text: # Copyright 2020 kubeflow.org
  #
  # Licensed under the Apache License, Version 2.0 (the "License");
  # you may not use this file except in compliance with the License.
  # You may obtain a copy of the License at
  #
  #      http://www.apache.org/licenses/LICENSE-2.0
  #
  # Unless required by applicable law or agreed to in writing, software
  # distributed under the License is distributed on an "AS IS" BASIS,
  # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  # See the License for the specific language governing permissions and
  # limitations under the License.
  
  import kfp.dsl as dsl
  
  
  @dsl.pipeline(name='my-pipeline')
  def pipeline(my_pipe_param='10'):
      loop_args = [{'A_a': 1, 'B_b': 2}, {'A_a': 10, 'B_b': 20}]
      with dsl.ParallelFor(loop_args) as item:
          op1 = dsl.ContainerOp(
              name="my-in-coop1",
              image="library/bash:4.4.23",
              command=["sh", "-c"],
              arguments=["echo op1 %s %s" % (item.A_a, my_pipe_param)],
          )
  
          op2 = dsl.ContainerOp(
              name="my-in-coop2",
              image="library/bash:4.4.23",
              command=["sh", "-c"],
              arguments=["echo op2 %s" % item.B_b],
          )
  
      op_out = dsl.ContainerOp(
          name="my-out-cop",
          image="library/bash:4.4.23",
          command=["sh", "-c"],
          arguments=["echo %s" % my_pipe_param],
      )
  
  
  if __name__ == '__main__':
      from kfp_tekton.compiler import TektonCompiler
      TektonCompiler().compile(pipeline, __file__.replace('.py', '.yaml'))
  