# Copyright 2022 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. from kfp.dsl import container_component from kfp.dsl import ContainerSpec from kfp.dsl import Dataset from kfp.dsl import IfPresentPlaceholder from kfp.dsl import Output from kfp.dsl import OutputPath @container_component def container_with_if_placeholder(output_path: OutputPath(str), dataset: Output[Dataset], optional_input: str = 'default'): return ContainerSpec( image='python:3.7', command=[ 'my_program', IfPresentPlaceholder( input_name='optional_input', then=[optional_input], else_=['bye']), '--dataset', IfPresentPlaceholder( input_name='optional_input', then=[dataset.uri], else_=['bye']) ], args=['--output_path', output_path]) if __name__ == '__main__': from kfp import compiler compiler.Compiler().compile( pipeline_func=container_with_if_placeholder, package_path=__file__.replace('.py', '.yaml'))