xiaohui-sun commented on a change in pull request #4166: [TE] add threshold for
dimension explore
URL: https://github.com/apache/incubator-pinot/pull/4166#discussion_r278760096
##########
File path:
thirdeye/thirdeye-pinot/src/main/java/org/apache/pinot/thirdeye/detection/algorithm/DimensionWrapper.java
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@@ -197,12 +206,29 @@ public DetectionPipelineResult run() throws Exception {
nestedMetrics = nestedMetrics.stream().filter(metricEntity ->
checkMinLiveZone(metricEntity)).collect(Collectors.toList());
}
+ return nestedMetrics;
+ }
+
+ @Override
+ public DetectionPipelineResult run() throws Exception {
+ List<MetricEntity> nestedMetrics = dimensionExplore();
+ if (nestedMetrics.isEmpty()) {
+ return new
DetectionPipelineResult(Collections.<MergedAnomalyResultDTO>emptyList(), -1);
+ }
+ if (nestedMetrics.size() > MAX_DIMENSION_COMBINATIONS) {
+ throw new DetectionPipelineException(String.format(
Review comment:
If we want to cap it should be configured in Yaml.
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