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A table format for huge analytic datasets
/*
* 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.
*/
package org.apache.iceberg.spark.source;
import java.io.IOException;
import java.util.Map;
import org.apache.iceberg.FileFormat;
import org.apache.iceberg.MetricsConfig;
import org.apache.iceberg.Schema;
import org.apache.iceberg.avro.Avro;
import org.apache.iceberg.exceptions.RuntimeIOException;
import org.apache.iceberg.io.FileAppender;
import org.apache.iceberg.io.OutputFile;
import org.apache.iceberg.orc.ORC;
import org.apache.iceberg.parquet.Parquet;
import org.apache.iceberg.spark.data.SparkAvroWriter;
import org.apache.iceberg.spark.data.SparkOrcWriter;
import org.apache.iceberg.spark.data.SparkParquetWriters;
import org.apache.spark.sql.catalyst.InternalRow;
import org.apache.spark.sql.types.StructType;
class SparkAppenderFactory {
private final Map properties;
private final Schema writeSchema;
private final StructType dsSchema;
SparkAppenderFactory(Map properties, Schema writeSchema, StructType dsSchema) {
this.properties = properties;
this.writeSchema = writeSchema;
this.dsSchema = dsSchema;
}
public FileAppender newAppender(OutputFile file, FileFormat fileFormat) {
MetricsConfig metricsConfig = MetricsConfig.fromProperties(properties);
try {
switch (fileFormat) {
case PARQUET:
return Parquet.write(file)
.createWriterFunc(msgType -> SparkParquetWriters.buildWriter(dsSchema, msgType))
.setAll(properties)
.metricsConfig(metricsConfig)
.schema(writeSchema)
.overwrite()
.build();
case AVRO:
return Avro.write(file)
.createWriterFunc(ignored -> new SparkAvroWriter(dsSchema))
.setAll(properties)
.schema(writeSchema)
.overwrite()
.build();
case ORC:
return ORC.write(file)
.createWriterFunc(SparkOrcWriter::new)
.setAll(properties)
.schema(writeSchema)
.overwrite()
.build();
default:
throw new UnsupportedOperationException("Cannot write unknown format: " + fileFormat);
}
} catch (IOException e) {
throw new RuntimeIOException(e);
}
}
}
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