org.apache.parquet.avro.AvroParquetReader Maven / Gradle / Ivy
/*
* 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.parquet.avro;
import java.io.IOException;
import org.apache.avro.generic.GenericData;
import org.apache.avro.generic.GenericRecord;
import org.apache.avro.specific.SpecificData;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.Path;
import org.apache.parquet.filter.UnboundRecordFilter;
import org.apache.parquet.hadoop.ParquetReader;
import org.apache.parquet.hadoop.api.ReadSupport;
import org.apache.parquet.io.InputFile;
/**
* Read Avro records from a Parquet file.
*
* @param the Java type of records created by this reader
*/
public class AvroParquetReader extends ParquetReader {
/**
* @param file a file path
* @param the Java type of records to read from the file
* @return an Avro reader builder
* @deprecated will be removed in 2.0.0; use {@link #builder(InputFile)} instead.
*/
@Deprecated
public static Builder builder(Path file) {
return new Builder(file);
}
public static Builder builder(InputFile file) {
return new Builder(file);
}
/**
* Convenience method for creating a ParquetReader which uses Avro
* {@link GenericData} objects to store data from reads.
*
* @param file The location to read data from
* @return A {@code ParquetReader} which reads data as Avro
* {@code GenericData}
* @throws IOException if the InputFile has been closed, or if some other I/O
* error occurs
*/
public static ParquetReader genericRecordReader(InputFile file) throws IOException {
return new Builder(file).withDataModel(GenericData.get()).build();
}
/**
* Convenience method for creating a ParquetReader which uses Avro
* {@link GenericData} objects to store data from reads.
*
* @param file The location to read data from
* @return A {@code ParquetReader} which reads data as Avro
* {@code GenericData}
* @throws IOException if the InputFile has been closed, or if some other I/O
* error occurs
*
* @deprecated will be removed in 2.0.0; use {@link #genericRecordReader(InputFile)} instead.
*/
@Deprecated
public static ParquetReader genericRecordReader(Path file) throws IOException {
return new Builder(file).withDataModel(GenericData.get()).build();
}
/**
* @param file a file path
* @throws IOException if there is an error while reading
* @deprecated will be removed in 2.0.0; use {@link #builder(InputFile)} instead.
*/
@Deprecated
public AvroParquetReader(Path file) throws IOException {
super(file, new AvroReadSupport());
}
/**
* @param file a file path
* @param unboundRecordFilter an unbound record filter (from the old filter API)
* @throws IOException if there is an error while reading
* @deprecated will be removed in 2.0.0; use {@link #builder(InputFile)} instead.
*/
@Deprecated
public AvroParquetReader(Path file, UnboundRecordFilter unboundRecordFilter) throws IOException {
super(file, new AvroReadSupport(), unboundRecordFilter);
}
/**
* @param conf a configuration
* @param file a file path
* @throws IOException if there is an error while reading
* @deprecated will be removed in 2.0.0; use {@link #builder(InputFile)} instead.
*/
@Deprecated
public AvroParquetReader(Configuration conf, Path file) throws IOException {
super(conf, file, new AvroReadSupport());
}
/**
* @param conf a configuration
* @param file a file path
* @param unboundRecordFilter an unbound record filter (from the old filter API)
* @throws IOException if there is an error while reading
* @deprecated will be removed in 2.0.0; use {@link #builder(InputFile)} instead.
*/
@Deprecated
public AvroParquetReader(Configuration conf, Path file, UnboundRecordFilter unboundRecordFilter) throws IOException {
super(conf, file, new AvroReadSupport(), unboundRecordFilter);
}
public static class Builder extends ParquetReader.Builder {
private GenericData model = null;
private boolean enableCompatibility = true;
private boolean isReflect = true;
@Deprecated
private Builder(Path path) {
super(path);
}
private Builder(InputFile file) {
super(file);
}
public Builder withDataModel(GenericData model) {
this.model = model;
// only generic and specific are supported by AvroIndexedRecordConverter
if (model.getClass() != GenericData.class &&
model.getClass() != SpecificData.class) {
isReflect = true;
}
return this;
}
public Builder disableCompatibility() {
this.enableCompatibility = false;
return this;
}
public Builder withCompatibility(boolean enableCompatibility) {
this.enableCompatibility = enableCompatibility;
return this;
}
@Override
protected ReadSupport getReadSupport() {
if (isReflect) {
conf.setBoolean(AvroReadSupport.AVRO_COMPATIBILITY, false);
} else {
conf.setBoolean(AvroReadSupport.AVRO_COMPATIBILITY, enableCompatibility);
}
return new AvroReadSupport(model);
}
}
}