[TimescaleDB] Replace TDEngine with TimescaleDB for model monitoring #234
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alxtkr77
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December 25, 2025 13:40
Add TimescaleDB as an optional TSDB backend for MLRun model monitoring, providing an alternative to TDEngine. - Add timescaledb section in values.yaml (disabled by default) - Add StatefulSet, Service, and Secret templates - Add helper templates for labels, selectors, and connection string - Use timescale/timescaledb-ha:pg16-ts2.17.2-all image Reference: ML-11482
Remove TDEngine and use TimescaleDB as the sole time-series database backend for model monitoring. - Remove TDEngine templates (statefulset, service, configmap) - Remove TDEngine configuration from values.yaml - Remove TDEngine helper templates from _helpers.tpl - Update admin_installation_values.yaml to reference timescaledb - Enable TimescaleDB by default Reference: ML-11482
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Changes
timescaledbsection tovalues.yamlwith configurable image, auth, persistence, and resourcesstatefulset.yaml,service.yaml,secret.yaml_helpers.tpladmin_installation_values.yamlto reference timescaledbTest plan