Java tutorial
/** * Licensed to Cloudera, Inc. under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information * regarding copyright ownership. Cloudera, Inc. 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 com.cloudera.sqoop.mapreduce; import java.io.IOException; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.fs.FileSystem; import org.apache.hadoop.fs.Path; import org.apache.hadoop.io.NullWritable; import org.apache.hadoop.io.Text; import org.apache.hadoop.mapreduce.Job; import org.apache.hadoop.mapreduce.lib.input.FileInputFormat; import org.apache.hadoop.mapreduce.lib.input.SequenceFileInputFormat; import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat; import org.apache.hadoop.mapreduce.lib.output.SequenceFileOutputFormat; import com.cloudera.sqoop.SqoopOptions; import com.cloudera.sqoop.util.Jars; /** * Run a MapReduce job that merges two datasets. */ public class MergeJob extends JobBase { /** Configuration key specifying the path to the "old" dataset. */ public static final String MERGE_OLD_PATH_KEY = "sqoop.merge.old.path"; /** Configuration key specifying the path to the "new" dataset. */ public static final String MERGE_NEW_PATH_KEY = "sqoop.merge.new.path"; /** Configuration key specifying the name of the key column for joins. */ public static final String MERGE_KEY_COL_KEY = "sqoop.merge.key.col"; /** Configuration key specifying the SqoopRecord class name for * the records we are merging. */ public static final String MERGE_SQOOP_RECORD_KEY = "sqoop.merge.class"; public MergeJob(final SqoopOptions opts) { super(opts, null, null, null); } public boolean runMergeJob() throws IOException { Configuration conf = options.getConf(); Job job = new Job(conf); String userClassName = options.getClassName(); if (null == userClassName) { // Shouldn't get here. throw new IOException("Record class name not specified with " + "--class-name."); } // Set the external jar to use for the job. String existingJar = options.getExistingJarName(); if (existingJar != null) { // User explicitly identified a jar path. LOG.debug("Setting job jar to user-specified jar: " + existingJar); job.getConfiguration().set("mapred.jar", existingJar); } else { // Infer it from the location of the specified class, if it's on the // classpath. try { Class<? extends Object> userClass = conf.getClassByName(userClassName); if (null != userClass) { String userJar = Jars.getJarPathForClass(userClass); LOG.debug("Setting job jar based on user class " + userClassName + ": " + userJar); job.getConfiguration().set("mapred.jar", userJar); } else { LOG.warn("Specified class " + userClassName + " is not in a jar. " + "MapReduce may not find the class"); } } catch (ClassNotFoundException cnfe) { throw new IOException(cnfe); } } try { Path oldPath = new Path(options.getMergeOldPath()); Path newPath = new Path(options.getMergeNewPath()); Configuration jobConf = job.getConfiguration(); FileSystem fs = FileSystem.get(jobConf); oldPath = oldPath.makeQualified(fs); newPath = newPath.makeQualified(fs); FileInputFormat.addInputPath(job, oldPath); FileInputFormat.addInputPath(job, newPath); jobConf.set(MERGE_OLD_PATH_KEY, oldPath.toString()); jobConf.set(MERGE_NEW_PATH_KEY, newPath.toString()); jobConf.set(MERGE_KEY_COL_KEY, options.getMergeKeyCol()); jobConf.set(MERGE_SQOOP_RECORD_KEY, userClassName); FileOutputFormat.setOutputPath(job, new Path(options.getTargetDir())); if (ExportJobBase.isSequenceFiles(jobConf, newPath)) { job.setInputFormatClass(SequenceFileInputFormat.class); job.setOutputFormatClass(SequenceFileOutputFormat.class); job.setMapperClass(MergeRecordMapper.class); } else { job.setMapperClass(MergeTextMapper.class); job.setOutputFormatClass(RawKeyTextOutputFormat.class); } jobConf.set("mapred.output.key.class", userClassName); job.setOutputValueClass(NullWritable.class); job.setReducerClass(MergeReducer.class); // Set the intermediate data types. job.setMapOutputKeyClass(Text.class); job.setMapOutputValueClass(MergeRecord.class); // Make sure Sqoop and anything else we need is on the classpath. cacheJars(job, null); return this.runJob(job); } catch (InterruptedException ie) { throw new IOException(ie); } catch (ClassNotFoundException cnfe) { throw new IOException(cnfe); } } }