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https://issues.apache.org/jira/browse/FLINK-2997?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15190534#comment-15190534
]
ASF GitHub Bot commented on FLINK-2997:
---------------------------------------
Github user gallenvara commented on a diff in the pull request:
https://github.com/apache/flink/pull/1776#discussion_r55794734
--- Diff:
flink-tests/src/test/java/org/apache/flink/test/javaApiOperators/CustomDistributionITCase.java
---
@@ -0,0 +1,142 @@
+/*
+ * 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.test.javaApiOperators;
+
+import org.apache.flink.api.java.tuple.Tuple2;
+import org.apache.flink.test.distribution.CustomDistribution;
+import org.apache.flink.api.common.functions.MapPartitionFunction;
+import org.apache.flink.api.java.DataSet;
+import org.apache.flink.api.java.ExecutionEnvironment;
+import org.apache.flink.api.java.tuple.Tuple1;
+import org.apache.flink.api.java.tuple.Tuple3;
+import org.apache.flink.api.java.utils.DataSetUtils;
+import org.apache.flink.types.IntValue;
+import org.apache.flink.util.Collector;
+import org.junit.Test;
+
+
+import static org.junit.Assert.assertEquals;
+
+
+public class CustomDistributionITCase {
+
+ @Test
+ public void testRangeWithDistribution1() throws Exception{
+
+ ExecutionEnvironment env =
ExecutionEnvironment.createLocalEnvironment();
+
+ DataSet<Tuple3<Integer, Integer, String>> input1 =
env.fromElements(
+ new Tuple3<>(1, 1, "Hi"),
+ new Tuple3<>(1, 2, "Hello"),
+ new Tuple3<>(1, 3, "Hello world"),
+ new Tuple3<>(2, 4, "Hello world, how are you?"),
+ new Tuple3<>(2, 5, "I am fine."),
+ new Tuple3<>(3, 6, "Luke Skywalker"),
+ new Tuple3<>(4, 7, "Comment#1"),
+ new Tuple3<>(4, 8, "Comment#2"),
+ new Tuple3<>(4, 9, "Comment#3"),
+ new Tuple3<>(5, 10, "Comment#4"));
+
+ IntValue[][] keys = new IntValue[2][2];
+
+ env.setParallelism(3);
+
+ for (int i = 0; i < 2; i++)
+ {
+ for (int j = 0; j < 2; j++)
+ {
+ keys[i][j] = new IntValue(i + j);
+ }
+ }
+
+ CustomDistribution cd = new CustomDistribution(keys);
+
+ DataSet<Tuple2<IntValue, IntValue>> out1 =
DataSetUtils.partitionByRange(input1.mapPartition(
+ new MapPartitionFunction<Tuple3<Integer,
Integer, String>, Tuple2<IntValue, IntValue>>() {
+ public void mapPartition(Iterable<Tuple3<Integer,
Integer, String>> values, Collector<Tuple2<IntValue, IntValue>> out) {
+ IntValue key1;
+ IntValue key2;
+ for (Tuple3<Integer, Integer, String> s :
values) {
+ key1 = new IntValue(s.f0);
+ key2 = new IntValue(s.f1);
+ out.collect(new Tuple2<>(key1, key2));
+ }
+ }
+ }), cd, 0, 1).groupBy(0).sum(0);
--- End diff --
Partition the inputs according the supplied distribution is the middle
process in range partitioning, and i don't know how to get the information of
records in every partition to validate its correctness. Can you give me some
sugesstions? Thanks.
> Support range partition with user customized data distribution.
> ---------------------------------------------------------------
>
> Key: FLINK-2997
> URL: https://issues.apache.org/jira/browse/FLINK-2997
> Project: Flink
> Issue Type: New Feature
> Reporter: Chengxiang Li
>
> This is a followup work of FLINK-7, sometime user have better knowledge of
> the source data, and they can build customized data distribution to do range
> partition more efficiently.
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