# Copyright 2021 The Kubeflow Authors # # 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 os from kfp import dsl # In tests, we install a KFP package from the PR under test. Users should not # normally need to specify `kfp_package_path` in their component definitions. _KFP_PACKAGE_PATH = os.getenv('KFP_PACKAGE_PATH') @dsl.component(kfp_package_path=_KFP_PACKAGE_PATH) def flip_coin(force_flip_result: str = '') -> str: """Flip a coin and output heads or tails randomly.""" if force_flip_result: return force_flip_result import random result = 'heads' if random.randint(0, 1) == 0 else 'tails' return result @dsl.component(kfp_package_path=_KFP_PACKAGE_PATH) def print_msg(msg: str): """Print a message.""" print(msg) @dsl.pipeline(name='condition-v2') def condition(text: str = 'condition test', force_flip_result: str = ''): flip1 = flip_coin(force_flip_result=force_flip_result) print_msg(msg=flip1.output) with dsl.Condition(flip1.output == 'heads'): flip2 = flip_coin() print_msg(msg=flip2.output) print_msg(msg=text)