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Posted to issues@flink.apache.org by GitBox <gi...@apache.org> on 2021/03/17 12:53:36 UTC
[GitHub] [flink] lirui-apache opened a new pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
lirui-apache opened a new pull request #15253:
URL: https://github.com/apache/flink/pull/15253
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## What is the purpose of the change
To support DQL and DML in `HiveParser`.
## Brief change log
- Add operation for CREATE TABLE AS
- Add HiveDistribution to represent SORT/DISTRIBUTE/CLUSTER BY.
- Add `HiveParserCalcitePlanner` to generate RelNode plan for queries.
- Handle DQL and DML in HiveParser.
- Copied hive classes to support multiple hive versions.
## Verifying this change
Added and existing tests.
## Does this pull request potentially affect one of the following parts:
- Dependencies (does it add or upgrade a dependency): no
- The public API, i.e., is any changed class annotated with `@Public(Evolving)`: no
- The serializers: no
- The runtime per-record code paths (performance sensitive): no
- Anything that affects deployment or recovery: JobManager (and its components), Checkpointing, Kubernetes/Yarn/Mesos, ZooKeeper: no
- The S3 file system connector: no
## Documentation
- Does this pull request introduce a new feature? yes
- If yes, how is the feature documented? docs
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #15253:
URL: https://github.com/apache/flink/pull/15253#issuecomment-801069817
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## CI report:
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[GitHub] [flink] lirui-apache commented on a change in pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
Posted by GitBox <gi...@apache.org>.
lirui-apache commented on a change in pull request #15253:
URL: https://github.com/apache/flink/pull/15253#discussion_r604833563
##########
File path: flink-connectors/flink-connector-hive/src/main/java/org/apache/flink/table/planner/delegation/hive/SqlFunctionConverter.java
##########
@@ -0,0 +1,191 @@
+/*
+ * 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.
+ */
+
+package org.apache.flink.table.planner.delegation.hive;
+
+import org.apache.flink.connectors.hive.FlinkHiveException;
+import org.apache.flink.table.planner.delegation.hive.copy.HiveParserBetween;
+import org.apache.flink.table.planner.delegation.hive.copy.HiveParserSqlFunctionConverter;
+import org.apache.flink.table.planner.functions.sql.SqlCurrentTimestampFunction;
+import org.apache.flink.util.Preconditions;
+
+import org.apache.calcite.plan.RelOptCluster;
+import org.apache.calcite.rel.type.RelDataType;
+import org.apache.calcite.rex.RexBuilder;
+import org.apache.calcite.rex.RexCall;
+import org.apache.calcite.rex.RexFieldCollation;
+import org.apache.calcite.rex.RexLiteral;
+import org.apache.calcite.rex.RexNode;
+import org.apache.calcite.rex.RexOver;
+import org.apache.calcite.rex.RexShuttle;
+import org.apache.calcite.rex.RexWindow;
+import org.apache.calcite.sql.SqlAggFunction;
+import org.apache.calcite.sql.SqlFunction;
+import org.apache.calcite.sql.SqlFunctionCategory;
+import org.apache.calcite.sql.SqlOperator;
+import org.apache.calcite.sql.SqlOperatorTable;
+import org.apache.calcite.sql.SqlSyntax;
+import org.apache.calcite.sql.fun.SqlCastFunction;
+import org.apache.calcite.sql.validate.SqlNameMatcher;
+import org.apache.hadoop.hive.ql.parse.SemanticException;
+import org.apache.hadoop.hive.ql.plan.ExprNodeConstantDesc;
+import org.apache.hadoop.hive.ql.session.SessionState;
+
+import java.lang.reflect.Field;
+import java.sql.Timestamp;
+import java.util.ArrayList;
+import java.util.List;
+
+/** A RexShuttle that converts Hive function calls so that Flink recognizes them. */
+public class SqlFunctionConverter extends RexShuttle {
+
+ // need reflection to get some fields from RexWindow
+ private static final Field REX_WINDOW_PART_KEYS;
+ private static final Field REX_WINDOW_ORDER_KEYS;
+
+ static {
+ try {
+ REX_WINDOW_PART_KEYS = RexWindow.class.getDeclaredField("partitionKeys");
+ REX_WINDOW_ORDER_KEYS = RexWindow.class.getDeclaredField("orderKeys");
+ } catch (Exception e) {
+ throw new FlinkHiveException("Failed to init RexWindow fields", e);
+ }
+ }
+
+ protected final RelOptCluster cluster;
+ protected final RexBuilder builder;
+ private final SqlOperatorTable opTable;
+ private final SqlNameMatcher nameMatcher;
+
+ public SqlFunctionConverter(
+ RelOptCluster cluster, SqlOperatorTable opTable, SqlNameMatcher nameMatcher) {
+ this.cluster = cluster;
+ this.builder = cluster.getRexBuilder();
+ this.opTable = opTable;
+ this.nameMatcher = nameMatcher;
+ }
+
+ @Override
+ public RexNode visitCall(RexCall call) {
+ SqlOperator operator = call.getOperator();
+ List<RexNode> operands = call.getOperands();
+ SqlOperator convertedOp = convertOperator(operator);
+ final boolean[] update = null;
+ if (convertedOp instanceof SqlCastFunction) {
+ RelDataType type = call.getType();
+ return builder.makeCall(type, convertedOp, visitList(operands, update));
+ } else {
+ if (convertedOp instanceof SqlCurrentTimestampFunction) {
+ // flink's current_timestamp has different type from hive's, convert it to a literal
Review comment:
Unfortunately hive connector doesn't support `TIMESTAMP LTZ` type, so we can't use Flink's function.
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[GitHub] [flink] wuchong commented on a change in pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
Posted by GitBox <gi...@apache.org>.
wuchong commented on a change in pull request #15253:
URL: https://github.com/apache/flink/pull/15253#discussion_r604658499
##########
File path: flink-connectors/flink-connector-hive/src/main/java/org/apache/flink/table/planner/delegation/hive/DDLOperationConverter.java
##########
@@ -387,12 +388,15 @@ private Operation convertCreateTable(HiveParserCreateTableDesc desc) {
trait = HiveDDLUtils.relyConstraint(trait);
}
props.put(PK_CONSTRAINT_TRAIT, String.valueOf(trait));
- uniqueConstraint =
- UniqueConstraint.primaryKey(
- primaryKey.getConstraintName(),
- desc.getPrimaryKeys().stream()
- .map(PrimaryKey::getPk)
- .collect(Collectors.toList()));
+ List<String> pkCols =
+ desc.getPrimaryKeys().stream()
+ .map(PrimaryKey::getPk)
+ .collect(Collectors.toList());
+ String constraintName = primaryKey.getConstraintName();
+ if (constraintName == null) {
+ constraintName = "PK_" + pkCols.hashCode();
Review comment:
nit: Could you use `pkCols.stream().collect(Collectors.joining("_", "PK_", ""))` to generate the constrain name which keeps consistent with `Schema.primaryKey` in Flink.
##########
File path: flink-connectors/flink-connector-hive/src/main/java/org/apache/flink/table/planner/delegation/hive/HiveParser.java
##########
@@ -192,6 +245,8 @@
try {
// creates SessionState
startSessionState(hiveConf, catalogManager);
+ // We override Hive's grouping function. Refer to the implementation for more details.
+ hiveShim.registerTemporaryFunction("grouping", HiveGenericUDFGrouping.class);
Review comment:
We already add this UDF in `HiveModule`, why we need to register temporary function again?
##########
File path: flink-connectors/flink-connector-hive/src/main/java/org/apache/flink/table/planner/delegation/hive/SqlFunctionConverter.java
##########
@@ -0,0 +1,191 @@
+/*
+ * 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.
+ */
+
+package org.apache.flink.table.planner.delegation.hive;
+
+import org.apache.flink.connectors.hive.FlinkHiveException;
+import org.apache.flink.table.planner.delegation.hive.copy.HiveParserBetween;
+import org.apache.flink.table.planner.delegation.hive.copy.HiveParserSqlFunctionConverter;
+import org.apache.flink.table.planner.functions.sql.SqlCurrentTimestampFunction;
+import org.apache.flink.util.Preconditions;
+
+import org.apache.calcite.plan.RelOptCluster;
+import org.apache.calcite.rel.type.RelDataType;
+import org.apache.calcite.rex.RexBuilder;
+import org.apache.calcite.rex.RexCall;
+import org.apache.calcite.rex.RexFieldCollation;
+import org.apache.calcite.rex.RexLiteral;
+import org.apache.calcite.rex.RexNode;
+import org.apache.calcite.rex.RexOver;
+import org.apache.calcite.rex.RexShuttle;
+import org.apache.calcite.rex.RexWindow;
+import org.apache.calcite.sql.SqlAggFunction;
+import org.apache.calcite.sql.SqlFunction;
+import org.apache.calcite.sql.SqlFunctionCategory;
+import org.apache.calcite.sql.SqlOperator;
+import org.apache.calcite.sql.SqlOperatorTable;
+import org.apache.calcite.sql.SqlSyntax;
+import org.apache.calcite.sql.fun.SqlCastFunction;
+import org.apache.calcite.sql.validate.SqlNameMatcher;
+import org.apache.hadoop.hive.ql.parse.SemanticException;
+import org.apache.hadoop.hive.ql.plan.ExprNodeConstantDesc;
+import org.apache.hadoop.hive.ql.session.SessionState;
+
+import java.lang.reflect.Field;
+import java.sql.Timestamp;
+import java.util.ArrayList;
+import java.util.List;
+
+/** A RexShuttle that converts Hive function calls so that Flink recognizes them. */
+public class SqlFunctionConverter extends RexShuttle {
+
+ // need reflection to get some fields from RexWindow
+ private static final Field REX_WINDOW_PART_KEYS;
+ private static final Field REX_WINDOW_ORDER_KEYS;
+
+ static {
+ try {
+ REX_WINDOW_PART_KEYS = RexWindow.class.getDeclaredField("partitionKeys");
+ REX_WINDOW_ORDER_KEYS = RexWindow.class.getDeclaredField("orderKeys");
+ } catch (Exception e) {
+ throw new FlinkHiveException("Failed to init RexWindow fields", e);
+ }
+ }
+
+ protected final RelOptCluster cluster;
+ protected final RexBuilder builder;
+ private final SqlOperatorTable opTable;
+ private final SqlNameMatcher nameMatcher;
+
+ public SqlFunctionConverter(
+ RelOptCluster cluster, SqlOperatorTable opTable, SqlNameMatcher nameMatcher) {
+ this.cluster = cluster;
+ this.builder = cluster.getRexBuilder();
+ this.opTable = opTable;
+ this.nameMatcher = nameMatcher;
+ }
+
+ @Override
+ public RexNode visitCall(RexCall call) {
+ SqlOperator operator = call.getOperator();
+ List<RexNode> operands = call.getOperands();
+ SqlOperator convertedOp = convertOperator(operator);
+ final boolean[] update = null;
+ if (convertedOp instanceof SqlCastFunction) {
+ RelDataType type = call.getType();
+ return builder.makeCall(type, convertedOp, visitList(operands, update));
+ } else {
+ if (convertedOp instanceof SqlCurrentTimestampFunction) {
+ // flink's current_timestamp has different type from hive's, convert it to a literal
Review comment:
nit: we have fixed current_timestamp, it will be evaluated at query-start in batch mode. We may not need this now.
If we want to use Flink current_timestamp, the question is current_timestamp will be evaluated for every recored in streaming mode. Not sure whether we want this behavior in Hive dialect and streaming mode.
##########
File path: flink-connectors/flink-connector-hive/src/main/java/org/apache/flink/table/planner/delegation/hive/HiveParser.java
##########
@@ -281,14 +420,542 @@ private void clearSessionState(HiveConf hiveConf) {
}
}
+ private CatalogSinkModifyOperation createInsertOperation(
Review comment:
nit: would be better to move the conversions into another class or util, the current `HiveParser` looks quite big now.
##########
File path: flink-connectors/flink-connector-hive/src/test/java/org/apache/flink/connectors/hive/HiveDialectQueryITCase.java
##########
@@ -0,0 +1,294 @@
+/*
+ * 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.
+ */
+
+package org.apache.flink.connectors.hive;
+
+import org.apache.flink.table.HiveVersionTestUtil;
+import org.apache.flink.table.api.SqlDialect;
+import org.apache.flink.table.api.TableEnvironment;
+import org.apache.flink.table.catalog.hive.HiveCatalog;
+import org.apache.flink.table.catalog.hive.HiveTestUtils;
+import org.apache.flink.table.module.CoreModule;
+import org.apache.flink.table.module.hive.HiveModule;
+import org.apache.flink.types.Row;
+import org.apache.flink.util.CollectionUtil;
+
+import org.apache.commons.io.IOUtils;
+import org.apache.hadoop.hive.conf.HiveConf;
+import org.apache.hadoop.hive.ql.exec.UDFArgumentException;
+import org.apache.hadoop.hive.ql.metadata.HiveException;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDTF;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorFactory;
+import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorFactory;
+import org.junit.BeforeClass;
+import org.junit.ComparisonFailure;
+import org.junit.Test;
+
+import java.io.BufferedReader;
+import java.io.File;
+import java.io.FileReader;
+import java.nio.charset.StandardCharsets;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.List;
+import java.util.stream.Collectors;
+
+/** Test hive query compatibility. */
+public class HiveDialectQueryITCase {
Review comment:
nit: would be better if we can combine `.q` and `.q.out` into one qfile in the future, it will be easier to maintain. We also introduced qfile test framework in SQL Client, the statements and results are in one file. See `flink-table/flink-sql-client/src/test/resources/sql/select.q`.
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #15253:
URL: https://github.com/apache/flink/pull/15253#issuecomment-801069817
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## CI report:
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
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URL: https://github.com/apache/flink/pull/15253#issuecomment-801069817
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
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URL: https://github.com/apache/flink/pull/15253#issuecomment-801069817
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #15253:
URL: https://github.com/apache/flink/pull/15253#issuecomment-801069817
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[GitHub] [flink] wuchong closed pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
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URL: https://github.com/apache/flink/pull/15253
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
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URL: https://github.com/apache/flink/pull/15253#issuecomment-801069817
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #15253:
URL: https://github.com/apache/flink/pull/15253#issuecomment-801069817
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #15253:
URL: https://github.com/apache/flink/pull/15253#issuecomment-801069817
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/flink/pull/15253#issuecomment-801069817
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #15253:
URL: https://github.com/apache/flink/pull/15253#issuecomment-801069817
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## CI report:
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[GitHub] [flink] flinkbot commented on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
Posted by GitBox <gi...@apache.org>.
flinkbot commented on pull request #15253:
URL: https://github.com/apache/flink/pull/15253#issuecomment-801059200
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## Automated Checks
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[GitHub] [flink] lirui-apache commented on a change in pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
Posted by GitBox <gi...@apache.org>.
lirui-apache commented on a change in pull request #15253:
URL: https://github.com/apache/flink/pull/15253#discussion_r604834219
##########
File path: flink-connectors/flink-connector-hive/src/main/java/org/apache/flink/table/planner/delegation/hive/HiveParser.java
##########
@@ -192,6 +245,8 @@
try {
// creates SessionState
startSessionState(hiveConf, catalogManager);
+ // We override Hive's grouping function. Refer to the implementation for more details.
+ hiveShim.registerTemporaryFunction("grouping", HiveGenericUDFGrouping.class);
Review comment:
The function also needs overriding in hive's `FunctionRegistry` so that hive code also uses the overridden one.
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #15253:
URL: https://github.com/apache/flink/pull/15253#issuecomment-801069817
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #15253:
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
Posted by GitBox <gi...@apache.org>.
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
Posted by GitBox <gi...@apache.org>.
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[GitHub] [flink] lirui-apache commented on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/flink/pull/15253#issuecomment-811006261
@wuchong Thanks for the review! I have updated to address your comments.
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
Posted by GitBox <gi...@apache.org>.
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[GitHub] [flink] wuchong commented on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
Posted by GitBox <gi...@apache.org>.
wuchong commented on pull request #15253:
URL: https://github.com/apache/flink/pull/15253#issuecomment-811591878
I will merge this for now. The failed test should be related to FLINK-20558.
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
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[GitHub] [flink] flinkbot commented on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
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[GitHub] [flink] flinkbot edited a comment on pull request #15253: [FLINK-21808][hive] Support DQL/DML in HiveParser
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #15253:
URL: https://github.com/apache/flink/pull/15253#issuecomment-801069817
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