[Model Monitoring] Remove TDEngine TSDB support #9120
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Fails in test: Seems you need to update https://github.com/mlrun/functions/tree/master/modules/src/agent_deployer |
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Remove all TDEngine TSDB support from MLRun codebase. TDEngine was deprecated in v1.10.0 following the 2-release deprecation cycle. TimescaleDB (PostgreSQL) remains as the primary TSDB backend alongside V3IO TSDB. Core changes: - Delete mlrun/model_monitoring/db/tsdb/tdengine/ directory (6 files) - Remove TDEngineConnector, TDEngineConnection, and related schemas - Remove DatastoreProfileTDEngine from datastore profiles - Remove TDEngineStoreyTarget from storey targets - Remove TSDBTarget.TDEngine and TDEngineSuperTables enums Dependencies: - Remove taos-ws-py==0.3.2 from all requirements files - Update extras-requirements.txt and locked requirements Tests: - Delete tests/model_monitoring/db/tsdb/tdengine/ directory - Delete tests/model_monitoring/test_tdengine.py - Remove TDEngine from parametrized tests - Remove TestTDEngineProfile test class Reference: ML-11628
Update model monitoring docs to reference TimescaleDB instead of TDEngine. Changes: - Update model monitoring docs and installation guides - Update kubernetes.md and aws-install.md - Update ecosystem.md to list TimescaleDB instead of TDEngine - Update tutorials and Jupyter notebooks Reference: ML-11628
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Description
Remove all TDEngine TSDB support from MLRun codebase. TimescaleDB (PostgreSQL) remains as the primary TSDB backend alongside V3IO TSDB.
Changes Made
mlrun/model_monitoring/db/tsdb/tdengine/directoryTDEngineConnector,TDEngineConnection, and related schemasDatastoreProfileTDEnginefrom datastore profilesTDEngineStoreyTargetfrom storey targetsTSDBTarget.TDEngineandTDEngineSuperTablesenumstaos-ws-py==0.3.2from all requirements filestests/model_monitoring/db/tsdb/tdengine/test directorytests/model_monitoring/test_tdengine.pyTestTDEngineProfiletest classChecklist
Testing
make fmt- passedmake lint- all checks passedReferences
Breaking Changes?
TDEngine TSDB support is removed. Users who were using TDEngine for model monitoring must migrate to TimescaleDB (PostgreSQL) or V3IO TSDB