Schedule recurring pipeline runs

Recurring runs are cron-style triggers that create new pipeline runs on a schedule. Use them for nightly retraining, periodic data ingestion, or regular model evaluation.

Prerequisites

• An uploaded pipeline (see Create a pipeline)
• The Vantage SDK installed and configured

Create a recurring run

Use the Vantage SDK to set up a schedule:

from vantage_sdk import VantageClient

client = VantageClient()
schedule = client.pipelines.create_recurring_run(
    pipeline_name="training-pipeline",
    name="nightly-retrain",
    cron="0 2 * * *",  # 2 AM daily
    params={"data_path": "/data/raw/latest.csv"},
)
print(f"Schedule created: {schedule.id}")

Common cron patterns:

Pattern	Schedule
0 2 * * *	Daily at 2:00 AM
0 */6 * * *	Every 6 hours
0 0 * * 1	Weekly on Monday at midnight
0 0 1 * *	Monthly on the 1st at midnight

Manage recurring runs in the UI

1. Click Workbench in the left sidebar, then click Pipelines.
2. Click the pipeline name, then select the Recurring Runs tab.
3. The list shows:

Column	Description
Name	Schedule display name
Pipeline	Pipeline version triggered
Cron schedule	The interval expression
Status	Enabled or Disabled
Last run	When the schedule last triggered
Next run	When the next trigger will fire

Enable or disable a schedule

Click the row's action menu to Enable or Disable the schedule. Disabling pauses future triggers without deleting the configuration.

Delete a recurring run

Click the action menu and select Delete. Runs already triggered by the schedule are not affected.

Related

• Create a pipeline
• Run a pipeline