org.apache.trevni.avro.AvroTrevniOutputFormat.java Source code

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Here is the source code for org.apache.trevni.avro.AvroTrevniOutputFormat.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
 *
 *     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.trevni.avro;

import java.io.IOException;
import java.io.OutputStream;
import java.util.Map;

import org.apache.hadoop.io.NullWritable;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.mapred.JobConf;
import org.apache.hadoop.mapred.Reporter;
import org.apache.hadoop.mapred.FileOutputFormat;
import org.apache.hadoop.mapred.RecordWriter;
import org.apache.hadoop.util.Progressable;

import org.apache.avro.Schema;
import org.apache.avro.reflect.ReflectData;
import org.apache.avro.mapred.AvroJob;
import org.apache.avro.mapred.AvroWrapper;

import org.apache.trevni.MetaData;
import org.apache.trevni.ColumnFileMetaData;

/** An {@link org.apache.hadoop.mapred.OutputFormat} that writes Avro data to
 * Trevni files.
 *
 * <p>Writes a directory of files per task, each comprising a single filesystem
 * block.  To reduce the number of files, increase the default filesystem block
 * size for the job.  Each task also requires enough memory to buffer a
 * filesystem block.
 */
public class AvroTrevniOutputFormat<T> extends FileOutputFormat<AvroWrapper<T>, NullWritable> {

    /** The file name extension for trevni files. */
    public final static String EXT = ".trv";

    public static final String META_PREFIX = "trevni.meta.";

    /** Add metadata to job output files.*/
    public static void setMeta(JobConf job, String key, String value) {
        job.set(META_PREFIX + key, value);
    }

    @Override
    public RecordWriter<AvroWrapper<T>, NullWritable> getRecordWriter(FileSystem ignore, final JobConf job,
            final String name, Progressable prog) throws IOException {

        boolean isMapOnly = job.getNumReduceTasks() == 0;
        final Schema schema = isMapOnly ? AvroJob.getMapOutputSchema(job) : AvroJob.getOutputSchema(job);

        final ColumnFileMetaData meta = filterMetadata(job);

        final Path dir = FileOutputFormat.getTaskOutputPath(job, name);
        final FileSystem fs = dir.getFileSystem(job);
        if (!fs.mkdirs(dir))
            throw new IOException("Failed to create directory: " + dir);
        final long blockSize = fs.getDefaultBlockSize();

        return new RecordWriter<AvroWrapper<T>, NullWritable>() {
            private int part = 0;

            private AvroColumnWriter<T> writer = new AvroColumnWriter<T>(schema, meta, ReflectData.get());

            private void flush() throws IOException {
                OutputStream out = fs.create(new Path(dir, "part-" + (part++) + EXT));
                try {
                    writer.writeTo(out);
                } finally {
                    out.close();
                }
                writer = new AvroColumnWriter<T>(schema, meta, ReflectData.get());
            }

            public void write(AvroWrapper<T> wrapper, NullWritable ignore) throws IOException {
                writer.write(wrapper.datum());
                if (writer.sizeEstimate() >= blockSize) // block full
                    flush();
            }

            public void close(Reporter reporter) throws IOException {
                flush();
            }
        };
    }

    static ColumnFileMetaData filterMetadata(final JobConf job) {
        final ColumnFileMetaData meta = new ColumnFileMetaData();
        for (Map.Entry<String, String> e : job)
            if (e.getKey().startsWith(META_PREFIX))
                meta.put(e.getKey().substring(META_PREFIX.length()), e.getValue().getBytes(MetaData.UTF8));
        return meta;
    }

}