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name: emr_submit_pyspark_job
description: >-
  Submits an Elastic Map Reduce (EMR) PySpark application.
inputs:
  - {name: region, description: 'The EMR region in which to handle the request.'}
  - {name: jobflow_id, description: 'The cluster id to run the job.'}
  - {name: job_name, description: 'The name of the spark job.'}
  - {name: py_file, description: 'A path to a pyspark file run during the step.'}
  - {name: input, description: 'File path of the dataset.'}
  - {name: output, description: 'Output path of the result files.'}
outputs:
  - {name: job_id, description: 'The id of the created job.'}
  - {name: output_location,    description: 'S3 URI of the training job results.'}
implementation:
  container:
    image: seedjeffwan/kubeflow-pipeline-aws-emr:20190507
    command: ['python', 'submit_pyspark_job.py']
    args: [
      --region, {inputValue: region},
      --jobflow_id, {inputValue: jobflow_id},
      --job_name, {inputValue: job_name},
      --py_file, {inputValue: py_file},
      --input, {inputValue: input},
      --output, {inputValue: output},
      --output_file, {outputPath: output_location},
    ]
    fileOutputs:
      job_id: /output.txt