List of usage examples for org.apache.hadoop.mapreduce Job setMaxReduceAttempts
public void setMaxReduceAttempts(int n)
From source file:com.daleway.training.hadoop.pagerank.PageRankSecondarySort.java
License:Apache License
public static Job createJob(Configuration conf, String inputPath, String outputPath) throws IOException { Job job = new Job(conf, "pair wise count"); job.setJarByClass(PageRankSecondarySort.class); job.setMapperClass(TokenizerMapper.class); job.setReducerClass(IntSumReducer.class); job.setMapOutputKeyClass(LongWritable.class); job.setMapOutputValueClass(Text.class); job.setSortComparatorClass(LongWritable.DecreasingComparator.class); job.setMaxReduceAttempts(1); job.setNumReduceTasks(1);/* w w w . ja va2s.c o m*/ FileInputFormat.addInputPath(job, new Path(inputPath)); FileOutputFormat.setOutputPath(job, new Path(outputPath)); return job; }
From source file:com.linkedin.pinot.hadoop.job.SegmentCreationJob.java
License:Apache License
public void run() throws Exception { LOGGER.info("Starting {}", getClass().getSimpleName()); FileSystem fs = FileSystem.get(getConf()); Path inputPathPattern = new Path(_inputSegmentDir); if (fs.exists(new Path(_stagingDir))) { LOGGER.warn("Found the temp folder, deleting it"); fs.delete(new Path(_stagingDir), true); }//from ww w.jav a 2s.com fs.mkdirs(new Path(_stagingDir)); fs.mkdirs(new Path(_stagingDir + "/input/")); if (fs.exists(new Path(_outputDir))) { LOGGER.warn("Found the output folder, deleting it"); fs.delete(new Path(_outputDir), true); } fs.mkdirs(new Path(_outputDir)); List<FileStatus> inputDataFiles = new ArrayList<FileStatus>(); FileStatus[] fileStatusArr = fs.globStatus(inputPathPattern); for (FileStatus fileStatus : fileStatusArr) { inputDataFiles.addAll(getDataFilesFromPath(fs, fileStatus.getPath())); } for (int seqId = 0; seqId < inputDataFiles.size(); ++seqId) { FileStatus file = inputDataFiles.get(seqId); String completeFilePath = " " + file.getPath().toString() + " " + seqId; Path newOutPutFile = new Path((_stagingDir + "/input/" + file.getPath().toString().replace('.', '_').replace('/', '_').replace(':', '_') + ".txt")); FSDataOutputStream stream = fs.create(newOutPutFile); stream.writeUTF(completeFilePath); stream.flush(); stream.close(); } Job job = Job.getInstance(getConf()); job.setJarByClass(SegmentCreationJob.class); job.setJobName(_jobName); job.setMapperClass(HadoopSegmentCreationMapper.class); if (System.getenv("HADOOP_TOKEN_FILE_LOCATION") != null) { job.getConfiguration().set("mapreduce.job.credentials.binary", System.getenv("HADOOP_TOKEN_FILE_LOCATION")); } job.setInputFormatClass(TextInputFormat.class); job.setOutputFormatClass(TextOutputFormat.class); job.setMapOutputKeyClass(LongWritable.class); job.setMapOutputValueClass(Text.class); FileInputFormat.addInputPath(job, new Path(_stagingDir + "/input/")); FileOutputFormat.setOutputPath(job, new Path(_stagingDir + "/output/")); job.getConfiguration().setInt(JobContext.NUM_MAPS, inputDataFiles.size()); job.getConfiguration().set("data.schema", new ObjectMapper().writeValueAsString(_dataSchema)); job.setMaxReduceAttempts(1); job.setMaxMapAttempts(0); job.setNumReduceTasks(0); for (Object key : _properties.keySet()) { job.getConfiguration().set(key.toString(), _properties.getProperty(key.toString())); } if (_depsJarPath != null && _depsJarPath.length() > 0) { addDepsJarToDistributedCache(new Path(_depsJarPath), job); } // Submit the job for execution. job.waitForCompletion(true); if (!job.isSuccessful()) { throw new RuntimeException("Job failed : " + job); } LOGGER.info("Moving Segment Tar files from {} to: {}", _stagingDir + "/output/segmentTar", _outputDir); FileStatus[] segmentArr = fs.listStatus(new Path(_stagingDir + "/output/segmentTar")); for (FileStatus segment : segmentArr) { fs.rename(segment.getPath(), new Path(_outputDir, segment.getPath().getName())); } // Delete temporary directory. LOGGER.info("Cleanup the working directory."); LOGGER.info("Deleting the dir: {}", _stagingDir); fs.delete(new Path(_stagingDir), true); }
From source file:com.linkedin.thirdeye.bootstrap.segment.create.SegmentCreationPhaseJob.java
License:Apache License
public Job run() throws Exception { Job job = Job.getInstance(getConf()); job.setJarByClass(SegmentCreationPhaseJob.class); job.setJobName(name);// ww w. j av a2 s .co m FileSystem fs = FileSystem.get(getConf()); Configuration configuration = job.getConfiguration(); String schemaPath = getAndSetConfiguration(configuration, SEGMENT_CREATION_SCHEMA_PATH); LOGGER.info("Schema path : {}", schemaPath); String configPath = getAndSetConfiguration(configuration, SEGMENT_CREATION_CONFIG_PATH); LOGGER.info("Config path : {}", configPath); Schema dataSchema = createSchema(configPath); LOGGER.info("Data schema : {}", dataSchema); String inputSegmentDir = getAndSetConfiguration(configuration, SEGMENT_CREATION_INPUT_PATH); LOGGER.info("Input path : {}", inputSegmentDir); String outputDir = getAndSetConfiguration(configuration, SEGMENT_CREATION_OUTPUT_PATH); LOGGER.info("Output path : {}", outputDir); String stagingDir = new File(outputDir, TEMP).getAbsolutePath(); LOGGER.info("Staging dir : {}", stagingDir); String tableName = getAndSetConfiguration(configuration, SEGMENT_CREATION_SEGMENT_TABLE_NAME); LOGGER.info("Segment table name : {}", tableName); // Create temporary directory if (fs.exists(new Path(stagingDir))) { LOGGER.warn("Found the temp folder, deleting it"); fs.delete(new Path(stagingDir), true); } fs.mkdirs(new Path(stagingDir)); fs.mkdirs(new Path(stagingDir + "/input/")); if (fs.exists(new Path(outputDir))) { LOGGER.warn("Found the output folder deleting it"); fs.delete(new Path(outputDir), true); } fs.mkdirs(new Path(outputDir)); Path inputPathPattern = new Path(inputSegmentDir); List<FileStatus> inputDataFiles = Arrays.asList(fs.listStatus(inputPathPattern)); LOGGER.info("size {}", inputDataFiles.size()); try { for (int seqId = 0; seqId < inputDataFiles.size(); ++seqId) { FileStatus file = inputDataFiles.get(seqId); String completeFilePath = " " + file.getPath().toString() + " " + seqId; Path newOutPutFile = new Path((stagingDir + "/input/" + file.getPath().toString().replace('.', '_').replace('/', '_').replace(':', '_') + ".txt")); FSDataOutputStream stream = fs.create(newOutPutFile); LOGGER.info("wrote {}", completeFilePath); stream.writeUTF(completeFilePath); stream.flush(); stream.close(); } } catch (Exception e) { LOGGER.error("Exception while reading input files ", e); } job.setMapperClass(SegmentCreationPhaseMapReduceJob.SegmentCreationMapper.class); if (System.getenv("HADOOP_TOKEN_FILE_LOCATION") != null) { job.getConfiguration().set("mapreduce.job.credentials.binary", System.getenv("HADOOP_TOKEN_FILE_LOCATION")); } job.setInputFormatClass(TextInputFormat.class); job.setOutputFormatClass(TextOutputFormat.class); job.setMapOutputKeyClass(LongWritable.class); job.setMapOutputValueClass(Text.class); FileInputFormat.addInputPath(job, new Path(stagingDir + "/input/")); FileOutputFormat.setOutputPath(job, new Path(stagingDir + "/output/")); job.getConfiguration().setInt(JobContext.NUM_MAPS, inputDataFiles.size()); job.getConfiguration().set("data.schema", OBJECT_MAPPER.writeValueAsString(dataSchema)); if (!fs.exists(new Path(schemaPath))) { OBJECT_MAPPER.writerWithDefaultPrettyPrinter().writeValue(fs.create(new Path(schemaPath), false), dataSchema); } job.setMaxReduceAttempts(1); job.setMaxMapAttempts(0); job.setNumReduceTasks(0); for (Object key : props.keySet()) { job.getConfiguration().set(key.toString(), props.getProperty(key.toString())); } job.waitForCompletion(true); if (!job.isSuccessful()) { throw new RuntimeException("Job failed : " + job); } LOGGER.info("Moving Segment Tar files from {} to: {}", stagingDir + "/output/segmentTar", outputDir); FileStatus[] segmentArr = fs.listStatus(new Path(stagingDir + "/output/segmentTar")); for (FileStatus segment : segmentArr) { fs.rename(segment.getPath(), new Path(outputDir, segment.getPath().getName())); } // Delete temporary directory. LOGGER.info("Cleanup the working directory."); LOGGER.info("Deleting the dir: {}", stagingDir); fs.delete(new Path(stagingDir), true); return job; }
From source file:com.linkedin.thirdeye.hadoop.backfill.BackfillPhaseJob.java
License:Apache License
public Job run() throws Exception { Job job = Job.getInstance(getConf()); job.setJarByClass(BackfillPhaseJob.class); job.setJobName(name);/* w w w . java 2 s. c om*/ FileSystem fs = FileSystem.get(getConf()); Configuration configuration = job.getConfiguration(); LOGGER.info("*******************************************************************************"); String controllerHost = getAndSetConfiguration(configuration, BACKFILL_PHASE_CONTROLLER_HOST); String controllerPort = getAndSetConfiguration(configuration, BACKFILL_PHASE_CONTROLLER_PORT); LOGGER.info("Controller Host : {} Controller Port : {}", controllerHost, controllerPort); String segmentStartTime = getAndSetConfiguration(configuration, BACKFILL_PHASE_START_TIME); String segmentEndTime = getAndSetConfiguration(configuration, BACKFILL_PHASE_END_TIME); long startTime = Long.valueOf(segmentStartTime); long endTime = Long.valueOf(segmentEndTime); if (Long.valueOf(segmentStartTime) > Long.valueOf(segmentEndTime)) { throw new IllegalStateException("Start time cannot be greater than end time"); } String tableName = getAndSetConfiguration(configuration, BACKFILL_PHASE_TABLE_NAME); LOGGER.info("Start time : {} End time : {} Table name : {}", segmentStartTime, segmentEndTime, tableName); String outputPath = getAndSetConfiguration(configuration, BACKFILL_PHASE_OUTPUT_PATH); LOGGER.info("Output path : {}", outputPath); Path backfillDir = new Path(outputPath); if (fs.exists(backfillDir)) { LOGGER.warn("Found the output folder deleting it"); fs.delete(backfillDir, true); } Path downloadDir = new Path(backfillDir, DOWNLOAD); LOGGER.info("Creating download dir : {}", downloadDir); fs.mkdirs(downloadDir); Path inputDir = new Path(backfillDir, INPUT); LOGGER.info("Creating input dir : {}", inputDir); fs.mkdirs(inputDir); Path outputDir = new Path(backfillDir, OUTPUT); LOGGER.info("Creating output dir : {}", outputDir); BackfillControllerAPIs backfillControllerAPIs = new BackfillControllerAPIs(controllerHost, Integer.valueOf(controllerPort), tableName); LOGGER.info("Downloading segments in range {} to {}", startTime, endTime); List<String> allSegments = backfillControllerAPIs.getAllSegments(tableName); List<String> segmentsToDownload = backfillControllerAPIs.findSegmentsInRange(tableName, allSegments, startTime, endTime); for (String segmentName : segmentsToDownload) { backfillControllerAPIs.downloadSegment(segmentName, downloadDir); } LOGGER.info("Reading downloaded segment input files"); List<FileStatus> inputDataFiles = new ArrayList<>(); inputDataFiles.addAll(Lists.newArrayList(fs.listStatus(downloadDir))); LOGGER.info("size {}", inputDataFiles.size()); try { LOGGER.info("Creating input files at {} for segment input files", inputDir); for (int seqId = 0; seqId < inputDataFiles.size(); ++seqId) { FileStatus file = inputDataFiles.get(seqId); String completeFilePath = " " + file.getPath().toString() + " " + seqId; Path newOutPutFile = new Path((inputDir + "/" + file.getPath().toString().replace('.', '_').replace('/', '_').replace(':', '_') + ".txt")); FSDataOutputStream stream = fs.create(newOutPutFile); LOGGER.info("wrote {}", completeFilePath); stream.writeUTF(completeFilePath); stream.flush(); stream.close(); } } catch (Exception e) { LOGGER.error("Exception while reading input files ", e); } job.setMapperClass(BackfillPhaseMapJob.BackfillMapper.class); if (System.getenv("HADOOP_TOKEN_FILE_LOCATION") != null) { job.getConfiguration().set("mapreduce.job.credentials.binary", System.getenv("HADOOP_TOKEN_FILE_LOCATION")); } job.setInputFormatClass(TextInputFormat.class); job.setOutputFormatClass(TextOutputFormat.class); job.setMapOutputKeyClass(LongWritable.class); job.setMapOutputValueClass(Text.class); FileInputFormat.addInputPath(job, inputDir); FileOutputFormat.setOutputPath(job, outputDir); job.getConfiguration().setInt(JobContext.NUM_MAPS, inputDataFiles.size()); job.setMaxReduceAttempts(1); job.setMaxMapAttempts(0); job.setNumReduceTasks(0); for (Object key : props.keySet()) { job.getConfiguration().set(key.toString(), props.getProperty(key.toString())); } job.waitForCompletion(true); if (!job.isSuccessful()) { throw new RuntimeException("Job failed : " + job); } LOGGER.info("Cleanup the working directory"); LOGGER.info("Deleting the dir: {}", downloadDir); fs.delete(downloadDir, true); LOGGER.info("Deleting the dir: {}", inputDir); fs.delete(inputDir, true); LOGGER.info("Deleting the dir: {}", outputDir); fs.delete(outputDir, true); return job; }
From source file:com.linkedin.thirdeye.hadoop.segment.creation.SegmentCreationPhaseJob.java
License:Apache License
public Job run() throws Exception { Job job = Job.getInstance(getConf()); job.setJarByClass(SegmentCreationPhaseJob.class); job.setJobName(name);/*from w ww. j a va 2 s. c om*/ FileSystem fs = FileSystem.get(getConf()); Configuration configuration = job.getConfiguration(); String inputSegmentDir = getAndSetConfiguration(configuration, SEGMENT_CREATION_INPUT_PATH); LOGGER.info("Input path : {}", inputSegmentDir); Schema avroSchema = ThirdeyeAvroUtils.getSchema(inputSegmentDir); LOGGER.info("Schema : {}", avroSchema); String metricTypesProperty = ThirdeyeAvroUtils.getMetricTypesProperty( props.getProperty(ThirdEyeConfigProperties.THIRDEYE_METRIC_NAMES.toString()), props.getProperty(ThirdEyeConfigProperties.THIRDEYE_METRIC_TYPES.toString()), avroSchema); props.setProperty(ThirdEyeConfigProperties.THIRDEYE_METRIC_TYPES.toString(), metricTypesProperty); ThirdEyeConfig thirdeyeConfig = ThirdEyeConfig.fromProperties(props); LOGGER.info("ThirdEyeConfig {}", thirdeyeConfig.encode()); String outputDir = getAndSetConfiguration(configuration, SEGMENT_CREATION_OUTPUT_PATH); LOGGER.info("Output path : {}", outputDir); Path stagingDir = new Path(outputDir, TEMP); LOGGER.info("Staging dir : {}", stagingDir); String segmentWallClockStart = getAndSetConfiguration(configuration, SEGMENT_CREATION_WALLCLOCK_START_TIME); LOGGER.info("Segment wallclock start time : {}", segmentWallClockStart); String segmentWallClockEnd = getAndSetConfiguration(configuration, SEGMENT_CREATION_WALLCLOCK_END_TIME); LOGGER.info("Segment wallclock end time : {}", segmentWallClockEnd); String schedule = getAndSetConfiguration(configuration, SEGMENT_CREATION_SCHEDULE); LOGGER.info("Segment schedule : {}", schedule); String isBackfill = props.getProperty(SEGMENT_CREATION_BACKFILL.toString(), DEFAULT_BACKFILL); configuration.set(SEGMENT_CREATION_BACKFILL.toString(), isBackfill); LOGGER.info("Is Backfill : {}", configuration.get(SEGMENT_CREATION_BACKFILL.toString())); // Create temporary directory if (fs.exists(stagingDir)) { LOGGER.warn("Found the temp folder, deleting it"); fs.delete(stagingDir, true); } fs.mkdirs(stagingDir); fs.mkdirs(new Path(stagingDir + "/input/")); // Create output directory if (fs.exists(new Path(outputDir))) { LOGGER.warn("Found the output folder deleting it"); fs.delete(new Path(outputDir), true); } fs.mkdirs(new Path(outputDir)); // Read input files List<FileStatus> inputDataFiles = new ArrayList<>(); for (String input : inputSegmentDir.split(",")) { Path inputPathPattern = new Path(input); inputDataFiles.addAll(Arrays.asList(fs.listStatus(inputPathPattern))); } LOGGER.info("size {}", inputDataFiles.size()); try { for (int seqId = 0; seqId < inputDataFiles.size(); ++seqId) { FileStatus file = inputDataFiles.get(seqId); String completeFilePath = " " + file.getPath().toString() + " " + seqId; Path newOutPutFile = new Path((stagingDir + "/input/" + file.getPath().toString().replace('.', '_').replace('/', '_').replace(':', '_') + ".txt")); FSDataOutputStream stream = fs.create(newOutPutFile); LOGGER.info("wrote {}", completeFilePath); stream.writeUTF(completeFilePath); stream.flush(); stream.close(); } } catch (Exception e) { LOGGER.error("Exception while reading input files ", e); } job.setMapperClass(SegmentCreationPhaseMapReduceJob.SegmentCreationMapper.class); if (System.getenv("HADOOP_TOKEN_FILE_LOCATION") != null) { job.getConfiguration().set("mapreduce.job.credentials.binary", System.getenv("HADOOP_TOKEN_FILE_LOCATION")); } job.setInputFormatClass(TextInputFormat.class); job.setOutputFormatClass(TextOutputFormat.class); job.setMapOutputKeyClass(LongWritable.class); job.setMapOutputValueClass(Text.class); FileInputFormat.addInputPath(job, new Path(stagingDir + "/input/")); FileOutputFormat.setOutputPath(job, new Path(stagingDir + "/output/")); job.getConfiguration().setInt(JobContext.NUM_MAPS, inputDataFiles.size()); job.getConfiguration().set(SEGMENT_CREATION_THIRDEYE_CONFIG.toString(), OBJECT_MAPPER.writeValueAsString(thirdeyeConfig)); job.setMaxReduceAttempts(1); job.setMaxMapAttempts(0); job.setNumReduceTasks(0); for (Object key : props.keySet()) { job.getConfiguration().set(key.toString(), props.getProperty(key.toString())); } job.waitForCompletion(true); if (!job.isSuccessful()) { throw new RuntimeException("Job failed : " + job); } LOGGER.info("Moving Segment Tar files from {} to: {}", stagingDir + "/output/segmentTar", outputDir); FileStatus[] segmentArr = fs.listStatus(new Path(stagingDir + "/output/segmentTar")); for (FileStatus segment : segmentArr) { fs.rename(segment.getPath(), new Path(outputDir, segment.getPath().getName())); } // Delete temporary directory. LOGGER.info("Cleanup the working directory."); LOGGER.info("Deleting the dir: {}", stagingDir); fs.delete(stagingDir, true); return job; }