# 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. from kfp import dsl, components from kfp_tekton.compiler import TektonCompiler class Coder: def empty(self): return "" TektonCompiler._get_unique_id_code = Coder.empty @dsl.pipeline(name='static-loop-pipeline') def pipeline(my_pipe_param: str = '10'): loop_args = [1, 2, 3] with dsl.ParallelFor(loop_args) as item: op1 = components.load_component_from_text(""" name: static-loop-inner-op1 description: static-loop-inner-op1 inputs: - {name: input1, type: Integer} - {name: input2, type: String} implementation: container: image: library/bash:4.4.23 command: - sh - -c args: - | echo op1 $0 $1 - {inputValue: input1} - {inputValue: input2} """)(input1=item, input2=my_pipe_param) op2 = components.load_component_from_text(""" name: static-loop-inner-op2 description: static-loop-inner-op2 inputs: - {name: input1, type: Integer} implementation: container: image: library/bash:4.4.23 command: - sh - -c args: - | echo op2 $0 - {inputValue: input1} """)(input1=item) op_out = components.load_component_from_text(""" name: static-loop-out-op description: static-loop-out-op inputs: - {name: input1, type: String} implementation: container: image: library/bash:4.4.23 command: - sh - -c args: - | echo $0 - {inputValue: input1} """)(input1=my_pipe_param) if __name__ == '__main__': from kfp_tekton.compiler import TektonCompiler TektonCompiler().compile(pipeline, __file__.replace('.py', '.yaml'))