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[FLINK-9753] [formats] Add a Parquet BulkWriter
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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 | ||
https://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="https://maven.apache.org/POM/4.0.0" xmlns:xsi="https://www.w3.org/2001/XMLSchema-instance" | ||
xsi:schemaLocation="https://maven.apache.org/POM/4.0.0 https://maven.apache.org/maven-v4_0_0.xsd"> | ||
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<modelVersion>4.0.0</modelVersion> | ||
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<parent> | ||
<groupId>org.apache.flink</groupId> | ||
<artifactId>flink-formats</artifactId> | ||
<version>1.7-SNAPSHOT</version> | ||
<relativePath>..</relativePath> | ||
</parent> | ||
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<artifactId>flink-parquet</artifactId> | ||
<name>flink-parquet</name> | ||
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<packaging>jar</packaging> | ||
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<properties> | ||
<flink.format.parquet.version>1.10.0</flink.format.parquet.version> | ||
</properties> | ||
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<dependencies> | ||
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<!-- Flink dependencies --> | ||
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<dependency> | ||
<groupId>org.apache.flink</groupId> | ||
<artifactId>flink-core</artifactId> | ||
<version>${project.version}</version> | ||
<scope>provided</scope> | ||
</dependency> | ||
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<!-- Parquet Dependencies --> | ||
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<dependency> | ||
<groupId>org.apache.parquet</groupId> | ||
<artifactId>parquet-hadoop</artifactId> | ||
<version>${flink.format.parquet.version}</version> | ||
</dependency> | ||
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<!-- Hadoop is needed by Parquet --> | ||
<dependency> | ||
<groupId>org.apache.flink</groupId> | ||
<artifactId>flink-shaded-hadoop2</artifactId> | ||
<version>${project.version}</version> | ||
<scope>provided</scope> | ||
</dependency> | ||
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<!-- For now, fastutil is provided already by flink-runtime --> | ||
<dependency> | ||
<groupId>it.unimi.dsi</groupId> | ||
<artifactId>fastutil</artifactId> | ||
<version>8.2.1</version> | ||
<scope>provided</scope> | ||
</dependency> | ||
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<!-- Optional Parquet Builders for Formats like Avro, Protobuf, Thrift --> | ||
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<dependency> | ||
<groupId>org.apache.parquet</groupId> | ||
<artifactId>parquet-avro</artifactId> | ||
<version>${flink.format.parquet.version}</version> | ||
<optional>true</optional> | ||
<exclusions> | ||
<exclusion> | ||
<groupId>org.apache.hadoop</groupId> | ||
<artifactId>hadoop-client</artifactId> | ||
</exclusion> | ||
<exclusion> | ||
<groupId>it.unimi.dsi</groupId> | ||
<artifactId>fastutil</artifactId> | ||
</exclusion> | ||
</exclusions> | ||
</dependency> | ||
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<!-- test dependencies --> | ||
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<dependency> | ||
<groupId>org.apache.flink</groupId> | ||
<artifactId>flink-test-utils_2.11</artifactId> | ||
<version>${project.version}</version> | ||
<scope>test</scope> | ||
</dependency> | ||
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<dependency> | ||
<groupId>org.apache.flink</groupId> | ||
<artifactId>flink-streaming-java_2.11</artifactId> | ||
<version>${project.version}</version> | ||
<scope>test</scope> | ||
</dependency> | ||
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<dependency> | ||
<groupId>org.apache.flink</groupId> | ||
<artifactId>flink-avro</artifactId> | ||
<version>${project.version}</version> | ||
<scope>test</scope> | ||
</dependency> | ||
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</dependencies> | ||
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<build> | ||
<plugins> | ||
<!-- Generate Test class from avro schema --> | ||
<plugin> | ||
<groupId>org.apache.avro</groupId> | ||
<artifactId>avro-maven-plugin</artifactId> | ||
<version>${avro.version}</version> | ||
<executions> | ||
<execution> | ||
<phase>generate-sources</phase> | ||
<goals> | ||
<goal>schema</goal> | ||
</goals> | ||
<configuration> | ||
<testSourceDirectory>${project.basedir}/src/test/resources/avro</testSourceDirectory> | ||
<testOutputDirectory>${project.basedir}/src/test/java/</testOutputDirectory> | ||
</configuration> | ||
</execution> | ||
</executions> | ||
</plugin> | ||
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<!-- skip dependency convergence due to Hadoop dependency --> | ||
<plugin> | ||
<groupId>org.apache.maven.plugins</groupId> | ||
<artifactId>maven-enforcer-plugin</artifactId> | ||
<executions> | ||
<execution> | ||
<id>dependency-convergence</id> | ||
<goals> | ||
<goal>enforce</goal> | ||
</goals> | ||
<configuration> | ||
<skip>true</skip> | ||
</configuration> | ||
</execution> | ||
</executions> | ||
</plugin> | ||
</plugins> | ||
</build> | ||
</project> |
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39
...-formats/flink-parquet/src/main/java/org/apache/flink/formats/parquet/ParquetBuilder.java
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/* | ||
* 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 | ||
* | ||
* https://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. | ||
*/ | ||
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package org.apache.flink.formats.parquet; | ||
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import org.apache.parquet.hadoop.ParquetWriter; | ||
import org.apache.parquet.io.OutputFile; | ||
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import java.io.IOException; | ||
import java.io.Serializable; | ||
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/** | ||
* A builder to create a {@link ParquetWriter} from a Parquet {@link OutputFile}. | ||
* | ||
* @param <T> The type of elements written by the writer. | ||
*/ | ||
@FunctionalInterface | ||
public interface ParquetBuilder<T> extends Serializable { | ||
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/** | ||
* Creates and configures a parquet writer to the given output file. | ||
*/ | ||
ParquetWriter<T> createWriter(OutputFile out) throws IOException; | ||
} |
64 changes: 64 additions & 0 deletions
64
...rmats/flink-parquet/src/main/java/org/apache/flink/formats/parquet/ParquetBulkWriter.java
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/* | ||
* 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 | ||
* | ||
* https://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. | ||
*/ | ||
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package org.apache.flink.formats.parquet; | ||
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import org.apache.flink.annotation.PublicEvolving; | ||
import org.apache.flink.api.common.serialization.BulkWriter; | ||
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import org.apache.parquet.hadoop.ParquetWriter; | ||
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import java.io.IOException; | ||
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import static org.apache.flink.util.Preconditions.checkNotNull; | ||
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/** | ||
* A simple {@link BulkWriter} implementation that wraps a {@link ParquetWriter}. | ||
* | ||
* @param <T> The type of records written. | ||
*/ | ||
@PublicEvolving | ||
public class ParquetBulkWriter<T> implements BulkWriter<T> { | ||
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/** The ParquetWriter to write to. */ | ||
private final ParquetWriter<T> parquetWriter; | ||
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/** | ||
* Creates a new ParquetBulkWriter wrapping the given ParquetWriter. | ||
* | ||
* @param parquetWriter The ParquetWriter to write to. | ||
*/ | ||
public ParquetBulkWriter(ParquetWriter<T> parquetWriter) { | ||
this.parquetWriter = checkNotNull(parquetWriter, "parquetWriter"); | ||
} | ||
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@Override | ||
public void addElement(T datum) throws IOException { | ||
parquetWriter.write(datum); | ||
} | ||
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@Override | ||
public void flush() { | ||
// nothing we can do here | ||
} | ||
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@Override | ||
public void finish() throws IOException { | ||
parquetWriter.close(); | ||
} | ||
} |
60 changes: 60 additions & 0 deletions
60
...ts/flink-parquet/src/main/java/org/apache/flink/formats/parquet/ParquetWriterFactory.java
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/* | ||
* 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 | ||
* | ||
* https://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. | ||
*/ | ||
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package org.apache.flink.formats.parquet; | ||
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import org.apache.flink.annotation.PublicEvolving; | ||
import org.apache.flink.api.common.serialization.BulkWriter; | ||
import org.apache.flink.core.fs.FSDataOutputStream; | ||
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import org.apache.parquet.hadoop.ParquetWriter; | ||
import org.apache.parquet.io.OutputFile; | ||
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import java.io.IOException; | ||
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/** | ||
* A factory that creates a Parquet {@link BulkWriter}. The factory takes a user-supplied | ||
* builder to assemble Parquet's writer and then turns it into a Flink {@code BulkWriter}. | ||
* | ||
* @param <T> The type of record to write. | ||
*/ | ||
@PublicEvolving | ||
public class ParquetWriterFactory<T> implements BulkWriter.Factory<T> { | ||
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private static final long serialVersionUID = 1L; | ||
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/** The builder to construct the ParquetWriter. */ | ||
private final ParquetBuilder<T> writerBuilder; | ||
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/** | ||
* Creates a new ParquetWriterFactory using the given builder to assemble the | ||
* ParquetWriter. | ||
* | ||
* @param writerBuilder The builder to construct the ParquetWriter. | ||
*/ | ||
public ParquetWriterFactory(ParquetBuilder<T> writerBuilder) { | ||
this.writerBuilder = writerBuilder; | ||
} | ||
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@Override | ||
public BulkWriter<T> create(FSDataOutputStream stream) throws IOException { | ||
final OutputFile out = new StreamOutputFile(stream); | ||
final ParquetWriter<T> writer = writerBuilder.createWriter(out); | ||
return new ParquetBulkWriter<>(writer); | ||
} | ||
} |
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