druid/indexing-service/pom.xml

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<?xml version="1.0" encoding="UTF-8"?>
<!--
~ 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.
-->
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
<modelVersion>4.0.0</modelVersion>
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<artifactId>druid-indexing-service</artifactId>
<name>druid-indexing-service</name>
<description>druid-indexing-service</description>
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<parent>
<groupId>org.apache.druid</groupId>
<artifactId>druid</artifactId>
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<version>0.18.0-SNAPSHOT</version>
</parent>
<dependencies>
<dependency>
<groupId>org.apache.druid</groupId>
<artifactId>druid-core</artifactId>
<version>${project.parent.version}</version>
</dependency>
<dependency>
<groupId>org.apache.druid</groupId>
<artifactId>druid-server</artifactId>
<version>${project.parent.version}</version>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-client</artifactId>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>org.apache.druid</groupId>
<artifactId>druid-indexing-hadoop</artifactId>
<version>${project.parent.version}</version>
</dependency>
<dependency>
<groupId>org.apache.druid</groupId>
<artifactId>druid-processing</artifactId>
<version>${project.parent.version}</version>
</dependency>
<dependency>
<groupId>org.apache.druid</groupId>
<artifactId>druid-hll</artifactId>
<version>${project.parent.version}</version>
</dependency>
<dependency>
<groupId>io.dropwizard.metrics</groupId>
<artifactId>metrics-core</artifactId>
</dependency>
<dependency>
<groupId>com.google.code.findbugs</groupId>
<artifactId>jsr305</artifactId>
</dependency>
<dependency>
<groupId>commons-io</groupId>
<artifactId>commons-io</artifactId>
</dependency>
<dependency>
<groupId>com.fasterxml.jackson.core</groupId>
<artifactId>jackson-annotations</artifactId>
</dependency>
<dependency>
<groupId>org.apache.curator</groupId>
<artifactId>curator-framework</artifactId>
</dependency>
<dependency>
<groupId>org.apache.curator</groupId>
<artifactId>curator-client</artifactId>
</dependency>
<dependency>
<groupId>joda-time</groupId>
<artifactId>joda-time</artifactId>
</dependency>
<dependency>
<groupId>com.google.inject</groupId>
<artifactId>guice</artifactId>
</dependency>
<dependency>
<groupId>com.fasterxml.jackson.core</groupId>
<artifactId>jackson-databind</artifactId>
</dependency>
<dependency>
<groupId>com.google.inject.extensions</groupId>
<artifactId>guice-multibindings</artifactId>
</dependency>
<dependency>
<groupId>commons-lang</groupId>
<artifactId>commons-lang</artifactId>
</dependency>
<dependency>
<groupId>javax.ws.rs</groupId>
<artifactId>jsr311-api</artifactId>
</dependency>
<dependency>
<groupId>javax.inject</groupId>
<artifactId>javax.inject</artifactId>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-mapreduce-client-core</artifactId>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-common</artifactId>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>io.netty</groupId>
<artifactId>netty</artifactId>
</dependency>
<dependency>
<groupId>org.apache.zookeeper</groupId>
<artifactId>zookeeper</artifactId>
</dependency>
<dependency>
<groupId>javax.servlet</groupId>
<artifactId>javax.servlet-api</artifactId>
</dependency>
<dependency>
<groupId>com.fasterxml.jackson.core</groupId>
<artifactId>jackson-core</artifactId>
</dependency>
<dependency>
<groupId>com.sun.jersey</groupId>
<artifactId>jersey-server</artifactId>
</dependency>
<dependency>
<groupId>com.google.guava</groupId>
<artifactId>guava</artifactId>
</dependency>
<dependency>
<groupId>org.apache.curator</groupId>
<artifactId>curator-recipes</artifactId>
</dependency>
<dependency>
<groupId>javax.validation</groupId>
<artifactId>validation-api</artifactId>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-yarn-common</artifactId>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>javax.servlet</groupId>
<artifactId>servlet-api</artifactId>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>io.netty</groupId>
<artifactId>netty-handler</artifactId>
</dependency>
<dependency>
<groupId>org.apache.commons</groupId>
<artifactId>commons-lang3</artifactId>
</dependency>
<dependency>
<groupId>commons-codec</groupId>
<artifactId>commons-codec</artifactId>
</dependency>
<dependency>
<groupId>org.eclipse.jetty</groupId>
<artifactId>jetty-util</artifactId>
</dependency>
<dependency>
<groupId>com.fasterxml.jackson.jaxrs</groupId>
<artifactId>jackson-jaxrs-smile-provider</artifactId>
</dependency>
<dependency>
<groupId>com.google.errorprone</groupId>
<artifactId>error_prone_annotations</artifactId>
</dependency>
<dependency>
<groupId>org.codehaus.plexus</groupId>
<artifactId>plexus-utils</artifactId>
</dependency>
<dependency>
<groupId>it.unimi.dsi</groupId>
<artifactId>fastutil</artifactId>
</dependency>
Parallel indexing single dim partitions (#8925) * Parallel indexing single dim partitions Implements single dimension range partitioning for native parallel batch indexing as described in #8769. This initial version requires the druid-datasketches extension to be loaded. The algorithm has 5 phases that are orchestrated by the supervisor in `ParallelIndexSupervisorTask#runRangePartitionMultiPhaseParallel()`. These phases and the main classes involved are described below: 1) In parallel, determine the distribution of dimension values for each input source split. `PartialDimensionDistributionTask` uses `StringSketch` to generate the approximate distribution of dimension values for each input source split. If the rows are ungrouped, `PartialDimensionDistributionTask.UngroupedRowDimensionValueFilter` uses a Bloom filter to skip rows that would be grouped. The final distribution is sent back to the supervisor via `DimensionDistributionReport`. 2) The range partitions are determined. In `ParallelIndexSupervisorTask#determineAllRangePartitions()`, the supervisor uses `StringSketchMerger` to merge the individual `StringSketch`es created in the preceding phase. The merged sketch is then used to create the range partitions. 3) In parallel, generate partial range-partitioned segments. `PartialRangeSegmentGenerateTask` uses the range partitions determined in the preceding phase and `RangePartitionCachingLocalSegmentAllocator` to generate `SingleDimensionShardSpec`s. The partition information is sent back to the supervisor via `GeneratedGenericPartitionsReport`. 4) The partial range segments are grouped. In `ParallelIndexSupervisorTask#groupGenericPartitionLocationsPerPartition()`, the supervisor creates the `PartialGenericSegmentMergeIOConfig`s necessary for the next phase. 5) In parallel, merge partial range-partitioned segments. `PartialGenericSegmentMergeTask` uses `GenericPartitionLocation` to retrieve the partial range-partitioned segments generated earlier and then merges and publishes them. * Fix dependencies & forbidden apis * Fixes for integration test * Address review comments * Fix docs, strict compile, sketch check, rollup check * Fix first shard spec, partition serde, single subtask * Fix first partition check in test * Misc rewording/refactoring to address code review * Fix doc link * Split batch index integration test * Do not run parallel-batch-index twice * Adjust last partition * Split ITParallelIndexTest to reduce runtime * Rename test class * Allow null values in range partitions * Indicate which phase failed * Improve asserts in tests
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<dependency>
<groupId>org.apache.logging.log4j</groupId>
<artifactId>log4j-core</artifactId>
</dependency>
<dependency>
<groupId>org.apache.logging.log4j</groupId>
<artifactId>log4j-api</artifactId>
</dependency>
<dependency>
<!-- Used in native parallel batch indexing to determine distribution of dimension values -->
<groupId>org.apache.datasketches</groupId>
<artifactId>datasketches-java</artifactId>
<scope>provided</scope>
</dependency>
<dependency>
<!-- Used in native parallel batch indexing to determine distribution of dimension values -->
<groupId>org.apache.datasketches</groupId>
<artifactId>datasketches-memory</artifactId>
<scope>provided</scope>
</dependency>
<!-- Tests -->
<dependency>
<groupId>junit</groupId>
<artifactId>junit</artifactId>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.easymock</groupId>
<artifactId>easymock</artifactId>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.apache.curator</groupId>
<artifactId>curator-test</artifactId>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.apache.druid</groupId>
<artifactId>druid-core</artifactId>
<version>${project.parent.version}</version>
<type>test-jar</type>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.apache.druid</groupId>
<artifactId>druid-processing</artifactId>
<version>${project.parent.version}</version>
<type>test-jar</type>
<scope>test</scope>
</dependency>
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<dependency>
<groupId>org.apache.druid</groupId>
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<artifactId>druid-server</artifactId>
<version>${project.parent.version}</version>
<type>test-jar</type>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.hamcrest</groupId>
<artifactId>hamcrest-all</artifactId>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.hamcrest</groupId>
<artifactId>hamcrest-core</artifactId>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.assertj</groupId>
<artifactId>assertj-core</artifactId>
<scope>test</scope>
</dependency>
<dependency>
<groupId>nl.jqno.equalsverifier</groupId>
<artifactId>equalsverifier</artifactId>
<scope>test</scope>
</dependency>
</dependencies>
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<build>
<plugins>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-jar-plugin</artifactId>
<executions>
<execution>
<goals>
<goal>test-jar</goal>
</goals>
</execution>
</executions>
</plugin>
</plugins>
</build>
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</project>