If you want to keep your checkpoints X days, you can set delta.checkpointRetentionDuration to X days this way:

spark.sql(f"""
        ALTER TABLE delta.`path`
            SET TBLPROPERTIES (
                delta.checkpointRetentionDuration = 'X days'
            )
        """
)