PipesReducer.java
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上传日期:2018-01-08
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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.hadoop.mapred.pipes;
- import org.apache.commons.logging.Log;
- import org.apache.commons.logging.LogFactory;
- import org.apache.hadoop.io.Writable;
- import org.apache.hadoop.io.WritableComparable;
- import org.apache.hadoop.mapred.JobConf;
- import org.apache.hadoop.mapred.OutputCollector;
- import org.apache.hadoop.mapred.Reducer;
- import org.apache.hadoop.mapred.Reporter;
- import org.apache.hadoop.mapred.SkipBadRecords;
- import java.io.IOException;
- import java.util.Iterator;
- /**
- * This class is used to talk to a C++ reduce task.
- */
- class PipesReducer<K2 extends WritableComparable, V2 extends Writable,
- K3 extends WritableComparable, V3 extends Writable>
- implements Reducer<K2, V2, K3, V3> {
- private static final Log LOG= LogFactory.getLog(PipesReducer.class.getName());
- private JobConf job;
- private Application<K2, V2, K3, V3> application = null;
- private DownwardProtocol<K2, V2> downlink = null;
- private boolean isOk = true;
- private boolean skipping = false;
- public void configure(JobConf job) {
- this.job = job;
- //disable the auto increment of the counter. For pipes, no of processed
- //records could be different(equal or less) than the no of records input.
- SkipBadRecords.setAutoIncrReducerProcCount(job, false);
- skipping = job.getBoolean("mapred.skip.on", false);
- }
- /**
- * Process all of the keys and values. Start up the application if we haven't
- * started it yet.
- */
- public void reduce(K2 key, Iterator<V2> values,
- OutputCollector<K3, V3> output, Reporter reporter
- ) throws IOException {
- isOk = false;
- startApplication(output, reporter);
- downlink.reduceKey(key);
- while (values.hasNext()) {
- downlink.reduceValue(values.next());
- }
- if(skipping) {
- //flush the streams on every record input if running in skip mode
- //so that we don't buffer other records surrounding a bad record.
- downlink.flush();
- }
- isOk = true;
- }
- @SuppressWarnings("unchecked")
- private void startApplication(OutputCollector<K3, V3> output, Reporter reporter) throws IOException {
- if (application == null) {
- try {
- LOG.info("starting application");
- application =
- new Application<K2, V2, K3, V3>(
- job, null, output, reporter,
- (Class<? extends K3>) job.getOutputKeyClass(),
- (Class<? extends V3>) job.getOutputValueClass());
- downlink = application.getDownlink();
- } catch (InterruptedException ie) {
- throw new RuntimeException("interrupted", ie);
- }
- int reduce=0;
- downlink.runReduce(reduce, Submitter.getIsJavaRecordWriter(job));
- }
- }
- /**
- * Handle the end of the input by closing down the application.
- */
- public void close() throws IOException {
- // if we haven't started the application, we have nothing to do
- if (isOk) {
- OutputCollector<K3, V3> nullCollector = new OutputCollector<K3, V3>() {
- public void collect(K3 key,
- V3 value) throws IOException {
- // NULL
- }
- };
- startApplication(nullCollector, Reporter.NULL);
- }
- try {
- if (isOk) {
- application.getDownlink().endOfInput();
- } else {
- // send the abort to the application and let it clean up
- application.getDownlink().abort();
- }
- LOG.info("waiting for finish");
- application.waitForFinish();
- LOG.info("got done");
- } catch (Throwable t) {
- application.abort(t);
- } finally {
- application.cleanup();
- }
- }
- }