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Posted to commits@hudi.apache.org by GitBox <gi...@apache.org> on 2020/10/09 16:49:22 UTC

[GitHub] [hudi] wangxianghu opened a new pull request #2161: [HUDI-1328] Introduce HoodieFlinkEngineContext to hudi-flink-client

wangxianghu opened a new pull request #2161:
URL: https://github.com/apache/hudi/pull/2161


   ## *Tips*
   - *Thank you very much for contributing to Apache Hudi.*
   - *Please review https://hudi.apache.org/contributing.html before opening a pull request.*
   
   ## What is the purpose of the pull request
   
   *Introduce HoodieFlinkEngineContext to hudi-flink-client*
   
   ## Brief change log
   
   *(for example:)*
     - *Modify AnnotationLocation checkstyle rule in checkstyle.xml*
   
   ## Verify this pull request
   
   This pull request is already covered by existing tests, such as *TestHoodieFlinkEngineContext*.
   
   ## Committer checklist
   
    - [ ] Has a corresponding JIRA in PR title & commit
    
    - [ ] Commit message is descriptive of the change
    
    - [ ] CI is green
   
    - [ ] Necessary doc changes done or have another open PR
          
    - [ ] For large changes, please consider breaking it into sub-tasks under an umbrella JIRA.


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[GitHub] [hudi] wangxianghu commented on a change in pull request #2161: [HUDI-1328] Introduce HoodieFlinkEngineContext to hudi-flink-client

Posted by GitBox <gi...@apache.org>.
wangxianghu commented on a change in pull request #2161:
URL: https://github.com/apache/hudi/pull/2161#discussion_r502729962



##########
File path: hudi-client/hudi-flink-client/src/main/java/org/apache/hudi/client/common/HoodieFlinkEngineContext.java
##########
@@ -0,0 +1,89 @@
+/*
+ * 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.client.common;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hudi.client.common.function.SerializableConsumer;
+import org.apache.hudi.client.common.function.SerializableFunction;
+import org.apache.hudi.client.common.function.SerializablePairFunction;
+import org.apache.hudi.common.config.SerializableConfiguration;
+import org.apache.hudi.common.util.Option;
+
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;
+
+import static org.apache.hudi.client.common.function.FunctionWrapper.throwingFlatMapWrapper;
+import static org.apache.hudi.client.common.function.FunctionWrapper.throwingForeachWrapper;
+import static org.apache.hudi.client.common.function.FunctionWrapper.throwingMapToPairWrapper;
+import static org.apache.hudi.client.common.function.FunctionWrapper.throwingMapWrapper;
+
+/**
+ * A flink engine implementation of HoodieEngineContext.
+ */
+public class HoodieFlinkEngineContext extends HoodieEngineContext {
+
+  public HoodieFlinkEngineContext(TaskContextSupplier taskContextSupplier) {
+    this(new SerializableConfiguration(new Configuration()), taskContextSupplier);
+  }
+
+  public HoodieFlinkEngineContext(SerializableConfiguration hadoopConf, TaskContextSupplier taskContextSupplier) {
+    super(hadoopConf, taskContextSupplier);
+  }
+
+  @Override
+  public <I, O> List<O> map(List<I> data, SerializableFunction<I, O> func, int parallelism) {
+    return data.stream().parallel().map(throwingMapWrapper(func)).collect(Collectors.toList());
+  }
+
+  @Override
+  public <I, O> List<O> flatMap(List<I> data, SerializableFunction<I, Stream<O>> func, int parallelism) {
+    return data.stream().parallel().flatMap(throwingFlatMapWrapper(func)).collect(Collectors.toList());
+  }
+
+  @Override
+  public <I> void foreach(List<I> data, SerializableConsumer<I> consumer, int parallelism) {
+    data.forEach(throwingForeachWrapper(consumer));
+  }
+
+  @Override
+  public <I, K, V> Map<K, V> mapToPair(List<I> data, SerializablePairFunction<I, K, V> func, Integer parallelism) {
+    Map<K, V> map = new HashMap<>();
+    data.stream().map(throwingMapToPairWrapper(func)).forEach(x -> map.put(x._1, x._2));
+    return map;
+  }
+
+  @Override
+  public void setProperty(EngineProperty key, String value) {
+    // no operation for now
+  }
+
+  @Override
+  public Option<String> getProperty(EngineProperty key) {
+    // no operation for now
+    return Option.empty();
+  }
+
+  @Override
+  public void setJobStatus(String activeModule, String activityDescription) {
+    // no operation for now
+  }

Review comment:
       > maybe we would move the methods to super class as default implementation after finishing the flink integration.
   
   Good idea




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[GitHub] [hudi] wangxianghu commented on a change in pull request #2161: [HUDI-1328] Introduce HoodieFlinkEngineContext to hudi-flink-client

Posted by GitBox <gi...@apache.org>.
wangxianghu commented on a change in pull request #2161:
URL: https://github.com/apache/hudi/pull/2161#discussion_r502731487



##########
File path: hudi-client/hudi-flink-client/src/test/java/org/apache/hudi/client/common/TestHoodieFlinkEngineContext.java
##########
@@ -0,0 +1,115 @@
+/*
+ * 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.client.common;
+
+import org.apache.hudi.common.util.Option;
+import org.junit.jupiter.api.Assertions;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+import scala.Tuple2;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.List;
+import java.util.Map;
+import java.util.function.Supplier;
+
+/**
+ * Unit test against HoodieFlinkEngineContext.
+ */
+public class TestHoodieFlinkEngineContext {
+  private HoodieFlinkEngineContext context;
+
+  @BeforeEach
+  public void init() {
+    context = new HoodieFlinkEngineContext(new DummyTaskContextSupplier());
+  }
+
+  @Test
+  public void testMap() {
+    List<Integer> mapList = Arrays.asList(1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+    List<Integer> result = context.map(mapList, x -> x + 1, 2);
+    result.removeAll(mapList);
+
+    Assertions.assertEquals(1, result.size());
+    Assertions.assertEquals(11, result.get(0));
+  }
+
+  @Test
+  public void testFlatMap() {
+    List<String> list1 = Arrays.asList("a", "b", "c");
+    List<String> list2 = Arrays.asList("d", "e", "f");
+    List<String> list3 = Arrays.asList("g", "h", "i");
+
+    List<List<String>> inputList = new ArrayList<>();
+    inputList.add(list1);
+    inputList.add(list2);
+    inputList.add(list3);
+
+    List<String> result = context.flatMap(inputList, Collection::stream, 2);
+
+    Assertions.assertEquals(9, result.size());
+  }
+
+  @Test
+  public void testForeach() {
+    List<Integer> mapList = Arrays.asList(1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+    List<Integer> result = new ArrayList<>(10);
+    context.foreach(mapList, result::add, 2);
+
+    Assertions.assertEquals(result.size(), mapList.size());
+    Assertions.assertTrue(result.containsAll(mapList));
+  }
+
+  @Test
+  public void testMapToPair() {
+    List<String> mapList = Arrays.asList("hudi_flink", "hudi_spark");
+
+    Map<String, String> resultMap = context.mapToPair(mapList, x -> {
+      String[] splits = x.split("_");
+      return Tuple2.apply(splits[0], splits[1]);
+    }, 2);
+
+    Assertions.assertEquals("spark", resultMap.get("hudi"));

Review comment:
       > here would always get `spark` instead of `flink`?
   
   It should be. List is ordered.
   But `Assertions.assertNotNull(resultMap.get("hudi"))` should be better understood




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[GitHub] [hudi] wangxianghu commented on pull request #2161: [HUDI-1328] Introduce HoodieFlinkEngineContext to hudi-flink-client

Posted by GitBox <gi...@apache.org>.
wangxianghu commented on pull request #2161:
URL: https://github.com/apache/hudi/pull/2161#issuecomment-706289720


   @yanghua @leesf please take a look when free


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[GitHub] [hudi] wangxianghu commented on pull request #2161: [HUDI-1328] Introduce HoodieFlinkEngineContext to hudi-flink-client

Posted by GitBox <gi...@apache.org>.
wangxianghu commented on pull request #2161:
URL: https://github.com/apache/hudi/pull/2161#issuecomment-707549668


   > I am okay with the PR as-is. IIUC this change does not really add any flink related changes. It might be good to have PRs, such that add some functionality in each PR.
   > 
   > Also +1 on deferring further refactoring/reorganization until we can implement a first cut of flink support.
   
   Yes, this PR actually aims to introduce `hudi-flink-client`module, which is the basis of the incoming functionality PRs. 
   Agree with you that each PR should contain some functionality, will push it as your suggest 
   thanks


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[GitHub] [hudi] vinothchandar commented on pull request #2161: [HUDI-1328] Introduce HoodieFlinkEngineContext to hudi-flink-client

Posted by GitBox <gi...@apache.org>.
vinothchandar commented on pull request #2161:
URL: https://github.com/apache/hudi/pull/2161#issuecomment-707551778


   sg!  @wangxianghu 
   
   I ll let @leesf or @yanghua do the merging once they are ready 


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[GitHub] [hudi] leesf commented on a change in pull request #2161: [HUDI-1328] Introduce HoodieFlinkEngineContext to hudi-flink-client

Posted by GitBox <gi...@apache.org>.
leesf commented on a change in pull request #2161:
URL: https://github.com/apache/hudi/pull/2161#discussion_r502729805



##########
File path: hudi-client/hudi-flink-client/src/main/java/org/apache/hudi/client/common/HoodieFlinkEngineContext.java
##########
@@ -0,0 +1,89 @@
+/*
+ * 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.client.common;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hudi.client.common.function.SerializableConsumer;
+import org.apache.hudi.client.common.function.SerializableFunction;
+import org.apache.hudi.client.common.function.SerializablePairFunction;
+import org.apache.hudi.common.config.SerializableConfiguration;
+import org.apache.hudi.common.util.Option;
+
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;
+
+import static org.apache.hudi.client.common.function.FunctionWrapper.throwingFlatMapWrapper;
+import static org.apache.hudi.client.common.function.FunctionWrapper.throwingForeachWrapper;
+import static org.apache.hudi.client.common.function.FunctionWrapper.throwingMapToPairWrapper;
+import static org.apache.hudi.client.common.function.FunctionWrapper.throwingMapWrapper;
+
+/**
+ * A flink engine implementation of HoodieEngineContext.
+ */
+public class HoodieFlinkEngineContext extends HoodieEngineContext {
+
+  public HoodieFlinkEngineContext(TaskContextSupplier taskContextSupplier) {
+    this(new SerializableConfiguration(new Configuration()), taskContextSupplier);
+  }
+
+  public HoodieFlinkEngineContext(SerializableConfiguration hadoopConf, TaskContextSupplier taskContextSupplier) {
+    super(hadoopConf, taskContextSupplier);
+  }
+
+  @Override
+  public <I, O> List<O> map(List<I> data, SerializableFunction<I, O> func, int parallelism) {
+    return data.stream().parallel().map(throwingMapWrapper(func)).collect(Collectors.toList());
+  }
+
+  @Override
+  public <I, O> List<O> flatMap(List<I> data, SerializableFunction<I, Stream<O>> func, int parallelism) {
+    return data.stream().parallel().flatMap(throwingFlatMapWrapper(func)).collect(Collectors.toList());
+  }
+
+  @Override
+  public <I> void foreach(List<I> data, SerializableConsumer<I> consumer, int parallelism) {
+    data.forEach(throwingForeachWrapper(consumer));
+  }
+
+  @Override
+  public <I, K, V> Map<K, V> mapToPair(List<I> data, SerializablePairFunction<I, K, V> func, Integer parallelism) {
+    Map<K, V> map = new HashMap<>();
+    data.stream().map(throwingMapToPairWrapper(func)).forEach(x -> map.put(x._1, x._2));
+    return map;
+  }
+
+  @Override
+  public void setProperty(EngineProperty key, String value) {
+    // no operation for now
+  }
+
+  @Override
+  public Option<String> getProperty(EngineProperty key) {
+    // no operation for now
+    return Option.empty();
+  }
+
+  @Override
+  public void setJobStatus(String activeModule, String activityDescription) {
+    // no operation for now
+  }

Review comment:
       maybe we would move the methods to super class as default implementation after finishing the flink integration.




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[GitHub] [hudi] codecov-io edited a comment on pull request #2161: [HUDI-1328] Introduce HoodieFlinkEngineContext to hudi-flink-client

Posted by GitBox <gi...@apache.org>.
codecov-io edited a comment on pull request #2161:
URL: https://github.com/apache/hudi/pull/2161#issuecomment-706340613


   # [Codecov](https://codecov.io/gh/apache/hudi/pull/2161?src=pr&el=h1) Report
   > Merging [#2161](https://codecov.io/gh/apache/hudi/pull/2161?src=pr&el=desc) into [master](https://codecov.io/gh/apache/hudi/commit/1d1d91d444b6af2b24b17d94068512a930877a98?el=desc) will **not change** coverage.
   > The diff coverage is `n/a`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/hudi/pull/2161/graphs/tree.svg?width=650&height=150&src=pr&token=VTTXabwbs2)](https://codecov.io/gh/apache/hudi/pull/2161?src=pr&el=tree)
   
   ```diff
   @@            Coverage Diff            @@
   ##             master    #2161   +/-   ##
   =========================================
     Coverage     53.61%   53.61%           
     Complexity     2845     2845           
   =========================================
     Files           359      359           
     Lines         16535    16535           
     Branches       1777     1777           
   =========================================
     Hits           8866     8866           
     Misses         6912     6912           
     Partials        757      757           
   ```
   
   | Flag | Coverage Δ | Complexity Δ | |
   |---|---|---|---|
   | #hudicli | `38.37% <ø> (ø)` | `193.00 <ø> (ø)` | |
   | #hudiclient | `100.00% <ø> (ø)` | `0.00 <ø> (ø)` | |
   | #hudicommon | `54.74% <ø> (ø)` | `1793.00 <ø> (ø)` | |
   | #hudihadoopmr | `33.05% <ø> (ø)` | `181.00 <ø> (ø)` | |
   | #hudispark | `65.51% <ø> (ø)` | `303.00 <ø> (ø)` | |
   | #huditimelineservice | `62.29% <ø> (ø)` | `50.00 <ø> (ø)` | |
   | #hudiutilities | `69.98% <ø> (ø)` | `325.00 <ø> (ø)` | |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Impacted Files](https://codecov.io/gh/apache/hudi/pull/2161?src=pr&el=tree) | Coverage Δ | Complexity Δ | |
   |---|---|---|---|
   | [.../org/apache/hudi/common/model/HoodieTableType.java](https://codecov.io/gh/apache/hudi/pull/2161/diff?src=pr&el=tree#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvY29tbW9uL21vZGVsL0hvb2RpZVRhYmxlVHlwZS5qYXZh) | `100.00% <0.00%> (ø)` | `1.00% <0.00%> (ø%)` | |
   | [...i/common/model/OverwriteWithLatestAvroPayload.java](https://codecov.io/gh/apache/hudi/pull/2161/diff?src=pr&el=tree#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvY29tbW9uL21vZGVsL092ZXJ3cml0ZVdpdGhMYXRlc3RBdnJvUGF5bG9hZC5qYXZh) | `64.70% <0.00%> (ø)` | `10.00% <0.00%> (ø%)` | |
   | [...del/OverwriteNonDefaultsWithLatestAvroPayload.java](https://codecov.io/gh/apache/hudi/pull/2161/diff?src=pr&el=tree#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvY29tbW9uL21vZGVsL092ZXJ3cml0ZU5vbkRlZmF1bHRzV2l0aExhdGVzdEF2cm9QYXlsb2FkLmphdmE=) | `78.94% <0.00%> (ø)` | `5.00% <0.00%> (ø%)` | |
   


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[GitHub] [hudi] codecov-io edited a comment on pull request #2161: [HUDI-1328] Introduce HoodieFlinkEngineContext to hudi-flink-client

Posted by GitBox <gi...@apache.org>.
codecov-io edited a comment on pull request #2161:
URL: https://github.com/apache/hudi/pull/2161#issuecomment-706340613


   # [Codecov](https://codecov.io/gh/apache/hudi/pull/2161?src=pr&el=h1) Report
   > Merging [#2161](https://codecov.io/gh/apache/hudi/pull/2161?src=pr&el=desc) into [master](https://codecov.io/gh/apache/hudi/commit/1d1d91d444b6af2b24b17d94068512a930877a98?el=desc) will **not change** coverage.
   > The diff coverage is `n/a`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/hudi/pull/2161/graphs/tree.svg?width=650&height=150&src=pr&token=VTTXabwbs2)](https://codecov.io/gh/apache/hudi/pull/2161?src=pr&el=tree)
   
   ```diff
   @@            Coverage Diff            @@
   ##             master    #2161   +/-   ##
   =========================================
     Coverage     53.61%   53.61%           
     Complexity     2845     2845           
   =========================================
     Files           359      359           
     Lines         16535    16535           
     Branches       1777     1777           
   =========================================
     Hits           8866     8866           
     Misses         6912     6912           
     Partials        757      757           
   ```
   
   | Flag | Coverage Δ | Complexity Δ | |
   |---|---|---|---|
   | #hudicli | `38.37% <ø> (ø)` | `193.00 <ø> (ø)` | |
   | #hudiclient | `100.00% <ø> (ø)` | `0.00 <ø> (ø)` | |
   | #hudicommon | `54.74% <ø> (ø)` | `1793.00 <ø> (ø)` | |
   | #hudihadoopmr | `33.05% <ø> (ø)` | `181.00 <ø> (ø)` | |
   | #hudispark | `65.51% <ø> (ø)` | `303.00 <ø> (ø)` | |
   | #huditimelineservice | `62.29% <ø> (ø)` | `50.00 <ø> (ø)` | |
   | #hudiutilities | `69.98% <ø> (ø)` | `325.00 <ø> (ø)` | |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Impacted Files](https://codecov.io/gh/apache/hudi/pull/2161?src=pr&el=tree) | Coverage Δ | Complexity Δ | |
   |---|---|---|---|
   | [.../org/apache/hudi/common/model/HoodieTableType.java](https://codecov.io/gh/apache/hudi/pull/2161/diff?src=pr&el=tree#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvY29tbW9uL21vZGVsL0hvb2RpZVRhYmxlVHlwZS5qYXZh) | `100.00% <0.00%> (ø)` | `1.00% <0.00%> (ø%)` | |
   | [...i/common/model/OverwriteWithLatestAvroPayload.java](https://codecov.io/gh/apache/hudi/pull/2161/diff?src=pr&el=tree#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvY29tbW9uL21vZGVsL092ZXJ3cml0ZVdpdGhMYXRlc3RBdnJvUGF5bG9hZC5qYXZh) | `64.70% <0.00%> (ø)` | `10.00% <0.00%> (ø%)` | |
   | [...del/OverwriteNonDefaultsWithLatestAvroPayload.java](https://codecov.io/gh/apache/hudi/pull/2161/diff?src=pr&el=tree#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvY29tbW9uL21vZGVsL092ZXJ3cml0ZU5vbkRlZmF1bHRzV2l0aExhdGVzdEF2cm9QYXlsb2FkLmphdmE=) | `78.94% <0.00%> (ø)` | `5.00% <0.00%> (ø%)` | |
   


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[GitHub] [hudi] leesf commented on pull request #2161: [HUDI-1328] Introduce HoodieFlinkEngineContext to hudi-flink-client

Posted by GitBox <gi...@apache.org>.
leesf commented on pull request #2161:
URL: https://github.com/apache/hudi/pull/2161#issuecomment-708099080


   > sg! @wangxianghu
   > 
   > I ll let @leesf or @yanghua do the merging once they are ready
   
   Merging this PR. cc @vinothchandar 


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[GitHub] [hudi] leesf commented on a change in pull request #2161: [HUDI-1328] Introduce HoodieFlinkEngineContext to hudi-flink-client

Posted by GitBox <gi...@apache.org>.
leesf commented on a change in pull request #2161:
URL: https://github.com/apache/hudi/pull/2161#discussion_r502730336



##########
File path: hudi-client/hudi-flink-client/src/test/java/org/apache/hudi/client/common/TestHoodieFlinkEngineContext.java
##########
@@ -0,0 +1,115 @@
+/*
+ * 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.client.common;
+
+import org.apache.hudi.common.util.Option;
+import org.junit.jupiter.api.Assertions;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+import scala.Tuple2;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.List;
+import java.util.Map;
+import java.util.function.Supplier;
+
+/**
+ * Unit test against HoodieFlinkEngineContext.
+ */
+public class TestHoodieFlinkEngineContext {
+  private HoodieFlinkEngineContext context;
+
+  @BeforeEach
+  public void init() {
+    context = new HoodieFlinkEngineContext(new DummyTaskContextSupplier());
+  }
+
+  @Test
+  public void testMap() {
+    List<Integer> mapList = Arrays.asList(1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+    List<Integer> result = context.map(mapList, x -> x + 1, 2);
+    result.removeAll(mapList);
+
+    Assertions.assertEquals(1, result.size());
+    Assertions.assertEquals(11, result.get(0));
+  }
+
+  @Test
+  public void testFlatMap() {
+    List<String> list1 = Arrays.asList("a", "b", "c");
+    List<String> list2 = Arrays.asList("d", "e", "f");
+    List<String> list3 = Arrays.asList("g", "h", "i");
+
+    List<List<String>> inputList = new ArrayList<>();
+    inputList.add(list1);
+    inputList.add(list2);
+    inputList.add(list3);
+
+    List<String> result = context.flatMap(inputList, Collection::stream, 2);
+
+    Assertions.assertEquals(9, result.size());
+  }
+
+  @Test
+  public void testForeach() {
+    List<Integer> mapList = Arrays.asList(1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+    List<Integer> result = new ArrayList<>(10);
+    context.foreach(mapList, result::add, 2);
+
+    Assertions.assertEquals(result.size(), mapList.size());
+    Assertions.assertTrue(result.containsAll(mapList));
+  }
+
+  @Test
+  public void testMapToPair() {
+    List<String> mapList = Arrays.asList("hudi_flink", "hudi_spark");
+
+    Map<String, String> resultMap = context.mapToPair(mapList, x -> {
+      String[] splits = x.split("_");
+      return Tuple2.apply(splits[0], splits[1]);
+    }, 2);
+
+    Assertions.assertEquals("spark", resultMap.get("hudi"));

Review comment:
       here would always get `spark` instead of `flink`?




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[GitHub] [hudi] wangxianghu commented on a change in pull request #2161: [HUDI-1328] Introduce HoodieFlinkEngineContext to hudi-flink-client

Posted by GitBox <gi...@apache.org>.
wangxianghu commented on a change in pull request #2161:
URL: https://github.com/apache/hudi/pull/2161#discussion_r502731712



##########
File path: hudi-client/hudi-flink-client/src/main/java/org/apache/hudi/client/common/function/FunctionWrapper.java
##########
@@ -0,0 +1,72 @@
+/*
+ * 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.client.common.function;
+
+import scala.Tuple2;
+
+import java.util.function.Consumer;
+import java.util.function.Function;
+import java.util.stream.Stream;
+
+/**
+ * Function wrapper util class, which catches the exception thrown by input function and return a similar function
+ * with no exception thrown.
+ */
+public class FunctionWrapper {
+
+  public static <I, O> Function<I, O> throwingMapWrapper(SerializableFunction<I, O> throwingMapFunction) {
+    return v1 -> {
+      try {
+        return throwingMapFunction.apply(v1);
+      } catch (Exception e) {
+        throw new RuntimeException(e);

Review comment:
       > use HoodieException?
   
   done




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[GitHub] [hudi] codecov-io commented on pull request #2161: [HUDI-1328] Introduce HoodieFlinkEngineContext to hudi-flink-client

Posted by GitBox <gi...@apache.org>.
codecov-io commented on pull request #2161:
URL: https://github.com/apache/hudi/pull/2161#issuecomment-706340613


   # [Codecov](https://codecov.io/gh/apache/hudi/pull/2161?src=pr&el=h1) Report
   > Merging [#2161](https://codecov.io/gh/apache/hudi/pull/2161?src=pr&el=desc) into [master](https://codecov.io/gh/apache/hudi/commit/1d1d91d444b6af2b24b17d94068512a930877a98?el=desc) will **not change** coverage.
   > The diff coverage is `n/a`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/hudi/pull/2161/graphs/tree.svg?width=650&height=150&src=pr&token=VTTXabwbs2)](https://codecov.io/gh/apache/hudi/pull/2161?src=pr&el=tree)
   
   ```diff
   @@            Coverage Diff            @@
   ##             master    #2161   +/-   ##
   =========================================
     Coverage     53.61%   53.61%           
     Complexity     2845     2845           
   =========================================
     Files           359      359           
     Lines         16535    16535           
     Branches       1777     1777           
   =========================================
     Hits           8866     8866           
     Misses         6912     6912           
     Partials        757      757           
   ```
   
   | Flag | Coverage Δ | Complexity Δ | |
   |---|---|---|---|
   | #hudicli | `38.37% <ø> (ø)` | `193.00 <ø> (ø)` | |
   | #hudiclient | `100.00% <ø> (ø)` | `0.00 <ø> (ø)` | |
   | #hudicommon | `54.74% <ø> (ø)` | `1793.00 <ø> (ø)` | |
   | #hudihadoopmr | `33.05% <ø> (ø)` | `181.00 <ø> (ø)` | |
   | #hudispark | `65.51% <ø> (ø)` | `303.00 <ø> (ø)` | |
   | #huditimelineservice | `62.29% <ø> (ø)` | `50.00 <ø> (ø)` | |
   | #hudiutilities | `69.98% <ø> (ø)` | `325.00 <ø> (ø)` | |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   


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[GitHub] [hudi] leesf merged pull request #2161: [HUDI-1328] Introduce HoodieFlinkEngineContext to hudi-flink-client

Posted by GitBox <gi...@apache.org>.
leesf merged pull request #2161:
URL: https://github.com/apache/hudi/pull/2161


   


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[GitHub] [hudi] wangxianghu commented on a change in pull request #2161: [HUDI-1328] Introduce HoodieFlinkEngineContext to hudi-flink-client

Posted by GitBox <gi...@apache.org>.
wangxianghu commented on a change in pull request #2161:
URL: https://github.com/apache/hudi/pull/2161#discussion_r502731487



##########
File path: hudi-client/hudi-flink-client/src/test/java/org/apache/hudi/client/common/TestHoodieFlinkEngineContext.java
##########
@@ -0,0 +1,115 @@
+/*
+ * 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.client.common;
+
+import org.apache.hudi.common.util.Option;
+import org.junit.jupiter.api.Assertions;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+import scala.Tuple2;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.List;
+import java.util.Map;
+import java.util.function.Supplier;
+
+/**
+ * Unit test against HoodieFlinkEngineContext.
+ */
+public class TestHoodieFlinkEngineContext {
+  private HoodieFlinkEngineContext context;
+
+  @BeforeEach
+  public void init() {
+    context = new HoodieFlinkEngineContext(new DummyTaskContextSupplier());
+  }
+
+  @Test
+  public void testMap() {
+    List<Integer> mapList = Arrays.asList(1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+    List<Integer> result = context.map(mapList, x -> x + 1, 2);
+    result.removeAll(mapList);
+
+    Assertions.assertEquals(1, result.size());
+    Assertions.assertEquals(11, result.get(0));
+  }
+
+  @Test
+  public void testFlatMap() {
+    List<String> list1 = Arrays.asList("a", "b", "c");
+    List<String> list2 = Arrays.asList("d", "e", "f");
+    List<String> list3 = Arrays.asList("g", "h", "i");
+
+    List<List<String>> inputList = new ArrayList<>();
+    inputList.add(list1);
+    inputList.add(list2);
+    inputList.add(list3);
+
+    List<String> result = context.flatMap(inputList, Collection::stream, 2);
+
+    Assertions.assertEquals(9, result.size());
+  }
+
+  @Test
+  public void testForeach() {
+    List<Integer> mapList = Arrays.asList(1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+    List<Integer> result = new ArrayList<>(10);
+    context.foreach(mapList, result::add, 2);
+
+    Assertions.assertEquals(result.size(), mapList.size());
+    Assertions.assertTrue(result.containsAll(mapList));
+  }
+
+  @Test
+  public void testMapToPair() {
+    List<String> mapList = Arrays.asList("hudi_flink", "hudi_spark");
+
+    Map<String, String> resultMap = context.mapToPair(mapList, x -> {
+      String[] splits = x.split("_");
+      return Tuple2.apply(splits[0], splits[1]);
+    }, 2);
+
+    Assertions.assertEquals("spark", resultMap.get("hudi"));

Review comment:
       > here would always get `spark` instead of `flink`?
   
   It should be. List is ordered.
   `Assertions.assertNotNull(resultMap.get("hudi"))` should be better understood




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[GitHub] [hudi] codecov-io edited a comment on pull request #2161: [HUDI-1328] Introduce HoodieFlinkEngineContext to hudi-flink-client

Posted by GitBox <gi...@apache.org>.
codecov-io edited a comment on pull request #2161:
URL: https://github.com/apache/hudi/pull/2161#issuecomment-706340613


   # [Codecov](https://codecov.io/gh/apache/hudi/pull/2161?src=pr&el=h1) Report
   > Merging [#2161](https://codecov.io/gh/apache/hudi/pull/2161?src=pr&el=desc) into [master](https://codecov.io/gh/apache/hudi/commit/1d1d91d444b6af2b24b17d94068512a930877a98?el=desc) will **not change** coverage.
   > The diff coverage is `n/a`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/hudi/pull/2161/graphs/tree.svg?width=650&height=150&src=pr&token=VTTXabwbs2)](https://codecov.io/gh/apache/hudi/pull/2161?src=pr&el=tree)
   
   ```diff
   @@            Coverage Diff            @@
   ##             master    #2161   +/-   ##
   =========================================
     Coverage     53.61%   53.61%           
     Complexity     2845     2845           
   =========================================
     Files           359      359           
     Lines         16535    16535           
     Branches       1777     1777           
   =========================================
     Hits           8866     8866           
     Misses         6912     6912           
     Partials        757      757           
   ```
   
   | Flag | Coverage Δ | Complexity Δ | |
   |---|---|---|---|
   | #hudicli | `38.37% <ø> (ø)` | `193.00 <ø> (ø)` | |
   | #hudiclient | `100.00% <ø> (ø)` | `0.00 <ø> (ø)` | |
   | #hudicommon | `54.74% <ø> (ø)` | `1793.00 <ø> (ø)` | |
   | #hudihadoopmr | `33.05% <ø> (ø)` | `181.00 <ø> (ø)` | |
   | #hudispark | `65.51% <ø> (ø)` | `303.00 <ø> (ø)` | |
   | #huditimelineservice | `62.29% <ø> (ø)` | `50.00 <ø> (ø)` | |
   | #hudiutilities | `69.98% <ø> (ø)` | `325.00 <ø> (ø)` | |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Impacted Files](https://codecov.io/gh/apache/hudi/pull/2161?src=pr&el=tree) | Coverage Δ | Complexity Δ | |
   |---|---|---|---|
   | [.../org/apache/hudi/common/model/HoodieTableType.java](https://codecov.io/gh/apache/hudi/pull/2161/diff?src=pr&el=tree#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvY29tbW9uL21vZGVsL0hvb2RpZVRhYmxlVHlwZS5qYXZh) | `100.00% <0.00%> (ø)` | `1.00% <0.00%> (ø%)` | |
   | [...i/common/model/OverwriteWithLatestAvroPayload.java](https://codecov.io/gh/apache/hudi/pull/2161/diff?src=pr&el=tree#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvY29tbW9uL21vZGVsL092ZXJ3cml0ZVdpdGhMYXRlc3RBdnJvUGF5bG9hZC5qYXZh) | `64.70% <0.00%> (ø)` | `10.00% <0.00%> (ø%)` | |
   | [...del/OverwriteNonDefaultsWithLatestAvroPayload.java](https://codecov.io/gh/apache/hudi/pull/2161/diff?src=pr&el=tree#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvY29tbW9uL21vZGVsL092ZXJ3cml0ZU5vbkRlZmF1bHRzV2l0aExhdGVzdEF2cm9QYXlsb2FkLmphdmE=) | `78.94% <0.00%> (ø)` | `5.00% <0.00%> (ø%)` | |
   


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[GitHub] [hudi] codecov-io edited a comment on pull request #2161: [HUDI-1328] Introduce HoodieFlinkEngineContext to hudi-flink-client

Posted by GitBox <gi...@apache.org>.
codecov-io edited a comment on pull request #2161:
URL: https://github.com/apache/hudi/pull/2161#issuecomment-706340613


   # [Codecov](https://codecov.io/gh/apache/hudi/pull/2161?src=pr&el=h1) Report
   > Merging [#2161](https://codecov.io/gh/apache/hudi/pull/2161?src=pr&el=desc) into [master](https://codecov.io/gh/apache/hudi/commit/1d1d91d444b6af2b24b17d94068512a930877a98?el=desc) will **not change** coverage.
   > The diff coverage is `n/a`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/hudi/pull/2161/graphs/tree.svg?width=650&height=150&src=pr&token=VTTXabwbs2)](https://codecov.io/gh/apache/hudi/pull/2161?src=pr&el=tree)
   
   ```diff
   @@            Coverage Diff            @@
   ##             master    #2161   +/-   ##
   =========================================
     Coverage     53.61%   53.61%           
     Complexity     2845     2845           
   =========================================
     Files           359      359           
     Lines         16535    16535           
     Branches       1777     1777           
   =========================================
     Hits           8866     8866           
     Misses         6912     6912           
     Partials        757      757           
   ```
   
   | Flag | Coverage Δ | Complexity Δ | |
   |---|---|---|---|
   | #hudicli | `38.37% <ø> (ø)` | `193.00 <ø> (ø)` | |
   | #hudiclient | `100.00% <ø> (ø)` | `0.00 <ø> (ø)` | |
   | #hudicommon | `54.74% <ø> (ø)` | `1793.00 <ø> (ø)` | |
   | #hudihadoopmr | `33.05% <ø> (ø)` | `181.00 <ø> (ø)` | |
   | #hudispark | `65.51% <ø> (ø)` | `303.00 <ø> (ø)` | |
   | #huditimelineservice | `62.29% <ø> (ø)` | `50.00 <ø> (ø)` | |
   | #hudiutilities | `69.98% <ø> (ø)` | `325.00 <ø> (ø)` | |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   


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[GitHub] [hudi] leesf commented on a change in pull request #2161: [HUDI-1328] Introduce HoodieFlinkEngineContext to hudi-flink-client

Posted by GitBox <gi...@apache.org>.
leesf commented on a change in pull request #2161:
URL: https://github.com/apache/hudi/pull/2161#discussion_r502729011



##########
File path: hudi-client/hudi-flink-client/src/main/java/org/apache/hudi/client/common/function/FunctionWrapper.java
##########
@@ -0,0 +1,72 @@
+/*
+ * 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.client.common.function;
+
+import scala.Tuple2;
+
+import java.util.function.Consumer;
+import java.util.function.Function;
+import java.util.stream.Stream;
+
+/**
+ * Function wrapper util class, which catches the exception thrown by input function and return a similar function
+ * with no exception thrown.
+ */
+public class FunctionWrapper {
+
+  public static <I, O> Function<I, O> throwingMapWrapper(SerializableFunction<I, O> throwingMapFunction) {
+    return v1 -> {
+      try {
+        return throwingMapFunction.apply(v1);
+      } catch (Exception e) {
+        throw new RuntimeException(e);

Review comment:
       use HoodieException?




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