List of usage examples for org.apache.hadoop.mapreduce Job setMapOutputKeyClass
public void setMapOutputKeyClass(Class<?> theClass) throws IllegalStateException
From source file:com.hhscyber.nl.tweets.svm.train.Train.java
/** * @param args the command line arguments * @throws java.io.IOException/*from w w w. j a va2 s . c o m*/ */ public static void main(String[] args) throws IOException { Conf conf = new Conf(args, ""); FileSystem hdfs = FileSystem.get(conf); hdfs.delete(new Path("trainer"), true); Job client = new HBJob(conf, "SVMTrainer"); client.setJarByClass(Train.class); client.setMapOutputKeyClass(Text.class); client.setMapOutputValueClass(Text.class); client.setInputFormatClass(TextInputFormat.class); TextInputFormat.addInputPath(client, new Path("svmclass")); client.setNumReduceTasks(1); client.setOutputFormatClass(TextOutputFormat.class); TextOutputFormat.setOutputPath(client, new Path("trainer")); client.setMapperClass(TrainMapper.class); client.setReducerClass(TrainReducer.class); try { client.waitForCompletion(true); } catch (IOException | InterruptedException | ClassNotFoundException e) { } }
From source file:com.hn.cluster.hadoop.mrs.SecondarySort.java
License:Apache License
public static void main(String[] args) throws Exception { // ?hadoop?//from w ww . j a va 2 s. c o m Configuration conf = new Configuration(); // ? Job job = new Job(conf, "secondary sort"); job.setJarByClass(SecondarySort.class); // Mapper job.setMapperClass(MapClass.class); // Reducer job.setReducerClass(Reduce.class); // job.setPartitionerClass(FirstPartitioner.class); // job.setGroupingComparatorClass(FirstGroupingComparator.class); // map Key job.setMapOutputKeyClass(IntPair.class); // mapValue job.setMapOutputValueClass(IntWritable.class); // rduceKeyTextOutputFormatClassTextOutputFormat job.setOutputKeyClass(Text.class); // rduceValue job.setOutputValueClass(IntWritable.class); /** * ?????splites???RecordReder * ??RecordReder?keyvalue * Map<LongWritable, Text> * Mapmap<LongWritable, Text>Mapmap * ?List<IntPair, IntWritable> * map?job.setPartitionerClassList?reducer */ job.setInputFormatClass(TextInputFormat.class); // ??RecordWriter? job.setOutputFormatClass(TextOutputFormat.class); // hdfs FileInputFormat.addInputPath(job, new Path("hdfs://192.1168.1.12:9000/input/input/soso.txt")); // hdfs FileOutputFormat.setOutputPath(job, new Path("hdfs://192.1168.1.12:9000/output/sort/")); // ??job System.exit(job.waitForCompletion(true) ? 0 : 1); }
From source file:com.hortonworks.mapreduce.URLCount.java
License:Apache License
@Override public int run(String[] args) throws Exception { Configuration conf = this.getConf(); conf.set("mapreduce.input.keyvaluelinerecordreader.key.value.separator", " "); Job job = Job.getInstance(conf, "URLCount"); job.setJarByClass(getClass());//from ww w . ja v a2 s .co m job.setInputFormatClass(KeyValueTextInputFormat.class); job.setOutputFormatClass(TextOutputFormat.class); job.setMapperClass(URLCountM.class); job.setReducerClass(URLCountR.class); job.setMapOutputKeyClass(Text.class); job.setMapOutputValueClass(IntWritable.class); job.setOutputKeyClass(IntWritable.class); job.setOutputValueClass(Text.class); FileInputFormat.addInputPath(job, new Path(args[0])); FileOutputFormat.setOutputPath(job, new Path(args[1])); return (job.waitForCompletion(true) == true ? 0 : -1); }
From source file:com.hortonworks.pso.data.generator.mapreduce.DataGenTool.java
License:Apache License
@Override public int run(String[] args) throws Exception { Job job = Job.getInstance(getConf()); // new Job(conf, this.getClass().getCanonicalName()); // Configuration conf = getConf(); int mappers = 2; String output = null;//ww w .j av a 2s . c o m String config = null; long count = 100; List<String> otherArgs = new ArrayList<String>(); for (int i = 0; i < args.length; ++i) { try { if ("-mappers".equals(args[i])) { mappers = Integer.parseInt(args[++i]); otherArgs.add("-Dmapreduce.job.maps=" + Integer.toString(mappers)); } else if ("-output".equals(args[i])) { output = args[++i]; } else if ("-json.cfg".equals(args[i])) { config = args[++i]; } else if ("-count".equals(args[i])) { count = Long.parseLong(args[++i]); } else { otherArgs.add(args[i]); } } catch (NumberFormatException except) { System.out.println("ERROR: Integer expected instead of " + args[i]); return printUsage(); } catch (ArrayIndexOutOfBoundsException except) { System.out.println("ERROR: Required parameter missing from " + args[i - 1]); return printUsage(); // exits } } job.getConfiguration().set("json.cfg", config); String[] altArgs = new String[otherArgs.size()]; otherArgs.toArray(altArgs); GenericOptionsParser gop = new GenericOptionsParser(job.getConfiguration(), altArgs); DataGenInputFormat.setNumberOfRows(job, count); job.setJarByClass(DataGenTool.class); Path output_path = new Path(output); if (output_path.getFileSystem(getConf()).exists(output_path)) { throw new IOException("Output directory " + output_path + " already exists."); } FileOutputFormat.setOutputPath(job, output_path); job.setMapperClass(DataGenMapper.class); // Map Only Job job.setNumReduceTasks(0); // job.setReducerClass(RerateReducer.class); job.setInputFormatClass(DataGenInputFormat.class); job.setOutputFormatClass(TextOutputFormat.class); job.setMapOutputKeyClass(NullWritable.class); job.setMapOutputValueClass(Text.class); // job.setOutputKeyClass(Text.class); // job.setOutputValueClass(Text.class); return job.waitForCompletion(true) ? 0 : 1; }
From source file:com.howbuy.hadoop.mr.online.SecondarySort.java
License:Apache License
public static void main(String[] args) throws Exception { Configuration conf = new Configuration(); String[] otherArgs = new GenericOptionsParser(conf, args).getRemainingArgs(); if (otherArgs.length != 2) { System.err.println("Usage: secondarysrot <in> <out>"); System.exit(2);//from w w w. j av a 2 s . c o m } Job job = new Job(conf, "secondary sort"); job.setJarByClass(SecondarySort.class); job.setMapperClass(MapClass.class); job.setReducerClass(Reduce.class); // group and partition by the first int in the pair job.setPartitionerClass(FirstPartitioner.class); job.setGroupingComparatorClass(FirstGroupingComparator.class); // the map output is IntPair, IntWritable job.setMapOutputKeyClass(IntPair.class); job.setMapOutputValueClass(IntWritable.class); // the reduce output is Text, IntWritable job.setOutputKeyClass(Text.class); job.setOutputValueClass(IntWritable.class); job.setInputFormatClass(TextInputFormat.class); // job.setOutputFormatClass(SequenceFileOutputFormat.class); job.setNumReduceTasks(3); FileInputFormat.addInputPath(job, new Path(otherArgs[0])); FileOutputFormat.setOutputPath(job, new Path(otherArgs[1])); System.exit(job.waitForCompletion(true) ? 0 : 1); }
From source file:com.iflytek.spider.crawl.GeneratorSmart.java
License:Apache License
private Path partitionSegment(FileSystem fs, Path segmentsDir, Path inputDir, int numLists) throws IOException, InterruptedException, ClassNotFoundException { // invert again, partition by host/domain/IP, sort by url hash if (LOG.isInfoEnabled()) { LOG.info("Generator: Partitioning selected urls for politeness:" + inputDir); }//from www .jav a2s. c o m Path segment = new Path(segmentsDir, generateSegmentName()); Path output = new Path(segment, CrawlDatum.GENERATE_DIR_NAME); LOG.info("Generator: segment: " + segment + " with " + numLists + " Fetchers"); Job job = AvroJob.getAvroJob(getConf()); job.setJobName("generate: partition " + segment); job.getConfiguration().setInt("partition.url.seed", new Random().nextInt()); FileInputFormat.addInputPath(job, inputDir); job.setInputFormatClass(AvroPairInputFormat.class); job.setMapperClass(SelectorInverseMapper.class); job.setPartitionerClass(AveragePartition.class); job.setMapOutputKeyClass(String.class); job.setMapOutputValueClass(SelectorEntry.class); job.setReducerClass(PartitionReducer.class); job.setNumReduceTasks(numLists); FileOutputFormat.setOutputPath(job, output); job.setOutputFormatClass(AvroPairOutputFormat.class); job.setOutputKeyClass(String.class); job.setOutputValueClass(CrawlDatum.class); job.waitForCompletion(true); return segment; }
From source file:com.ikanow.infinit.e.processing.custom.launcher.CustomHadoopTaskLauncher.java
License:Open Source License
@SuppressWarnings({ "unchecked", "rawtypes" })
public String runHadoopJob(CustomMapReduceJobPojo job, String tempJarLocation)
throws IOException, SAXException, ParserConfigurationException {
StringWriter xml = new StringWriter();
String outputCollection = job.outputCollectionTemp;// (non-append mode)
if ((null != job.appendResults) && job.appendResults)
outputCollection = job.outputCollection; // (append mode, write directly in....)
else if (null != job.incrementalMode)
job.incrementalMode = false; // (not allowed to be in incremental mode and not update mode)
createConfigXML(xml, job.jobtitle, job.inputCollection,
InfiniteHadoopUtils.getQueryOrProcessing(job.query, InfiniteHadoopUtils.QuerySpec.INPUTFIELDS),
job.isCustomTable, job.getOutputDatabase(), job._id.toString(), outputCollection, job.mapper,
job.reducer, job.combiner,/*from ww w. j a v a 2 s . co m*/
InfiniteHadoopUtils.getQueryOrProcessing(job.query, InfiniteHadoopUtils.QuerySpec.QUERY),
job.communityIds, job.outputKey, job.outputValue, job.arguments, job.incrementalMode,
job.submitterID, job.selfMerge, job.outputCollection, job.appendResults);
ClassLoader savedClassLoader = Thread.currentThread().getContextClassLoader();
URLClassLoader child = new URLClassLoader(new URL[] { new File(tempJarLocation).toURI().toURL() },
savedClassLoader);
Thread.currentThread().setContextClassLoader(child);
// Check version: for now, any infinit.e.data_model with an VersionTest class is acceptable
boolean dataModelLoaded = true;
try {
URLClassLoader versionTest = new URLClassLoader(new URL[] { new File(tempJarLocation).toURI().toURL() },
null);
try {
Class.forName("com.ikanow.infinit.e.data_model.custom.InfiniteMongoInputFormat", true, versionTest);
} catch (ClassNotFoundException e2) {
//(this is fine, will use the cached version)
dataModelLoaded = false;
}
if (dataModelLoaded)
Class.forName("com.ikanow.infinit.e.data_model.custom.InfiniteMongoVersionTest", true, versionTest);
} catch (ClassNotFoundException e1) {
throw new RuntimeException(
"This JAR is compiled with too old a version of the data-model, please recompile with Jan 2014 (rc2) onwards");
}
// Now load the XML into a configuration object:
Configuration config = new Configuration();
// Add the client configuration overrides:
if (!bLocalMode) {
String hadoopConfigPath = props_custom.getHadoopConfigPath() + "/hadoop/";
config.addResource(new Path(hadoopConfigPath + "core-site.xml"));
config.addResource(new Path(hadoopConfigPath + "mapred-site.xml"));
config.addResource(new Path(hadoopConfigPath + "hadoop-site.xml"));
} //TESTED
try {
DocumentBuilderFactory dbFactory = DocumentBuilderFactory.newInstance();
DocumentBuilder dBuilder = dbFactory.newDocumentBuilder();
Document doc = dBuilder.parse(new ByteArrayInputStream(xml.toString().getBytes()));
NodeList nList = doc.getElementsByTagName("property");
for (int temp = 0; temp < nList.getLength(); temp++) {
Node nNode = nList.item(temp);
if (nNode.getNodeType() == Node.ELEMENT_NODE) {
Element eElement = (Element) nNode;
String name = getTagValue("name", eElement);
String value = getTagValue("value", eElement);
if ((null != name) && (null != value)) {
config.set(name, value);
}
}
}
} catch (Exception e) {
throw new IOException(e.getMessage());
}
// Some other config defaults:
// (not sure if these are actually applied, or derived from the defaults - for some reason they don't appear in CDH's client config)
config.set("mapred.map.tasks.speculative.execution", "false");
config.set("mapred.reduce.tasks.speculative.execution", "false");
// (default security is ignored here, have it set via HADOOP_TASKTRACKER_CONF in cloudera)
// Now run the JAR file
try {
BasicDBObject advancedConfigurationDbo = null;
try {
advancedConfigurationDbo = (null != job.query)
? ((BasicDBObject) com.mongodb.util.JSON.parse(job.query))
: (new BasicDBObject());
} catch (Exception e) {
advancedConfigurationDbo = new BasicDBObject();
}
boolean esMode = advancedConfigurationDbo.containsField("qt") && !job.isCustomTable;
if (esMode && !job.inputCollection.equals("doc_metadata.metadata")) {
throw new RuntimeException(
"Infinit.e Queries are only supported on doc_metadata - use MongoDB queries instead.");
}
config.setBoolean("mapred.used.genericoptionsparser", true); // (just stops an annoying warning from appearing)
if (bLocalMode) { // local job tracker and FS mode
config.set("mapred.job.tracker", "local");
config.set("fs.default.name", "local");
} else {
if (bTestMode) { // run job tracker locally but FS mode remotely
config.set("mapred.job.tracker", "local");
} else { // normal job tracker
String trackerUrl = HadoopUtils.getXMLProperty(
props_custom.getHadoopConfigPath() + "/hadoop/mapred-site.xml", "mapred.job.tracker");
config.set("mapred.job.tracker", trackerUrl);
}
String fsUrl = HadoopUtils.getXMLProperty(
props_custom.getHadoopConfigPath() + "/hadoop/core-site.xml", "fs.default.name");
config.set("fs.default.name", fsUrl);
}
if (!dataModelLoaded && !(bTestMode || bLocalMode)) { // If running distributed and no data model loaded then add ourselves
Path jarToCache = InfiniteHadoopUtils.cacheLocalFile("/opt/infinite-home/lib/",
"infinit.e.data_model.jar", config);
DistributedCache.addFileToClassPath(jarToCache, config);
jarToCache = InfiniteHadoopUtils.cacheLocalFile("/opt/infinite-home/lib/",
"infinit.e.processing.custom.library.jar", config);
DistributedCache.addFileToClassPath(jarToCache, config);
} //TESTED
// Debug scripts (only if they exist), and only in non local/test mode
if (!bLocalMode && !bTestMode) {
try {
Path scriptToCache = InfiniteHadoopUtils.cacheLocalFile("/opt/infinite-home/scripts/",
"custom_map_error_handler.sh", config);
config.set("mapred.map.task.debug.script", "custom_map_error_handler.sh " + job.jobtitle);
config.set("mapreduce.map.debug.script", "custom_map_error_handler.sh " + job.jobtitle);
DistributedCache.createSymlink(config);
DistributedCache.addCacheFile(scriptToCache.toUri(), config);
} catch (Exception e) {
} // just carry on
try {
Path scriptToCache = InfiniteHadoopUtils.cacheLocalFile("/opt/infinite-home/scripts/",
"custom_reduce_error_handler.sh", config);
config.set("mapred.reduce.task.debug.script", "custom_reduce_error_handler.sh " + job.jobtitle);
config.set("mapreduce.reduce.debug.script", "custom_reduce_error_handler.sh " + job.jobtitle);
DistributedCache.createSymlink(config);
DistributedCache.addCacheFile(scriptToCache.toUri(), config);
} catch (Exception e) {
} // just carry on
} //TODO (???): TOTEST
// (need to do these 2 things here before the job is created, at which point the config class has been copied across)
//1)
Class<?> mapperClazz = Class.forName(job.mapper, true, child);
if (ICustomInfiniteInternalEngine.class.isAssignableFrom(mapperClazz)) { // Special case: internal custom engine, so gets an additional integration hook
ICustomInfiniteInternalEngine preActivities = (ICustomInfiniteInternalEngine) mapperClazz
.newInstance();
preActivities.preTaskActivities(job._id, job.communityIds, config, !(bTestMode || bLocalMode));
} //TESTED
//2)
if (job.inputCollection.equalsIgnoreCase("file.binary_shares")) {
// Need to download the GridFSZip file
try {
Path jarToCache = InfiniteHadoopUtils.cacheLocalFile("/opt/infinite-home/lib/unbundled/",
"GridFSZipFile.jar", config);
DistributedCache.addFileToClassPath(jarToCache, config);
} catch (Throwable t) {
} // (this is fine, will already be on the classpath .. otherwise lots of other stuff will be failing all over the place!)
}
if (job.inputCollection.equals("records")) {
InfiniteElasticsearchHadoopUtils.handleElasticsearchInput(job, config, advancedConfigurationDbo);
//(won't run under 0.19 so running with "records" should cause all sorts of exceptions)
} //TESTED (by hand)
if (bTestMode || bLocalMode) { // If running locally, turn "snappy" off - tomcat isn't pointing its native library path in the right place
config.set("mapred.map.output.compression.codec", "org.apache.hadoop.io.compress.DefaultCodec");
}
// Manually specified caches
List<URL> localJarCaches = InfiniteHadoopUtils.handleCacheList(advancedConfigurationDbo.get("$caches"),
job, config, props_custom);
Job hj = new Job(config); // (NOTE: from here, changes to config are ignored)
try {
if (null != localJarCaches) {
if (bLocalMode || bTestMode) {
Method method = URLClassLoader.class.getDeclaredMethod("addURL", new Class[] { URL.class });
method.setAccessible(true);
method.invoke(child, localJarCaches.toArray());
} //TOTEST (tested logically)
}
Class<?> classToLoad = Class.forName(job.mapper, true, child);
hj.setJarByClass(classToLoad);
if (job.inputCollection.equalsIgnoreCase("filesystem")) {
String inputPath = null;
try {
inputPath = MongoDbUtil.getProperty(advancedConfigurationDbo, "file.url");
if (!inputPath.endsWith("/")) {
inputPath = inputPath + "/";
}
} catch (Exception e) {
}
if (null == inputPath) {
throw new RuntimeException("Must specify 'file.url' if reading from filesystem.");
}
inputPath = InfiniteHadoopUtils.authenticateInputDirectory(job, inputPath);
InfiniteFileInputFormat.addInputPath(hj, new Path(inputPath + "*/*")); // (that extra bit makes it recursive)
InfiniteFileInputFormat.setMaxInputSplitSize(hj, 33554432); // (32MB)
InfiniteFileInputFormat.setInfiniteInputPathFilter(hj, config);
hj.setInputFormatClass((Class<? extends InputFormat>) Class.forName(
"com.ikanow.infinit.e.data_model.custom.InfiniteFileInputFormat", true, child));
} else if (job.inputCollection.equalsIgnoreCase("file.binary_shares")) {
String[] oidStrs = null;
try {
String inputPath = MongoDbUtil.getProperty(advancedConfigurationDbo, "file.url");
Pattern oidExtractor = Pattern.compile("inf://share/([^/]+)");
Matcher m = oidExtractor.matcher(inputPath);
if (m.find()) {
oidStrs = m.group(1).split("\\s*,\\s*");
} else {
throw new RuntimeException(
"file.url must be in format inf://share/<oid-list>/<string>: " + inputPath);
}
InfiniteHadoopUtils.authenticateShareList(job, oidStrs);
} catch (Exception e) {
throw new RuntimeException(
"Authentication error: " + e.getMessage() + ": " + advancedConfigurationDbo, e);
}
hj.getConfiguration().setStrings("mapred.input.dir", oidStrs);
hj.setInputFormatClass((Class<? extends InputFormat>) Class.forName(
"com.ikanow.infinit.e.data_model.custom.InfiniteShareInputFormat", true, child));
} else if (job.inputCollection.equals("records")) {
hj.setInputFormatClass((Class<? extends InputFormat>) Class
.forName("com.ikanow.infinit.e.data_model.custom.InfiniteEsInputFormat", true, child));
} else {
if (esMode) {
hj.setInputFormatClass((Class<? extends InputFormat>) Class.forName(
"com.ikanow.infinit.e.processing.custom.utils.InfiniteElasticsearchMongoInputFormat",
true, child));
} else {
hj.setInputFormatClass((Class<? extends InputFormat>) Class.forName(
"com.ikanow.infinit.e.data_model.custom.InfiniteMongoInputFormat", true, child));
}
}
if ((null != job.exportToHdfs) && job.exportToHdfs) {
//TODO (INF-2469): Also, if the output key is BSON then also run as text (but output as JSON?)
Path outPath = InfiniteHadoopUtils.ensureOutputDirectory(job, props_custom);
if ((null != job.outputKey) && (null != job.outputValue)
&& job.outputKey.equalsIgnoreCase("org.apache.hadoop.io.text")
&& job.outputValue.equalsIgnoreCase("org.apache.hadoop.io.text")) {
// (slight hack before I sort out the horrendous job class - if key/val both text and exporting to HDFS then output as Text)
hj.setOutputFormatClass((Class<? extends OutputFormat>) Class
.forName("org.apache.hadoop.mapreduce.lib.output.TextOutputFormat", true, child));
TextOutputFormat.setOutputPath(hj, outPath);
} //TESTED
else {
hj.setOutputFormatClass((Class<? extends OutputFormat>) Class.forName(
"org.apache.hadoop.mapreduce.lib.output.SequenceFileOutputFormat", true, child));
SequenceFileOutputFormat.setOutputPath(hj, outPath);
} //TESTED
} else { // normal case, stays in MongoDB
hj.setOutputFormatClass((Class<? extends OutputFormat>) Class.forName(
"com.ikanow.infinit.e.data_model.custom.InfiniteMongoOutputFormat", true, child));
}
hj.setMapperClass((Class<? extends Mapper>) mapperClazz);
String mapperOutputKeyOverride = advancedConfigurationDbo.getString("$mapper_key_class", null);
if (null != mapperOutputKeyOverride) {
hj.setMapOutputKeyClass(Class.forName(mapperOutputKeyOverride));
} //TESTED
String mapperOutputValueOverride = advancedConfigurationDbo.getString("$mapper_value_class", null);
if (null != mapperOutputValueOverride) {
hj.setMapOutputValueClass(Class.forName(mapperOutputValueOverride));
} //TESTED
if ((null != job.reducer) && !job.reducer.startsWith("#") && !job.reducer.equalsIgnoreCase("null")
&& !job.reducer.equalsIgnoreCase("none")) {
hj.setReducerClass((Class<? extends Reducer>) Class.forName(job.reducer, true, child));
// Variable reducers:
if (null != job.query) {
try {
hj.setNumReduceTasks(advancedConfigurationDbo.getInt("$reducers", 1));
} catch (Exception e) {
try {
// (just check it's not a string that is a valid int)
hj.setNumReduceTasks(
Integer.parseInt(advancedConfigurationDbo.getString("$reducers", "1")));
} catch (Exception e2) {
}
}
} //TESTED
} else {
hj.setNumReduceTasks(0);
}
if ((null != job.combiner) && !job.combiner.startsWith("#")
&& !job.combiner.equalsIgnoreCase("null") && !job.combiner.equalsIgnoreCase("none")) {
hj.setCombinerClass((Class<? extends Reducer>) Class.forName(job.combiner, true, child));
}
hj.setOutputKeyClass(Class.forName(job.outputKey, true, child));
hj.setOutputValueClass(Class.forName(job.outputValue, true, child));
hj.setJobName(job.jobtitle);
currJobName = job.jobtitle;
} catch (Error e) { // (messing about with class loaders = lots of chances for errors!)
throw new RuntimeException(e.getMessage(), e);
}
if (bTestMode || bLocalMode) {
hj.submit();
currThreadId = null;
Logger.getRootLogger().addAppender(this);
currLocalJobId = hj.getJobID().toString();
currLocalJobErrs.setLength(0);
while (!hj.isComplete()) {
Thread.sleep(1000);
}
Logger.getRootLogger().removeAppender(this);
if (hj.isSuccessful()) {
if (this.currLocalJobErrs.length() > 0) {
return "local_done: " + this.currLocalJobErrs.toString();
} else {
return "local_done";
}
} else {
return "Error: " + this.currLocalJobErrs.toString();
}
} else {
hj.submit();
String jobId = hj.getJobID().toString();
return jobId;
}
} catch (Exception e) {
e.printStackTrace();
Thread.currentThread().setContextClassLoader(savedClassLoader);
return "Error: " + InfiniteHadoopUtils.createExceptionMessage(e);
} finally {
Thread.currentThread().setContextClassLoader(savedClassLoader);
}
}
From source file:com.impetus.code.examples.hadoop.cassandra.wordcount.WordCount.java
License:Apache License
public int run(String[] args) throws Exception { String outputReducerType = "cassandra"; if (args != null && args[0].startsWith(OUTPUT_REDUCER_VAR)) { String[] s = args[0].split("="); if (s != null && s.length == 2) outputReducerType = s[1];/*w w w . j a va 2 s. c om*/ } logger.info("output reducer type: " + outputReducerType); for (int i = 0; i < WordCountSetup.TEST_COUNT; i++) { String columnName = "text" + i; getConf().set(CONF_COLUMN_NAME, columnName); Job job = new Job(getConf(), "wordcount"); job.setJarByClass(WordCount.class); job.setMapperClass(TokenizerMapper.class); if (outputReducerType.equalsIgnoreCase("filesystem")) { job.setCombinerClass(ReducerToFilesystem.class); job.setReducerClass(ReducerToFilesystem.class); job.setOutputKeyClass(Text.class); job.setOutputValueClass(IntWritable.class); FileOutputFormat.setOutputPath(job, new Path(OUTPUT_PATH_PREFIX + i)); } else { job.setReducerClass(ReducerToCassandra.class); job.setMapOutputKeyClass(Text.class); job.setMapOutputValueClass(IntWritable.class); job.setOutputKeyClass(ByteBuffer.class); job.setOutputValueClass(List.class); job.setOutputFormatClass(ColumnFamilyOutputFormat.class); ConfigHelper.setOutputColumnFamily(job.getConfiguration(), KEYSPACE, OUTPUT_COLUMN_FAMILY); } job.setInputFormatClass(ColumnFamilyInputFormat.class); ConfigHelper.setRpcPort(job.getConfiguration(), "9160"); ConfigHelper.setInitialAddress(job.getConfiguration(), "localhost"); ConfigHelper.setPartitioner(job.getConfiguration(), "org.apache.cassandra.dht.RandomPartitioner"); ConfigHelper.setInputColumnFamily(job.getConfiguration(), KEYSPACE, INPUT_COLUMN_FAMILY); SlicePredicate predicate = new SlicePredicate() .setColumn_names(Arrays.asList(ByteBufferUtil.bytes(columnName))); ConfigHelper.setInputSlicePredicate(job.getConfiguration(), predicate); job.waitForCompletion(true); } return 0; }
From source file:com.inmobi.conduit.distcp.tools.DistCp.java
License:Apache License
/** * Create Job object for submitting it, with all the configuration * * @return Reference to job object./* ww w. j av a2 s. co m*/ * @throws IOException - Exception if any */ protected Job createJob() throws IOException { String jobName = "distcp"; String userChosenName = getConf().get("mapred.job.name"); if (userChosenName != null) jobName += ": " + userChosenName; Job job = new Job(getConf(), jobName); job.setInputFormatClass(DistCpUtils.getStrategy(getConf(), inputOptions)); job.setJarByClass(CopyMapper.class); configureOutputFormat(job); job.setMapperClass(CopyMapper.class); job.setReducerClass(Reducer.class); job.setMapOutputKeyClass(NullWritable.class); job.setMapOutputValueClass(Text.class); job.setOutputKeyClass(NullWritable.class); job.setOutputValueClass(Text.class); job.setOutputFormatClass(CopyOutputFormat.class); job.getConfiguration().set("mapred.map.tasks.speculative.execution", "false"); job.getConfiguration().set(DistCpConstants.CONF_LABEL_NUM_MAPS, String.valueOf(inputOptions.getMaxMaps())); if (inputOptions.getSslConfigurationFile() != null) { setupSSLConfig(job.getConfiguration()); } inputOptions.appendToConf(job.getConfiguration()); return job; }
From source file:com.inmobi.conduit.local.LocalStreamService.java
License:Apache License
protected Job createJob(Path inputPath, long totalSize) throws IOException { String jobName = getName();/*from w w w .j a v a2 s . c om*/ Configuration conf = currentCluster.getHadoopConf(); conf.set(ConduitConstants.AUDIT_ENABLED_KEY, System.getProperty(ConduitConstants.AUDIT_ENABLED_KEY)); Job job = new Job(conf); job.setJobName(jobName); // DistributedCache.addFileToClassPath(inputFormatJarDestPath, // job.getConfiguration()); job.getConfiguration().set("tmpjars", inputFormatJarDestPath.toString() + "," + auditUtilJarDestPath.toString()); LOG.debug("Adding file [" + inputFormatJarDestPath + "] to distributed cache"); job.setInputFormatClass(UniformSizeInputFormat.class); Class<? extends Mapper<Text, FileStatus, NullWritable, Text>> mapperClass = getMapperClass(); job.setJarByClass(mapperClass); job.setMapperClass(mapperClass); job.setMapOutputKeyClass(NullWritable.class); job.setMapOutputValueClass(Text.class); job.setOutputKeyClass(NullWritable.class); job.setOutputValueClass(Text.class); // setting identity reducer job.setReducerClass(Reducer.class); job.setOutputFormatClass(TextOutputFormat.class); TextOutputFormat.setOutputPath(job, tmpCounterOutputPath); job.getConfiguration().set("mapred.map.tasks.speculative.execution", "false"); job.getConfiguration().set(LOCALSTREAM_TMP_PATH, tmpPath.toString()); job.getConfiguration().set(SRC_FS_DEFAULT_NAME_KEY, srcCluster.getHadoopConf().get(FS_DEFAULT_NAME_KEY)); // set configurations needed for UniformSizeInputFormat int numMaps = getNumMapsForJob(totalSize); job.getConfiguration().setInt(DistCpConstants.CONF_LABEL_NUM_MAPS, numMaps); job.getConfiguration().setLong(DistCpConstants.CONF_LABEL_TOTAL_BYTES_TO_BE_COPIED, totalSize); job.getConfiguration().set(DistCpConstants.CONF_LABEL_LISTING_FILE_PATH, inputPath.toString()); LOG.info("Expected number of maps [" + numMaps + "] Total data size [" + totalSize + "]"); return job; }