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This is an automatically generated e-mail. To reply, visit:
https://reviews.apache.org/r/61510/
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Review request for Ambari, Dmytro Sen, Sumit Mohanty, and Sid Wagle.


Bugs: AMBARI-21686
    https://issues.apache.org/jira/browse/AMBARI-21686


Repository: ambari


Description
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The generator is designed to generate the following series types.

 Uniform distributed series with some outliers.
 Normally distributed series with some outliers.
 Gradually increasing / decreasing series. (Monotonic Series)
 Step Function Series
 Series with a low value period and high value period (Not periodic)
 Steady series with a small period of turbulence and then back to steady.


Diffs
-----

  ambari-metrics/ambari-metrics-alertservice/pom.xml 4afc80f 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/R/AmsRTest.java
 2bbc250 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/R/RFunctionInvoker.java
 2713b71 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/common/DataSet.java
 a709c73 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/common/MethodResult.java
 6bf58df 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/common/MetricAnomaly.java
 4dbb425 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/common/ResultSet.java
 9415c1b 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/common/SingleValuedTimelineMetric.java
 acd4452 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/common/StatisticUtils.java
 81bd77b 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/common/TimelineMetric.java
 88ad834 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/common/TimelineMetrics.java
 7df6a9c 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/methods/MetricAnomalyModel.java
 af33d26 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/methods/ema/EmaDS.java
 32cd96b 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/methods/ema/EmaModel.java
 13a0f55 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/methods/ema/EmaModelLoader.java
 0205844 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/methods/ema/EmaResult.java
 2d24a9c 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/methods/ema/TestEmaModel.java
 b851dab 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/AmbariServerInterface.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/MetricAnomalyDetectorTestInput.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/MetricAnomalyTester.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/MetricKafkaProducer.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/MetricSparkConsumer.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/MetricsCollectorInterface.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/PointInTimeADSystem.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/RFunctionInvoker.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/TestSeriesInputRequest.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/TrendADSystem.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/TrendMetric.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/common/DataSeries.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/common/ResultSet.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/common/StatisticUtils.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/methods/AnomalyDetectionTechnique.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/methods/MetricAnomaly.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/methods/ema/EmaModel.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/methods/ema/EmaModelLoader.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/methods/ema/EmaTechnique.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/methods/hsdev/HsdevTechnique.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/methods/kstest/KSTechnique.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/seriesgenerator/AbstractMetricSeries.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/seriesgenerator/DualBandMetricSeries.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/seriesgenerator/MetricSeriesGeneratorFactory.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/seriesgenerator/MonotonicMetricSeries.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/seriesgenerator/NormalMetricSeries.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/seriesgenerator/SteadyWithTurbulenceMetricSeries.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/seriesgenerator/StepFunctionMetricSeries.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/seriesgenerator/UniformMetricSeries.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/spark/AmsKafkaProducer.java
 daaee5c 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/spark/AnomalyMetricPublisher.java
 d65790e 
  
ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/spark/MetricAnomalyDetector.java
 3989c67 
  
ambari-metrics/ambari-metrics-alertservice/src/main/resources/R-scripts/hsdev.r 
b25e79d 
  
ambari-metrics/ambari-metrics-alertservice/src/main/resources/R-scripts/kstest.r
 b4dfdcb 
  
ambari-metrics/ambari-metrics-alertservice/src/main/resources/R-scripts/tukeys.r
 7fffbdd 
  
ambari-metrics/ambari-metrics-alertservice/src/main/resources/R-scripts/util.R 
3827006 
  
ambari-metrics/ambari-metrics-alertservice/src/test/java/org/apache/ambari/metrics/alertservice/prototype/TestEmaTechnique.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/test/java/org/apache/ambari/metrics/alertservice/prototype/TestRFunctionInvoker.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/test/java/org/apache/ambari/metrics/alertservice/prototype/TestTukeys.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-alertservice/src/test/java/org/apache/ambari/metrics/alertservice/seriesgenerator/MetricSeriesGeneratorTest.java
 PRE-CREATION 
  
ambari-metrics/ambari-metrics-common/src/main/java/org/apache/hadoop/metrics2/sink/timeline/TimelineMetric.java
 1f03fe9 
  
ambari-metrics/ambari-metrics-common/src/main/java/org/apache/hadoop/metrics2/sink/timeline/TimelineMetrics.java
 0c5965c 
  
ambari-metrics/ambari-metrics-spark/src/main/scala/org/apache/ambari/metrics/spark/MetricAnomalyDetector.scala
 bff094b 
  
ambari-metrics/ambari-metrics-spark/src/main/scala/org/apache/ambari/metrics/spark/SparkPhoenixReader.scala
 3c8e1ed 
  ambari-metrics/ambari-metrics-timelineservice/pom.xml 501c06d 
  
ambari-metrics/ambari-metrics-timelineservice/src/main/java/org/apache/hadoop/yarn/server/applicationhistoryservice/metrics/timeline/HBaseTimelineMetricsService.java
 98904fd 


Diff: https://reviews.apache.org/r/61510/diff/1/


Testing
-------

mvn clean test.
Manually tested.


Thanks,

Aravindan Vijayan

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