List of usage examples for org.apache.hadoop.mapreduce Job setJarByClass
public void setJarByClass(Class<?> cls)
From source file:com.accumulobook.advanced.mapreduce.MapReduceFilesExample.java
License:Apache License
@Override public int run(String[] args) throws Exception { Job job = Job.getInstance(this.getConf()); job.setOutputKeyClass(Text.class); job.setOutputValueClass(IntWritable.class); job.setMapperClass(WordCount.WordCountMapper.class); job.setCombinerClass(WordCount.WordCountCombiner.class); job.setReducerClass(WordCount.WordCountReducer.class); // clone the articles table ZooKeeperInstance inst = new ZooKeeperInstance(args[0], args[1]); Connector conn = inst.getConnector(args[2], new PasswordToken(args[3])); conn.tableOperations().clone(WikipediaConstants.ARTICLES_TABLE, WikipediaConstants.ARTICLES_TABLE_CLONE, true, Collections.EMPTY_MAP, Collections.EMPTY_SET); // take cloned table offline, waiting until the operation is complete boolean wait = true; conn.tableOperations().offline(WikipediaConstants.ARTICLES_TABLE_CLONE, wait); ClientConfiguration zkiConfig = new ClientConfiguration().withInstance(args[0]).withZkHosts(args[1]); // input//from ww w .j av a 2s .c om job.setInputFormatClass(AccumuloInputFormat.class); AccumuloInputFormat.setInputTableName(job, WikipediaConstants.ARTICLES_TABLE_CLONE); List<Pair<Text, Text>> columns = new ArrayList<>(); columns.add(new Pair(WikipediaConstants.CONTENTS_FAMILY_TEXT, new Text(""))); AccumuloInputFormat.fetchColumns(job, columns); AccumuloInputFormat.setZooKeeperInstance(job, zkiConfig); AccumuloInputFormat.setConnectorInfo(job, args[2], new PasswordToken(args[3])); // configure to use underlying RFiles AccumuloInputFormat.setOfflineTableScan(job, true); // output job.setOutputFormatClass(AccumuloOutputFormat.class); BatchWriterConfig bwConfig = new BatchWriterConfig(); AccumuloOutputFormat.setBatchWriterOptions(job, bwConfig); AccumuloOutputFormat.setZooKeeperInstance(job, zkiConfig); AccumuloOutputFormat.setConnectorInfo(job, args[2], new PasswordToken(args[3])); AccumuloOutputFormat.setDefaultTableName(job, WikipediaConstants.WORD_COUNT_TABLE); AccumuloOutputFormat.setCreateTables(job, true); job.setJarByClass(WordCount.class); job.waitForCompletion(true); //job.submit(); return 0; }
From source file:com.accumulobook.advanced.mapreduce.WordCount.java
License:Apache License
@Override public int run(String[] args) throws Exception { Job job = Job.getInstance(new Configuration()); job.setOutputKeyClass(Text.class); job.setOutputValueClass(IntWritable.class); job.setMapperClass(WordCountMapper.class); job.setCombinerClass(WordCountCombiner.class); job.setReducerClass(WordCountReducer.class); // input//from w ww . java 2 s . com job.setInputFormatClass(AccumuloInputFormat.class); ClientConfiguration zkiConfig = new ClientConfiguration().withInstance(args[0]).withZkHosts(args[1]); AccumuloInputFormat.setInputTableName(job, WikipediaConstants.ARTICLES_TABLE); List<Pair<Text, Text>> columns = new ArrayList<>(); columns.add(new Pair(WikipediaConstants.CONTENTS_FAMILY_TEXT, new Text(""))); AccumuloInputFormat.fetchColumns(job, columns); AccumuloInputFormat.setZooKeeperInstance(job, zkiConfig); AccumuloInputFormat.setConnectorInfo(job, args[2], new PasswordToken(args[3])); // output job.setOutputFormatClass(AccumuloOutputFormat.class); BatchWriterConfig config = new BatchWriterConfig(); AccumuloOutputFormat.setBatchWriterOptions(job, config); AccumuloOutputFormat.setZooKeeperInstance(job, zkiConfig); AccumuloOutputFormat.setConnectorInfo(job, args[2], new PasswordToken(args[3])); AccumuloOutputFormat.setDefaultTableName(job, WikipediaConstants.WORD_COUNT_TABLE); AccumuloOutputFormat.setCreateTables(job, true); job.setJarByClass(WordCount.class); job.submit(); return 0; }
From source file:com.aerospike.hadoop.examples.aggregateintinput.AggregateIntInput.java
License:Apache License
public int run(final String[] args) throws Exception { final Configuration conf = getConf(); @SuppressWarnings("deprecation") final Job job = new Job(conf, "AerospikeAggregateIntInput"); log.info("run starting on bin " + binName); job.setJarByClass(AggregateIntInput.class); job.setInputFormatClass(AerospikeInputFormat.class); job.setMapperClass(Map.class); job.setMapOutputKeyClass(LongWritable.class); job.setMapOutputValueClass(LongWritable.class); // job.setCombinerClass(Reduce.class); // no combiner job.setReducerClass(Reduce.class); job.setOutputKeyClass(LongWritable.class); job.setOutputValueClass(Text.class); FileOutputFormat.setOutputPath(job, new Path(args[0])); int status = job.waitForCompletion(true) ? 0 : 1; log.info("run finished, status=" + status); return status; }
From source file:com.ailk.oci.ocnosql.tools.load.csvbulkload.CsvBulkLoadTool.java
License:Apache License
@Override public int run(String[] args) throws Exception { HBaseConfiguration.addHbaseResources(getConf()); Configuration conf = getConf(); String quorum = conf.get("hbase.zookeeper.quorum"); String clientPort = conf.get("hbase.zookeeper.property.clientPort"); LOG.info("hbase.zookeeper.quorum=" + quorum); LOG.info("hbase.zookeeper.property.clientPort=" + clientPort); LOG.info("phoenix.query.dateFormat=" + conf.get("phoenix.query.dateFormat")); CommandLine cmdLine = null;//from w ww . j a v a 2 s. co m try { cmdLine = parseOptions(args); LOG.info("JdbcUrl=" + getJdbcUrl(quorum + ":" + clientPort)); } catch (IllegalStateException e) { printHelpAndExit(e.getMessage(), getOptions()); } Class.forName(DriverManager.class.getName()); Connection conn = DriverManager.getConnection(getJdbcUrl(quorum + ":" + clientPort)); String tableName = cmdLine.getOptionValue(TABLE_NAME_OPT.getOpt()); String schemaName = cmdLine.getOptionValue(SCHEMA_NAME_OPT.getOpt()); String qualifiedTableName = getQualifiedTableName(schemaName, tableName); List<ColumnInfo> importColumns = buildImportColumns(conn, cmdLine, qualifiedTableName); LOG.info("tableName=" + tableName); LOG.info("schemaName=" + schemaName); LOG.info("qualifiedTableName=" + qualifiedTableName); configureOptions(cmdLine, importColumns, getConf()); try { validateTable(conn, schemaName, tableName); } finally { conn.close(); } Path inputPath = new Path(cmdLine.getOptionValue(INPUT_PATH_OPT.getOpt())); Path outputPath = null; if (cmdLine.hasOption(OUTPUT_PATH_OPT.getOpt())) { outputPath = new Path(cmdLine.getOptionValue(OUTPUT_PATH_OPT.getOpt())); } else { outputPath = new Path("/tmp/" + UUID.randomUUID()); } LOG.info("Configuring HFile output path to {}", outputPath); Job job = new Job(getConf(), "Phoenix MapReduce import for " + getConf().get(PhoenixCsvToKeyValueMapper.TABLE_NAME_CONFKEY)); // Allow overriding the job jar setting by using a -D system property at startup if (job.getJar() == null) { job.setJarByClass(PhoenixCsvToKeyValueMapper.class); } job.setInputFormatClass(TextInputFormat.class); FileInputFormat.addInputPath(job, inputPath); FileSystem.get(getConf()); FileOutputFormat.setOutputPath(job, outputPath); job.setMapperClass(PhoenixCsvToKeyValueMapper.class); job.setMapOutputKeyClass(ImmutableBytesWritable.class); job.setMapOutputValueClass(KeyValue.class); HTable htable = new HTable(getConf(), qualifiedTableName); // Auto configure partitioner and reducer according to the Main Data table HFileOutputFormat.configureIncrementalLoad(job, htable); LOG.info("Running MapReduce import job from {} to {}", inputPath, outputPath); boolean success = job.waitForCompletion(true); if (!success) { LOG.error("Import job failed, check JobTracker for details"); return 1; } LOG.info("Loading HFiles from {}", outputPath); LoadIncrementalHFiles loader = new LoadIncrementalHFiles(getConf()); loader.doBulkLoad(outputPath, htable); htable.close(); LOG.info("Incremental load complete"); LOG.info("Removing output directory {}", outputPath); if (!FileSystem.get(getConf()).delete(outputPath, true)) { LOG.error("Removing output directory {} failed", outputPath); } return 0; }
From source file:com.ailk.oci.ocnosql.tools.load.mutiple.MutipleColumnImportTsv.java
License:Apache License
/** * Sets up the actual job.//www. j av a2 s . com * * @param conf The current configuration. * @return The newly created job. * @throws IOException When setting up the job fails. */ public static Job createSubmittableJob(Configuration conf, String tableName, String inputPath, String tmpOutputPath) throws IOException, ClassNotFoundException { // Support non-XML supported characters // by re-encoding the passed separator as a Base64 string. String actualSeparator = conf.get(CommonConstants.SEPARATOR); if (actualSeparator != null) { conf.set(CommonConstants.SEPARATOR, Base64.encodeBytes(actualSeparator.getBytes())); } String tableNameConf = conf.get(CommonConstants.TABLE_NAME); if (tableNameConf == null) { conf.set(CommonConstants.TABLE_NAME, tableName); } // See if a non-default Mapper was set String mapperClassName = conf.get(MAPPER_CONF_KEY); Class mapperClass = mapperClassName != null ? Class.forName(mapperClassName) : DEFAULT_MAPPER; Path inputDir = new Path(inputPath); Job job = new Job(conf, NAME + "_" + tableName); job.setJarByClass(MutipleColumnImportTsv.class); FileInputFormat.setInputPaths(job, inputDir); //??Dimporttsv.inputFormatInputFormat,TextInputFormat String inputFmtName = conf.get(CommonConstants.INPUTFORMAT, "org.apache.hadoop.mapreduce.lib.input.TextInputFormat"); LOG.info(CommonConstants.INPUTFORMAT + " is " + inputFmtName); Class<? extends InputFormat> inputFmtClass = Class.forName(inputFmtName).asSubclass(InputFormat.class); job.setInputFormatClass(inputFmtClass); job.setMapperClass(mapperClass); String hfileOutPath = tmpOutputPath; if (hfileOutPath != null) { if (!doesTableExist(tableName)) { createTable(conf, tableName); } HTable table = new HTable(conf, tableName); // job.setReducerClass(MutipleColumnReducer.class); Path outputDir = new Path(hfileOutPath); FileOutputFormat.setOutputPath(job, outputDir); job.setMapOutputKeyClass(ImmutableBytesWritable.class); job.setMapOutputValueClass(Put.class); HFileOutputFormat.configureIncrementalLoad(job, table); } else { // No reducers. Just write straight to table. Call initTableReducerJob // to set up the TableOutputFormat. TableMapReduceUtil.initTableReducerJob(tableName, null, job); job.setNumReduceTasks(0); } TableMapReduceUtil.addDependencyJars(job); TableMapReduceUtil.addDependencyJars(job.getConfiguration(), com.google.common.base.Function.class /* Guava used by TsvParser */); return job; }
From source file:com.ailk.oci.ocnosql.tools.load.single.SingleColumnImportTsv.java
License:Apache License
/** * Sets up the actual job. importtsvmapreduce job * * @param conf The current configuration. * @return The newly created job.//w w w .j a v a2 s . c o m * @throws IOException When setting up the job fails. */ public static Job createSubmittableJob(Configuration conf, String tableName, String inputPath, String tmpOutputPath) throws IOException, ClassNotFoundException { // Support non-XML supported characters // by re-encoding the passed separator as a Base64 string. //???BASE64? String actualSeparator = conf.get(CommonConstants.SEPARATOR); if (actualSeparator != null) { conf.set(CommonConstants.SEPARATOR, Base64.encodeBytes(actualSeparator.getBytes())); } // See if a non-default Mapper was set?mapper?SingleColumnImporterMapper String mapperClassName = conf.get(MAPPER_CONF_KEY); Class mapperClass = mapperClassName != null ? Class.forName(mapperClassName) : DEFAULT_MAPPER; Path inputDir = new Path(inputPath); //?job Job job = new Job(conf, NAME + "_" + tableName); //Set the Jar by finding where a given class came from. job.setJarByClass(SingleColumnImportTsv.class); // FileInputFormat.setInputPaths(job, inputDir); //jobinputformat //??Dimporttsv.inputFormatInputFormat,TextInputFormat //??Dimporttsv.inputFormatInputFormat,TextInputFormat String inputFmtName = conf.get(CommonConstants.INPUTFORMAT, "org.apache.hadoop.mapreduce.lib.input.TextInputFormat"); LOG.info(CommonConstants.INPUTFORMAT + " is " + inputFmtName); Class<? extends InputFormat> inputFmtClass = Class.forName(inputFmtName).asSubclass(InputFormat.class); job.setInputFormatClass(inputFmtClass); job.setMapperClass(mapperClass); //mapper job.setMapperClass(mapperClass); String hfileOutPath = tmpOutputPath; if (hfileOutPath != null) { //? if (!doesTableExist(tableName)) { createTable(conf, tableName); } HTable table = new HTable(conf, tableName); //reducer job.setReducerClass(SingleColumnReducer.class); Path outputDir = new Path(hfileOutPath); // FileOutputFormat.setOutputPath(job, outputDir); job.setMapOutputKeyClass(ImmutableBytesWritable.class); job.setMapOutputValueClass(TextArrayWritable.class); //job?partition?outputformat?reduce configureIncrementalLoad(job, table); } else {//put // No reducers. Just write straight to table. Call initTableReducerJob // to set up the TableOutputFormat. TableMapReduceUtil.initTableReducerJob(tableName, null, job); job.setNumReduceTasks(0); } TableMapReduceUtil.addDependencyJars(job); TableMapReduceUtil.addDependencyJars(job.getConfiguration(), com.google.common.base.Function.class /* Guava used by TsvParser */); return job; }
From source file:com.airline.analytics.AirlineDelayAnalytics.java
@Override public int run(String[] strings) throws Exception { Job job = Job.getInstance(getConf(), "Hadoop Airline Delay Analytics"); job.setJarByClass(AirlineDelayAnalytics.class); job.setMapperClass(AirlineMapper.class); // job.setCombinerClass(AirlineReducer.class); job.setReducerClass(AirlineReducer.class); job.setMapOutputKeyClass(IntWritable.class); job.setMapOutputValueClass(IntWritable.class); job.setOutputKeyClass(IntWritable.class); job.setOutputValueClass(Text.class); FileInputFormat.addInputPath(job, new Path(strings[0])); FileOutputFormat.setOutputPath(job, new Path(strings[1])); return job.waitForCompletion(true) ? 0 : 1; }
From source file:com.airline.analytics.AirlineUniqueRoutesAnalytics.java
@Override public int run(String[] strings) throws Exception { Job job = Job.getInstance(getConf(), "Hadoop Airline Orign Destination Analytics"); job.setJarByClass(getClass()); // Distributed Cache job.addCacheFile(new URI("/airline/codes.csv")); job.setMapperClass(AirlineMapper.class); // job.setCombinerClass(AirlineReducer.class); job.setReducerClass(AirlineReducer.class); job.setMapOutputKeyClass(Text.class); job.setMapOutputValueClass(IntWritable.class); job.setOutputKeyClass(Text.class); job.setOutputValueClass(IntWritable.class); FileInputFormat.addInputPath(job, new Path(strings[0])); FileOutputFormat.setOutputPath(job, new Path(strings[1])); return job.waitForCompletion(true) ? 0 : 1; }
From source file:com.alectenharmsel.hadoop.qa.LineCount.java
License:Apache License
public static void main(String[] args) throws Exception { GenericOptionsParser parse = new GenericOptionsParser(new Configuration(), args); Configuration conf = parse.getConfiguration(); String[] remainingArgs = parse.getRemainingArgs(); if (remainingArgs.length != 2) { System.err.println("Usage: LineCount <input> <output>"); System.exit(-1);/*from w w w . j a v a 2 s. c om*/ } Job job = Job.getInstance(conf, "LineCount"); job.setJarByClass(LineCount.class); job.setMapperClass(Map.class); job.setCombinerClass(Reduce.class); job.setReducerClass(Reduce.class); job.setOutputKeyClass(Text.class); job.setOutputValueClass(LongWritable.class); FileInputFormat.addInputPath(job, new Path(remainingArgs[0])); FileOutputFormat.setOutputPath(job, new Path(remainingArgs[1])); boolean success = job.waitForCompletion(true); int res = success ? 0 : 1; System.exit(res); }
From source file:com.alectenharmsel.research.FileCombine.java
License:Apache License
public int run(String[] args) throws Exception { if (args.length != 2) { System.err.println("Usage: FileCombine <input> <output>"); System.exit(-1);//from w w w .j a va 2 s . c o m } Job job = new Job(getConf(), "FileCombine"); job.setJarByClass(FileCombine.class); FileInputFormat.addInputPath(job, new Path(args[0])); FileOutputFormat.setOutputPath(job, new Path(args[1])); job.setMapperClass(FileCombineMapper.class); job.setReducerClass(FileCombineReducer.class); job.setOutputKeyClass(Text.class); job.setOutputValueClass(LongWritable.class); return job.waitForCompletion(true) ? 0 : 1; }