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https://issues.apache.org/jira/browse/AMBARI-21686?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16421784#comment-16421784
]
Hudson commented on AMBARI-21686:
---------------------------------
FAILURE: Integrated in Jenkins build Ambari-trunk-Commit #8958 (See
[https://builds.apache.org/job/Ambari-trunk-Commit/8958/])
AMBARI-21686 : Implement a test driver that provides a set of metric (avijayan:
[https://gitbox.apache.org/repos/asf?p=ambari.git&a=commit&h=e466cc4fd06a30c9fd62eb99923576664233f06e])
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/seriesgenerator/SteadyWithTurbulenceMetricSeries.java
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ambari-metrics/ambari-metrics-alertservice/src/test/java/org/apache/ambari/metrics/alertservice/prototype/TestTukeys.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/methods/MetricAnomaly.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/common/DataSet.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/methods/ema/EmaTechnique.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/methods/ema/EmaModel.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/TrendADSystem.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/common/ResultSet.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/methods/kstest/KSTechnique.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/MetricsCollectorInterface.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/common/ResultSet.java
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ambari-metrics/ambari-metrics-alertservice/src/main/resources/R-scripts/util.R
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/TrendMetric.java
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ambari-metrics/ambari-metrics-alertservice/src/test/java/org/apache/ambari/metrics/alertservice/seriesgenerator/MetricSeriesGeneratorTest.java
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ambari-metrics/ambari-metrics-alertservice/src/main/resources/R-scripts/hsdev.r
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/common/StatisticUtils.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/methods/ema/EmaResult.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/common/TimelineMetrics.java
* (edit) ambari-metrics/ambari-metrics-timelineservice/pom.xml
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ambari-metrics/ambari-metrics-common/src/main/java/org/apache/hadoop/metrics2/sink/timeline/TimelineMetric.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/seriesgenerator/AbstractMetricSeries.java
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ambari-metrics/ambari-metrics-timelineservice/src/main/java/org/apache/hadoop/yarn/server/applicationhistoryservice/metrics/timeline/HBaseTimelineMetricsService.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/common/MetricAnomaly.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/RFunctionInvoker.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/spark/MetricAnomalyDetector.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/PointInTimeADSystem.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/methods/ema/EmaModelLoader.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/spark/AnomalyMetricPublisher.java
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ambari-metrics/ambari-metrics-common/src/main/java/org/apache/hadoop/metrics2/sink/timeline/TimelineMetrics.java
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ambari-server/src/test/java/org/apache/ambari/server/controller/metrics/timeline/MetricsPaddingMethodTest.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/methods/ema/TestEmaModel.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/MetricKafkaProducer.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/seriesgenerator/MetricSeriesGeneratorFactory.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/common/SingleValuedTimelineMetric.java
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ambari-metrics/ambari-metrics-spark/src/main/scala/org/apache/ambari/metrics/spark/MetricAnomalyDetector.scala
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/methods/hsdev/HsdevTechnique.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/R/RFunctionInvoker.java
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ambari-metrics/ambari-metrics-alertservice/src/main/resources/R-scripts/tukeys.r
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ambari-metrics/ambari-metrics-alertservice/src/test/java/org/apache/ambari/metrics/alertservice/prototype/TestEmaTechnique.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/AmbariServerInterface.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/methods/AnomalyDetectionTechnique.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/seriesgenerator/DualBandMetricSeries.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/seriesgenerator/UniformMetricSeries.java
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ambari-metrics/ambari-metrics-alertservice/src/main/resources/R-scripts/kstest.r
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/methods/ema/EmaDS.java
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ambari-metrics/ambari-metrics-spark/src/main/scala/org/apache/ambari/metrics/spark/SparkPhoenixReader.scala
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/common/DataSeries.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/seriesgenerator/MonotonicMetricSeries.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/spark/AmsKafkaProducer.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/methods/ema/EmaModel.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/common/MethodResult.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/R/AmsRTest.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/MetricSparkConsumer.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/TestSeriesInputRequest.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/seriesgenerator/StepFunctionMetricSeries.java
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ambari-metrics/ambari-metrics-alertservice/src/test/java/org/apache/ambari/metrics/alertservice/prototype/TestRFunctionInvoker.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/seriesgenerator/NormalMetricSeries.java
* (edit) ambari-metrics/ambari-metrics-alertservice/pom.xml
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/methods/MetricAnomalyModel.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/common/TimelineMetric.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/MetricAnomalyDetectorTestInput.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/common/StatisticUtils.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/MetricAnomalyTester.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/methods/ema/EmaModelLoader.java
> Implement a test driver that provides a set of metric series with different
> kinds of metric behavior.
> -----------------------------------------------------------------------------------------------------
>
> Key: AMBARI-21686
> URL: https://issues.apache.org/jira/browse/AMBARI-21686
> Project: Ambari
> Issue Type: Bug
> Components: ambari-metrics
> Affects Versions: 3.0.0
> Reporter: Aravindan Vijayan
> Assignee: Aravindan Vijayan
> Priority: Major
> Fix For: 3.0.0
>
> Attachments: AMBARI-21686.patch, Dual band Series.png, Monotonic
> Series.png, Normal Series with outliers.png, Steady Series with a turbulent
> period.png, Step Series.png, Uniform Series with outliers.png
>
>
> * 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.
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