# Copyright 2020-2021 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 FLIP_COIN_STR = """ name: flip description: Flip a coin and output heads or tails randomly inputs: - {name: forced_result, type: String} outputs: - {name: output, type: String} implementation: container: image: python:alpine3.6 command: - sh - -c - | python -c "import random; import sys; forced_result = '$0'; \ result = 'heads' if random.randint(0,1) == 0 else 'tails'; \ print(forced_result) if (forced_result == 'heads' or forced_result == 'tails') else print(result)" \ | tee $1 - {inputValue: forced_result} - {outputPath: output} """ flip_coin_op = components.load_component_from_text(FLIP_COIN_STR) PRINT_STR = """ name: print description: print a message inputs: - {name: msg, type: String} implementation: container: image: alpine:3.6 command: - echo - {inputValue: msg} """ print_op = components.load_component_from_text(PRINT_STR) @dsl.pipeline( name='flip-coin-with-dependency', description='Shows how to use dsl.Condition.' ) def flipcoin(forced_result1: str = 'heads', forced_result2: str = 'tails'): flip = flip_coin_op(str(forced_result1)) with dsl.Condition(flip.outputs['output'] == 'heads') as condition: flip2 = flip_coin_op(str(forced_result2)) with dsl.Condition(flip2.outputs['output'] == 'tails'): print_op(flip2.outputs['output']) with dsl.Condition(flip.outputs['output'] == 'tails') as condition_2: print_op(flip.outputs['output']) print_op('done').after(condition).after(condition_2) if __name__ == '__main__': from kfp_tekton.compiler import TektonCompiler TektonCompiler().compile(flipcoin, __file__.replace('.py', '.yaml'))