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Posted to commits@hudi.apache.org by GitBox <gi...@apache.org> on 2022/05/10 10:39:03 UTC
[GitHub] [hudi] yuzhaojing opened a new pull request, #3599: [HUDI-2207] Support independent flink hudi clustering function
yuzhaojing opened a new pull request, #3599:
URL: https://github.com/apache/hudi/pull/3599
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1126678111
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[GitHub] [hudi] yuzhaojing commented on a diff in pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
yuzhaojing commented on code in PR #3599:
URL: https://github.com/apache/hudi/pull/3599#discussion_r879291412
##########
packaging/hudi-flink-bundle/pom.xml:
##########
@@ -430,6 +430,12 @@
<version>${flink.version}</version>
<scope>compile</scope>
</dependency>
+ <dependency>
+ <groupId>org.apache.flink</groupId>
+ <artifactId>flink-avro</artifactId>
+ <version>${flink.version}</version>
+ <scope>compile</scope>
+ </dependency>
Review Comment:
HoodieClusteringGroup is a avro model in ClusteringPlanEvent.
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[GitHub] [hudi] yuzhaojing commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
yuzhaojing commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1135682335
> We may need to resolve the conflict.
fixed.
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1134434934
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[GitHub] [hudi] yuzhaojing commented on a diff in pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
yuzhaojing commented on code in PR #3599:
URL: https://github.com/apache/hudi/pull/3599#discussion_r879291996
##########
hudi-flink-datasource/hudi-flink/pom.xml:
##########
@@ -187,6 +187,12 @@
<version>${flink.version}</version>
<scope>provided</scope>
</dependency>
+ <dependency>
+ <groupId>org.apache.flink</groupId>
+ <artifactId>flink-avro</artifactId>
+ <version>${flink.version}</version>
+ <scope>provided</scope>
Review Comment:
ditto.
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[GitHub] [hudi] yuzhaojing commented on a diff in pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
yuzhaojing commented on code in PR #3599:
URL: https://github.com/apache/hudi/pull/3599#discussion_r878703474
##########
hudi-flink-datasource/hudi-flink/src/main/java/org/apache/hudi/sink/clustering/FlinkCustomColumnsSortPartitioner.java:
##########
@@ -0,0 +1,68 @@
+/*
+ * 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
Review Comment:
fixed.
##########
hudi-flink-datasource/hudi-flink/src/main/java/org/apache/hudi/sink/clustering/ClusteringOperator.java:
##########
@@ -0,0 +1,327 @@
+/*
+ * 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.hudi.sink.clustering;
+
+import org.apache.hudi.avro.HoodieAvroUtils;
+import org.apache.hudi.avro.model.HoodieClusteringGroup;
+import org.apache.hudi.client.FlinkTaskContextSupplier;
+import org.apache.hudi.client.HoodieFlinkWriteClient;
+import org.apache.hudi.client.WriteStatus;
+import org.apache.hudi.client.utils.ConcatenatingIterator;
+import org.apache.hudi.common.model.ClusteringOperation;
+import org.apache.hudi.common.table.HoodieTableConfig;
+import org.apache.hudi.common.table.log.HoodieFileSliceReader;
+import org.apache.hudi.common.table.log.HoodieMergedLogRecordScanner;
+import org.apache.hudi.common.util.Option;
+import org.apache.hudi.common.util.StringUtils;
+import org.apache.hudi.common.util.collection.Pair;
+import org.apache.hudi.config.HoodieWriteConfig;
+import org.apache.hudi.configuration.FlinkOptions;
+import org.apache.hudi.exception.HoodieClusteringException;
+import org.apache.hudi.exception.HoodieIOException;
+import org.apache.hudi.io.IOUtils;
+import org.apache.hudi.io.storage.HoodieFileReader;
+import org.apache.hudi.io.storage.HoodieFileReaderFactory;
+import org.apache.hudi.sink.bulk.BulkInsertWriterHelper;
+import org.apache.hudi.sink.bulk.sort.SortOperatorGen;
+import org.apache.hudi.table.HoodieFlinkTable;
+import org.apache.hudi.util.AvroToRowDataConverters;
+import org.apache.hudi.util.StreamerUtil;
+
+import org.apache.avro.Schema;
+import org.apache.avro.generic.GenericRecord;
+import org.apache.avro.generic.GenericRecordBuilder;
+import org.apache.avro.generic.IndexedRecord;
+import org.apache.flink.configuration.Configuration;
+import org.apache.flink.metrics.Gauge;
+import org.apache.flink.runtime.memory.MemoryManager;
+import org.apache.flink.streaming.api.operators.BoundedOneInput;
+import org.apache.flink.streaming.api.operators.OneInputStreamOperator;
+import org.apache.flink.streaming.runtime.streamrecord.StreamRecord;
+import org.apache.flink.table.data.RowData;
+import org.apache.flink.table.data.binary.BinaryRowData;
+import org.apache.flink.table.planner.codegen.sort.SortCodeGenerator;
+import org.apache.flink.table.runtime.generated.GeneratedNormalizedKeyComputer;
+import org.apache.flink.table.runtime.generated.GeneratedRecordComparator;
+import org.apache.flink.table.runtime.generated.NormalizedKeyComputer;
+import org.apache.flink.table.runtime.generated.RecordComparator;
+import org.apache.flink.table.runtime.operators.TableStreamOperator;
+import org.apache.flink.table.runtime.operators.sort.BinaryExternalSorter;
+import org.apache.flink.table.runtime.typeutils.AbstractRowDataSerializer;
+import org.apache.flink.table.runtime.typeutils.BinaryRowDataSerializer;
+import org.apache.flink.table.runtime.typeutils.RowDataSerializer;
+import org.apache.flink.table.runtime.util.StreamRecordCollector;
+import org.apache.flink.table.types.logical.RowType;
+import org.apache.hadoop.fs.Path;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Spliterator;
+import java.util.Spliterators;
+import java.util.stream.Collectors;
+import java.util.stream.StreamSupport;
+
+import static org.apache.hudi.table.format.FormatUtils.buildAvroRecordBySchema;
+
+/**
+ * Function to execute the actual clustering task assigned by the clustering plan task.
+ * In order to execute scalable, the input should shuffle by the clustering event {@link ClusteringPlanEvent}.
+ */
+public class ClusteringOperator extends TableStreamOperator<ClusteringCommitEvent> implements
+ OneInputStreamOperator<ClusteringPlanEvent, ClusteringCommitEvent>, BoundedOneInput {
+ private static final Logger LOG = LoggerFactory.getLogger(ClusteringOperator.class);
+
+ private final Configuration conf;
+ private final RowType rowType;
+ private int taskID;
+ private transient HoodieWriteConfig writeConfig;
+ private transient HoodieFlinkTable<?> table;
+ private transient Schema schema;
+ private transient Schema readerSchema;
+ private transient int[] requiredPos;
+ private transient AvroToRowDataConverters.AvroToRowDataConverter avroToRowDataConverter;
+ private transient HoodieFlinkWriteClient writeClient;
+ private transient BulkInsertWriterHelper writerHelper;
+ private transient String instantTime;
+
+ private GeneratedNormalizedKeyComputer gComputer;
+ private GeneratedRecordComparator gComparator;
+
+ private transient BinaryExternalSorter sorter;
+ private transient StreamRecordCollector<ClusteringCommitEvent> collector;
+ private transient BinaryRowDataSerializer binarySerializer;
+
+ public ClusteringOperator(Configuration conf, RowType rowType) {
+ this.conf = conf;
+ this.rowType = rowType;
+ this.gComputer = createSortCodeGenerator().generateNormalizedKeyComputer("SortComputer");
+ this.gComparator = createSortCodeGenerator().generateRecordComparator("SortComparator");
+ }
Review Comment:
fixed.
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1134107591
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1134109453
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1135686433
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[GitHub] [hudi] danny0405 commented on a diff in pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
danny0405 commented on code in PR #3599:
URL: https://github.com/apache/hudi/pull/3599#discussion_r868867922
##########
hudi-flink-datasource/hudi-flink/src/main/java/org/apache/hudi/sink/clustering/FlinkCustomColumnsSortPartitioner.java:
##########
@@ -0,0 +1,68 @@
+/*
+ * 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.hudi.sink.clustering;
+
+import org.apache.hudi.avro.HoodieAvroUtils;
+import org.apache.hudi.table.BulkInsertPartitioner;
+import org.apache.hudi.util.RowDataToAvroConverters;
+
+import org.apache.avro.Schema;
+import org.apache.avro.generic.GenericRecord;
+import org.apache.flink.table.data.RowData;
+import org.apache.flink.table.types.logical.RowType;
+
+import java.util.stream.Stream;
+
+/**
+ * A partitioner that does sorting based on specified column values for Java client.
+ *
+ * @param <T> HoodieRecordPayload type
+ */
Review Comment:
Unnecessary type annotation.
##########
hudi-client/hudi-client-common/src/main/java/org/apache/hudi/table/action/compact/ScheduleCompactionActionExecutor.java:
##########
@@ -73,7 +73,7 @@ public Option<HoodieCompactionPlan> execute() {
// TODO(yihua): this validation is removed for Java client used by kafka-connect. Need to revisit this.
if (config.getEngineType() != EngineType.JAVA) {
// if there are inflight writes, their instantTime must not be less than that of compaction instant time
- table.getActiveTimeline().getCommitsTimeline().filterPendingExcludingCompaction().firstInstant()
+ table.getActiveTimeline().getCommitsTimeline().filterPendingExcludingCompactionAndReplace().firstInstant()
Review Comment:
Why this change ?
##########
hudi-common/src/main/java/org/apache/hudi/common/table/timeline/HoodieDefaultTimeline.java:
##########
@@ -96,6 +96,13 @@ public HoodieTimeline filterPendingExcludingCompaction() {
&& (!instant.getAction().equals(HoodieTimeline.COMPACTION_ACTION))), details);
}
+ @Override
+ public HoodieTimeline filterPendingExcludingCompactionAndReplace() {
+ return new HoodieDefaultTimeline(instants.stream().filter(instant -> (!instant.isCompleted())
+ && (!instant.getAction().equals(HoodieTimeline.COMPACTION_ACTION)
Review Comment:
Why this change ?
##########
hudi-flink-datasource/hudi-flink/src/main/java/org/apache/hudi/sink/clustering/FlinkCustomColumnsSortPartitioner.java:
##########
@@ -0,0 +1,68 @@
+/*
+ * 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.hudi.sink.clustering;
+
+import org.apache.hudi.avro.HoodieAvroUtils;
+import org.apache.hudi.table.BulkInsertPartitioner;
+import org.apache.hudi.util.RowDataToAvroConverters;
+
+import org.apache.avro.Schema;
+import org.apache.avro.generic.GenericRecord;
+import org.apache.flink.table.data.RowData;
+import org.apache.flink.table.types.logical.RowType;
+
+import java.util.stream.Stream;
+
+/**
+ * A partitioner that does sorting based on specified column values for Java client.
+ *
+ * @param <T> HoodieRecordPayload type
+ */
+public class FlinkCustomColumnsSortPartitioner
+ implements BulkInsertPartitioner<Stream<RowData>> {
+
+ private final String[] sortColumnNames;
+ private final Schema schema;
+ private final boolean consistentLogicalTimestampEnabled;
+ private final RowDataToAvroConverters.RowDataToAvroConverter converter;
+
+ public FlinkCustomColumnsSortPartitioner(String[] columnNames, RowType rowType, Schema schema, boolean consistentLogicalTimestampEnabled) {
+ this.sortColumnNames = columnNames;
+ this.converter = RowDataToAvroConverters.createConverter(rowType);
+ this.schema = schema;
+ this.consistentLogicalTimestampEnabled = consistentLogicalTimestampEnabled;
+ }
+
+ @Override
+ public Stream<RowData> repartitionRecords(Stream<RowData> records, int outputPartitions) {
+ return records.sorted((o1, o2) -> {
+ Object values1 = HoodieAvroUtils.getRecordColumnValues(
+ (GenericRecord) converter.convert(schema, o1), sortColumnNames, consistentLogicalTimestampEnabled);
Review Comment:
You can reference the `SortOperatorGen` to get an inline sort operator for sorting. Remember to set up the transformation managed memory like https://github.com/apache/hudi/blob/6fd21d0f1043d0a06b93332d86e63d7b708fcbe8/hudi-flink-datasource/hudi-flink/src/main/java/org/apache/hudi/sink/utils/Pipelines.java#L112 did.
##########
hudi-flink-datasource/hudi-flink/src/main/java/org/apache/hudi/configuration/FlinkOptions.java:
##########
@@ -583,6 +583,66 @@ private FlinkOptions() {
.defaultValue(40)// default min 40 commits
.withDescription("Min number of commits to keep before archiving older commits into a sequential log, default 40");
+ // ------------------------------------------------------------------------
+ // Clustering Options
+ // ------------------------------------------------------------------------
+
+ public static final ConfigOption<Boolean> CLUSTERING_SCHEDULE_ENABLED = ConfigOptions
+ .key("clustering.schedule.enabled")
+ .booleanType()
+ .defaultValue(false) // default false for pipeline
+ .withDescription("Schedule the cluster plan, default false");
+
+ public static final ConfigOption<Boolean> CLUSTERING_ASYNC_ENABLED = ConfigOptions
+ .key("clustering.async.enabled")
+ .booleanType()
+ .defaultValue(false) // default false for pipeline
+ .withDescription("Async Clustering, default false");
+
+ public static final ConfigOption<Integer> CLUSTERING_TASKS = ConfigOptions
+ .key("clustering.tasks")
+ .intType()
+ .defaultValue(4)
+ .withDescription("Parallelism of tasks that do actual clustering, default is 4");
+
+ public static final ConfigOption<Integer> CLUSTERING_TARGET_PARTITIONS = ConfigOptions
+ .key("clustering.plan.strategy.daybased.lookback.partitions")
+ .intType()
+ .defaultValue(2)
+ .withDescription("Number of partitions to list to create ClusteringPlan, default is 2");
+
+ public static final ConfigOption<String> CLUSTERING_PLAN_STRATEGY_CLASS = ConfigOptions
+ .key("clustering.plan.strategy.class")
+ .stringType()
+ .defaultValue("org.apache.hudi.client.clustering.plan.strategy.FlinkRecentDaysClusteringPlanStrategy")
+ .withDescription("Config to provide a strategy class (subclass of ClusteringPlanStrategy) to create clustering plan "
Review Comment:
We can use the `FlinkRecentDaysClusteringPlanStrategy .getName` to fetch the full clazz name instead.
##########
hudi-flink-datasource/hudi-flink/src/main/java/org/apache/hudi/sink/clustering/FlinkCustomColumnsSortPartitioner.java:
##########
@@ -0,0 +1,68 @@
+/*
+ * 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.hudi.sink.clustering;
+
+import org.apache.hudi.avro.HoodieAvroUtils;
+import org.apache.hudi.table.BulkInsertPartitioner;
+import org.apache.hudi.util.RowDataToAvroConverters;
+
+import org.apache.avro.Schema;
+import org.apache.avro.generic.GenericRecord;
+import org.apache.flink.table.data.RowData;
+import org.apache.flink.table.types.logical.RowType;
+
+import java.util.stream.Stream;
+
+/**
+ * A partitioner that does sorting based on specified column values for Java client.
+ *
+ * @param <T> HoodieRecordPayload type
+ */
+public class FlinkCustomColumnsSortPartitioner
+ implements BulkInsertPartitioner<Stream<RowData>> {
+
+ private final String[] sortColumnNames;
+ private final Schema schema;
+ private final boolean consistentLogicalTimestampEnabled;
+ private final RowDataToAvroConverters.RowDataToAvroConverter converter;
+
+ public FlinkCustomColumnsSortPartitioner(String[] columnNames, RowType rowType, Schema schema, boolean consistentLogicalTimestampEnabled) {
+ this.sortColumnNames = columnNames;
+ this.converter = RowDataToAvroConverters.createConverter(rowType);
+ this.schema = schema;
+ this.consistentLogicalTimestampEnabled = consistentLogicalTimestampEnabled;
+ }
+
+ @Override
+ public Stream<RowData> repartitionRecords(Stream<RowData> records, int outputPartitions) {
+ return records.sorted((o1, o2) -> {
+ Object values1 = HoodieAvroUtils.getRecordColumnValues(
+ (GenericRecord) converter.convert(schema, o1), sortColumnNames, consistentLogicalTimestampEnabled);
Review Comment:
We better fetch the columns directly, there is no need to convert the `RowData` into avro records first. You can reference the clazz `RowDataProjection` for how to fetch the selected columns.
##########
hudi-client/hudi-client-common/src/main/java/org/apache/hudi/table/BulkInsertPartitioner.java:
##########
@@ -25,20 +25,20 @@
import java.io.Serializable;
/**
- * Repartition input records into at least expected number of output spark partitions. It should give below guarantees -
- * Output spark partition will have records from only one hoodie partition. - Average records per output spark
- * partitions should be almost equal to (#inputRecords / #outputSparkPartitions) to avoid possible skews.
+ * Repartition input records into at least expected number of output partitions. It should give below guarantees -
+ * Output partition will have records from only one hoodie partition. - Average records per output
+ * partitions should be almost equal to (#inputRecords / #outputPartitions) to avoid possible skews.
*/
public interface BulkInsertPartitioner<I> extends Serializable {
/**
- * Repartitions the input records into at least expected number of output spark partitions.
+ * Repartitions the input records into at least expected number of output partitions.
*
* @param records Input Hoodie records
- * @param outputSparkPartitions Expected number of output partitions
+ * @param outputPartitions Expected number of output partitions
* @return
Review Comment:
Align the param documents.
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[GitHub] [hudi] yuzhaojing commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
yuzhaojing commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1134387242
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1126669865
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1127380970
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[GitHub] [hudi] danny0405 commented on a diff in pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
danny0405 commented on code in PR #3599:
URL: https://github.com/apache/hudi/pull/3599#discussion_r874354784
##########
hudi-common/src/main/java/org/apache/hudi/avro/HoodieAvroUtils.java:
##########
@@ -702,22 +702,36 @@ public static Object getRecordColumnValues(HoodieRecord<? extends HoodieRecordPa
Schema schema, boolean consistentLogicalTimestampEnabled) {
try {
GenericRecord genericRecord = (GenericRecord) record.getData().getInsertValue(schema).get();
- if (columns.length == 1) {
- return HoodieAvroUtils.getNestedFieldVal(genericRecord, columns[0], true, consistentLogicalTimestampEnabled);
- } else {
- // TODO this is inefficient, instead we can simply return array of Comparable
- StringBuilder sb = new StringBuilder();
- for (String col : columns) {
- sb.append(HoodieAvroUtils.getNestedFieldValAsString(genericRecord, col, true, consistentLogicalTimestampEnabled));
- }
-
- return sb.toString();
- }
+ return getRecordColumnValues(genericRecord, columns, consistentLogicalTimestampEnabled);
} catch (IOException e) {
throw new HoodieIOException("Unable to read record with key:" + record.getKey(), e);
}
}
+ /**
+ * Gets record column values into one object.
+ *
+ * @param record Generic record.
+ * @param columns Names of the columns to get values.
+ * @return Column value if a single column, or concatenated String values by comma.
+ */
Review Comment:
Does this change still necessary ?
##########
hudi-flink-datasource/hudi-flink/src/main/java/org/apache/hudi/sink/clustering/FlinkCustomColumnsSortPartitioner.java:
##########
@@ -0,0 +1,68 @@
+/*
+ * 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
Review Comment:
This clazz can be removed.
##########
hudi-flink-datasource/hudi-flink/src/main/java/org/apache/hudi/sink/clustering/ClusteringOperator.java:
##########
@@ -0,0 +1,327 @@
+/*
+ * 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.hudi.sink.clustering;
+
+import org.apache.hudi.avro.HoodieAvroUtils;
+import org.apache.hudi.avro.model.HoodieClusteringGroup;
+import org.apache.hudi.client.FlinkTaskContextSupplier;
+import org.apache.hudi.client.HoodieFlinkWriteClient;
+import org.apache.hudi.client.WriteStatus;
+import org.apache.hudi.client.utils.ConcatenatingIterator;
+import org.apache.hudi.common.model.ClusteringOperation;
+import org.apache.hudi.common.table.HoodieTableConfig;
+import org.apache.hudi.common.table.log.HoodieFileSliceReader;
+import org.apache.hudi.common.table.log.HoodieMergedLogRecordScanner;
+import org.apache.hudi.common.util.Option;
+import org.apache.hudi.common.util.StringUtils;
+import org.apache.hudi.common.util.collection.Pair;
+import org.apache.hudi.config.HoodieWriteConfig;
+import org.apache.hudi.configuration.FlinkOptions;
+import org.apache.hudi.exception.HoodieClusteringException;
+import org.apache.hudi.exception.HoodieIOException;
+import org.apache.hudi.io.IOUtils;
+import org.apache.hudi.io.storage.HoodieFileReader;
+import org.apache.hudi.io.storage.HoodieFileReaderFactory;
+import org.apache.hudi.sink.bulk.BulkInsertWriterHelper;
+import org.apache.hudi.sink.bulk.sort.SortOperatorGen;
+import org.apache.hudi.table.HoodieFlinkTable;
+import org.apache.hudi.util.AvroToRowDataConverters;
+import org.apache.hudi.util.StreamerUtil;
+
+import org.apache.avro.Schema;
+import org.apache.avro.generic.GenericRecord;
+import org.apache.avro.generic.GenericRecordBuilder;
+import org.apache.avro.generic.IndexedRecord;
+import org.apache.flink.configuration.Configuration;
+import org.apache.flink.metrics.Gauge;
+import org.apache.flink.runtime.memory.MemoryManager;
+import org.apache.flink.streaming.api.operators.BoundedOneInput;
+import org.apache.flink.streaming.api.operators.OneInputStreamOperator;
+import org.apache.flink.streaming.runtime.streamrecord.StreamRecord;
+import org.apache.flink.table.data.RowData;
+import org.apache.flink.table.data.binary.BinaryRowData;
+import org.apache.flink.table.planner.codegen.sort.SortCodeGenerator;
+import org.apache.flink.table.runtime.generated.GeneratedNormalizedKeyComputer;
+import org.apache.flink.table.runtime.generated.GeneratedRecordComparator;
+import org.apache.flink.table.runtime.generated.NormalizedKeyComputer;
+import org.apache.flink.table.runtime.generated.RecordComparator;
+import org.apache.flink.table.runtime.operators.TableStreamOperator;
+import org.apache.flink.table.runtime.operators.sort.BinaryExternalSorter;
+import org.apache.flink.table.runtime.typeutils.AbstractRowDataSerializer;
+import org.apache.flink.table.runtime.typeutils.BinaryRowDataSerializer;
+import org.apache.flink.table.runtime.typeutils.RowDataSerializer;
+import org.apache.flink.table.runtime.util.StreamRecordCollector;
+import org.apache.flink.table.types.logical.RowType;
+import org.apache.hadoop.fs.Path;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Spliterator;
+import java.util.Spliterators;
+import java.util.stream.Collectors;
+import java.util.stream.StreamSupport;
+
+import static org.apache.hudi.table.format.FormatUtils.buildAvroRecordBySchema;
+
+/**
+ * Function to execute the actual clustering task assigned by the clustering plan task.
+ * In order to execute scalable, the input should shuffle by the clustering event {@link ClusteringPlanEvent}.
+ */
+public class ClusteringOperator extends TableStreamOperator<ClusteringCommitEvent> implements
+ OneInputStreamOperator<ClusteringPlanEvent, ClusteringCommitEvent>, BoundedOneInput {
+ private static final Logger LOG = LoggerFactory.getLogger(ClusteringOperator.class);
+
+ private final Configuration conf;
+ private final RowType rowType;
+ private int taskID;
+ private transient HoodieWriteConfig writeConfig;
+ private transient HoodieFlinkTable<?> table;
+ private transient Schema schema;
+ private transient Schema readerSchema;
+ private transient int[] requiredPos;
+ private transient AvroToRowDataConverters.AvroToRowDataConverter avroToRowDataConverter;
+ private transient HoodieFlinkWriteClient writeClient;
+ private transient BulkInsertWriterHelper writerHelper;
+ private transient String instantTime;
+
+ private GeneratedNormalizedKeyComputer gComputer;
+ private GeneratedRecordComparator gComparator;
+
+ private transient BinaryExternalSorter sorter;
+ private transient StreamRecordCollector<ClusteringCommitEvent> collector;
+ private transient BinaryRowDataSerializer binarySerializer;
+
+ public ClusteringOperator(Configuration conf, RowType rowType) {
+ this.conf = conf;
+ this.rowType = rowType;
+ this.gComputer = createSortCodeGenerator().generateNormalizedKeyComputer("SortComputer");
+ this.gComparator = createSortCodeGenerator().generateRecordComparator("SortComparator");
+ }
Review Comment:
Maybe we can make `gComputer` and `gComparator` local variables.
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1133812446
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1135703630
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[GitHub] [hudi] yuzhaojing closed pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
yuzhaojing closed pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
URL: https://github.com/apache/hudi/pull/3599
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[GitHub] [hudi] yuzhaojing commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
yuzhaojing commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1135852605
> +1, thanks for contribution @yuzhaojing , we may need to fix the clustering plan scheduling issue in the following PR.
Sure, I will fix the issue in following PR to support clustering plan scheduling in coordinator.
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[GitHub] [hudi] yuzhaojing commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
yuzhaojing commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1121988394
@hudi-bot run azure
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1121993031
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[GitHub] [hudi] yuzhaojing commented on a diff in pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
yuzhaojing commented on code in PR #3599:
URL: https://github.com/apache/hudi/pull/3599#discussion_r880031699
##########
packaging/hudi-flink-bundle/pom.xml:
##########
@@ -430,6 +430,12 @@
<version>${flink.version}</version>
<scope>compile</scope>
</dependency>
+ <dependency>
+ <groupId>org.apache.flink</groupId>
+ <artifactId>flink-avro</artifactId>
+ <version>${flink.version}</version>
+ <scope>compile</scope>
+ </dependency>
Review Comment:
fixed. use ClusteringGroupInfo instead of HoodieClusteringGroup.
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1136162136
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[GitHub] [hudi] yuzhaojing closed pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
yuzhaojing closed pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
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URL: https://github.com/apache/hudi/pull/3599#issuecomment-1122003783
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1122006312
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1121838855
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1127603813
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[GitHub] [hudi] yuzhaojing commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
yuzhaojing commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1133650722
> hi @yuzhaojing rebase thise pr. the CI's error is fixed.
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1133811667
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1133811447
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[GitHub] [hudi] danny0405 commented on a diff in pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
danny0405 commented on code in PR #3599:
URL: https://github.com/apache/hudi/pull/3599#discussion_r880428258
##########
hudi-client/hudi-flink-client/src/main/java/org/apache/hudi/client/HoodieFlinkWriteClient.java:
##########
@@ -399,6 +404,59 @@ public HoodieWriteMetadata<List<WriteStatus>> cluster(final String clusteringIns
throw new HoodieNotSupportedException("Clustering is not supported yet");
}
+ private void updateTableMetadata(HoodieTable<T, List<HoodieRecord<T>>, List<HoodieKey>, List<WriteStatus>> table,
+ HoodieCommitMetadata commitMetadata,
+ HoodieInstant hoodieInstant) {
Review Comment:
`updateTableMetadat` seems useless now ~
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[GitHub] [hudi] yuzhaojing commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
yuzhaojing commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1135853543
Thanks for suggest, Danny!
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[GitHub] [hudi] yuzhaojing commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
yuzhaojing commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1134098983
@hudi-bot run azure
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1134391125
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1126670350
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1133645750
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[GitHub] [hudi] XuQianJin-Stars commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
XuQianJin-Stars commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1133527643
hi @yuzhaojing rebase thise pr. the CI's error is fixed.
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1133666927
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[GitHub] [hudi] danny0405 commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
danny0405 commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1135506129
We may need to resolve the conflict.
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[GitHub] [hudi] danny0405 commented on a diff in pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
danny0405 commented on code in PR #3599:
URL: https://github.com/apache/hudi/pull/3599#discussion_r880016621
##########
packaging/hudi-flink-bundle/pom.xml:
##########
@@ -430,6 +430,12 @@
<version>${flink.version}</version>
<scope>compile</scope>
</dependency>
+ <dependency>
+ <groupId>org.apache.flink</groupId>
+ <artifactId>flink-avro</artifactId>
+ <version>${flink.version}</version>
+ <scope>compile</scope>
+ </dependency>
Review Comment:
But you should not depend on flink-avro i guess, there are already many model clazzes in hudi-flink code paths.
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[GitHub] [hudi] yuzhaojing merged pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
yuzhaojing merged PR #3599:
URL: https://github.com/apache/hudi/pull/3599
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1122009430
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1121995359
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1127431894
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1127151573
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[GitHub] [hudi] yuzhaojing closed pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
yuzhaojing closed pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
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Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/hudi/pull/3599#issuecomment-1127149977
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1135370246
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1121859694
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[GitHub] [hudi] yuzhaojing commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
yuzhaojing commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1122471239
@danny0405 Thanks for your review, I will fix this comment.
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1133816468
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1135874464
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1135944763
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1133658875
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[GitHub] [hudi] yuzhaojing commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
yuzhaojing commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1121988113
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1121957364
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[GitHub] [hudi] yuzhaojing closed pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
yuzhaojing closed pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
URL: https://github.com/apache/hudi/pull/3599
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1126669404
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1127150032
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1135371886
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1133646285
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1133655565
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[GitHub] [hudi] danny0405 commented on a diff in pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
danny0405 commented on code in PR #3599:
URL: https://github.com/apache/hudi/pull/3599#discussion_r879286361
##########
packaging/hudi-flink-bundle/pom.xml:
##########
@@ -430,6 +430,12 @@
<version>${flink.version}</version>
<scope>compile</scope>
</dependency>
+ <dependency>
+ <groupId>org.apache.flink</groupId>
+ <artifactId>flink-avro</artifactId>
+ <version>${flink.version}</version>
+ <scope>compile</scope>
+ </dependency>
Review Comment:
Why this change ?
##########
hudi-flink-datasource/hudi-flink/pom.xml:
##########
@@ -187,6 +187,12 @@
<version>${flink.version}</version>
<scope>provided</scope>
</dependency>
+ <dependency>
+ <groupId>org.apache.flink</groupId>
+ <artifactId>flink-avro</artifactId>
+ <version>${flink.version}</version>
+ <scope>provided</scope>
Review Comment:
Why this change ?
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1133702852
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[GitHub] [hudi] hudi-bot commented on pull request #3599: [HUDI-2207] Support independent flink hudi clustering function
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on PR #3599:
URL: https://github.com/apache/hudi/pull/3599#issuecomment-1135473319
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