [-2, -3], [[5, 4]]]", "r": true },
-"t21": { "c": "[88, missing, [[-1, -44]]] > [3, [-2, -3], [[5, 4]]]", "r": true },
-"t22": { "c": "[null, 88, [[-1, -44]]] > [3, 8, [[5, 4]]]", "r": null },
-"t23": { "c": "[null, missing, 88, [[-1, -44]]] > [3, 5, 8, [[5, 4]]]" },
-"t24": { "c": "[missing, null, 88, [[-1, -44]]] > [3, 5, 8, [[5, 4]]]" },
-"t25": {"c": "[1, null, 9, missing] < [1, 2, 3, 4]", "r": null },
-"t26": {"c": "[1, null, 3, missing] < [1, 2, 3, 4]"},
-"t27": {"c": "[1, null, missing, 4] < [1, 2, 3, 4]"},
-"t28": {"c": "[1, null, missing, 9] < [1, 2, 3, 4]"},
-"t29": {"c": "[1, null, 9, missing] = [1, 2, 3, 4]", "r": false},
-"t30": {"c": "[1, null, 3, missing] = [1, 2, 3, 4]"},
-"t31": {"c": "[1, null, missing, 4] = [1, 2, 3, 4]"},
-"t32": {"c": "[1, null, missing, 9] = [1, 2, 3, 4]", "r": false}
-}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.003.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.003.adm
new file mode 100644
index 0000000..f09ce32
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.003.adm
@@ -0,0 +1 @@
+{ "t1": { "c": "{'name': 'john', 'id': 231} = {'name': 'john', 'id': 231}", "r": true }, "t2": { "c": "{'name': 'john', 'id': 231} != {'name': 'john', 'id': 231}", "r": false }, "t3": { "c": "{'name': 'david', 'id': 34.2} = {'id': 34.2, 'name': 'david'}", "r": true }, "t4": { "c": "{'name': 'david', 'id': 34.2} != {'id': 34.2, 'name': 'david'}", "r": false }, "t5": { "c": "{'name': 'henry', 'id': 111} = {'name': 'henry'}", "r": false }, "t6": { "c": "{'a': 1, 'b': 2} = {'c': 3, 'd': 4}", "r": false }, "t7": { "c": "{'aa': 11, 'bb': 22} = {'bb': 22, 'cc': 33}", "r": false }, "t8": { "c": "{'aa': 33, 'bb': missing} != {'aa': 33}", "r": false }, "t9": { "c": "{'bb': missing, 'a_a': 9} = {'a_a': 9}", "r": true }, "t10": { "c": "{'kk': missing, 'aa': 22, 'jj': 'foo'} = {'jj': 'foo', 'dd': missing, 'aa': 22}", "r": true }, "t11": { "c": "{'dept_ids': [3,1,5], 'manager': {'name': 'mike', 'id': 987}, 'salary': 32.2, 'employees': [{'name': 'seth', 'id': 22}, {'name': 'dave'}]} = {'salary': 3
2.2, 'dept_ids': [3,1,5], 'employees': [{'name': 'seth', 'id': 22}, {'name': 'dave'}], 'manager': {'name': 'mike', 'id': 987}}", "r": true }, "t12": { "c": "{'f1': [5,6,1], 'f2': [9,2,8]} != {'f1': [5,6,1], 'f2': [8,9,2]}", "r": true }, "t13": { "c": "{'f1': 44, 'f2': 99} = {'f2': 44, 'f1': 99}", "r": false }, "t14": { "c": "{'f1': 33, 'F2': 77} = {'f1': 33, 'f2': 77}", "r": false }, "t15": { "c": "{'f1': 12, 'f2': 34, 'F2': 56} = {'f1': 12, 'F2': 56, 'f2': 34}", "r": true }, "t16": { "c": "{} = {}", "r": true }, "t17": { "c": "{'a': missing, 'c': missing} = {'b': missing}", "r": true }, "t18": { "c": "{'a': 22, 'b': 'john'} != {}", "r": true }, "t19": { "c": "{} != {'a': 22, 'b': 'john'}", "r": true }, "t20": { "c": "{'yy': float('5'), 'zz': tinyint('8')} = {'yy': 5, 'zz': double('8')}", "r": true } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.004.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.004.adm
new file mode 100644
index 0000000..209061a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.004.adm
@@ -0,0 +1 @@
+{ "t1": { "c": "{'f1': [4, [5.4, {'id': 33, 'dept': 11}, {'label': 'foo', 'a': 3}], {'a1': 7, 'z1': 2}, 'str'], 'f2': 3, 'f3': {'n1': {'nn1': {'a': 9, 'b': 10}, 'nn2': {'a': 99, 'x': 14}}, 'n2': {'a': 3, 'b': 5}} } = {'f1': [4, [5.4, {'id': 33, 'dept': 11}, {'a': 3, 'label': 'foo'}], {'a1': 7, 'z1': 2}, 'str'], 'f3': {'n1': {'nn1': {'a': 9, 'b': 10}, 'nn2': {'a': 99, 'x': 14}}, 'n2': {'a': 3, 'b': 5}},'f2': 3 }", "r": true }, "t2": { "c": "{'a': 2, 'b': 4} < {'a': 88, 'b': 99}", "r": null }, "t3": { "c": "[99, {'id': 33, 'a': 'z'}] < [1, {'id': 44, 'a': 'x'}]", "r": null }, "t4": { "c": "{'a': 3, 'j': 6} = {'m': 2, 'a': 'str'}", "r": null }, "t5": { "c": "{'list': [1,2,4], 'f': 4} != {'f': 3, 'list': [1,'str']}", "r": null } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.005.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.005.adm
new file mode 100644
index 0000000..4b7aac1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.005.adm
@@ -0,0 +1 @@
+{ "t1": { "c": "{'a': 2, 'b': null} = {'a': 2, 'b': 3}", "r": null }, "t2": { "c": "{'a': 2, 'b': missing} = {'a': 2, 'b': 3}", "r": false }, "t3": { "c": "{'list': [1, null], 'f': 3} = {'f': 3, 'list': [1, 2]}", "r": null }, "t4": { "c": "{'list': [1, missing], 'f': 3} = {'f': 3, 'list': [1, 2]}" }, "t5": { "c": "{'a': 4, 'b': null} = {'a': 2, 'b': 3}", "r": false } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.006.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.006.adm
new file mode 100644
index 0000000..af77f98
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.006.adm
@@ -0,0 +1,4 @@
+{ "id": 3, "subRec": { "name": "jones", "age": 105, "colors": [ "purple", "blue" ] } }
+{ "id": 4, "subRec": null }
+{ "id": 7, "subRec": { "name": "jones", "age": 105, "colors": [ "purple", "blue" ] } }
+{ "id": 8, "subRec": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.007.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.007.adm
new file mode 100644
index 0000000..dc0f8e5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.007.adm
@@ -0,0 +1,6 @@
+{ "id": 1, "subRec": { "name": "john", "age": 28, "colors": [ "green", "black", "orange" ] } }
+{ "id": 3, "subRec": { "name": "jones", "age": 105, "colors": [ "purple", "blue" ] } }
+{ "id": 5, "subRec": { "name": "mat", "age": 10, "colors": [ "yellow", "blue" ] } }
+{ "id": 6, "subRec": { "name": "jones", "age": 45, "colors": [ "purple", "blue" ] } }
+{ "id": 7, "subRec": { "name": "jones", "age": 105, "colors": [ "purple", "blue" ] } }
+{ "id": 9, "subRec": { "name": "mat", "age": 10, "colors": [ "blue", "yellow" ] } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.008.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.008.adm
new file mode 100644
index 0000000..8e48014
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.008.adm
@@ -0,0 +1,19 @@
+{ "id": 1, "subRec": { "name": "john", "age": 28, "colors": [ "green", "black", "orange" ] } }
+{ "id": 2, "subRec": { "name": "david", "age": 100, "colors": [ "white", "blue" ] } }
+{ "id": 3, "subRec": { "name": "jones", "age": 105, "colors": [ "purple", "blue" ] } }
+{ "id": 4, "subRec": null }
+{ "id": 5, "subRec": { "name": "mat", "age": 10, "colors": [ "yellow", "blue" ] } }
+{ "id": 6, "subRec": { "name": "jones", "age": 45, "colors": [ "purple", "blue" ] } }
+{ "id": 7, "subRec": { "name": "jones", "age": 105, "colors": [ "purple", "blue" ] } }
+{ "id": 8 }
+{ "id": 9, "subRec": { "name": "mat", "age": 10, "colors": [ "blue", "yellow" ] } }
+{ "id": 10 }
+{ "id": 11, "subRec": { "name": null, "age": 28, "colors": [ "green", "black", "orange" ] } }
+{ "id": 12, "subRec": { "name": "david", "age": "100", "colors": [ "white", "blue" ] } }
+{ "id": 13, "subRec": { "name": "jones", "age": 105, "colors": [ "purple", 3, "green" ] } }
+{ "id": 14, "subRec": null }
+{ "id": 15, "subRec": { "age": 28, "colors": [ "green", "black", "orange" ] } }
+{ "id": 16, "subRec": { "name": "john", "age": 28, "colors": [ null, "black", "orange" ] } }
+{ "id": 17, "subRec": { "name": "jones", "age": 45, "colors": [ "purple", "blue" ], "nested": { "x": 2, "y": "str" } } }
+{ "id": 18, "subRec": { "name": "john", "age": 28, "colors": [ "green", null, "orange" ] } }
+{ "id": 19, "subRec": { "name": "mat", "age": 10, "colors": [ "yellow", "blue" ], "extraF": 33 } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.009.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.009.adm
new file mode 100644
index 0000000..5f814d4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.009.adm
@@ -0,0 +1,10 @@
+{ "id": 1, "subRec": { "name": "john", "age": 28, "colors": [ "green", "black", "orange" ] } }
+{ "id": 4, "subRec": null }
+{ "id": 8 }
+{ "id": 10 }
+{ "id": 11, "subRec": { "name": null, "age": 28, "colors": [ "green", "black", "orange" ] } }
+{ "id": 12, "subRec": { "name": "david", "age": "100", "colors": [ "white", "blue" ] } }
+{ "id": 13, "subRec": { "name": "jones", "age": 105, "colors": [ "purple", 3, "green" ] } }
+{ "id": 14, "subRec": null }
+{ "id": 16, "subRec": { "name": "john", "age": 28, "colors": [ null, "black", "orange" ] } }
+{ "id": 18, "subRec": { "name": "john", "age": 28, "colors": [ "green", null, "orange" ] } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.010.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.010.adm
new file mode 100644
index 0000000..ea7e986
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.010.adm
@@ -0,0 +1 @@
+{ "id": 17, "subRec": { "name": "jones", "age": 45, "colors": [ "purple", "blue" ], "nested": { "x": 2, "y": "str" } } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.011.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.011.adm
new file mode 100644
index 0000000..4bf4154
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.011.adm
@@ -0,0 +1 @@
+{ "id": 15, "subRec": { "age": 28, "colors": [ "green", "black", "orange" ] } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.012.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.012.adm
new file mode 100644
index 0000000..6f13c73
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.012.adm
@@ -0,0 +1,17 @@
+{ "id": 1, "subRec": { "name": "john", "age": 28, "colors": [ "green", "black", "orange" ] } }
+{ "id": 2, "subRec": { "name": "david", "age": 100, "colors": [ "white", "blue" ] } }
+{ "id": 3, "subRec": { "name": "jones", "age": 105, "colors": [ "purple", "blue" ] } }
+{ "id": 4, "subRec": null }
+{ "id": 5, "subRec": { "name": "mat", "age": 10, "colors": [ "yellow", "blue" ] } }
+{ "id": 6, "subRec": { "name": "jones", "age": 45, "colors": [ "purple", "blue" ] } }
+{ "id": 7, "subRec": { "name": "jones", "age": 105, "colors": [ "purple", "blue" ] } }
+{ "id": 9, "subRec": { "name": "mat", "age": 10, "colors": [ "blue", "yellow" ] } }
+{ "id": 11, "subRec": { "name": null, "age": 28, "colors": [ "green", "black", "orange" ] } }
+{ "id": 12, "subRec": { "name": "david", "age": "100", "colors": [ "white", "blue" ] } }
+{ "id": 13, "subRec": { "name": "jones", "age": 105, "colors": [ "purple", 3, "green" ] } }
+{ "id": 14, "subRec": null }
+{ "id": 15, "subRec": { "age": 28, "colors": [ "green", "black", "orange" ] } }
+{ "id": 16, "subRec": { "name": "john", "age": 28, "colors": [ null, "black", "orange" ] } }
+{ "id": 17, "subRec": { "name": "jones", "age": 45, "colors": [ "purple", "blue" ], "nested": { "x": 2, "y": "str" } } }
+{ "id": 18, "subRec": { "name": "john", "age": 28, "colors": [ "green", null, "orange" ] } }
+{ "id": 19, "subRec": { "name": "mat", "age": 10, "colors": [ "yellow", "blue" ], "extraF": 33 } }
\ No newline at end of file
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/comparators/LogicalComplexBinaryComparator.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/comparators/LogicalComplexBinaryComparator.java
index a1c1faa..87d21da 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/comparators/LogicalComplexBinaryComparator.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/comparators/LogicalComplexBinaryComparator.java
@@ -18,14 +18,24 @@
*/
package org.apache.asterix.dataflow.data.nontagged.comparators;
+import static org.apache.asterix.om.types.ATypeTag.SERIALIZED_MISSING_TYPE_TAG;
+import static org.apache.asterix.om.types.ATypeTag.VALUE_TYPE_MAPPING;
+
import java.io.IOException;
+import java.util.BitSet;
+import java.util.List;
import org.apache.asterix.builders.AbvsBuilderFactory;
import org.apache.asterix.dataflow.data.common.ILogicalBinaryComparator;
import org.apache.asterix.dataflow.data.common.ListAccessorUtil;
+import org.apache.asterix.formats.nontagged.BinaryComparatorFactoryProvider;
import org.apache.asterix.om.base.IAObject;
+import org.apache.asterix.om.pointables.ARecordVisitablePointable;
+import org.apache.asterix.om.pointables.PointableAllocator;
import org.apache.asterix.om.pointables.base.DefaultOpenFieldType;
+import org.apache.asterix.om.pointables.base.IVisitablePointable;
import org.apache.asterix.om.typecomputer.impl.TypeComputeUtils;
+import org.apache.asterix.om.types.ARecordType;
import org.apache.asterix.om.types.ATypeTag;
import org.apache.asterix.om.types.AbstractCollectionType;
import org.apache.asterix.om.types.EnumDeserializer;
@@ -33,14 +43,18 @@
import org.apache.asterix.om.util.container.IObjectFactory;
import org.apache.asterix.om.util.container.IObjectPool;
import org.apache.asterix.om.util.container.ListObjectPool;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
import org.apache.hyracks.api.exceptions.HyracksDataException;
import org.apache.hyracks.data.std.api.IMutableValueStorage;
import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.api.IValueReference;
import org.apache.hyracks.data.std.primitive.VoidPointable;
import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.util.string.UTF8StringUtil;
public class LogicalComplexBinaryComparator implements ILogicalBinaryComparator {
+ private static final IObjectFactory<BitSet, Void> BIT_SET_FACTORY = (type) -> new BitSet();
private static final IObjectFactory<IPointable, Void> VOID_FACTORY = (type) -> new VoidPointable();
private final IAType leftType;
private final IAType rightType;
@@ -48,6 +62,10 @@
private final LogicalScalarBinaryComparator scalarComparator;
private final IObjectPool<IMutableValueStorage, ATypeTag> storageAllocator;
private final IObjectPool<IPointable, Void> voidPointableAllocator;
+ private final IObjectPool<BitSet, Void> bitSetAllocator;
+ private final PointableAllocator pointableAllocator;
+ private final IBinaryComparator utf8Comp;
+ private final StringBuilder builder;
public LogicalComplexBinaryComparator(IAType leftType, IAType rightType, boolean isEquality) {
this.leftType = leftType;
@@ -56,6 +74,10 @@
this.scalarComparator = new LogicalScalarBinaryComparator(isEquality);
storageAllocator = new ListObjectPool<>(new AbvsBuilderFactory());
voidPointableAllocator = new ListObjectPool<>(VOID_FACTORY);
+ bitSetAllocator = new ListObjectPool<>(BIT_SET_FACTORY);
+ pointableAllocator = new PointableAllocator();
+ utf8Comp = BinaryComparatorFactoryProvider.UTF8STRING_POINTABLE_INSTANCE.createBinaryComparator();
+ builder = new StringBuilder();
}
@Override
@@ -126,16 +148,24 @@
if (leftRuntimeTag != rightRuntimeTag) {
return Result.INCOMPARABLE;
}
+ IAType leftCompileType = TypeComputeUtils.getActualType(leftType);
+ if (leftCompileType.getTypeTag() == ATypeTag.ANY) {
+ leftCompileType = DefaultOpenFieldType.getDefaultOpenFieldType(leftRuntimeTag);
+ }
+ IAType rightCompileType = TypeComputeUtils.getActualType(rightType);
+ if (rightCompileType.getTypeTag() == ATypeTag.ANY) {
+ rightCompileType = DefaultOpenFieldType.getDefaultOpenFieldType(rightRuntimeTag);
+ }
switch (leftRuntimeTag) {
case MULTISET:
- return compareMultisets(leftType, leftRuntimeTag, leftBytes, leftStart, rightType, rightRuntimeTag,
- rightBytes, rightStart);
+ return compareMultisets(leftCompileType, leftRuntimeTag, leftBytes, leftStart, rightCompileType,
+ rightRuntimeTag, rightBytes, rightStart);
case ARRAY:
- return compareArrays(leftType, leftRuntimeTag, leftBytes, leftStart, rightType, rightRuntimeTag,
- rightBytes, rightStart);
+ return compareArrays(leftCompileType, leftRuntimeTag, leftBytes, leftStart, rightCompileType,
+ rightRuntimeTag, rightBytes, rightStart);
case OBJECT:
- return compareRecords(leftType, leftBytes, leftStart, leftLen, rightType, rightBytes, rightStart,
- rightLen);
+ return compareRecords(leftCompileType, leftBytes, leftStart, leftLen, rightCompileType, rightBytes,
+ rightStart, rightLen);
default:
return Result.NULL;
}
@@ -146,16 +176,8 @@
// reaching here, both left and right have to be arrays (should be enforced)
int leftNumItems = ListAccessorUtil.numberOfItems(leftBytes, leftStart);
int rightNumItems = ListAccessorUtil.numberOfItems(rightBytes, rightStart);
- IAType leftListCompileType = TypeComputeUtils.getActualType(leftType);
- if (leftListCompileType.getTypeTag() == ATypeTag.ANY) {
- leftListCompileType = DefaultOpenFieldType.getDefaultOpenFieldType(leftListTag);
- }
- IAType rightListCompileType = TypeComputeUtils.getActualType(rightType);
- if (rightListCompileType.getTypeTag() == ATypeTag.ANY) {
- rightListCompileType = DefaultOpenFieldType.getDefaultOpenFieldType(rightListTag);
- }
- IAType leftItemCompileType = ((AbstractCollectionType) leftListCompileType).getItemType();
- IAType rightItemCompileType = ((AbstractCollectionType) rightListCompileType).getItemType();
+ IAType leftItemCompileType = ((AbstractCollectionType) leftType).getItemType();
+ IAType rightItemCompileType = ((AbstractCollectionType) rightType).getItemType();
ATypeTag leftItemTag = leftItemCompileType.getTypeTag();
ATypeTag rightItemTag = rightItemCompileType.getTypeTag();
@@ -248,12 +270,143 @@
}
private Result compareRecords(IAType leftType, byte[] leftBytes, int leftStart, int leftLen, IAType rightType,
- byte[] rightBytes, int rightStart, int rightLen) {
- // TODO(ali): record comparison logic here
+ byte[] rightBytes, int rightStart, int rightLen) throws HyracksDataException {
// equality is the only operation defined for records
if (!isEquality) {
return Result.INCOMPARABLE;
}
- return Result.NULL;
+ ARecordType leftRecordType = (ARecordType) leftType;
+ ARecordType rightRecordType = (ARecordType) rightType;
+ ARecordVisitablePointable leftRecord = pointableAllocator.allocateRecordValue(leftRecordType);
+ ARecordVisitablePointable rightRecord = pointableAllocator.allocateRecordValue(rightRecordType);
+ // keeps track of the fields in the right record that have not been matched
+ BitSet notMatched = bitSetAllocator.allocate(null);
+ try {
+ leftRecord.set(leftBytes, leftStart, leftLen);
+ rightRecord.set(rightBytes, rightStart, rightLen);
+ List<IVisitablePointable> leftFieldValues = leftRecord.getFieldValues();
+ List<IVisitablePointable> leftFieldNames = leftRecord.getFieldNames();
+ List<IVisitablePointable> rightFieldValues = rightRecord.getFieldValues();
+ List<IVisitablePointable> rightFieldNames = rightRecord.getFieldNames();
+ IVisitablePointable leftFieldValue;
+ IVisitablePointable leftFieldName;
+ IVisitablePointable rightFieldValue;
+ IVisitablePointable rightFieldName;
+ int leftNumFields = leftFieldNames.size();
+ int rightNumFields = rightFieldNames.size();
+ IAType leftFieldType;
+ IAType rightFieldType;
+ ATypeTag leftFTag;
+ ATypeTag rightFTag;
+ Result tempCompResult;
+ Result unknownResult = null;
+ Result determiningResult = null;
+ String complexFieldName;
+ boolean foundFieldInRight;
+ boolean notEqual = false;
+ notMatched.set(0, rightNumFields);
+ for (int i = 0; i < leftNumFields; i++) {
+ leftFieldValue = leftFieldValues.get(i);
+ leftFTag = VALUE_TYPE_MAPPING[leftFieldValue.getByteArray()[leftFieldValue.getStartOffset()]];
+
+ // ignore if the field value is missing
+ if (leftFTag != ATypeTag.MISSING) {
+ foundFieldInRight = false;
+ leftFieldName = leftFieldNames.get(i);
+ for (int k = 0; k < rightNumFields; k++) {
+ rightFieldName = rightFieldNames.get(k);
+ if (notMatched.get(k) && equalNames(leftFieldName, rightFieldName)) {
+ notMatched.clear(k);
+ rightFieldValue = rightFieldValues.get(k);
+ rightFTag = VALUE_TYPE_MAPPING[rightFieldValue.getByteArray()[rightFieldValue
+ .getStartOffset()]];
+ // if right field has a missing value, ignore and flag the two records as not equal
+ if (rightFTag != ATypeTag.MISSING) {
+ foundFieldInRight = true;
+ if (leftFTag == ATypeTag.NULL || rightFTag == ATypeTag.NULL) {
+ tempCompResult = Result.NULL;
+ } else if (leftFTag.isDerivedType() && rightFTag.isDerivedType()) {
+ complexFieldName = getComplexFieldName(leftFieldName);
+ leftFieldType = getComplexFieldType(leftRecordType, complexFieldName, leftFTag);
+ rightFieldType = getComplexFieldType(rightRecordType, complexFieldName, rightFTag);
+ tempCompResult =
+ compareComplex(leftFieldType, leftFTag, leftFieldValue.getByteArray(),
+ leftFieldValue.getStartOffset(), leftFieldValue.getLength(),
+ rightFieldType, rightFTag, rightFieldValue.getByteArray(),
+ rightFieldValue.getStartOffset(), rightFieldValue.getLength());
+ } else {
+ tempCompResult = scalarComparator.compare(leftFieldValue.getByteArray(),
+ leftFieldValue.getStartOffset(), leftFieldValue.getLength(),
+ rightFieldValue.getByteArray(), rightFieldValue.getStartOffset(),
+ rightFieldValue.getLength());
+ }
+
+ if (tempCompResult == Result.INCOMPARABLE) {
+ return tempCompResult;
+ }
+ if (tempCompResult == Result.MISSING || tempCompResult == Result.NULL) {
+ if (unknownResult != Result.MISSING) {
+ unknownResult = tempCompResult;
+ }
+ } else if (tempCompResult != Result.EQ && determiningResult == null) {
+ determiningResult = tempCompResult;
+ }
+ }
+ break;
+ }
+ }
+ if (!foundFieldInRight) {
+ notEqual = true;
+ }
+ }
+ }
+
+ if (notEqual) {
+ // LT or GT does not make a difference since this is an answer to equality
+ return Result.LT;
+ }
+ // two fields with the same name but having different values
+ if (determiningResult != null) {
+ return determiningResult;
+ }
+ // check if there is a field in the right record that does not exist in left record
+ byte rightFieldTag;
+ for (int i = 0; i < rightNumFields; i++) {
+ rightFieldValue = rightFieldValues.get(i);
+ rightFieldTag = rightFieldValue.getByteArray()[rightFieldValue.getStartOffset()];
+ if (notMatched.get(i) && rightFieldTag != SERIALIZED_MISSING_TYPE_TAG) {
+ notEqual = true;
+ break;
+ }
+ }
+ if (notEqual) {
+ return Result.LT;
+ }
+ // reaching here means every field in the left record exists in the right and vice versa
+ if (unknownResult != null) {
+ return unknownResult;
+ }
+ return Result.EQ;
+ } finally {
+ pointableAllocator.freeRecord(rightRecord);
+ pointableAllocator.freeRecord(leftRecord);
+ bitSetAllocator.free(notMatched);
+ }
+ }
+
+ private IAType getComplexFieldType(ARecordType recordType, String fieldName, ATypeTag fieldRuntimeTag) {
+ IAType fieldType = recordType.getFieldType(fieldName);
+ return fieldType == null ? DefaultOpenFieldType.getDefaultOpenFieldType(fieldRuntimeTag) : fieldType;
+ }
+
+ private String getComplexFieldName(IValueReference fieldName) {
+ builder.setLength(0);
+ return UTF8StringUtil.toString(builder, fieldName.getByteArray(), fieldName.getStartOffset() + 1).toString();
+ }
+
+ private boolean equalNames(IValueReference fieldName1, IValueReference fieldName2) throws HyracksDataException {
+ // TODO(ali): refactor with PointableHelper and move it from runtime package
+ return utf8Comp.compare(fieldName1.getByteArray(), fieldName1.getStartOffset() + 1, fieldName1.getLength() - 1,
+ fieldName2.getByteArray(), fieldName2.getStartOffset() + 1, fieldName2.getLength() - 1) == 0;
}
}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/pointables/PointableAllocator.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/pointables/PointableAllocator.java
index 411f067..ecbfdae 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/pointables/PointableAllocator.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/pointables/PointableAllocator.java
@@ -134,6 +134,10 @@
return recordValueAllocator.allocate(type);
}
+ public void freeRecord(ARecordVisitablePointable instance) {
+ recordValueAllocator.free(instance);
+ }
+
public void reset() {
flatValueAllocator.reset();
recordValueAllocator.reset();
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/util/container/IObjectPool.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/util/container/IObjectPool.java
index a911c72..d80f716 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/util/container/IObjectPool.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/util/container/IObjectPool.java
@@ -31,12 +31,18 @@
* the argument to create E
* @return an E instance
*/
- public E allocate(T arg);
+ E allocate(T arg);
/**
* Mark all instances in the pool as unused
*/
- public void reset();
+ void reset();
+ /**
+ * Frees the argument element in the pool and makes it available again.
+ *
+ * @param element instance to free.
+ * @return true if the element is marked available in the pool. Otherwise, false.
+ */
boolean free(E element);
}
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Change in asterixdb[master]: [ASTERIXDB-2516][RT] add support for record deep comparison
Posted by "Ali Alsuliman (Code Review)" <do...@asterixdb.incubator.apache.org>.
Ali Alsuliman has posted comments on this change.
Change subject: [ASTERIXDB-2516][RT] add support for record deep comparison
......................................................................
Patch Set 1:
(1 comment)
https://asterix-gerrit.ics.uci.edu/#/c/3222/1/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/comparators/LogicalComplexBinaryComparator.java
File asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/comparators/LogicalComplexBinaryComparator.java:
PS1, Line 402: getComplexFieldName
> I agree. We can do it in a follow up change.
I wonder if I can use the index directly (i and k here) and use IAType[] and String[] from ARecordType. It looks like ARecordVisitablePointable lays out the fields based on that, but I didn't do deep inspection.
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Change in asterixdb[master]: [ASTERIXDB-2516][RT] add support for record deep comparison
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Change subject: [ASTERIXDB-2516][RT] add support for record deep comparison
......................................................................
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Change subject: [ASTERIXDB-2516][RT] add support for record deep comparison
......................................................................
Patch Set 1: Contrib+1
Analytics Compatibility Tests Successful
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Change in asterixdb[master]: [ASTERIXDB-2516][RT] add support for record deep comparison
Posted by "Ali Alsuliman (Code Review)" <do...@asterixdb.incubator.apache.org>.
Ali Alsuliman has submitted this change and it was merged.
Change subject: [ASTERIXDB-2516][RT] add support for record deep comparison
......................................................................
[ASTERIXDB-2516][RT] add support for record deep comparison
- user model changes: no
- storage format changes: no
- interface changes: no
Details:
Add support for record deep comparison.
- modified LogicalComplexBinaryComparator to allow record comparison
- added test cases for record comparison
- modified PointableAllocator to allow freeing record visitable pointables
Change-Id: I3e8bfbb014b86295749e980d123b0d3edf079beb
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Reviewed-by: Murtadha Hubail <mh...@apache.org>
---
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.001.ddl.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.002.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.003.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.004.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.005.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.006.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.007.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.008.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.009.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.010.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.011.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.012.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.013.ddl.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.004.adm
D asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.004.regexjson
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.005.adm
D asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.005.regexjson
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.006.adm
D asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.006.regexjson
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.007.adm
D asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.007.regexjson
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.020.adm
D asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.020.regexjson
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.021.adm
D asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.021.regexjson
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.022.adm
D asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.022.regexjson
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.003.adm
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.004.adm
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.005.adm
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.006.adm
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.007.adm
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.008.adm
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.009.adm
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.010.adm
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.011.adm
A asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.012.adm
M asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/comparators/LogicalComplexBinaryComparator.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/pointables/PointableAllocator.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/util/container/IObjectPool.java
40 files changed, 644 insertions(+), 197 deletions(-)
Approvals:
Anon. E. Moose #1000171:
Jenkins: Verified; ; Verified
Murtadha Hubail: Looks good to me, approved
Dmitry Lychagin: Looks good to me, but someone else must approve
Objections:
Jenkins: Violations found
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.001.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.001.ddl.sqlpp
new file mode 100644
index 0000000..39f0991
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.001.ddl.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * 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 test if exists;
+create dataverse test;
+use test;
+
+create type openType as {id:int};
+create type recType as {name:string, age:int, colors:[string]};
+create type closedType as closed {id:int, subRec:recType?};
+
+create dataset openDs(openType) primary key id;
+create dataset closedDs(closedType) primary key id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.002.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.002.update.sqlpp
new file mode 100644
index 0000000..1ba7ad6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.002.update.sqlpp
@@ -0,0 +1,54 @@
+/*
+ * 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.
+ */
+
+use test;
+
+insert into closedDs([
+{"id":1, "subRec": {"name": "john", "age": 28, "colors": ["green", "black", "orange"]} },
+{"id":2, "subRec": {"name": "david", "age": 100, "colors": ["white", "blue"]} },
+{"id":3, "subRec": {"name": "jones", "age": 105, "colors": ["purple", "blue"]} },
+{"id":4, "subRec": null},
+{"id":5, "subRec": {"name": "mat", "age": 10, "colors": ["yellow", "blue"]} },
+{"id":6, "subRec": {"name": "jones", "age": 45, "colors": ["purple", "blue"]} },
+{"id":7, "subRec": {"name": "jones", "age": 105, "colors": ["purple", "blue"]} },
+{"id":8, "subRec": null},
+{"id":9, "subRec": {"name": "mat", "age": 10, "colors": ["blue", "yellow"]} }
+]);
+
+insert into openDs([
+{"id":1, "subRec": {"name": "john", "age": 28, "colors": ["green", "black", "orange"]} },
+{"id":2, "subRec": {"name": "david", "age": 100, "colors": ["white", "blue"]} },
+{"id":3, "subRec": {"name": "jones", "age": 105, "colors": ["purple", "blue"]} },
+{"id":4, "subRec": null},
+{"id":5, "subRec": {"name": "mat", "age": 10, "colors": ["yellow", "blue"]} },
+{"id":6, "subRec": {"name": "jones", "age": 45, "colors": ["purple", "blue"]} },
+{"id":7, "subRec": {"name": "jones", "age": 105, "colors": ["purple", "blue"]} },
+{"id":8},
+{"id":9, "subRec": {"name": "mat", "age": 10, "colors": ["blue", "yellow"]} },
+{"id":10},
+{"id":11, "subRec": {"name": null, "age": 28, "colors": ["green", "black", "orange"]} },
+{"id":12, "subRec": {"name": "david", "age": "100", "colors": ["white", "blue"]} },
+{"id":13, "subRec": {"name": "jones", "age": 105, "colors": ["purple", 3, "green"]} },
+{"id":14, "subRec": null},
+{"id":15, "subRec": {"age": 28, "colors": ["green", "black", "orange"]} },
+{"id":16, "subRec": {"name": "john", "age": 28, "colors": [missing, "black", "orange"]} },
+{"id":17, "subRec": {"name": "jones", "age": 45, "colors": ["purple", "blue"], "nested": {"x": 2, "y": "str"}} },
+{"id":18, "subRec": {"name": "john", "age": 28, "colors": ["green", null, "orange"]} },
+{"id":19, "subRec": {"name": "mat", "age": 10, "colors": ["yellow", "blue"], "extraF": 33} }
+]);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.003.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.003.query.sqlpp
new file mode 100644
index 0000000..49cb459
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.003.query.sqlpp
@@ -0,0 +1,48 @@
+/*
+ * 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.
+ */
+
+// basic =,!= comparisons
+
+use test;
+
+{
+"t1": {"c": "{'name': 'john', 'id': 231} = {'name': 'john', 'id': 231}", "r": {'name': 'john', 'id': 231} = {'name': 'john', 'id': 231}},
+"t2": {"c": "{'name': 'john', 'id': 231} != {'name': 'john', 'id': 231}", "r": {'name': 'john', 'id': 231} != {'name': 'john', 'id': 231}},
+"t3": {"c": "{'name': 'david', 'id': 34.2} = {'id': 34.2, 'name': 'david'}", "r": {'name': 'david', 'id': 34.2} = {'id': 34.2, 'name': 'david'}},
+"t4": {"c": "{'name': 'david', 'id': 34.2} != {'id': 34.2, 'name': 'david'}", "r": {'name': 'david', 'id': 34.2} != {'id': 34.2, 'name': 'david'}},
+"t5": {"c": "{'name': 'henry', 'id': 111} = {'name': 'henry'}", "r": {'name': 'henry', 'id': 111} = {'name': 'henry'}},
+"t6": {"c": "{'a': 1, 'b': 2} = {'c': 3, 'd': 4}", "r": {'a': 1, 'b': 2} = {'c': 3, 'd': 4}},
+"t7": {"c": "{'aa': 11, 'bb': 22} = {'bb': 22, 'cc': 33}", "r": {'aa': 11, 'bb': 22} = {'bb': 22, 'cc': 33}},
+"t8": {"c": "{'aa': 33, 'bb': missing} != {'aa': 33}", "r": {'aa': 33, 'bb': missing} != {'aa': 33}},
+"t9": {"c": "{'bb': missing, 'a_a': 9} = {'a_a': 9}", "r": {'bb': missing, 'a_a': 9} = {'a_a': 9}},
+"t10": {"c": "{'kk': missing, 'aa': 22, 'jj': 'foo'} = {'jj': 'foo', 'dd': missing, 'aa': 22}", "r": {'kk': missing, 'aa': 22, 'jj': 'foo'} = {'jj': 'foo', 'dd': missing, 'aa': 22}},
+"t11": {
+ "c": "{'dept_ids': [3,1,5], 'manager': {'name': 'mike', 'id': 987}, 'salary': 32.2, 'employees': [{'name': 'seth', 'id': 22}, {'name': 'dave'}]} = {'salary': 32.2, 'dept_ids': [3,1,5], 'employees': [{'name': 'seth', 'id': 22}, {'name': 'dave'}], 'manager': {'name': 'mike', 'id': 987}}",
+ "r": {'dept_ids': [3,1,5], 'manager': {'name': 'mike', 'id': 987}, 'salary': 32.2, 'employees': [{'name': 'seth', 'id': 22}, {'name': 'dave'}]} = {'salary': 32.2, 'dept_ids': [3,1,5], 'employees': [{'name': 'seth', 'id': 22}, {'name': 'dave'}], 'manager': {'name': 'mike', 'id': 987}}
+ },
+"t12": {"c": "{'f1': [5,6,1], 'f2': [9,2,8]} != {'f1': [5,6,1], 'f2': [8,9,2]}", "r": {'f1': [5,6,1], 'f2': [9,2,8]} != {'f1': [5,6,1], 'f2': [8,9,2]}},
+"t13": {"c": "{'f1': 44, 'f2': 99} = {'f2': 44, 'f1': 99}", "r": {'f1': 44, 'f2': 99} = {'f2': 44, 'f1': 99}},
+"t14": {"c": "{'f1': 33, 'F2': 77} = {'f1': 33, 'f2': 77}", "r": {'f1': 33, 'F2': 77} = {'f1': 33, 'f2': 77}},
+"t15": {"c": "{'f1': 12, 'f2': 34, 'F2': 56} = {'f1': 12, 'F2': 56, 'f2': 34}", "r": {'f1': 12, 'f2': 34, 'F2': 56} = {'f1': 12, 'F2': 56, 'f2': 34}},
+"t16": {"c": "{} = {}", "r": {} = {}},
+"t17": {"c": "{'a': missing, 'c': missing} = {'b': missing}", "r": {'a': missing, 'c': missing} = {'b': missing}},
+"t18": {"c": "{'a': 22, 'b': 'john'} != {}", "r": {'a': 22, 'b': 'john'} != {}},
+"t19": {"c": "{} != {'a': 22, 'b': 'john'}", "r": {} != {'a': 22, 'b': 'john'}},
+"t20": {"c": "{'yy': float('5'), 'zz': tinyint('8')} = {'yy': 5, 'zz': double('8')}", "r": {'yy': float('5'), 'zz': tinyint('8')} = {'yy': 5, 'zz': double('8')}}
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.004.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.004.query.sqlpp
new file mode 100644
index 0000000..dad85ee
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.004.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * 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.
+ */
+
+// nesting, undefined and incompatible
+
+use test;
+
+{
+"t1":
+{
+"c": "{'f1': [4, [5.4, {'id': 33, 'dept': 11}, {'label': 'foo', 'a': 3}], {'a1': 7, 'z1': 2}, 'str'], 'f2': 3, 'f3': {'n1': {'nn1': {'a': 9, 'b': 10}, 'nn2': {'a': 99, 'x': 14}}, 'n2': {'a': 3, 'b': 5}} } = {'f1': [4, [5.4, {'id': 33, 'dept': 11}, {'a': 3, 'label': 'foo'}], {'a1': 7, 'z1': 2}, 'str'], 'f3': {'n1': {'nn1': {'a': 9, 'b': 10}, 'nn2': {'a': 99, 'x': 14}}, 'n2': {'a': 3, 'b': 5}},'f2': 3 }",
+"r": {'f1': [4, [5.4, {'id': 33, 'dept': 11}, {'label': 'foo', 'a': 3}], {'a1': 7, 'z1': 2}, 'str'], 'f2': 3, 'f3': {'n1': {'nn1': {'a': 9, 'b': 10}, 'nn2': {'a': 99, 'x': 14}}, 'n2': {'a': 3, 'b': 5}} } = {'f1': [4, [5.4, {'id': 33, 'dept': 11}, {'a': 3, 'label': 'foo'}], {'a1': 7, 'z1': 2}, 'str'], 'f3': {'n1': {'nn1': {'a': 9, 'b': 10}, 'nn2': {'a': 99, 'x': 14}}, 'n2': {'a': 3, 'b': 5}},'f2': 3 }
+},
+"t2": { "c": "{'a': 2, 'b': 4} < {'a': 88, 'b': 99}", "r":{'a': 2, 'b': 4} < {'a': 88, 'b': 99} },
+"t3": { "c": "[99, {'id': 33, 'a': 'z'}] < [1, {'id': 44, 'a': 'x'}]", "r": [99, {'id': 33, 'a': 'z'}] < [1, {'id': 44, 'a': 'x'}] },
+"t4": { "c": "{'a': 3, 'j': 6} = {'m': 2, 'a': 'str'}", "r": {'a': 3, 'j': 6} = {'m': 2, 'a': 'str'} },
+"t5": { "c": "{'list': [1,2,4], 'f': 4} != {'f': 3, 'list': [1,'str']}", "r": {'list': [1,2,4], 'f': 4} != {'f': 3, 'list': [1,'str']} }
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.005.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.005.query.sqlpp
new file mode 100644
index 0000000..5d489fd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.005.query.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * 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.
+ */
+
+// nulls, missings
+
+use test;
+{
+"t1": { "c": "{'a': 2, 'b': null} = {'a': 2, 'b': 3}", "r": {'a': 2, 'b': null} = {'a': 2, 'b': 3} },
+"t2": { "c": "{'a': 2, 'b': missing} = {'a': 2, 'b': 3}", "r": {'a': 2, 'b': missing} = {'a': 2, 'b': 3} },
+"t3": { "c": "{'list': [1, null], 'f': 3} = {'f': 3, 'list': [1, 2]}", "r": {'list': [1, null], 'f': 3} = {'f': 3, 'list': [1, 2]}},
+"t4": { "c": "{'list': [1, missing], 'f': 3} = {'f': 3, 'list': [1, 2]}", "r": {'list': [1, missing], 'f': 3} = {'f': 3, 'list': [1, 2]}},
+"t5": { "c": "{'a': 4, 'b': null} = {'a': 2, 'b': 3}", "r": {'a': 4, 'b': null} = {'a': 2, 'b': 3} }
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.006.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.006.query.sqlpp
new file mode 100644
index 0000000..503f956
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.006.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * 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.
+ */
+
+use test;
+
+from closedDs t
+where t.subRec = {"name": "jones", "age": 105, "colors": ["purple", "blue"]} OR
+is_null(t.subRec = {"name": "jones", "age": 105, "colors": ["purple", "blue"]})
+select value t
+order by t.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.007.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.007.query.sqlpp
new file mode 100644
index 0000000..8357352
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.007.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * 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.
+ */
+
+use test;
+
+from closedDs t
+where t.subRec != {"name": "david", "age": 100, "colors": ["white", "blue"]}
+select value t
+order by t.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.008.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.008.query.sqlpp
new file mode 100644
index 0000000..a6f6160
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.008.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * 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.
+ */
+
+use test;
+
+from openDs t
+where is_missing(t.SUB_REC = {"name": "david", "age": 100, "colors": ["white", "blue"]})
+select value t
+order by t.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.009.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.009.query.sqlpp
new file mode 100644
index 0000000..45c261b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.009.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * 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.
+ */
+
+use test;
+
+from openDs t
+where t.subRec = {"name": "john", "age": 28, "colors": ["green", "black", "orange"]} OR
+is_null(t.subRec = {"name": "john", "age": 28, "colors": ["green", "black", "orange"]}) OR
+is_missing(t.subRec = {"name": "john", "age": 28, "colors": ["green", "black", "orange"]})
+select value t
+order by t.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.010.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.010.query.sqlpp
new file mode 100644
index 0000000..706d157
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.010.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * 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.
+ */
+
+use test;
+
+from openDs t
+where t.subRec = {"name": "jones", "age": 45, "colors": ["purple", "blue"], "nested": {"x": 2, "y": "str"}}
+select value t
+order by t.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.011.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.011.query.sqlpp
new file mode 100644
index 0000000..c50a262
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.011.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * 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.
+ */
+
+use test;
+
+from openDs t
+where t.subRec = {"age": 28, "colors": ["green", "black", "orange"]}
+select value t
+order by t.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.012.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.012.query.sqlpp
new file mode 100644
index 0000000..fa2cb10
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.012.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * 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.
+ */
+
+use test;
+
+from openDs t
+where is_null(t.subRec = {"age": 28, "colors": "lime"})
+select value t
+order by t.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.013.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.013.ddl.sqlpp
new file mode 100644
index 0000000..ff41019
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/records/records.013.ddl.sqlpp
@@ -0,0 +1,20 @@
+/*
+ * 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 test if exists;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.004.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.004.adm
new file mode 100644
index 0000000..0af3a80
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.004.adm
@@ -0,0 +1 @@
+{ "t1": { "c": "[tinyint('1'),tinyint('2')] = [tinyint('1'),tinyint('2')]", "r": true }, "t2": { "c": "['a','b','c'] = ['a','b','c']", "r": true }, "t3": { "c": "['A','b','c'] = ['a','b','c']", "r": false }, "t4": { "c": "['a','b','c'] < ['a','b','d']", "r": true }, "t5": { "c": "['blue', 'black', 'orange'] < ['purple', 'green']", "r": true }, "t6": { "c": "['blue', 'black', 'orange'] > ['purple', 'green']", "r": false }, "t7": { "c": "['blue', 'black', 'orange'] >= ['blue', 'black', 'orange']", "r": true }, "t8": { "c": "[true] > [false]", "r": true }, "t9": { "c": "[true, false, true] = [true, false, true]", "r": true }, "t10": { "c": "[true, false, false] >= [true, true]", "r": false }, "t11": { "c": "[point('23.22,30.50'), point('-13.22,30.50')] = [point('23.22,30.50'), point('-13.22,30.50')]", "r": true }, "t12": { "c": "[point('23.22,30.50'), point('-13.22,30.50')] <= [point('23.22,30.50'), point('-13.22,30.50')]", "r": null }, "t13": { "c": "[line('10.1234,11.1e-1 +10.2E-2,-1
1.22'), line('0.1234,-1.00e-10 +10.5E-2,-01.02')] != [line('10.1234,11.1e-1 +10.2E-2,-11.22'), line('0.1234,-1.00e-10 +10.5E-2,-01.02')]", "r": false }, "t14": { "c": "[line('10.1234,11.1e-1 +10.2E-2,-11.22'), line('0.1234,-1.00e-10 +10.5E-2,-01.02')] > [line('10.1234,11.1e-1 +10.2E-2,-11.22'), line('0.1234,-1.00e-10 +10.5E-2,-01.02')]", "r": null }, "t15": { "c": "[rectangle('5.1,11.8 87.6,15.6548'), rectangle('0.1234,-1.00e-10 5.5487,0.48765')] = [rectangle('5.1,11.8 87.6,15.6548'), rectangle('0.1234,-1.00e-10 5.5487,0.48765')]", "r": true }, "t16": { "c": "[rectangle('5.1,11.8 87.6,15.6548'), rectangle('0.1234,-1.00e-10 5.5487,0.48765')] < [rectangle('5.1,11.8 87.6,15.6548'), rectangle('0.1234,-1.00e-10 5.5487,0.48765')]", "r": null }, "t17": { "c": "[circle('10.1234,11.1e-1 +10.2E-2'), circle('0.1234,-1.00e-10 +10.5E-2')] = [circle('10.1234,11.1e-1 +10.2E-2'), circle('0.1234,-1.00e-10 +10.5E-2')]", "r": true }, "t18": { "c": "[circle('10.1234,11.1e-1 +10.2E-2'), circle('0.1234,-
1.00e-10 +10.5E-2')] <= [circle('10.1234,11.1e-1 +10.2E-2'), circle('0.1234,-1.00e-10 +10.5E-2')]", "r": null }, "t19": { "c": "[polygon('-1.2,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81'), polygon('9.9,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81')] != [polygon('-1.2,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81'), polygon('9.9,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81')]", "r": false }, "t20": { "c": "[polygon('-1.2,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81'), polygon('9.9,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81')] >= [polygon('-1.2,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81'), polygon('9.9,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81')]", "r": null } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.004.regexjson b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.004.regexjson
deleted file mode 100644
index 801b66a..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.004.regexjson
+++ /dev/null
@@ -1,22 +0,0 @@
-{
-"t1": { "c": "[tinyint('1'),tinyint('2')] = [tinyint('1'),tinyint('2')]", "r": true },
-"t2": { "c": "['a','b','c'] = ['a','b','c']", "r": true },
-"t3": { "c": "['A','b','c'] = ['a','b','c']", "r": false },
-"t4": { "c": "['a','b','c'] < ['a','b','d']", "r": true },
-"t5": { "c": "['blue', 'black', 'orange'] < ['purple', 'green']", "r": true },
-"t6": { "c": "['blue', 'black', 'orange'] > ['purple', 'green']", "r": false },
-"t7": { "c": "['blue', 'black', 'orange'] >= ['blue', 'black', 'orange']", "r": true },
-"t8": { "c": "[true] > [false]", "r": true },
-"t9": { "c": "[true, false, true] = [true, false, true]", "r": true },
-"t10": { "c": "[true, false, false] >= [true, true]", "r": false },
-"t11": { "c": "[point('23.22,30.50'), point('-13.22,30.50')] = [point('23.22,30.50'), point('-13.22,30.50')]", "r": true },
-"t12": { "c": "[point('23.22,30.50'), point('-13.22,30.50')] <= [point('23.22,30.50'), point('-13.22,30.50')]", "r": null },
-"t13": { "c": "[line('10.1234,11.1e-1 +10.2E-2,-11.22'), line('0.1234,-1.00e-10 +10.5E-2,-01.02')] != [line('10.1234,11.1e-1 +10.2E-2,-11.22'), line('0.1234,-1.00e-10 +10.5E-2,-01.02')]", "r": false },
-"t14": { "c": "[line('10.1234,11.1e-1 +10.2E-2,-11.22'), line('0.1234,-1.00e-10 +10.5E-2,-01.02')] > [line('10.1234,11.1e-1 +10.2E-2,-11.22'), line('0.1234,-1.00e-10 +10.5E-2,-01.02')]", "r": null },
-"t15": { "c": "[rectangle('5.1,11.8 87.6,15.6548'), rectangle('0.1234,-1.00e-10 5.5487,0.48765')] = [rectangle('5.1,11.8 87.6,15.6548'), rectangle('0.1234,-1.00e-10 5.5487,0.48765')]", "r": true },
-"t16": { "c": "[rectangle('5.1,11.8 87.6,15.6548'), rectangle('0.1234,-1.00e-10 5.5487,0.48765')] < [rectangle('5.1,11.8 87.6,15.6548'), rectangle('0.1234,-1.00e-10 5.5487,0.48765')]", "r": null },
-"t17": { "c": "[circle('10.1234,11.1e-1 +10.2E-2'), circle('0.1234,-1.00e-10 +10.5E-2')] = [circle('10.1234,11.1e-1 +10.2E-2'), circle('0.1234,-1.00e-10 +10.5E-2')]", "r": true },
-"t18": { "c": "[circle('10.1234,11.1e-1 +10.2E-2'), circle('0.1234,-1.00e-10 +10.5E-2')] <= [circle('10.1234,11.1e-1 +10.2E-2'), circle('0.1234,-1.00e-10 +10.5E-2')]", "r": null },
-"t19": { "c": "[polygon('-1.2,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81'), polygon('9.9,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81')] != [polygon('-1.2,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81'), polygon('9.9,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81')]", "r": false },
-"t20": { "c": "[polygon('-1.2,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81'), polygon('9.9,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81')] >= [polygon('-1.2,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81'), polygon('9.9,+1.3e2 -2.14E+5,2.15 -3.5e+2,03.6 -4.6E-3,+4.81')]", "r": null }
-}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.005.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.005.adm
new file mode 100644
index 0000000..808c41e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.005.adm
@@ -0,0 +1 @@
+{ "t1": { "c": "[point3d('44.0,13.0,41.0'), point3d('11.0,22.55,77.98')] = [point3d('44.0,13.0,41.0'), point3d('11.0,22.55,77.98')]", "r": true }, "t2": { "c": "[point3d('44.0,13.0,41.0'), point3d('11.0,22.55,77.98')] > [point3d('44.0,13.0,41.0'), point3d('11.0,22.55,77.98')]", "r": null }, "t3": { "c": "[duration('P100Y12MT12M'), duration('-PT20.943S')] = [duration('P100Y12MT12M'), duration('-PT20.943S')]", "r": true }, "t4": { "c": "[duration('P100Y12MT12M'), duration('-PT20.943S')] <= [duration('P100Y12MT12M'), duration('-PT20.943S')]", "r": null }, "t5": { "c": "[year_month_duration('P100Y'), year_month_duration('P200Y')] = [year_month_duration('P100Y'), year_month_duration('P200Y')]", "r": true }, "t6": { "c": "[year_month_duration('P100Y'), year_month_duration('P200Y')] < [year_month_duration('P150Y'), year_month_duration('P200Y')]", "r": true }, "t7": { "c": "[day_time_duration('PT30M'), day_time_duration('PT10M')] = [day_time_duration('PT30M'), day_time_duration('PT10M')]",
"r": true }, "t8": { "c": "[day_time_duration('PT40M'), day_time_duration('PT10M')] > [day_time_duration('PT30M'), day_time_duration('PT10M')]", "r": true }, "t9": { "c": "[interval(date('2013-01-01'), date('20130505')), interval(date('2012-01-01'), date('20130505'))] = [interval(date('2013-01-01'), date('20130505')), interval(date('2012-01-01'), date('20130505'))]", "r": true }, "t10": { "c": "[interval(date('2013-01-01'), date('20130505')), interval(date('2012-01-01'), date('20130505'))] < [interval(date('2013-01-01'), date('20130505')), interval(date('2012-01-01'), date('20130505'))]", "r": null }, "t11": { "c": "[date('2013-01-01'), date('2014-01-01')] < [date('2016-01-01'), date('2014-01-01')]", "r": true }, "t12": { "c": "[time('12:12:12.039Z'), time('10:12:12.039Z')] > [time('11:12:12.039Z'), time('10:12:12.039Z')]", "r": true }, "t13": { "c": "[datetime('2013-01-01T12:12:12.039Z'), datetime('-19700101T000000000-0800')] = [datetime('2013-01-01T12:12:12.039Z'), datetime('-1970
0101T000000000-0800')]", "r": true } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.005.regexjson b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.005.regexjson
deleted file mode 100644
index d0b75ac..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.005.regexjson
+++ /dev/null
@@ -1,15 +0,0 @@
-{
-"t1": { "c": "[point3d('44.0,13.0,41.0'), point3d('11.0,22.55,77.98')] = [point3d('44.0,13.0,41.0'), point3d('11.0,22.55,77.98')]", "r": true },
-"t2": { "c": "[point3d('44.0,13.0,41.0'), point3d('11.0,22.55,77.98')] > [point3d('44.0,13.0,41.0'), point3d('11.0,22.55,77.98')]", "r": null },
-"t3": { "c": "[duration('P100Y12MT12M'), duration('-PT20.943S')] = [duration('P100Y12MT12M'), duration('-PT20.943S')]", "r": true },
-"t4": { "c": "[duration('P100Y12MT12M'), duration('-PT20.943S')] <= [duration('P100Y12MT12M'), duration('-PT20.943S')]", "r": null },
-"t5": { "c": "[year_month_duration('P100Y'), year_month_duration('P200Y')] = [year_month_duration('P100Y'), year_month_duration('P200Y')]", "r": true },
-"t6": { "c": "[year_month_duration('P100Y'), year_month_duration('P200Y')] < [year_month_duration('P150Y'), year_month_duration('P200Y')]", "r": true },
-"t7": { "c": "[day_time_duration('PT30M'), day_time_duration('PT10M')] = [day_time_duration('PT30M'), day_time_duration('PT10M')]", "r": true },
-"t8": { "c": "[day_time_duration('PT40M'), day_time_duration('PT10M')] > [day_time_duration('PT30M'), day_time_duration('PT10M')]", "r": true },
-"t9": { "c": "[interval(date('2013-01-01'), date('20130505')), interval(date('2012-01-01'), date('20130505'))] = [interval(date('2013-01-01'), date('20130505')), interval(date('2012-01-01'), date('20130505'))]", "r": true },
-"t10": { "c": "[interval(date('2013-01-01'), date('20130505')), interval(date('2012-01-01'), date('20130505'))] < [interval(date('2013-01-01'), date('20130505')), interval(date('2012-01-01'), date('20130505'))]", "r": null },
-"t11": { "c": "[date('2013-01-01'), date('2014-01-01')] < [date('2016-01-01'), date('2014-01-01')]", "r": true },
-"t12": { "c": "[time('12:12:12.039Z'), time('10:12:12.039Z')] > [time('11:12:12.039Z'), time('10:12:12.039Z')]", "r": true },
-"t13": { "c": "[datetime('2013-01-01T12:12:12.039Z'), datetime('-19700101T000000000-0800')] = [datetime('2013-01-01T12:12:12.039Z'), datetime('-19700101T000000000-0800')]", "r": true }
-}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.006.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.006.adm
new file mode 100644
index 0000000..aa0f3d5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.006.adm
@@ -0,0 +1 @@
+{ "t1": { "c": "[smallint('23'), 2] = [23, float('2')]", "r": true }, "t2": { "c": "['green', 2, date('2013-01-01'), 'blue'] = ['green', double('2'), date('2013-01-01'), 'blue']", "r": true }, "t3": { "c": "[1,point('23.22,30.50'), 3] < [1,point('23.22,30.50'),4]", "r": null }, "t4": { "c": "['black', int('4'), float('3.3')] > ['black', bigint('4')]", "r": true }, "t5": { "c": "['joe',3] > [7,'james']", "r": null }, "t6": { "c": "[] = []", "r": true }, "t7": { "c": "[] != []", "r": false }, "t8": { "c": "[] > []", "r": false }, "t9": { "c": "[] < []", "r": false }, "t10": { "c": "[] < [1,3]", "r": true }, "t11": { "c": "[] > [1,3]", "r": false }, "t12": { "c": "[8] = 8", "r": null }, "t13": { "c": "[1,point('23.22,30.50'), 3] = [1,point('23.22,30.50'),3]", "r": true }, "t14": { "c": "[true, 'steve', 12.0] != [1, 'mat']", "r": null } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.006.regexjson b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.006.regexjson
deleted file mode 100644
index 670679d..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.006.regexjson
+++ /dev/null
@@ -1,16 +0,0 @@
-{
-"t1": { "c": "[smallint('23'), 2] = [23, float('2')]", "r": true },
-"t2": { "c": "['green', 2, date('2013-01-01'), 'blue'] = ['green', double('2'), date('2013-01-01'), 'blue']", "r": true },
-"t3": { "c": "[1,point('23.22,30.50'), 3] < [1,point('23.22,30.50'),4]", "r": null },
-"t4": { "c": "['black', int('4'), float('3.3')] > ['black', bigint('4')]", "r": true },
-"t5": { "c": "['joe',3] > [7,'james']", "r": null },
-"t6": { "c": "[] = []", "r": true },
-"t7": { "c": "[] != []", "r": false },
-"t8": { "c": "[] > []", "r": false },
-"t9": { "c": "[] < []", "r": false },
-"t10": { "c": "[] < [1,3]", "r": true },
-"t11": { "c": "[] > [1,3]", "r": false },
-"t12": { "c": "[8] = 8", "r": null },
-"t13": { "c": "[1,point('23.22,30.50'), 3] = [1,point('23.22,30.50'),3]", "r": true },
-"t14": { "c": "[true, 'steve', 12.0] != [1, 'mat']", "r": null }
-}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.007.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.007.adm
new file mode 100644
index 0000000..d386253
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.007.adm
@@ -0,0 +1 @@
+{ "t1": { "c": "[[1.0,4], [5,9,11,14]] = [[1.0,4], [5,9,11,14]]", "r": true }, "t2": { "c": "[[5,2,7], ['green','black'], [date('2013-01-01')]] = [[5,2,7], ['green','black'], [date('2013-01-01')]]", "r": true }, "t3": { "c": "[['white','yellow','brown'], 6] != [['white','yellow','brown'], double('6')]", "r": false }, "t4": { "c": "[['white','yellow','brown'], 6] != [double('6'), ['white','yellow','brown']]", "r": null }, "t5": { "c": "[ [[1,2,3], 'gold', ['sql++', 5]], [tinyint('4'), tinyint('5')], smallint('2')] > [ [[1,2,3], 'gold', ['sql++', 5]], [bigint('4'), int('5')], double('0.2')]", "r": true }, "t6": { "c": "[[[1,2], 99], 77] <= [[['flute',2], 99], 77]", "r": null }, "t7": { "c": "[[[1,2], 99], 77] <= [[[missing,2], 99], 77]" }, "t8": { "c": "[5, [8,1], [[0, 4], 'b']] > [5, [8,1], [[0, 4], 'a', 'c']]", "r": true }, "t9": { "c": "[[1, null], 9] = [[1, 2], 9]", "r": null }, "t10": { "c": "[[1, null], 9] = [[1, 2], 99]", "r": false }, "t11": { "c": "[[1, null], 9] < [[1, 2], 9
]", "r": null }, "t12": { "c": "[[1, null], 9] < [[1, 2], 99]", "r": null }, "t13": { "c": "[[1, null], 9] > [[1, 2], 9]", "r": null }, "t14": { "c": "[[1, null], 9] > [[1, 2], 99]", "r": null }, "t15": { "c": "[1,2] = {{1,2}}", "r": null }, "t16": { "c": "{'id':99, 'name':'sam'} != [99, 'sam']", "r": null }, "t17": { "c": "[[1, 'string'], 9] = [[1, 2], 9]", "r": null }, "t18": { "c": "[[1, 'string'], 9] = [[1, 2], 99]", "r": null }, "t19": { "c": "[[1, 'string'], 9] < [[1, 2], 9]", "r": null }, "t20": { "c": "[[1, 'string'], 9] < [[1, 2], 99]", "r": null }, "t21": { "c": "[[1, 'string'], 9] > [[1, 2], 9]", "r": null }, "t22": { "c": "[[1, 'string'], 9] > [[1, 2], 99]", "r": null } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.007.regexjson b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.007.regexjson
deleted file mode 100644
index 07a679b..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.007.regexjson
+++ /dev/null
@@ -1,24 +0,0 @@
-{
-"t1": { "c": "[[1.0,4], [5,9,11,14]] = [[1.0,4], [5,9,11,14]]", "r": true },
-"t2": { "c": "[[5,2,7], ['green','black'], [date('2013-01-01')]] = [[5,2,7], ['green','black'], [date('2013-01-01')]]", "r": true },
-"t3": { "c": "[['white','yellow','brown'], 6] != [['white','yellow','brown'], double('6')]", "r": false },
-"t4": { "c": "[['white','yellow','brown'], 6] != [double('6'), ['white','yellow','brown']]", "r": null },
-"t5": { "c": "[ [[1,2,3], 'gold', ['sql++', 5]], [tinyint('4'), tinyint('5')], smallint('2')] > [ [[1,2,3], 'gold', ['sql++', 5]], [bigint('4'), int('5')], double('0.2')]", "r": true },
-"t6": { "c": "[[[1,2], 99], 77] <= [[['flute',2], 99], 77]", "r": null },
-"t7": { "c": "[[[1,2], 99], 77] <= [[[missing,2], 99], 77]" },
-"t8": { "c": "[5, [8,1], [[0, 4], 'b']] > [5, [8,1], [[0, 4], 'a', 'c']]", "r": true },
-"t9": { "c": "[[1, null], 9] = [[1, 2], 9]", "r": null },
-"t10": { "c": "[[1, null], 9] = [[1, 2], 99]", "r": false },
-"t11": { "c": "[[1, null], 9] < [[1, 2], 9]", "r": null },
-"t12": { "c": "[[1, null], 9] < [[1, 2], 99]", "r": null },
-"t13": { "c": "[[1, null], 9] > [[1, 2], 9]", "r": null },
-"t14": { "c": "[[1, null], 9] > [[1, 2], 99]", "r": null },
-"t15": { "c": "[1,2] = {{1,2}}", "r": null },
-"t16": { "c": "{'id':99, 'name':'sam'} != [99, 'sam']", "r": null },
-"t17": { "c": "[[1, 'string'], 9] = [[1, 2], 9]", "r": null },
-"t18": { "c": "[[1, 'string'], 9] = [[1, 2], 99]", "r": null },
-"t19": { "c": "[[1, 'string'], 9] < [[1, 2], 9]", "r": null },
-"t20": { "c": "[[1, 'string'], 9] < [[1, 2], 99]", "r": null },
-"t21": { "c": "[[1, 'string'], 9] > [[1, 2], 9]", "r": null },
-"t22": { "c": "[[1, 'string'], 9] > [[1, 2], 99]", "r": null }
-}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.020.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.020.adm
new file mode 100644
index 0000000..7b82038
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.020.adm
@@ -0,0 +1 @@
+{ "t1": { "c": "[0,1] = [double('0'), float('1')]", "r": true }, "t2": { "c": "[-0, -1] = [float('-0'), -1]", "r": false }, "t3": { "c": "[double('INF')] > [0]", "r": true }, "t4": { "c": "[double('-INF')] < [0]", "r": true }, "t5": { "c": "[double('INF')] > [-0]", "r": true }, "t6": { "c": "[double('-INF')] < [-0]", "r": true }, "t7": { "c": "[double('INF')] > [double('-0')]", "r": true }, "t8": { "c": "[double('-INF')] < [double('-0')]", "r": true }, "t9": { "c": "[double('NaN')] > [0]", "r": true }, "t10": { "c": "[double('NaN')] < [0]", "r": false }, "t11": { "c": "[double('NaN')] > [-0]", "r": true }, "t12": { "c": "[double('NaN')] < [-0]", "r": false }, "t13": { "c": "[double('NaN')] > [double('-0')]", "r": true }, "t14": { "c": "[double('NaN')] < [double('-0')]", "r": false }, "t15": { "c": "[double('-INF')] < [double('INF')]", "r": true }, "t16": { "c": "[double('INF')] > [double('NaN')]", "r": false }, "t17": { "c": "[double('-INF')] < [double('NaN')]", "r": true } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.020.regexjson b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.020.regexjson
deleted file mode 100644
index 5de56c3..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.020.regexjson
+++ /dev/null
@@ -1,19 +0,0 @@
-{
-"t1": { "c": "[0,1] = [double('0'), float('1')]", "r": true },
-"t2": { "c": "[-0, -1] = [float('-0'), -1]", "r": false },
-"t3": { "c": "[double('INF')] > [0]", "r": true },
-"t4": { "c": "[double('-INF')] < [0]", "r": true },
-"t5": { "c": "[double('INF')] > [-0]", "r": true },
-"t6": { "c": "[double('-INF')] < [-0]", "r": true },
-"t7": { "c": "[double('INF')] > [double('-0')]", "r": true },
-"t8": { "c": "[double('-INF')] < [double('-0')]", "r": true },
-"t9": { "c": "[double('NaN')] > [0]", "r": true },
-"t10": { "c": "[double('NaN')] < [0]", "r": false },
-"t11": { "c": "[double('NaN')] > [-0]", "r": true },
-"t12": { "c": "[double('NaN')] < [-0]", "r": false },
-"t13": { "c": "[double('NaN')] > [double('-0')]", "r": true },
-"t14": { "c": "[double('NaN')] < [double('-0')]", "r": false },
-"t15": { "c": "[double('-INF')] < [double('INF')]", "r": true },
-"t16": { "c": "[double('INF')] > [double('NaN')]", "r": false },
-"t17": { "c": "[double('-INF')] < [double('NaN')]", "r": true }
-}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.021.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.021.adm
new file mode 100644
index 0000000..55b9648
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.021.adm
@@ -0,0 +1 @@
+{ "t1": { "c": "[9,2] = null", "r": null }, "t2": { "c": "[9,2] = missing" }, "t3": { "c": "[9,2] > null", "r": null }, "t4": { "c": "[9,2] > missing" }, "t5": { "c": "['red', null] < ['red', null]", "r": null }, "t6": { "c": "[missing,2] < [null,3]" }, "t7": { "c": "[1,2] < [1,2,missing]", "r": true }, "t8": { "c": "[1,2] < [1,2,null]", "r": true }, "t9": { "c": "[null,5] >= [null,5]", "r": null }, "t10": { "c": "[null,8] < [4, 9]", "r": null }, "t11": { "c": "[1,2,missing] != [1,2,missing]" }, "t12": { "c": "[null,1] = [1,1,3]", "r": false }, "t13": { "c": "[null,1] != [1,1,3]", "r": true }, "t14": { "c": "[null,1] > [1,1,3]", "r": null }, "t15": { "c": "[null, null, null] = [null, null, null]", "r": null }, "t16": { "c": "[missing, missing] = [missing, missing]" }, "t17": { "c": "[99, null, 3] = [1, 2, 3]", "r": false }, "t18": { "c": "[1, null, 3] = [1, 2, 3]", "r": null }, "t19": { "c": "[1, missing, 3] = [1, 2, 3]" }, "t20": { "c": "[1, null, missing, 4] = [1, 2, 3, 4]" }, "t2
1": { "c": "[1, null, missing, null, 5] = [1, 2, 3, 4, 5]" }, "t22": { "c": "[1, missing, null, missing, 5] = [1, 2, 3, 4, 5]" }, "t23": { "c": "[1, null, 3] = [1, 2, 99]", "r": false }, "t24": { "c": "[1, missing, 3] = [1, 2, 99]", "r": false }, "t25": { "c": "[1, null, missing, 4] = [1, 2, 3, 99]", "r": false }, "t26": { "c": "[1, null, missing, null, 5] = [1, 2, 3, 4, 99]", "r": false }, "t27": { "c": "[1, missing, null, missing, 5] = [1, 2, 3, 4, 99]", "r": false }, "t28": { "c": "[1, null, 3] != [1, 2, 3]", "r": null }, "t29": { "c": "[1, missing, 3] != [1, 2, 3]" }, "t30": { "c": "[1, null, missing, 4] != [1, 2, 3, 4]" }, "t31": { "c": "[1, null, 3] != [1, 2, 99]", "r": true }, "t32": { "c": "[1, missing, 3] != [1, 2, 99]", "r": true }, "t33": { "c": "[1, null, missing, 4] != [1, 2, 3, 99]", "r": true }, "t34": { "c": "[1, null, 3] < [1, 2, 3]", "r": null }, "t35": { "c": "[1, missing, 3] < [1, 2, 3]" }, "t36": { "c": "[1, null, missing, 4] < [1, 2, 3, 4]" }, "t37": { "c": "[1
, missing, null, 4] < [1, 2, 3, 4]" }, "t38": { "c": "[1, null, 3] < [1, 2, 99]", "r": null }, "t39": { "c": "[1, missing, 3] < [1, 2, 99]" }, "t40": { "c": "[1, null, 99] < [1, 2, 3]", "r": null }, "t41": { "c": "[1, missing, 99] < [1, 2, 3]" }, "t42": { "c": "[99, null, 3] < [1, 2, 3]", "r": false }, "t43": { "c": "[-99, null, 3] < [1, 2, 3]", "r": true }, "t44": { "c": "[99, null, 3] >= [1, 2, 3]", "r": true }, "t45": { "c": "[-99, null, 3] >= [1, 2, 3]", "r": false } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.021.regexjson b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.021.regexjson
deleted file mode 100644
index 98ff30e..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.021.regexjson
+++ /dev/null
@@ -1,47 +0,0 @@
-{
-"t1": { "c": "[9,2] = null", "r": null },
-"t2": { "c": "[9,2] = missing" },
-"t3": { "c": "[9,2] > null", "r": null },
-"t4": { "c": "[9,2] > missing" },
-"t5": { "c": "['red', null] < ['red', null]", "r": null },
-"t6": { "c": "[missing,2] < [null,3]" },
-"t7": { "c": "[1,2] < [1,2,missing]", "r": true },
-"t8": { "c": "[1,2] < [1,2,null]", "r": true },
-"t9": { "c": "[null,5] >= [null,5]", "r": null },
-"t10": { "c": "[null,8] < [4, 9]", "r": null },
-"t11": { "c": "[1,2,missing] != [1,2,missing]" },
-"t12": { "c": "[null,1] = [1,1,3]", "r": false },
-"t13": { "c": "[null,1] != [1,1,3]", "r": true },
-"t14": { "c": "[null,1] > [1,1,3]", "r": null },
-"t15": { "c": "[null, null, null] = [null, null, null]", "r": null },
-"t16": { "c": "[missing, missing] = [missing, missing]" },
-"t17": { "c": "[99, null, 3] = [1, 2, 3]", "r": false },
-"t18": { "c": "[1, null, 3] = [1, 2, 3]", "r": null },
-"t19": { "c": "[1, missing, 3] = [1, 2, 3]" },
-"t20": { "c": "[1, null, missing, 4] = [1, 2, 3, 4]" },
-"t21": { "c": "[1, null, missing, null, 5] = [1, 2, 3, 4, 5]" },
-"t22": { "c": "[1, missing, null, missing, 5] = [1, 2, 3, 4, 5]" },
-"t23": { "c": "[1, null, 3] = [1, 2, 99]", "r": false },
-"t24": { "c": "[1, missing, 3] = [1, 2, 99]", "r": false },
-"t25": { "c": "[1, null, missing, 4] = [1, 2, 3, 99]", "r": false },
-"t26": { "c": "[1, null, missing, null, 5] = [1, 2, 3, 4, 99]", "r": false },
-"t27": { "c": "[1, missing, null, missing, 5] = [1, 2, 3, 4, 99]", "r": false },
-"t28": { "c": "[1, null, 3] != [1, 2, 3]", "r": null },
-"t29": { "c": "[1, missing, 3] != [1, 2, 3]" },
-"t30": { "c": "[1, null, missing, 4] != [1, 2, 3, 4]" },
-"t31": { "c": "[1, null, 3] != [1, 2, 99]", "r": true },
-"t32": { "c": "[1, missing, 3] != [1, 2, 99]", "r": true },
-"t33": { "c": "[1, null, missing, 4] != [1, 2, 3, 99]", "r": true },
-"t34": { "c": "[1, null, 3] < [1, 2, 3]", "r": null },
-"t35": { "c": "[1, missing, 3] < [1, 2, 3]" },
-"t36": { "c": "[1, null, missing, 4] < [1, 2, 3, 4]" },
-"t37": { "c": "[1, missing, null, 4] < [1, 2, 3, 4]" },
-"t38": { "c": "[1, null, 3] < [1, 2, 99]", "r": null },
-"t39": { "c": "[1, missing, 3] < [1, 2, 99]" },
-"t40": { "c": "[1, null, 99] < [1, 2, 3]", "r": null },
-"t41": { "c": "[1, missing, 99] < [1, 2, 3]" },
-"t42": { "c": "[99, null, 3] < [1, 2, 3]", "r": false },
-"t43": { "c": "[-99, null, 3] < [1, 2, 3]", "r": true },
-"t44": { "c": "[99, null, 3] >= [1, 2, 3]", "r": true },
-"t45": { "c": "[-99, null, 3] >= [1, 2, 3]", "r": false }
-}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.022.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.022.adm
new file mode 100644
index 0000000..9fc20b1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.022.adm
@@ -0,0 +1 @@
+{ "t1": { "c": "[1, 'string'] != [2, 9]", "r": null }, "t2": { "c": "[1, 'string'] > [2, 9]", "r": null }, "t3": { "c": "[9, {'id': 2}] < [1, {'id': 3}]", "r": null }, "t4": { "c": "[1, 2] = ['string', 2, 3, 4]", "r": null }, "t5": { "c": "[null, 2, 3, 4, 5] = [1, 2]", "r": false }, "t6": { "c": "[1, null, 3] = [1, 2, 'string']", "r": null }, "t7": { "c": "[1, null] = [2, 5]", "r": false }, "t8": { "c": "[1, null, 3, 7] = [1, 2, 9, 5]", "r": false }, "t9": { "c": "[null, 'string'] < [1, 2]", "r": null }, "t10": { "c": "[missing, 'string'] < [1, 2]", "r": null }, "t12": { "c": "[null, {'id':3}] < [2, {'id': 4}]", "r": null }, "t13": { "c": "[null, {'id':3}, 8] < [2, {'id': 4}, 9]", "r": null }, "t14": { "c": "[88, [7, 1], [['string', 44]]] > [3, [-2, -3], [[5, 4]]]", "r": null }, "t15": { "c": "[88, null, [['string', 44]]] > [3, [-2, -3], [[5, 4]]]", "r": null }, "t16": { "c": "[88, missing, [['string', 44]]] > [3, [-2, -3], [[5, 4]]]", "r": null }, "t17": { "c": "[null, 88, [['strin
g', 44]]] > [3, 8, [[5, 4]]]", "r": null }, "t18": { "c": "[null, missing, 88, [['string', 44]]] > [3, 5, 8, [[5, 4]]]", "r": null }, "t19": { "c": "[88, [7, 1], [[-1, -44]]] > [3, [-2, -3], [[5, 4]]]", "r": true }, "t20": { "c": "[88, null, [[-1, -44]]] > [3, [-2, -3], [[5, 4]]]", "r": true }, "t21": { "c": "[88, missing, [[-1, -44]]] > [3, [-2, -3], [[5, 4]]]", "r": true }, "t22": { "c": "[null, 88, [[-1, -44]]] > [3, 8, [[5, 4]]]", "r": null }, "t23": { "c": "[null, missing, 88, [[-1, -44]]] > [3, 5, 8, [[5, 4]]]" }, "t24": { "c": "[missing, null, 88, [[-1, -44]]] > [3, 5, 8, [[5, 4]]]" }, "t25": { "c": "[1, null, 9, missing] < [1, 2, 3, 4]", "r": null }, "t26": { "c": "[1, null, 3, missing] < [1, 2, 3, 4]" }, "t27": { "c": "[1, null, missing, 4] < [1, 2, 3, 4]" }, "t28": { "c": "[1, null, missing, 9] < [1, 2, 3, 4]" }, "t29": { "c": "[1, null, 9, missing] = [1, 2, 3, 4]", "r": false }, "t30": { "c": "[1, null, 3, missing] = [1, 2, 3, 4]" }, "t31": { "c": "[1, null, missing, 4] =
[1, 2, 3, 4]" }, "t32": { "c": "[1, null, missing, 9] = [1, 2, 3, 4]", "r": false } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.022.regexjson b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.022.regexjson
deleted file mode 100644
index 3e158ee..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/arrays/arrays.022.regexjson
+++ /dev/null
@@ -1,33 +0,0 @@
-{
-"t1": { "c": "[1, 'string'] != [2, 9]", "r": null },
-"t2": { "c": "[1, 'string'] > [2, 9]", "r": null },
-"t3": { "c": "[9, {'id': 2}] < [1, {'id': 3}]", "r": null },
-"t4": { "c": "[1, 2] = ['string', 2, 3, 4]", "r": null },
-"t5": { "c": "[null, 2, 3, 4, 5] = [1, 2]", "r": false },
-"t6": { "c": "[1, null, 3] = [1, 2, 'string']", "r": null },
-"t7": { "c": "[1, null] = [2, 5]", "r": false },
-"t8": { "c": "[1, null, 3, 7] = [1, 2, 9, 5]", "r": false },
-"t9": { "c": "[null, 'string'] < [1, 2]", "r": null },
-"t10": { "c": "[missing, 'string'] < [1, 2]", "r": null },
-"t12": { "c": "[null, {'id':3}] < [2, {'id': 4}]", "r": null },
-"t13": { "c": "[null, {'id':3}, 8] < [2, {'id': 4}, 9]", "r": null },
-"t14": { "c": "[88, [7, 1], [['string', 44]]] > [3, [-2, -3], [[5, 4]]]", "r": null },
-"t15": { "c": "[88, null, [['string', 44]]] > [3, [-2, -3], [[5, 4]]]", "r": null },
-"t16": { "c": "[88, missing, [['string', 44]]] > [3, [-2, -3], [[5, 4]]]", "r": null },
-"t17": { "c": "[null, 88, [['string', 44]]] > [3, 8, [[5, 4]]]", "r": null },
-"t18": { "c": "[null, missing, 88, [['string', 44]]] > [3, 5, 8, [[5, 4]]]", "r": null },
-"t19": { "c": "[88, [7, 1], [[-1, -44]]] > [3, [-2, -3], [[5, 4]]]", "r": true },
-"t20": { "c": "[88, null, [[-1, -44]]] > [3, [-2, -3], [[5, 4]]]", "r": true },
-"t21": { "c": "[88, missing, [[-1, -44]]] > [3, [-2, -3], [[5, 4]]]", "r": true },
-"t22": { "c": "[null, 88, [[-1, -44]]] > [3, 8, [[5, 4]]]", "r": null },
-"t23": { "c": "[null, missing, 88, [[-1, -44]]] > [3, 5, 8, [[5, 4]]]" },
-"t24": { "c": "[missing, null, 88, [[-1, -44]]] > [3, 5, 8, [[5, 4]]]" },
-"t25": {"c": "[1, null, 9, missing] < [1, 2, 3, 4]", "r": null },
-"t26": {"c": "[1, null, 3, missing] < [1, 2, 3, 4]"},
-"t27": {"c": "[1, null, missing, 4] < [1, 2, 3, 4]"},
-"t28": {"c": "[1, null, missing, 9] < [1, 2, 3, 4]"},
-"t29": {"c": "[1, null, 9, missing] = [1, 2, 3, 4]", "r": false},
-"t30": {"c": "[1, null, 3, missing] = [1, 2, 3, 4]"},
-"t31": {"c": "[1, null, missing, 4] = [1, 2, 3, 4]"},
-"t32": {"c": "[1, null, missing, 9] = [1, 2, 3, 4]", "r": false}
-}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.003.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.003.adm
new file mode 100644
index 0000000..f09ce32
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.003.adm
@@ -0,0 +1 @@
+{ "t1": { "c": "{'name': 'john', 'id': 231} = {'name': 'john', 'id': 231}", "r": true }, "t2": { "c": "{'name': 'john', 'id': 231} != {'name': 'john', 'id': 231}", "r": false }, "t3": { "c": "{'name': 'david', 'id': 34.2} = {'id': 34.2, 'name': 'david'}", "r": true }, "t4": { "c": "{'name': 'david', 'id': 34.2} != {'id': 34.2, 'name': 'david'}", "r": false }, "t5": { "c": "{'name': 'henry', 'id': 111} = {'name': 'henry'}", "r": false }, "t6": { "c": "{'a': 1, 'b': 2} = {'c': 3, 'd': 4}", "r": false }, "t7": { "c": "{'aa': 11, 'bb': 22} = {'bb': 22, 'cc': 33}", "r": false }, "t8": { "c": "{'aa': 33, 'bb': missing} != {'aa': 33}", "r": false }, "t9": { "c": "{'bb': missing, 'a_a': 9} = {'a_a': 9}", "r": true }, "t10": { "c": "{'kk': missing, 'aa': 22, 'jj': 'foo'} = {'jj': 'foo', 'dd': missing, 'aa': 22}", "r": true }, "t11": { "c": "{'dept_ids': [3,1,5], 'manager': {'name': 'mike', 'id': 987}, 'salary': 32.2, 'employees': [{'name': 'seth', 'id': 22}, {'name': 'dave'}]} = {'salary': 3
2.2, 'dept_ids': [3,1,5], 'employees': [{'name': 'seth', 'id': 22}, {'name': 'dave'}], 'manager': {'name': 'mike', 'id': 987}}", "r": true }, "t12": { "c": "{'f1': [5,6,1], 'f2': [9,2,8]} != {'f1': [5,6,1], 'f2': [8,9,2]}", "r": true }, "t13": { "c": "{'f1': 44, 'f2': 99} = {'f2': 44, 'f1': 99}", "r": false }, "t14": { "c": "{'f1': 33, 'F2': 77} = {'f1': 33, 'f2': 77}", "r": false }, "t15": { "c": "{'f1': 12, 'f2': 34, 'F2': 56} = {'f1': 12, 'F2': 56, 'f2': 34}", "r": true }, "t16": { "c": "{} = {}", "r": true }, "t17": { "c": "{'a': missing, 'c': missing} = {'b': missing}", "r": true }, "t18": { "c": "{'a': 22, 'b': 'john'} != {}", "r": true }, "t19": { "c": "{} != {'a': 22, 'b': 'john'}", "r": true }, "t20": { "c": "{'yy': float('5'), 'zz': tinyint('8')} = {'yy': 5, 'zz': double('8')}", "r": true } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.004.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.004.adm
new file mode 100644
index 0000000..209061a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.004.adm
@@ -0,0 +1 @@
+{ "t1": { "c": "{'f1': [4, [5.4, {'id': 33, 'dept': 11}, {'label': 'foo', 'a': 3}], {'a1': 7, 'z1': 2}, 'str'], 'f2': 3, 'f3': {'n1': {'nn1': {'a': 9, 'b': 10}, 'nn2': {'a': 99, 'x': 14}}, 'n2': {'a': 3, 'b': 5}} } = {'f1': [4, [5.4, {'id': 33, 'dept': 11}, {'a': 3, 'label': 'foo'}], {'a1': 7, 'z1': 2}, 'str'], 'f3': {'n1': {'nn1': {'a': 9, 'b': 10}, 'nn2': {'a': 99, 'x': 14}}, 'n2': {'a': 3, 'b': 5}},'f2': 3 }", "r": true }, "t2": { "c": "{'a': 2, 'b': 4} < {'a': 88, 'b': 99}", "r": null }, "t3": { "c": "[99, {'id': 33, 'a': 'z'}] < [1, {'id': 44, 'a': 'x'}]", "r": null }, "t4": { "c": "{'a': 3, 'j': 6} = {'m': 2, 'a': 'str'}", "r": null }, "t5": { "c": "{'list': [1,2,4], 'f': 4} != {'f': 3, 'list': [1,'str']}", "r": null } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.005.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.005.adm
new file mode 100644
index 0000000..4b7aac1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.005.adm
@@ -0,0 +1 @@
+{ "t1": { "c": "{'a': 2, 'b': null} = {'a': 2, 'b': 3}", "r": null }, "t2": { "c": "{'a': 2, 'b': missing} = {'a': 2, 'b': 3}", "r": false }, "t3": { "c": "{'list': [1, null], 'f': 3} = {'f': 3, 'list': [1, 2]}", "r": null }, "t4": { "c": "{'list': [1, missing], 'f': 3} = {'f': 3, 'list': [1, 2]}" }, "t5": { "c": "{'a': 4, 'b': null} = {'a': 2, 'b': 3}", "r": false } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.006.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.006.adm
new file mode 100644
index 0000000..af77f98
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.006.adm
@@ -0,0 +1,4 @@
+{ "id": 3, "subRec": { "name": "jones", "age": 105, "colors": [ "purple", "blue" ] } }
+{ "id": 4, "subRec": null }
+{ "id": 7, "subRec": { "name": "jones", "age": 105, "colors": [ "purple", "blue" ] } }
+{ "id": 8, "subRec": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.007.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.007.adm
new file mode 100644
index 0000000..dc0f8e5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.007.adm
@@ -0,0 +1,6 @@
+{ "id": 1, "subRec": { "name": "john", "age": 28, "colors": [ "green", "black", "orange" ] } }
+{ "id": 3, "subRec": { "name": "jones", "age": 105, "colors": [ "purple", "blue" ] } }
+{ "id": 5, "subRec": { "name": "mat", "age": 10, "colors": [ "yellow", "blue" ] } }
+{ "id": 6, "subRec": { "name": "jones", "age": 45, "colors": [ "purple", "blue" ] } }
+{ "id": 7, "subRec": { "name": "jones", "age": 105, "colors": [ "purple", "blue" ] } }
+{ "id": 9, "subRec": { "name": "mat", "age": 10, "colors": [ "blue", "yellow" ] } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.008.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.008.adm
new file mode 100644
index 0000000..8e48014
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.008.adm
@@ -0,0 +1,19 @@
+{ "id": 1, "subRec": { "name": "john", "age": 28, "colors": [ "green", "black", "orange" ] } }
+{ "id": 2, "subRec": { "name": "david", "age": 100, "colors": [ "white", "blue" ] } }
+{ "id": 3, "subRec": { "name": "jones", "age": 105, "colors": [ "purple", "blue" ] } }
+{ "id": 4, "subRec": null }
+{ "id": 5, "subRec": { "name": "mat", "age": 10, "colors": [ "yellow", "blue" ] } }
+{ "id": 6, "subRec": { "name": "jones", "age": 45, "colors": [ "purple", "blue" ] } }
+{ "id": 7, "subRec": { "name": "jones", "age": 105, "colors": [ "purple", "blue" ] } }
+{ "id": 8 }
+{ "id": 9, "subRec": { "name": "mat", "age": 10, "colors": [ "blue", "yellow" ] } }
+{ "id": 10 }
+{ "id": 11, "subRec": { "name": null, "age": 28, "colors": [ "green", "black", "orange" ] } }
+{ "id": 12, "subRec": { "name": "david", "age": "100", "colors": [ "white", "blue" ] } }
+{ "id": 13, "subRec": { "name": "jones", "age": 105, "colors": [ "purple", 3, "green" ] } }
+{ "id": 14, "subRec": null }
+{ "id": 15, "subRec": { "age": 28, "colors": [ "green", "black", "orange" ] } }
+{ "id": 16, "subRec": { "name": "john", "age": 28, "colors": [ null, "black", "orange" ] } }
+{ "id": 17, "subRec": { "name": "jones", "age": 45, "colors": [ "purple", "blue" ], "nested": { "x": 2, "y": "str" } } }
+{ "id": 18, "subRec": { "name": "john", "age": 28, "colors": [ "green", null, "orange" ] } }
+{ "id": 19, "subRec": { "name": "mat", "age": 10, "colors": [ "yellow", "blue" ], "extraF": 33 } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.009.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.009.adm
new file mode 100644
index 0000000..5f814d4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.009.adm
@@ -0,0 +1,10 @@
+{ "id": 1, "subRec": { "name": "john", "age": 28, "colors": [ "green", "black", "orange" ] } }
+{ "id": 4, "subRec": null }
+{ "id": 8 }
+{ "id": 10 }
+{ "id": 11, "subRec": { "name": null, "age": 28, "colors": [ "green", "black", "orange" ] } }
+{ "id": 12, "subRec": { "name": "david", "age": "100", "colors": [ "white", "blue" ] } }
+{ "id": 13, "subRec": { "name": "jones", "age": 105, "colors": [ "purple", 3, "green" ] } }
+{ "id": 14, "subRec": null }
+{ "id": 16, "subRec": { "name": "john", "age": 28, "colors": [ null, "black", "orange" ] } }
+{ "id": 18, "subRec": { "name": "john", "age": 28, "colors": [ "green", null, "orange" ] } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.010.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.010.adm
new file mode 100644
index 0000000..ea7e986
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.010.adm
@@ -0,0 +1 @@
+{ "id": 17, "subRec": { "name": "jones", "age": 45, "colors": [ "purple", "blue" ], "nested": { "x": 2, "y": "str" } } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.011.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.011.adm
new file mode 100644
index 0000000..4bf4154
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.011.adm
@@ -0,0 +1 @@
+{ "id": 15, "subRec": { "age": 28, "colors": [ "green", "black", "orange" ] } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.012.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.012.adm
new file mode 100644
index 0000000..6f13c73
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/records/records.012.adm
@@ -0,0 +1,17 @@
+{ "id": 1, "subRec": { "name": "john", "age": 28, "colors": [ "green", "black", "orange" ] } }
+{ "id": 2, "subRec": { "name": "david", "age": 100, "colors": [ "white", "blue" ] } }
+{ "id": 3, "subRec": { "name": "jones", "age": 105, "colors": [ "purple", "blue" ] } }
+{ "id": 4, "subRec": null }
+{ "id": 5, "subRec": { "name": "mat", "age": 10, "colors": [ "yellow", "blue" ] } }
+{ "id": 6, "subRec": { "name": "jones", "age": 45, "colors": [ "purple", "blue" ] } }
+{ "id": 7, "subRec": { "name": "jones", "age": 105, "colors": [ "purple", "blue" ] } }
+{ "id": 9, "subRec": { "name": "mat", "age": 10, "colors": [ "blue", "yellow" ] } }
+{ "id": 11, "subRec": { "name": null, "age": 28, "colors": [ "green", "black", "orange" ] } }
+{ "id": 12, "subRec": { "name": "david", "age": "100", "colors": [ "white", "blue" ] } }
+{ "id": 13, "subRec": { "name": "jones", "age": 105, "colors": [ "purple", 3, "green" ] } }
+{ "id": 14, "subRec": null }
+{ "id": 15, "subRec": { "age": 28, "colors": [ "green", "black", "orange" ] } }
+{ "id": 16, "subRec": { "name": "john", "age": 28, "colors": [ null, "black", "orange" ] } }
+{ "id": 17, "subRec": { "name": "jones", "age": 45, "colors": [ "purple", "blue" ], "nested": { "x": 2, "y": "str" } } }
+{ "id": 18, "subRec": { "name": "john", "age": 28, "colors": [ "green", null, "orange" ] } }
+{ "id": 19, "subRec": { "name": "mat", "age": 10, "colors": [ "yellow", "blue" ], "extraF": 33 } }
\ No newline at end of file
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/comparators/LogicalComplexBinaryComparator.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/comparators/LogicalComplexBinaryComparator.java
index a1c1faa..87d21da 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/comparators/LogicalComplexBinaryComparator.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/comparators/LogicalComplexBinaryComparator.java
@@ -18,14 +18,24 @@
*/
package org.apache.asterix.dataflow.data.nontagged.comparators;
+import static org.apache.asterix.om.types.ATypeTag.SERIALIZED_MISSING_TYPE_TAG;
+import static org.apache.asterix.om.types.ATypeTag.VALUE_TYPE_MAPPING;
+
import java.io.IOException;
+import java.util.BitSet;
+import java.util.List;
import org.apache.asterix.builders.AbvsBuilderFactory;
import org.apache.asterix.dataflow.data.common.ILogicalBinaryComparator;
import org.apache.asterix.dataflow.data.common.ListAccessorUtil;
+import org.apache.asterix.formats.nontagged.BinaryComparatorFactoryProvider;
import org.apache.asterix.om.base.IAObject;
+import org.apache.asterix.om.pointables.ARecordVisitablePointable;
+import org.apache.asterix.om.pointables.PointableAllocator;
import org.apache.asterix.om.pointables.base.DefaultOpenFieldType;
+import org.apache.asterix.om.pointables.base.IVisitablePointable;
import org.apache.asterix.om.typecomputer.impl.TypeComputeUtils;
+import org.apache.asterix.om.types.ARecordType;
import org.apache.asterix.om.types.ATypeTag;
import org.apache.asterix.om.types.AbstractCollectionType;
import org.apache.asterix.om.types.EnumDeserializer;
@@ -33,14 +43,18 @@
import org.apache.asterix.om.util.container.IObjectFactory;
import org.apache.asterix.om.util.container.IObjectPool;
import org.apache.asterix.om.util.container.ListObjectPool;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
import org.apache.hyracks.api.exceptions.HyracksDataException;
import org.apache.hyracks.data.std.api.IMutableValueStorage;
import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.api.IValueReference;
import org.apache.hyracks.data.std.primitive.VoidPointable;
import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.util.string.UTF8StringUtil;
public class LogicalComplexBinaryComparator implements ILogicalBinaryComparator {
+ private static final IObjectFactory<BitSet, Void> BIT_SET_FACTORY = (type) -> new BitSet();
private static final IObjectFactory<IPointable, Void> VOID_FACTORY = (type) -> new VoidPointable();
private final IAType leftType;
private final IAType rightType;
@@ -48,6 +62,10 @@
private final LogicalScalarBinaryComparator scalarComparator;
private final IObjectPool<IMutableValueStorage, ATypeTag> storageAllocator;
private final IObjectPool<IPointable, Void> voidPointableAllocator;
+ private final IObjectPool<BitSet, Void> bitSetAllocator;
+ private final PointableAllocator pointableAllocator;
+ private final IBinaryComparator utf8Comp;
+ private final StringBuilder builder;
public LogicalComplexBinaryComparator(IAType leftType, IAType rightType, boolean isEquality) {
this.leftType = leftType;
@@ -56,6 +74,10 @@
this.scalarComparator = new LogicalScalarBinaryComparator(isEquality);
storageAllocator = new ListObjectPool<>(new AbvsBuilderFactory());
voidPointableAllocator = new ListObjectPool<>(VOID_FACTORY);
+ bitSetAllocator = new ListObjectPool<>(BIT_SET_FACTORY);
+ pointableAllocator = new PointableAllocator();
+ utf8Comp = BinaryComparatorFactoryProvider.UTF8STRING_POINTABLE_INSTANCE.createBinaryComparator();
+ builder = new StringBuilder();
}
@Override
@@ -126,16 +148,24 @@
if (leftRuntimeTag != rightRuntimeTag) {
return Result.INCOMPARABLE;
}
+ IAType leftCompileType = TypeComputeUtils.getActualType(leftType);
+ if (leftCompileType.getTypeTag() == ATypeTag.ANY) {
+ leftCompileType = DefaultOpenFieldType.getDefaultOpenFieldType(leftRuntimeTag);
+ }
+ IAType rightCompileType = TypeComputeUtils.getActualType(rightType);
+ if (rightCompileType.getTypeTag() == ATypeTag.ANY) {
+ rightCompileType = DefaultOpenFieldType.getDefaultOpenFieldType(rightRuntimeTag);
+ }
switch (leftRuntimeTag) {
case MULTISET:
- return compareMultisets(leftType, leftRuntimeTag, leftBytes, leftStart, rightType, rightRuntimeTag,
- rightBytes, rightStart);
+ return compareMultisets(leftCompileType, leftRuntimeTag, leftBytes, leftStart, rightCompileType,
+ rightRuntimeTag, rightBytes, rightStart);
case ARRAY:
- return compareArrays(leftType, leftRuntimeTag, leftBytes, leftStart, rightType, rightRuntimeTag,
- rightBytes, rightStart);
+ return compareArrays(leftCompileType, leftRuntimeTag, leftBytes, leftStart, rightCompileType,
+ rightRuntimeTag, rightBytes, rightStart);
case OBJECT:
- return compareRecords(leftType, leftBytes, leftStart, leftLen, rightType, rightBytes, rightStart,
- rightLen);
+ return compareRecords(leftCompileType, leftBytes, leftStart, leftLen, rightCompileType, rightBytes,
+ rightStart, rightLen);
default:
return Result.NULL;
}
@@ -146,16 +176,8 @@
// reaching here, both left and right have to be arrays (should be enforced)
int leftNumItems = ListAccessorUtil.numberOfItems(leftBytes, leftStart);
int rightNumItems = ListAccessorUtil.numberOfItems(rightBytes, rightStart);
- IAType leftListCompileType = TypeComputeUtils.getActualType(leftType);
- if (leftListCompileType.getTypeTag() == ATypeTag.ANY) {
- leftListCompileType = DefaultOpenFieldType.getDefaultOpenFieldType(leftListTag);
- }
- IAType rightListCompileType = TypeComputeUtils.getActualType(rightType);
- if (rightListCompileType.getTypeTag() == ATypeTag.ANY) {
- rightListCompileType = DefaultOpenFieldType.getDefaultOpenFieldType(rightListTag);
- }
- IAType leftItemCompileType = ((AbstractCollectionType) leftListCompileType).getItemType();
- IAType rightItemCompileType = ((AbstractCollectionType) rightListCompileType).getItemType();
+ IAType leftItemCompileType = ((AbstractCollectionType) leftType).getItemType();
+ IAType rightItemCompileType = ((AbstractCollectionType) rightType).getItemType();
ATypeTag leftItemTag = leftItemCompileType.getTypeTag();
ATypeTag rightItemTag = rightItemCompileType.getTypeTag();
@@ -248,12 +270,143 @@
}
private Result compareRecords(IAType leftType, byte[] leftBytes, int leftStart, int leftLen, IAType rightType,
- byte[] rightBytes, int rightStart, int rightLen) {
- // TODO(ali): record comparison logic here
+ byte[] rightBytes, int rightStart, int rightLen) throws HyracksDataException {
// equality is the only operation defined for records
if (!isEquality) {
return Result.INCOMPARABLE;
}
- return Result.NULL;
+ ARecordType leftRecordType = (ARecordType) leftType;
+ ARecordType rightRecordType = (ARecordType) rightType;
+ ARecordVisitablePointable leftRecord = pointableAllocator.allocateRecordValue(leftRecordType);
+ ARecordVisitablePointable rightRecord = pointableAllocator.allocateRecordValue(rightRecordType);
+ // keeps track of the fields in the right record that have not been matched
+ BitSet notMatched = bitSetAllocator.allocate(null);
+ try {
+ leftRecord.set(leftBytes, leftStart, leftLen);
+ rightRecord.set(rightBytes, rightStart, rightLen);
+ List<IVisitablePointable> leftFieldValues = leftRecord.getFieldValues();
+ List<IVisitablePointable> leftFieldNames = leftRecord.getFieldNames();
+ List<IVisitablePointable> rightFieldValues = rightRecord.getFieldValues();
+ List<IVisitablePointable> rightFieldNames = rightRecord.getFieldNames();
+ IVisitablePointable leftFieldValue;
+ IVisitablePointable leftFieldName;
+ IVisitablePointable rightFieldValue;
+ IVisitablePointable rightFieldName;
+ int leftNumFields = leftFieldNames.size();
+ int rightNumFields = rightFieldNames.size();
+ IAType leftFieldType;
+ IAType rightFieldType;
+ ATypeTag leftFTag;
+ ATypeTag rightFTag;
+ Result tempCompResult;
+ Result unknownResult = null;
+ Result determiningResult = null;
+ String complexFieldName;
+ boolean foundFieldInRight;
+ boolean notEqual = false;
+ notMatched.set(0, rightNumFields);
+ for (int i = 0; i < leftNumFields; i++) {
+ leftFieldValue = leftFieldValues.get(i);
+ leftFTag = VALUE_TYPE_MAPPING[leftFieldValue.getByteArray()[leftFieldValue.getStartOffset()]];
+
+ // ignore if the field value is missing
+ if (leftFTag != ATypeTag.MISSING) {
+ foundFieldInRight = false;
+ leftFieldName = leftFieldNames.get(i);
+ for (int k = 0; k < rightNumFields; k++) {
+ rightFieldName = rightFieldNames.get(k);
+ if (notMatched.get(k) && equalNames(leftFieldName, rightFieldName)) {
+ notMatched.clear(k);
+ rightFieldValue = rightFieldValues.get(k);
+ rightFTag = VALUE_TYPE_MAPPING[rightFieldValue.getByteArray()[rightFieldValue
+ .getStartOffset()]];
+ // if right field has a missing value, ignore and flag the two records as not equal
+ if (rightFTag != ATypeTag.MISSING) {
+ foundFieldInRight = true;
+ if (leftFTag == ATypeTag.NULL || rightFTag == ATypeTag.NULL) {
+ tempCompResult = Result.NULL;
+ } else if (leftFTag.isDerivedType() && rightFTag.isDerivedType()) {
+ complexFieldName = getComplexFieldName(leftFieldName);
+ leftFieldType = getComplexFieldType(leftRecordType, complexFieldName, leftFTag);
+ rightFieldType = getComplexFieldType(rightRecordType, complexFieldName, rightFTag);
+ tempCompResult =
+ compareComplex(leftFieldType, leftFTag, leftFieldValue.getByteArray(),
+ leftFieldValue.getStartOffset(), leftFieldValue.getLength(),
+ rightFieldType, rightFTag, rightFieldValue.getByteArray(),
+ rightFieldValue.getStartOffset(), rightFieldValue.getLength());
+ } else {
+ tempCompResult = scalarComparator.compare(leftFieldValue.getByteArray(),
+ leftFieldValue.getStartOffset(), leftFieldValue.getLength(),
+ rightFieldValue.getByteArray(), rightFieldValue.getStartOffset(),
+ rightFieldValue.getLength());
+ }
+
+ if (tempCompResult == Result.INCOMPARABLE) {
+ return tempCompResult;
+ }
+ if (tempCompResult == Result.MISSING || tempCompResult == Result.NULL) {
+ if (unknownResult != Result.MISSING) {
+ unknownResult = tempCompResult;
+ }
+ } else if (tempCompResult != Result.EQ && determiningResult == null) {
+ determiningResult = tempCompResult;
+ }
+ }
+ break;
+ }
+ }
+ if (!foundFieldInRight) {
+ notEqual = true;
+ }
+ }
+ }
+
+ if (notEqual) {
+ // LT or GT does not make a difference since this is an answer to equality
+ return Result.LT;
+ }
+ // two fields with the same name but having different values
+ if (determiningResult != null) {
+ return determiningResult;
+ }
+ // check if there is a field in the right record that does not exist in left record
+ byte rightFieldTag;
+ for (int i = 0; i < rightNumFields; i++) {
+ rightFieldValue = rightFieldValues.get(i);
+ rightFieldTag = rightFieldValue.getByteArray()[rightFieldValue.getStartOffset()];
+ if (notMatched.get(i) && rightFieldTag != SERIALIZED_MISSING_TYPE_TAG) {
+ notEqual = true;
+ break;
+ }
+ }
+ if (notEqual) {
+ return Result.LT;
+ }
+ // reaching here means every field in the left record exists in the right and vice versa
+ if (unknownResult != null) {
+ return unknownResult;
+ }
+ return Result.EQ;
+ } finally {
+ pointableAllocator.freeRecord(rightRecord);
+ pointableAllocator.freeRecord(leftRecord);
+ bitSetAllocator.free(notMatched);
+ }
+ }
+
+ private IAType getComplexFieldType(ARecordType recordType, String fieldName, ATypeTag fieldRuntimeTag) {
+ IAType fieldType = recordType.getFieldType(fieldName);
+ return fieldType == null ? DefaultOpenFieldType.getDefaultOpenFieldType(fieldRuntimeTag) : fieldType;
+ }
+
+ private String getComplexFieldName(IValueReference fieldName) {
+ builder.setLength(0);
+ return UTF8StringUtil.toString(builder, fieldName.getByteArray(), fieldName.getStartOffset() + 1).toString();
+ }
+
+ private boolean equalNames(IValueReference fieldName1, IValueReference fieldName2) throws HyracksDataException {
+ // TODO(ali): refactor with PointableHelper and move it from runtime package
+ return utf8Comp.compare(fieldName1.getByteArray(), fieldName1.getStartOffset() + 1, fieldName1.getLength() - 1,
+ fieldName2.getByteArray(), fieldName2.getStartOffset() + 1, fieldName2.getLength() - 1) == 0;
}
}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/pointables/PointableAllocator.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/pointables/PointableAllocator.java
index 411f067..ecbfdae 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/pointables/PointableAllocator.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/pointables/PointableAllocator.java
@@ -134,6 +134,10 @@
return recordValueAllocator.allocate(type);
}
+ public void freeRecord(ARecordVisitablePointable instance) {
+ recordValueAllocator.free(instance);
+ }
+
public void reset() {
flatValueAllocator.reset();
recordValueAllocator.reset();
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/util/container/IObjectPool.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/util/container/IObjectPool.java
index a911c72..d80f716 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/util/container/IObjectPool.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/util/container/IObjectPool.java
@@ -31,12 +31,18 @@
* the argument to create E
* @return an E instance
*/
- public E allocate(T arg);
+ E allocate(T arg);
/**
* Mark all instances in the pool as unused
*/
- public void reset();
+ void reset();
+ /**
+ * Frees the argument element in the pool and makes it available again.
+ *
+ * @param element instance to free.
+ * @return true if the element is marked available in the pool. Otherwise, false.
+ */
boolean free(E element);
}
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Change in asterixdb[master]: [ASTERIXDB-2516][RT] add support for record deep comparison
Posted by "Wail Alkowaileet (Code Review)" <do...@asterixdb.incubator.apache.org>.
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Change subject: [ASTERIXDB-2516][RT] add support for record deep comparison
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https://asterix-gerrit.ics.uci.edu/#/c/3222/1/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/comparators/LogicalComplexBinaryComparator.java
File asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/comparators/LogicalComplexBinaryComparator.java:
PS1, Line 402: getComplexFieldName
You can use RuntimeRecordTypeInfo to get the type without deserializing the string each time
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Change in asterixdb[master]: [ASTERIXDB-2516][RT] add support for record deep comparison
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Change subject: [ASTERIXDB-2516][RT] add support for record deep comparison
......................................................................
Patch Set 1: Code-Review+1
(1 comment)
https://asterix-gerrit.ics.uci.edu/#/c/3222/1/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/comparators/LogicalComplexBinaryComparator.java
File asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/comparators/LogicalComplexBinaryComparator.java:
PS1, Line 402: getComplexFieldName
> You can use RuntimeRecordTypeInfo to get the type without deserializing the
I agree. We can do it in a follow up change.
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Change in asterixdb[master]: [ASTERIXDB-2516][RT] add support for record deep comparison
Posted by "Murtadha Hubail (Code Review)" <do...@asterixdb.incubator.apache.org>.
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Change subject: [ASTERIXDB-2516][RT] add support for record deep comparison
......................................................................
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(1 comment)
https://asterix-gerrit.ics.uci.edu/#/c/3222/1/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/comparators/LogicalComplexBinaryComparator.java
File asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/comparators/LogicalComplexBinaryComparator.java:
PS1, Line 272: compareRecords
The parameters could use some encapsulation and the implementation of this method needs refactoring to smaller parts, but that can be done on a subsequent change.
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Gerrit-Change-Id: I3e8bfbb014b86295749e980d123b0d3edf079beb
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Gerrit-Project: asterixdb
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Gerrit-Owner: Ali Alsuliman <al...@gmail.com>
Gerrit-Reviewer: Jenkins <je...@fulliautomatix.ics.uci.edu>
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Change in asterixdb[master]: [ASTERIXDB-2516][RT] add support for record deep comparison
Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.
Jenkins has posted comments on this change.
Change subject: [ASTERIXDB-2516][RT] add support for record deep comparison
......................................................................
Patch Set 1:
Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-stabilization-f69489-compat/547/ (13/16)
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Gerrit-Change-Id: I3e8bfbb014b86295749e980d123b0d3edf079beb
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Gerrit-Reviewer: Jenkins <je...@fulliautomatix.ics.uci.edu>
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