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 discard c95c341  address comments
 discard 5511721  refactor
 discard f614acb  severity alerter & unit tests
 discard 8bc3d48  add anomaly notification table
     add be27d52  [TE][bug] Treat ThirdEye alert creation as a transaction 
(#5958)
     add 5139a6a  Add port to swagger ui (#5959)
     add d902c1a  Removing node_modules from source tarball (#5963)
     add 7f12105  [Deepstore by-pass]Add a Deepstore bypass integration test 
with minor bug fixes. (#5857)
     add f3ed95c  Add compatibility verifier scripts (#4854) (#5911)
     add 4c20bb5  [TE] Added helm deployment for ThirdEye (#5961)
     add 8a31bf7  Add Hadoop counters for detecting schema mismatch (#5873)
     add 2dbc94c  [TE] only merge same trend in ChildKeepingMerge (#5920)
     add c8db558  [TE] Protect against Infinity and NaN values in RCA time 
series response (#5943)
     add 1e17f6d  [TE] add lastTimestamp into the detection schema (#5964)
     add 8496317  Set localhost as the base url in 
ControllerAdminApiApplication (#5969)
     add 023003a  [TE] Cleanup helm chart. Removing ingress, traefik. +refactor 
install.sh (#5971)
     add a21ec8a  Add RawThetaSketchAggregationFunction (#5970)
     add 6640aff  Instance API to directly updateTags (#5902)
     add 107ec3f  [TE] Adding Holiday Events in helm chart (#5976)
     add 6d8ea75  Remove host from swagger setting (#5983)
     add 8900ebb  Improve test coverage for TransformFunctionType (#5979)
     add a122728  [TE] Added support for BigQuery as data source (#5868)
     add 024dfc2  Return datatypes along with column names (#5946)
     add cd35332  Use query timeout for planning phase (#5990)
     add 2d60312  Improve code coverage for pinot-common (#5986)
     add aa6d48f  [TE] add threshold-based anomaly labeler (#5972)
     add 815c52a  add anomaly notification table
     add 9caca06  severity alerter & unit tests
     add 09944df  refactor
     add 2c9a272  address comments
     add 13c7d66  rebase
     add 363004e  address comments

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Summary of changes:
 .codecov.yml                                       |  14 +-
 compatibility-verifier/compCheck.sh                | 177 +++++++
 kubernetes/helm/thirdeye/Chart.lock                |   6 +
 kubernetes/helm/thirdeye/Chart.yaml                |  24 +
 kubernetes/helm/thirdeye/README.md                 |  82 +++
 kubernetes/helm/thirdeye/initdb.sql                | 448 ++++++++++++++++
 kubernetes/helm/thirdeye/install.sh                |  12 +
 kubernetes/helm/thirdeye/templates/_helpers.tpl    | 117 +++++
 .../thirdeye/templates/backend/deployment.yaml     | 102 ++++
 .../templates/backend/service-headless.yaml        |  38 ++
 .../helm/thirdeye/templates/backend/service.yaml   |  38 ++
 .../helm/thirdeye/templates/common/configmap.yaml  | 258 ++++++++++
 .../thirdeye/templates/frontend/deployment.yaml    |  96 ++++
 .../templates/frontend/service-headless.yaml       |  38 ++
 .../helm/thirdeye/templates/frontend/service.yaml  |  38 ++
 kubernetes/helm/thirdeye/values.yaml               |  70 +++
 .../apache/pinot/client/PinotResultMetadata.java   |   4 +-
 .../org/apache/pinot/client/PinotResultSet.java    |   5 +-
 .../org/apache/pinot/client/utils/Constants.java   |  18 +-
 .../apache/pinot/client/PinotResultSetTest.java    |  53 +-
 .../src/test/resources/result_table.json           |  48 ++
 .../common/function/AggregationFunctionType.java   |  12 +-
 .../function/FunctionDefinitionRegistry.java       |   4 +-
 .../common/function/TransformFunctionType.java     |   2 +-
 .../common/utils/fetcher/HttpSegmentFetcher.java   |  15 +
 .../function/AggregationFunctionTypeTest.java      |   7 +
 .../function/FunctionDefinitionRegistryTest.java   |   8 +-
 .../common/function/TransformFunctionTypeTest.java |  15 +
 .../api/ControllerAdminApiApplication.java         |   6 +-
 .../resources/PinotInstanceRestletResource.java    |  23 +
 .../helix/ControllerRequestURLBuilder.java         |   7 +-
 .../helix/core/PinotHelixResourceManager.java      |  19 +
 .../api/PinotInstanceRestletResourceTest.java      |  13 +
 .../pinot/controller/helix/ControllerTest.java     |   8 +
 .../manager/realtime/PinotFSSegmentUploader.java   |   6 +-
 .../combine/AggregationOnlyCombineOperator.java    |   4 +-
 .../core/operator/combine/BaseCombineOperator.java |  10 +-
 .../operator/combine/GroupByCombineOperator.java   |  11 +-
 .../combine/GroupByOrderByCombineOperator.java     |  11 +-
 .../combine/SelectionOnlyCombineOperator.java      |   4 +-
 .../combine/SelectionOrderByCombineOperator.java   |   9 +-
 .../apache/pinot/core/plan/CombinePlanNode.java    |  25 +-
 .../core/plan/maker/InstancePlanMakerImplV2.java   |   4 +-
 .../apache/pinot/core/plan/maker/PlanMaker.java    |   2 +-
 .../core/query/aggregation/ThetaSketchParams.java  |  66 ---
 .../function/AggregationFunctionFactory.java       |   2 +
 ...istinctCountThetaSketchAggregationFunction.java |  60 +--
 .../RawThetaSketchAggregationFunction.java         | 563 +++++++++++++++++++++
 .../query/executor/ServerQueryExecutorV1Impl.java  |  10 +-
 .../BrokerRequestToQueryContextConverter.java      |   7 +-
 .../creator/SegmentIndexCreationDriver.java        |   3 +
 .../impl/SegmentIndexCreationDriverImpl.java       |  24 +-
 .../pinot/core/util/PeerServerSegmentFinder.java   |  27 +-
 .../realtime/PinotFSSegmentUploaderTest.java       |   4 +-
 .../combine/SelectionCombineOperatorTest.java      |   6 +-
 .../pinot/core/plan/CombinePlanNodeTest.java       |  16 +-
 .../SegmentGenerationWithNullValueVectorTest.java  |   4 +
 .../org/apache/pinot/queries/BaseQueriesTest.java  |   4 +-
 .../queries/DistinctCountThetaSketchTest.java      | 226 ++++-----
 .../apache/pinot/queries/DistinctQueriesTest.java  |   8 +-
 .../pinot/query/executor/QueryExecutorTest.java    |   6 +
 pinot-distribution/pinot-source-assembly.xml       |   3 +
 ...rDownloadLLCRealtimeClusterIntegrationTest.java | 379 ++++++++++++++
 .../pinot/hadoop/job/InternalConfigConstants.java  |   2 +
 .../hadoop/job/mappers/SegmentCreationMapper.java  |  67 +++
 .../hadoop/data/IngestionSchemaValidatorTest.java  | 111 ++++
 .../src/test/resources/data/test_sample_data.avro  | Bin
 .../v0_deprecated/pinot-ingestion-common/pom.xml   |  61 +++
 .../pinot/ingestion/jobs/SegmentCreationJob.java   |   7 +
 .../avro/AvroIngestionSchemaValidator.java         | 148 ++++++
 .../pinot/plugin/inputformat/avro/AvroUtils.java   |   1 -
 .../pinot/spi/data/IngestionSchemaValidator.java   |  22 +-
 .../pinot/spi/data/SchemaValidatorFactory.java     |  60 +++
 .../pinot/spi/data/SchemaValidatorResult.java      |  45 +-
 thirdeye/docs/bigquery.rst                         |  95 ++++
 thirdeye/docs/datasources.rst                      |   1 +
 thirdeye/install.sh                                |  34 +-
 thirdeye/pom.xml                                   |  50 +-
 .../pods/components/rootcause-chart/component.js   |   4 +-
 .../services/rootcause-timeseries-cache/service.js |   5 +-
 thirdeye/thirdeye-pinot/config/dashboard.yml       |   1 -
 thirdeye/thirdeye-pinot/config/detector.yml        |   1 -
 thirdeye/thirdeye-pinot/pom.xml                    |  28 +
 .../{constant => anomaly}/AnomalySeverity.java     |  23 +-
 .../resources/v2/RootCauseTemplateResource.java    |   5 +-
 ...nomalySubscriptionGroupNotificationManager.java |   3 +
 .../datalayer/dto/MergedAnomalyResultDTO.java      |  19 +-
 .../datalayer/pojo/MergedAnomalyResultBean.java    |  17 +-
 .../datasource/sql/SqlResponseCacheLoader.java     |  33 ++
 .../pinot/thirdeye/datasource/sql/SqlUtils.java    |  23 +
 .../thirdeye/detection/DetectionPipeline.java      |  22 +
 .../detection/DetectionPipelineTaskRunner.java     |   2 +-
 .../alert/filter/AnomalySeverityAlertFilter.java   |   4 +-
 .../detection/algorithm/DimensionWrapper.java      |  22 +-
 .../algorithm/LegacyAlertFilterWrapper.java        |  16 +-
 .../algorithm/LegacyDimensionWrapper.java          |  24 +-
 .../detection/algorithm/LegacyMergeWrapper.java    |  17 +-
 .../thirdeye/detection/algorithm/MergeWrapper.java |  15 +-
 .../detection/annotation/DetectionTag.java         |   3 +-
 .../components/ThresholdSeverityLabeler.java       |  88 ++++
 .../spec/SeverityThresholdLabelerSpec.java         |  49 +-
 .../spi/components/Labeler.java}                   |  15 +-
 .../detection/wrapper/AnomalyFilterWrapper.java    |  17 +-
 ...lterWrapper.java => AnomalyLabelerWrapper.java} |  79 +--
 .../wrapper/ChildKeepingMergeWrapper.java          |  13 +-
 .../thirdeye/detection/wrapper/GrouperWrapper.java |  15 +-
 .../thirdeye/detection/yaml/YamlResource.java      | 104 ++--
 .../detection/detection-config-schema.json         |   3 +
 .../thirdeye/detection/DetectionTestUtils.java     |  30 +-
 .../detection/alert/filter/AlertFilterUtils.java   |   5 +-
 .../filter/AnomalySeverityAlertFilterTest.java     |   6 +-
 .../components/ThresholdRuleAnomalyFilterTest.java |   2 -
 .../components/ThresholdSeverityLabelerTest.java   | 181 +++++++
 .../dataquality/DataQualityTaskRunnerTest.java     |   2 +
 .../wrapper/ChildKeepingMergeWrapperTest.java      |  48 ++
 .../thirdeye/detection/yaml/YamlResourceTest.java  |  95 +++-
 .../yaml/detection/detection-config-3.yaml         |  22 +
 .../yaml/subscription/subscription-config-6.yaml   |   4 +-
 ...on-config-6.yaml => subscription-config-7.yaml} |   2 +-
 119 files changed, 4388 insertions(+), 712 deletions(-)
 create mode 100755 compatibility-verifier/compCheck.sh
 create mode 100644 kubernetes/helm/thirdeye/Chart.lock
 create mode 100644 kubernetes/helm/thirdeye/Chart.yaml
 create mode 100644 kubernetes/helm/thirdeye/README.md
 create mode 100644 kubernetes/helm/thirdeye/initdb.sql
 create mode 100755 kubernetes/helm/thirdeye/install.sh
 create mode 100644 kubernetes/helm/thirdeye/templates/_helpers.tpl
 create mode 100644 kubernetes/helm/thirdeye/templates/backend/deployment.yaml
 create mode 100644 
kubernetes/helm/thirdeye/templates/backend/service-headless.yaml
 create mode 100644 kubernetes/helm/thirdeye/templates/backend/service.yaml
 create mode 100644 kubernetes/helm/thirdeye/templates/common/configmap.yaml
 create mode 100644 kubernetes/helm/thirdeye/templates/frontend/deployment.yaml
 create mode 100644 
kubernetes/helm/thirdeye/templates/frontend/service-headless.yaml
 create mode 100644 kubernetes/helm/thirdeye/templates/frontend/service.yaml
 create mode 100644 kubernetes/helm/thirdeye/values.yaml
 create mode 100644 
pinot-clients/pinot-jdbc-client/src/test/resources/result_table.json
 delete mode 100644 
pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/ThetaSketchParams.java
 create mode 100644 
pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/function/RawThetaSketchAggregationFunction.java
 create mode 100644 
pinot-integration-tests/src/test/java/org/apache/pinot/integration/tests/PeerDownloadLLCRealtimeClusterIntegrationTest.java
 create mode 100644 
pinot-plugins/pinot-batch-ingestion/v0_deprecated/pinot-hadoop/src/test/java/org/apache/pinot/hadoop/data/IngestionSchemaValidatorTest.java
 copy {pinot-core => 
pinot-plugins/pinot-batch-ingestion/v0_deprecated/pinot-hadoop}/src/test/resources/data/test_sample_data.avro
 (100%)
 create mode 100644 
pinot-plugins/pinot-input-format/pinot-avro-base/src/main/java/org/apache/pinot/plugin/inputformat/avro/AvroIngestionSchemaValidator.java
 copy 
pinot-common/src/test/java/org/apache/pinot/common/function/TransformFunctionTypeTest.java
 => 
pinot-spi/src/main/java/org/apache/pinot/spi/data/IngestionSchemaValidator.java 
(61%)
 create mode 100644 
pinot-spi/src/main/java/org/apache/pinot/spi/data/SchemaValidatorFactory.java
 copy 
pinot-common/src/main/java/org/apache/pinot/common/function/FunctionDefinitionRegistry.java
 => 
pinot-spi/src/main/java/org/apache/pinot/spi/data/SchemaValidatorResult.java 
(50%)
 create mode 100644 thirdeye/docs/bigquery.rst
 rename 
thirdeye/thirdeye-pinot/src/main/java/org/apache/pinot/thirdeye/{constant => 
anomaly}/AnomalySeverity.java (68%)
 create mode 100644 
thirdeye/thirdeye-pinot/src/main/java/org/apache/pinot/thirdeye/detection/components/ThresholdSeverityLabeler.java
 copy 
pinot-common/src/main/java/org/apache/pinot/common/function/FunctionDefinitionRegistry.java
 => 
thirdeye/thirdeye-pinot/src/main/java/org/apache/pinot/thirdeye/detection/spec/SeverityThresholdLabelerSpec.java
 (52%)
 copy 
thirdeye/thirdeye-pinot/src/main/java/org/apache/pinot/thirdeye/{datalayer/bao/AnomalySubscriptionGroupNotificationManager.java
 => detection/spi/components/Labeler.java} (65%)
 copy 
thirdeye/thirdeye-pinot/src/main/java/org/apache/pinot/thirdeye/detection/wrapper/{AnomalyFilterWrapper.java
 => AnomalyLabelerWrapper.java} (51%)
 create mode 100644 
thirdeye/thirdeye-pinot/src/test/java/org/apache/pinot/thirdeye/detection/components/ThresholdSeverityLabelerTest.java
 create mode 100644 
thirdeye/thirdeye-pinot/src/test/resources/org/apache/pinot/thirdeye/detection/yaml/detection/detection-config-3.yaml
 copy 
thirdeye/thirdeye-pinot/src/test/resources/org/apache/pinot/thirdeye/detection/yaml/subscription/{subscription-config-6.yaml
 => subscription-config-7.yaml} (89%)


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