org.apache.avro.mapred.DelegatingInputFormat.java Source code

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Here is the source code for org.apache.avro.mapred.DelegatingInputFormat.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.avro.mapred;

import java.io.IOException;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.LinkedList;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;

import org.apache.avro.Schema;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.mapred.FileInputFormat;
import org.apache.hadoop.mapred.InputFormat;
import org.apache.hadoop.mapred.InputSplit;
import org.apache.hadoop.mapred.JobConf;
import org.apache.hadoop.mapred.RecordReader;
import org.apache.hadoop.mapred.Reporter;
import org.apache.hadoop.util.ReflectionUtils;

/**
 * An {@link InputFormat} that delegates read behavior of paths based on
 * their associated avro schema.
 * @see MultipleInputs#addInputPath(JobConf, Path, Class, Class)
 */
class DelegatingInputFormat<K, V> implements InputFormat<K, V> {

    public InputSplit[] getSplits(JobConf conf, int numSplits) throws IOException {

        JobConf confCopy = new JobConf(conf);
        List<InputSplit> splits = new ArrayList<InputSplit>();

        Map<Path, Class<? extends AvroMapper>> mapperMap = AvroMultipleInputs.getMapperTypeMap(conf);
        Map<Path, Schema> schemaMap = AvroMultipleInputs.getInputSchemaMap(conf);
        Map<Schema, List<Path>> schemaPaths = new HashMap<Schema, List<Path>>();

        // First, build a map of Schemas to Paths
        for (Entry<Path, Schema> entry : schemaMap.entrySet()) {
            if (!schemaPaths.containsKey(entry.getValue())) {
                schemaPaths.put(entry.getValue(), new LinkedList<Path>());
                System.out.println(entry.getValue());
                System.out.println(entry.getKey());
            }

            schemaPaths.get(entry.getValue()).add(entry.getKey());
        }

        for (Entry<Schema, List<Path>> schemaEntry : schemaPaths.entrySet()) {
            Schema schema = schemaEntry.getKey();
            System.out.println(schema);
            InputFormat format = (InputFormat) ReflectionUtils.newInstance(AvroInputFormat.class, conf);
            List<Path> paths = schemaEntry.getValue();

            Map<Class<? extends AvroMapper>, List<Path>> mapperPaths = new HashMap<Class<? extends AvroMapper>, List<Path>>();

            // Now, for each set of paths that have a common Schema, build
            // a map of Mappers to the paths they're used for
            for (Path path : paths) {
                Class<? extends AvroMapper> mapperClass = mapperMap.get(path);
                if (!mapperPaths.containsKey(mapperClass)) {
                    mapperPaths.put(mapperClass, new LinkedList<Path>());
                }

                mapperPaths.get(mapperClass).add(path);
            }

            // Now each set of paths that has a common InputFormat and Mapper can
            // be added to the same job, and split together.
            for (Entry<Class<? extends AvroMapper>, List<Path>> mapEntry : mapperPaths.entrySet()) {
                paths = mapEntry.getValue();
                Class<? extends AvroMapper> mapperClass = mapEntry.getKey();

                if (mapperClass == null) {
                    mapperClass = (Class<? extends AvroMapper>) conf.getMapperClass();
                }

                FileInputFormat.setInputPaths(confCopy, paths.toArray(new Path[paths.size()]));

                // Get splits for each input path and tag with InputFormat
                // and Mapper types by wrapping in a TaggedInputSplit.
                InputSplit[] pathSplits = format.getSplits(confCopy, numSplits);
                for (InputSplit pathSplit : pathSplits) {
                    splits.add(new TaggedInputSplit(pathSplit, conf, format.getClass(), mapperClass, schema));
                }
            }
        }

        return splits.toArray(new InputSplit[splits.size()]);
    }

    @SuppressWarnings("unchecked")
    public RecordReader<K, V> getRecordReader(InputSplit split, JobConf conf, Reporter reporter)
            throws IOException {

        // Find the Schema and then build the RecordReader from the
        // TaggedInputSplit.

        TaggedInputSplit taggedInputSplit = (TaggedInputSplit) split;
        Schema schema = taggedInputSplit.getSchema();
        AvroJob.setInputSchema(conf, schema);
        InputFormat<K, V> inputFormat = (InputFormat<K, V>) ReflectionUtils
                .newInstance(taggedInputSplit.getInputFormatClass(), conf);
        return inputFormat.getRecordReader(taggedInputSplit.getInputSplit(), conf, reporter);
    }
}