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https://issues.apache.org/jira/browse/AMBARI-21106?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16421778#comment-16421778
]
Hudson commented on AMBARI-21106:
---------------------------------
FAILURE: Integrated in Jenkins build Ambari-trunk-Commit #8958 (See
[https://builds.apache.org/job/Ambari-trunk-Commit/8958/])
AMBARI-21106 : Ambari Metrics Anomaly detection prototype.(avijayan) (avijayan:
[https://gitbox.apache.org/repos/asf?p=ambari.git&a=commit&h=e10b5da6638fbccab6a1330047babfb234913679])
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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/methods/MetricAnomalyModel.java
* (edit) ambari-metrics/ambari-metrics-timelineservice/pom.xml
* (edit) ambari-metrics/pom.xml
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/common/ResultSet.java
* (add) ambari-metrics/ambari-metrics-alertservice/pom.xml
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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/common/StatisticUtils.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-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/TimelineMetric.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/common/TimelineMetrics.java
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ambari-metrics/ambari-metrics-timelineservice/src/main/java/org/apache/hadoop/yarn/server/applicationhistoryservice/metrics/timeline/HBaseTimelineMetricStore.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-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/methods/ema/TestEmaModel.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/R/AmsRTest.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/common/MetricAnomaly.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-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/methods/ema/EmaModelLoader.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/methods/ema/EmaDS.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/java/org/apache/ambari/metrics/alertservice/methods/ema/EmaModel.java
AMBARI-21106 : Ambari Metrics Anomaly detection prototype (Commit 2).
(avijayan:
[https://gitbox.apache.org/repos/asf?p=ambari.git&a=commit&h=485cdf4f632cdcc4bb3f5fc53f525c6686d33b14])
* (edit) ambari-metrics/ambari-metrics-alertservice/pom.xml
* (edit) ambari-metrics/ambari-metrics-spark/pom.xml
AMBARI-21106 : Ambari Metrics Anomaly detection prototype (Commit 3).
(avijayan:
[https://gitbox.apache.org/repos/asf?p=ambari.git&a=commit&h=b1ec22e38d60ffdda5cb7a65f9779da9de8b8a3c])
* (add)
ambari-metrics/ambari-metrics-alertservice/src/main/resources/R-scripts/tukeys.r
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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/resources/R-scripts/hsdev.r
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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/resources/R-scripts/iforest.R
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ambari-metrics/ambari-metrics-alertservice/src/main/resources/R-scripts/test.R
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ambari-metrics/ambari-metrics-alertservice/src/main/resources/R-scripts/ema.R
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/R/RFunctionInvoker.java
AMBARI-21106 : ML-Prototype: Detect timeseries anomaly for a metric. (avijayan:
[https://gitbox.apache.org/repos/asf?p=ambari.git&a=commit&h=2fdf774dd655ef950e52dcc871b080fc00e65555])
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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/main/java/org/apache/ambari/metrics/alertservice/prototype/PointInTimeADSystem.java
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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/test/java/org/apache/ambari/metrics/alertservice/prototype/TestTukeys.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-timelineservice/src/main/java/org/apache/hadoop/yarn/server/applicationhistoryservice/metrics/TestMetricSeriesGenerator.java
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ambari-server/src/main/resources/common-services/AMBARI_METRICS/0.1.0/alerts.json
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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/MetricSparkConsumer.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-server/src/main/resources/common-services/HDFS/2.1.0.2.0/package/alerts/alert_metrics_deviation.py
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/methods/ema/EmaTechnique.java
* (add) ambari-metrics/ambari-metrics-grafana/src/main/scripted.js
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ambari-metrics/ambari-metrics-timelineservice/src/main/java/org/apache/hadoop/yarn/server/applicationhistoryservice/metrics/timeline/query/PhoenixTransactSQL.java
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ambari-metrics/ambari-metrics-timelineservice/src/main/java/org/apache/hadoop/yarn/server/applicationhistoryservice/webapp/TimelineWebServices.java
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ambari-metrics/ambari-metrics-timelineservice/src/main/java/org/apache/hadoop/yarn/server/applicationhistoryservice/metrics/timeline/TimelineMetricConfiguration.java
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ambari-server/src/main/resources/common-services/AMBARI_METRICS/0.1.0/package/alerts/alert_point_in_time_metric_anomalies.py
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ambari-metrics/ambari-metrics-alertservice/src/main/resources/input-config.properties
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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/prototype/TrendADSystem.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-timelineservice/src/test/java/org/apache/hadoop/yarn/server/applicationhistoryservice/metrics/timeline/TestTimelineMetricStore.java
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ambari-server/src/main/resources/common-services/AMBARI_METRICS/0.1.0/package/alerts/alert_trend_metric_anomalies.py
* (edit)
ambari-metrics/ambari-metrics-timelineservice/src/main/java/org/apache/hadoop/yarn/server/applicationhistoryservice/metrics/timeline/TimelineMetricStore.java
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ambari-metrics/ambari-metrics-alertservice/src/main/java/org/apache/ambari/metrics/alertservice/prototype/methods/hsdev/HsdevTechnique.java
* (edit)
ambari-metrics/ambari-metrics-timelineservice/src/main/java/org/apache/hadoop/yarn/server/applicationhistoryservice/metrics/timeline/PhoenixHBaseAccessor.java
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ambari-metrics/ambari-metrics-timelineservice/src/main/java/org/apache/hadoop/yarn/server/applicationhistoryservice/webapp/MetricAnomalyDetectorTestService.java
> Ambari Metrics Anomaly detection prototype.
> -------------------------------------------
>
> Key: AMBARI-21106
> URL: https://issues.apache.org/jira/browse/AMBARI-21106
> Project: Ambari
> Issue Type: Task
> Components: ambari-metrics
> Affects Versions: 3.0.0
> Reporter: Aravindan Vijayan
> Assignee: Aravindan Vijayan
> Priority: Major
> Fix For: branch-3.0-ams
>
> Attachments: AMBARI-21106.patch
>
>
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