Skip to content

[Agent Deployer] Replace TDEngine with TimescaleDB for CE model monitoring #961

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
assaf758 merged 1 commit into from
Jan 6, 2026
Merged

[Agent Deployer] Replace TDEngine with TimescaleDB for CE model monitoring #961

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
36 changes: 28 additions & 8 deletions modules/src/agent_deployer/agent_deployer.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -22,8 +22,17 @@
from mlrun.datastore.datastore_profile import (
DatastoreProfileV3io,
DatastoreProfileKafkaStream,
DatastoreProfileTDEngine,
)

# TimescaleDB support (mlrun >= 1.11), fallback to TDEngine for older versions
try:
from mlrun.datastore.datastore_profile import DatastoreProfilePostgreSQL

_USE_TIMESCALEDB = True
except ImportError:
from mlrun.datastore.datastore_profile import DatastoreProfileTDEngine

_USE_TIMESCALEDB = False
from mlrun.utils import logger


Expand Down Expand Up @@ -87,13 +96,24 @@ def configure_model_monitoring(self):
)
if mlconf.is_ce_mode():
mlrun_namespace = os.environ.get("MLRUN_NAMESPACE", "mlrun")
tsdb_profile = DatastoreProfileTDEngine(
name="tdengine-tsdb-profile",
user="root",
password="taosdata",
host=f"tdengine-tsdb.{mlrun_namespace}.svc.cluster.local",
port="6041",
)
if _USE_TIMESCALEDB:
tsdb_profile = DatastoreProfilePostgreSQL(
name="timescaledb-tsdb-profile",
user="postgres",
password="postgres",
host=f"timescaledb.{mlrun_namespace}.svc.cluster.local",
port="5432",
database="postgres",
)
else:
# Fallback for older mlrun versions
tsdb_profile = DatastoreProfileTDEngine(
name="tdengine-tsdb-profile",
user="root",
password="taosdata",
host=f"tdengine-tsdb.{mlrun_namespace}.svc.cluster.local",
port="6041",
)

stream_profile = DatastoreProfileKafkaStream(
name="kafka-stream-profile",
Expand Down