org.apache.avro.mapred.DelegatingInputFormat Maven / Gradle / Ivy

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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
 *
 *     https://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.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.mapred.lib.MultipleInputs;
import org.apache.hadoop.util.ReflectionUtils;
import com.facebook.presto.hive.$internal.org.slf4j.Logger;
import com.facebook.presto.hive.$internal.org.slf4j.LoggerFactory;

/**
 * An {@link InputFormat} that delegates read behavior of paths based on their
 * associated avro schema.
 *
 * @see MultipleInputs#addInputPath(JobConf, Path, Class, Class)
 */
class DelegatingInputFormat implements InputFormat {
  private static final Logger LOG = LoggerFactory.getLogger(DelegatingInputFormat.class);

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

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

    Map> mapperMap = AvroMultipleInputs.getMapperTypeMap(conf);
    Map schemaMap = AvroMultipleInputs.getInputSchemaMap(conf);
    Map> schemaPaths = new HashMap<>();

    // First, build a map of Schemas to Paths
    for (Entry entry : schemaMap.entrySet()) {
      if (!schemaPaths.containsKey(entry.getValue())) {
        schemaPaths.put(entry.getValue(), new ArrayList<>());
        LOG.info(entry.getValue().toString());
        LOG.info(String.valueOf(entry.getKey()));
      }

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

    for (Entry> schemaEntry : schemaPaths.entrySet()) {
      Schema schema = schemaEntry.getKey();
      LOG.info(schema.toString());
      InputFormat format = ReflectionUtils.newInstance(AvroInputFormat.class, conf);
      List paths = schemaEntry.getValue();

      Map, List> mapperPaths = new HashMap<>();

      // 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 mapperClass = mapperMap.get(path);
        if (!mapperPaths.containsKey(mapperClass)) {
          mapperPaths.put(mapperClass, new ArrayList<>());
        }

        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, List> mapEntry : mapperPaths.entrySet()) {
        paths = mapEntry.getValue();
        Class mapperClass = mapEntry.getKey();

        if (mapperClass == null) {
          mapperClass = (Class) conf.getMapperClass();
        }

        FileInputFormat.setInputPaths(confCopy, paths.toArray(new Path[0]));

        // 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[0]);
  }

  @SuppressWarnings("unchecked")
  @Override
  public RecordReader 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 inputFormat = (InputFormat) ReflectionUtils
        .newInstance(taggedInputSplit.getInputFormatClass(), conf);
    return inputFormat.getRecordReader(taggedInputSplit.getInputSplit(), conf, reporter);
  }
}