And to add one thing, in Delta Live Tables checkpoints are stored under the storage location specified in the DLT settings. Each table gets a dedicated directory under storage_location/checkpoints/<dlt_table_name. So if you would like to avoid running your pipeline from the start you need to use bind command, because otherwise new pipeline name will create new checkpoint directory.