# 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 from kfp_tekton.compiler import TektonCompiler class Coder: def empty(self): return "" TektonCompiler._get_unique_id_code = Coder.empty PRINT_STR = """ name: print-iter description: print message inputs: - {name: msg, type: String, description: 'Required. message'} outputs: - {name: stdout, type: String} implementation: container: image: alpine:3.6 command: - echo - {inputValue: msg} - ">" - {outputPath: stdout} """ print_op = components.load_component_from_text(PRINT_STR) class CelCondition(dsl.Condition): def __init__(self, pred: str, name: str = None): super().__init__(CEL_ConditionOp(pred).output == 'true', name) @dsl.graph_component def recur(i: int): decr_i = CEL_ConditionOp(f"{i} - 1").output print_op(msg=f"Iter: {decr_i}") recur(decr_i) @dsl.pipeline("condition-and-recur") def condition_and_recur(iter_num: int = 42): with CelCondition(f"{iter_num} != 0"): recur(iter_num) if __name__ == '__main__': from kfp_tekton.compiler import TektonCompiler as Compiler Compiler().compile(condition_and_recur, __file__.replace('.py', '.yaml'))