我在Java上使用Apache Beam。我正在尝试使用本地模式在预先部署的Spark env上使用SparkRunner读取csv文件并将其写入拼花格式。DirectRunner一切正常,但是SparkRunner无法正常工作。我正在使用Maven Shade插件构建胖子。
代码如下:
Java:
public class ImportCSVToParquet{
-- ommitted
File csv = new File(filePath);
PCollection<String> vals = pipeline.apply(TextIO.read().from(filePath));
String parquetFilename = csv.getName().replaceFirst("csv", "parquet");
String outputLocation = FolderConventions.getRawFilePath(confETL.getHdfsRoot(), parquetFilename);
PCollection<GenericRecord> processed = vals.apply(ParDo.of(new ProcessFiles.GenericRecordFromCsvFn()))
.setCoder(AvroCoder.of(new Config().getTransactionSchema()));
LOG.info("Processed file will be written to: " + outputLocation);
processed.apply(FileIO.<GenericRecord>write().via(ParquetIO.sink(conf.getTransactionSchema())).to(outputLocation));
pipeline.run().waitUntilFinish();
}
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POM依赖项:
<dependencies>
<dependency>
<groupId>org.apache.beam</groupId>
<artifactId>beam-sdks-java-core</artifactId>
<version>2.14.0</version>
</dependency>
<dependency>
<groupId>org.apache.beam</groupId>
<artifactId>beam-runners-direct-java</artifactId>
<version>2.14.0</version>
</dependency>
<dependency>
<groupId>org.apache.beam</groupId>
<artifactId>beam-runners-spark</artifactId>
<version>2.14.0</version>
</dependency>
<dependency>
<groupId>org.apache.beam</groupId>
<artifactId>beam-sdks-java-io-parquet</artifactId>
<version>2.14.0</version>
</dependency>
<dependency>
<groupId>org.apache.spark</groupId>
<artifactId>spark-core_2.11</artifactId>
<version>2.2.3</version>
</dependency>
<dependency>
<groupId>org.apache.spark</groupId>
<artifactId>spark-streaming_2.11</artifactId>
<version>2.2.3</version> …Run Code Online (Sandbox Code Playgroud)