# Copyright 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 from kfp_tekton.tekton import CEL_ConditionOp def flip_coin_op(): """Flip a coin and output heads or tails randomly.""" return components.load_component_from_text(""" name: flip-coin description: Flip coin outputs: - {name: output_result, type: String} implementation: container: image: python:alpine3.6 command: - sh - -c args: - | python -c "import random; result = 'heads' if random.randint(0,1) == 0 \ else 'tails'; print(result)" | tee $0 - {outputPath: output_result} """)() def print_op(msg: str): """Print a message.""" return components.load_component_from_text(""" name: print description: Print inputs: - {name: msg, type: String} implementation: container: image: alpine:3.6 command: - echo - {inputValue: msg} """)(msg=msg) @dsl.pipeline( name='tekton-custom-task-on-kubeflow-pipeline', description='Shows how to use Tekton custom task with KFP' ) def custom_task_pipeline(): flip = flip_coin_op() flip2 = flip_coin_op() cel_condition = CEL_ConditionOp("'%s' == '%s'" % (flip.output, flip2.output)) print_op('Condition output is %s' % cel_condition.output) if __name__ == '__main__': from kfp_tekton.compiler import TektonCompiler TektonCompiler().compile(custom_task_pipeline, __file__.replace('.py', '.yaml'))