kfp-tekton/sdk/python/tests/compiler/testdata/tekton_loop_dsl.py

58 lines
1.9 KiB
Python

# 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.
import kfp.dsl as dsl
from kfp import components
from kfp_tekton import tekton
op1_yaml = '''\
name: 'my-in-coop1'
inputs:
- {name: item, type: Integer}
- {name: my_pipe_param, type: Integer}
implementation:
container:
image: library/bash:4.4.23
command: ['sh', '-c']
args:
- |
set -e
echo op1 "$0" "$1"
- {inputValue: item}
- {inputValue: my_pipe_param}
'''
@dsl.pipeline(name='my-pipeline')
def pipeline(my_pipe_param: int = 10):
loop_args = [1, 2]
# The DSL above should produce the same result and the DSL in the bottom
# with dsl.ParallelFor(loop_args, parallelism=1) as item:
# op1_template = components.load_component_from_text(op1_yaml)
# op1 = op1_template(item, my_pipe_param)
# condi_1 = tekton.CEL_ConditionOp(f"{item} == 0").output
# with dsl.Condition(condi_1 == 'true'):
# tekton.Break()
with tekton.Loop.sequential(loop_args) as item:
op1_template = components.load_component_from_text(op1_yaml)
op1 = op1_template(item, my_pipe_param)
condi_1 = tekton.CEL_ConditionOp(f"{item} == 1").output
with dsl.Condition(condi_1 == 'true'):
tekton.Break()
if __name__ == '__main__':
from kfp_tekton.compiler import TektonCompiler
TektonCompiler().compile(pipeline, __file__.replace('.py', '.yaml'))