Currently, all Hudi Relations bear performance gap relative to Spark's HadoopFsRelation and the reason to that is SchemaPruning optimization rule (pruning nested schemas) that is unfortunately predicated on usage of HadoopFsRelation, meaning that it's not applied in cases when any other relation is used. This change is porting this rule to Hudi relations (MOR, Incremental, etc) by the virtue of leveraging HoodieSparkSessionExtensions mechanism injecting modified version of the original SchemaPruning rule that is adopted to work w/ Hudi's custom relations. - Added customOptimizerRules to HoodieAnalysis - Added NestedSchemaPrunning Spark's Optimizer rule - Handle Spark's Optimizer pruned data schema (to effectively prune nested schemas) - Enable HoodieClientTestHarness to inject HoodieSparkSessionExtensions - Injecting Spark Session extensions for TestMORDataSource, TestCOWDataSource - Disabled fallback to HadoopFsRelation
337 lines
10 KiB
XML
337 lines
10 KiB
XML
<?xml version="1.0" encoding="UTF-8"?>
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<!--
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Licensed to the Apache Software Foundation (ASF) under one or more
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contributor license agreements. See the NOTICE file distributed with
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this work for additional information regarding copyright ownership.
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The ASF licenses this file to You under the Apache License, Version 2.0
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(the "License"); you may not use this file except in compliance with
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the License. You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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-->
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<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/xsd/maven-4.0.0.xsd">
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<parent>
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<artifactId>hudi-spark-datasource</artifactId>
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<groupId>org.apache.hudi</groupId>
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<version>0.12.0-SNAPSHOT</version>
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</parent>
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<modelVersion>4.0.0</modelVersion>
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<artifactId>hudi-spark3_2.12</artifactId>
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<version>0.12.0-SNAPSHOT</version>
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<name>hudi-spark3_2.12</name>
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<packaging>jar</packaging>
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<properties>
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<main.basedir>${project.parent.parent.basedir}</main.basedir>
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</properties>
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<build>
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<resources>
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<resource>
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<directory>src/main/resources</directory>
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</resource>
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</resources>
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<pluginManagement>
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<plugins>
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<plugin>
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<version>${scala-maven-plugin.version}</version>
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<configuration>
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<args>
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<arg>-nobootcp</arg>
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<outputDirectory>${project.build.directory}/lib</outputDirectory>
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<execution>
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<goal>add-source</goal>
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<goal>compile</goal>
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<execution>
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<id>scala-test-compile</id>
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<phase>process-test-resources</phase>
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<execution>
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<execution>
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<goals>
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<goal>test-jar</goal>
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<phase>test-compile</phase>
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<configuration>
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</plugin>
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<plugin>
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<groupId>org.apache.maven.plugins</groupId>
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<artifactId>maven-surefire-plugin</artifactId>
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<configuration>
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<skipTests>${skip.hudi-spark3.unit.tests}</skipTests>
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</configuration>
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</plugin>
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<plugin>
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<groupId>org.apache.rat</groupId>
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<artifactId>apache-rat-plugin</artifactId>
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<plugin>
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<groupId>org.scalastyle</groupId>
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<artifactId>scalastyle-maven-plugin</artifactId>
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</plugin>
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<plugin>
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<groupId>org.jacoco</groupId>
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<artifactId>jacoco-maven-plugin</artifactId>
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</plugin>
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<plugin>
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<groupId>org.antlr</groupId>
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<artifactId>antlr4-maven-plugin</artifactId>
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<version>${antlr.version}</version>
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<executions>
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<execution>
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<goals>
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<goal>antlr4</goal>
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</goals>
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</execution>
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</executions>
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<configuration>
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<visitor>true</visitor>
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<listener>true</listener>
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<sourceDirectory>../hudi-spark3/src/main/antlr4</sourceDirectory>
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<libDirectory>../hudi-spark3/src/main/antlr4/imports</libDirectory>
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</configuration>
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</plugin>
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</plugins>
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</build>
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<dependencies>
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<dependency>
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<groupId>org.scala-lang</groupId>
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<artifactId>scala-library</artifactId>
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<version>${scala12.version}</version>
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</dependency>
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<dependency>
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<groupId>org.apache.spark</groupId>
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<artifactId>spark-sql_2.12</artifactId>
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<version>${spark32.version}</version>
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<scope>provided</scope>
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<optional>true</optional>
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</dependency>
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<dependency>
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<groupId>org.apache.spark</groupId>
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<version>${spark32.version}</version>
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<scope>provided</scope>
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<optional>true</optional>
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</dependency>
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<dependency>
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<groupId>org.apache.spark</groupId>
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<version>${spark32.version}</version>
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<scope>provided</scope>
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<exclusions>
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</dependency>
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<dependency>
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<groupId>com.fasterxml.jackson.core</groupId>
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<artifactId>jackson-databind</artifactId>
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<version>${fasterxml.spark3.version}</version>
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</dependency>
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<dependency>
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<groupId>com.fasterxml.jackson.core</groupId>
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<artifactId>jackson-annotations</artifactId>
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<version>${fasterxml.spark3.version}</version>
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</dependency>
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<dependency>
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<groupId>com.fasterxml.jackson.core</groupId>
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<artifactId>jackson-core</artifactId>
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<version>${fasterxml.spark3.version}</version>
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<dependency>
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<groupId>org.apache.hudi</groupId>
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<artifactId>hudi-spark-client</artifactId>
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<version>${project.version}</version>
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<dependency>
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<groupId>org.apache.hudi</groupId>
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<artifactId>hudi-spark-common_${scala.binary.version}</artifactId>
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<version>${project.version}</version>
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<dependency>
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<groupId>org.json4s</groupId>
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<dependency>
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<artifactId>hudi-spark3-common</artifactId>
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<version>${project.version}</version>
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<exclusion>
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</dependency>
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<!-- Hoodie - Test -->
|
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<dependency>
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<groupId>org.apache.hudi</groupId>
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<artifactId>hudi-client-common</artifactId>
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<version>${project.version}</version>
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<classifier>tests</classifier>
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<type>test-jar</type>
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<scope>test</scope>
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</dependency>
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<dependency>
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<groupId>org.apache.hudi</groupId>
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<artifactId>hudi-spark-client</artifactId>
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<version>${project.version}</version>
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<classifier>tests</classifier>
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<type>test-jar</type>
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<scope>test</scope>
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<exclusion>
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<groupId>org.apache.spark</groupId>
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</exclusions>
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</dependency>
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<dependency>
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<groupId>org.apache.hudi</groupId>
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<artifactId>hudi-common</artifactId>
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<version>${project.version}</version>
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<classifier>tests</classifier>
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<type>test-jar</type>
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<scope>test</scope>
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</dependency>
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<dependency>
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<groupId>org.apache.hudi</groupId>
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<artifactId>hudi-spark-common_${scala.binary.version}</artifactId>
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<version>${project.version}</version>
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<classifier>tests</classifier>
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<type>test-jar</type>
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<scope>test</scope>
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<exclusions>
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<exclusion>
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<groupId>org.apache.spark</groupId>
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<artifactId>*</artifactId>
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</exclusions>
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</dependency>
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<dependency>
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<groupId>org.junit.jupiter</groupId>
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<artifactId>junit-jupiter-api</artifactId>
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<scope>test</scope>
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</dependency>
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<dependency>
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<groupId>org.junit.jupiter</groupId>
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<artifactId>junit-jupiter-params</artifactId>
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<scope>test</scope>
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</dependency>
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</dependencies>
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</project>
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