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variations. Pattern 1: Apache Spark Jobs Orchestrated through Workflow Templates Figure 1: Dataset iteration by chaining Spark jobs and Torch jobs using Airflow (Workflow based ML Training Inner loop) One of the most common technologies that ML engineers use to process petabyte scale data is Apache