[Agent Deployer] Replace TDEngine with TimescaleDB for CE model monitoring #961
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
3 tasks
alxtkr77
changed the title
…oring
Replace DatastoreProfileTDEngine with DatastoreProfilePostgreSQL for
Community Edition deployments. TimescaleDB uses PostgreSQL protocol.
- Add conditional import: try DatastoreProfilePostgreSQL first, fallback
to DatastoreProfileTDEngine for older mlrun versions
- Configure TimescaleDB connection for CE mode (when available):
- Host: timescaledb.{namespace}.svc.cluster.local
- Port: 5432
- Credentials: postgres/postgres
- Database: postgres
- Maintain backwards compatibility with older mlrun versions using TDEngine
Reference: ML-11628
Eyal-Danieli
pushed a commit
to Eyal-Danieli/functions
that referenced
this pull request
Jan 11, 2026
…oring (mlrun#961) Replace DatastoreProfileTDEngine with DatastoreProfilePostgreSQL for Community Edition deployments. TimescaleDB uses PostgreSQL protocol. - Add conditional import: try DatastoreProfilePostgreSQL first, fallback to DatastoreProfileTDEngine for older mlrun versions - Configure TimescaleDB connection for CE mode (when available): - Host: timescaledb.{namespace}.svc.cluster.local - Port: 5432 - Credentials: postgres/postgres - Database: postgres - Maintain backwards compatibility with older mlrun versions using TDEngine Reference: ML-11628 Co-authored-by: Alex Toker <alext@mckinsey.com>
Eyal-Danieli
added a commit
that referenced
this pull request
Jan 11, 2026
* update requirements.txt with stable mlrun version (#960) * [Agent Deployer] Replace TDEngine with TimescaleDB for CE model monitoring (#961) Replace DatastoreProfileTDEngine with DatastoreProfilePostgreSQL for Community Edition deployments. TimescaleDB uses PostgreSQL protocol. - Add conditional import: try DatastoreProfilePostgreSQL first, fallback to DatastoreProfileTDEngine for older mlrun versions - Configure TimescaleDB connection for CE mode (when available): - Host: timescaledb.{namespace}.svc.cluster.local - Port: 5432 - Credentials: postgres/postgres - Database: postgres - Maintain backwards compatibility with older mlrun versions using TDEngine Reference: ML-11628 Co-authored-by: Alex Toker <alext@mckinsey.com> * Add kind to step and rename the `utils` category to `utilities` (#962) * replace utils with utilities * add kind to verify_schema * add kind to the step template --------- Co-authored-by: Roy Schossberger <85231212+royischoss@users.noreply.github.com> Co-authored-by: alxtkr77 <3098237+alxtkr77@users.noreply.github.com> Co-authored-by: Alex Toker <alext@mckinsey.com> Co-authored-by: Daniel Perez <100069700+danielperezz@users.noreply.github.com>
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
3 participants
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Replace DatastoreProfileTDEngine with DatastoreProfilePostgreSQL for Community Edition deployments. TimescaleDB uses PostgreSQL protocol.
Related PR
This PR is coupled with mlrun/ce#234 and they should be merged together. It assumes that in 1.11, TimescaleDB replaces TDengine, so if merged before mlrun/ce#234, it will fail to find TimescaleDB. I verified that the TimescaleDB credentials in this PR correspond to the CE TimescaleDB installation in mlrun/ce#234.