def get_simple_config()

in dags/mlcompass/configs/simple_config.py [0:0]

• 41 lines of code
• 1 McCabe index (conditional complexity)

def get_simple_config():
  set_up_cmds = (
      "set +x",
      "echo {{params.commit_sha}}",
      "pip install -U pip",
      "pip install jax[tpu] -f https://storage.googleapis.com/jax-releases/libtpu_releases.html",
  )

  run_model_cmds = (
      "set +x",
      "echo {{params.commit_sha}}",
      "ls -ltrh /dev/accel*",
      "python3 -c 'import jax; print(jax.device_count()); print(jax.numpy.add(1,1))'",
  )

  job_test_config = test_config.TpuVmTest(
      test_config.Tpu(
          version=TpuVersion.V4,
          cores=8,
          runtime_version=RuntimeVersion.TPU_UBUNTU2204_BASE.value,
          reserved=False,
          network="default",
          subnetwork="default",
      ),
      test_name="simple-jax-code",
      set_up_cmds=set_up_cmds,
      run_model_cmds=run_model_cmds,
      timeout=datetime.timedelta(minutes=60),
      task_owner=test_owner.ORTI_B,
      num_slices=1,
  )

  project_name = Project.CLOUD_ML_AUTO_SOLUTIONS.value
  job_gcp_config = gcp_config.GCPConfig(
      project_name=project_name,
      zone=Zone.US_CENTRAL2_B.value,
      dataset_name=metric_config.DatasetOption.XLML_DATASET,
      dataset_project=project_name,
      composer_project=project_name,
  )

  return task.run_queued_resource_test(
      task_test_config=job_test_config,
      task_gcp_config=job_gcp_config,
  )