I have searched for on-demand data fetch but found details about scheduling ADF pipeline.
I want to know about how to achieve on-demand data load from ADF pipeline?
Fetch on-demand data from Azure Data Factory Pipeline
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Documentation for One-time pipelines is here: https://learn.microsoft.com/en-us/azure/data-factory/data-factory-scheduling-and-execution#onetime-pipeline
You can use this for example with PowerShell (https://learn.microsoft.com/en-us/azure/data-factory/data-factory-copy-activity-tutorial-using-powershell) to script one-time execution.