# Copyright 2022 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. # This use case was discussed in https://github.com/kubeflow/kfp-tekton/issues/845 from kfp import dsl, components op1_yaml = '''\ name: 'my-in-coop1' inputs: - {name: item, type: Integer} - {name: param, type: Integer} implementation: container: image: library/bash:4.4.23 command: ['sh', '-c'] args: - | set -e echo op1 "$0" "$1" - {inputValue: item} - {inputValue: param} ''' def false() -> str: return 'false' false_op = components.create_component_from_func( false, base_image='python:alpine3.6') @dsl.pipeline(name='pipeline') def pipeline(param: int = 10): condition_op = false_op() cond = condition_op.output with dsl.Condition(cond == 'true'): op2_template = components.load_component_from_text(op1_yaml) op2 = op2_template(1, param) op3_template = components.load_component_from_text(op1_yaml) op3 = op3_template(1, param) op4_template = components.load_component_from_text(op1_yaml) op4 = op4_template(1, param) op4.after(op2) op3.after(op4) if __name__ == '__main__': from kfp_tekton.compiler import TektonCompiler as Compiler from kfp_tekton.compiler.pipeline_utils import TektonPipelineConf tekton_pipeline_conf = TektonPipelineConf() tekton_pipeline_conf.set_tekton_inline_spec(True) Compiler().compile(pipeline, __file__.replace('.py', '.yaml'), tekton_pipeline_conf=tekton_pipeline_conf)