@Override public void contextualize(Configuration conf, AppContext context) { this.context = context; Map<JobId, Job> allJobs = context.getAllJobs(); for (Map.Entry<JobId, Job> entry : allJobs.entrySet()) { final Job job = entry.getValue(); mapperStatistics.put(job, new DataStatistics()); reducerStatistics.put(job, new DataStatistics()); slowTaskRelativeTresholds.put (job, conf.getFloat(MRJobConfig.SPECULATIVE_SLOWTASK_THRESHOLD,1.0f)); } }
@Override public void contextualize(Configuration conf, AppContext context) { this.context = context; Map<JobId, Job> allJobs = context.getAllJobs(); for (Map.Entry<JobId, Job> entry : allJobs.entrySet()) { final Job job = entry.getValue(); mapperStatistics.put(job, new DataStatistics()); reducerStatistics.put(job, new DataStatistics()); slowTaskRelativeTresholds.put (job, conf.getFloat(MRJobConfig.SPECULATIVE_SLOWTASK_THRESHOLD,1.0f)); } }
@Override public void contextualize(Configuration conf, AppContext context) { this.context = context; Map<JobId, Job> allJobs = context.getAllJobs(); for (Map.Entry<JobId, Job> entry : allJobs.entrySet()) { final Job job = entry.getValue(); mapperStatistics.put(job, new DataStatistics()); reducerStatistics.put(job, new DataStatistics()); slowTaskRelativeTresholds.put (job, conf.getFloat(MRJobConfig.SPECULATIVE_SLOWTASK_THRESHOLD,1.0f)); } }
@Test public void testSingleEntryDataStatistics() throws Exception { DataStatistics statistics = new DataStatistics(17.29); Assert.assertEquals(1, statistics.count(), TOL); Assert.assertEquals(17.29, statistics.mean(), TOL); Assert.assertEquals(0, statistics.var(), TOL); Assert.assertEquals(0, statistics.std(), TOL); Assert.assertEquals(17.29, statistics.outlier(1.0f), TOL); }
@Test public void testEmptyDataStatistics() throws Exception { DataStatistics statistics = new DataStatistics(); Assert.assertEquals(0, statistics.count(), TOL); Assert.assertEquals(0, statistics.mean(), TOL); Assert.assertEquals(0, statistics.var(), TOL); Assert.assertEquals(0, statistics.std(), TOL); Assert.assertEquals(0, statistics.outlier(1.0f), TOL); }
@Test public void testMutiEntryDataStatistics() throws Exception { DataStatistics statistics = new DataStatistics(); statistics.add(17); statistics.add(29); Assert.assertEquals(2, statistics.count(), TOL); Assert.assertEquals(23.0, statistics.mean(), TOL); Assert.assertEquals(36.0, statistics.var(), TOL); Assert.assertEquals(6.0, statistics.std(), TOL); Assert.assertEquals(29.0, statistics.outlier(1.0f), TOL); }
@Test public void testUpdateStatistics() throws Exception { DataStatistics statistics = new DataStatistics(17); statistics.add(29); Assert.assertEquals(2, statistics.count(), TOL); Assert.assertEquals(23.0, statistics.mean(), TOL); Assert.assertEquals(36.0, statistics.var(), TOL); statistics.updateStatistics(17, 29); Assert.assertEquals(2, statistics.count(), TOL); Assert.assertEquals(29.0, statistics.mean(), TOL); Assert.assertEquals(0.0, statistics.var(), TOL); } }