org.apache.hudi.bootstrap.SparkFullBootstrapDataProviderBase Maven / Gradle / Ivy
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package org.apache.hudi.bootstrap;
import org.apache.hudi.DataSourceUtils;
import org.apache.hudi.HoodieSparkUtils;
import org.apache.hudi.avro.HoodieAvroUtils;
import org.apache.hudi.avro.model.HoodieFileStatus;
import org.apache.hudi.client.bootstrap.FullRecordBootstrapDataProvider;
import org.apache.hudi.client.common.HoodieSparkEngineContext;
import org.apache.hudi.common.bootstrap.FileStatusUtils;
import org.apache.hudi.common.config.TypedProperties;
import org.apache.hudi.common.model.HoodieRecord;
import org.apache.hudi.common.util.Option;
import org.apache.hudi.common.util.collection.Pair;
import org.apache.hudi.exception.HoodieIOException;
import org.apache.hudi.keygen.KeyGenerator;
import org.apache.hudi.keygen.constant.KeyGeneratorOptions;
import org.apache.hudi.keygen.factory.HoodieSparkKeyGeneratorFactory;
import org.apache.avro.generic.GenericRecord;
import org.apache.spark.api.java.JavaRDD;
import org.apache.spark.rdd.RDD;
import org.apache.spark.sql.Dataset;
import org.apache.spark.sql.SparkSession;
import java.io.IOException;
import java.util.List;
public abstract class SparkFullBootstrapDataProviderBase extends FullRecordBootstrapDataProvider> {
private final transient SparkSession sparkSession;
public SparkFullBootstrapDataProviderBase(TypedProperties props,
HoodieSparkEngineContext context) {
super(props, context);
this.sparkSession = SparkSession.builder().config(context.getJavaSparkContext().getConf()).getOrCreate();
}
@Override
public JavaRDD generateInputRecords(String tableName, String sourceBasePath,
List>> partitionPathsWithFiles) {
String[] filePaths = partitionPathsWithFiles.stream().map(Pair::getValue)
.flatMap(f -> f.stream().map(fs -> FileStatusUtils.toPath(fs.getPath()).toString()))
.toArray(String[]::new);
Dataset inputDataset = sparkSession.read().format(getFormat()).load(filePaths);
try {
KeyGenerator keyGenerator = HoodieSparkKeyGeneratorFactory.createKeyGenerator(props);
String structName = tableName + "_record";
String namespace = "hoodie." + tableName;
RDD genericRecords = HoodieSparkUtils.createRdd(inputDataset, structName, namespace, false,
Option.empty());
return genericRecords.toJavaRDD().map(gr -> {
String orderingVal = HoodieAvroUtils.getNestedFieldValAsString(
gr, props.getString("hoodie.datasource.write.precombine.field"), false, props.getBoolean(
KeyGeneratorOptions.KEYGENERATOR_CONSISTENT_LOGICAL_TIMESTAMP_ENABLED.key(),
Boolean.parseBoolean(KeyGeneratorOptions.KEYGENERATOR_CONSISTENT_LOGICAL_TIMESTAMP_ENABLED.defaultValue())));
try {
return DataSourceUtils.createHoodieRecord(gr, orderingVal, keyGenerator.getKey(gr),
props.getString("hoodie.datasource.write.payload.class"));
} catch (IOException ioe) {
throw new HoodieIOException(ioe.getMessage(), ioe);
}
});
} catch (IOException ioe) {
throw new HoodieIOException(ioe.getMessage(), ioe);
}
}
protected abstract String getFormat();
}
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