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loop_static.py
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# Copyright 2020 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.compiler import TektonCompiler
class Coder:
def empty(self):
return ""
TektonCompiler._get_unique_id_code = Coder.empty
@dsl.pipeline(name='static-loop-pipeline')
def pipeline(my_pipe_param: str = '10'):
loop_args = [1, 2, 3]
with dsl.ParallelFor(loop_args) as item:
op1 = components.load_component_from_text("""
name: static-loop-inner-op1
description: static-loop-inner-op1
inputs:
- {name: input1, type: Integer}
- {name: input2, type: String}
implementation:
container:
image: library/bash:4.4.23
command:
- sh
- -c
args:
- |
echo op1 $0 $1
- {inputValue: input1}
- {inputValue: input2}
""")(input1=item, input2=my_pipe_param)
op2 = components.load_component_from_text("""
name: static-loop-inner-op2
description: static-loop-inner-op2
inputs:
- {name: input1, type: Integer}
implementation:
container:
image: library/bash:4.4.23
command:
- sh
- -c
args:
- |
echo op2 $0
- {inputValue: input1}
""")(input1=item)
op_out = components.load_component_from_text("""
name: static-loop-out-op
description: static-loop-out-op
inputs:
- {name: input1, type: String}
implementation:
container:
image: library/bash:4.4.23
command:
- sh
- -c
args:
- |
echo $0
- {inputValue: input1}
""")(input1=my_pipe_param)
if __name__ == '__main__':
from kfp_tekton.compiler import TektonCompiler
TektonCompiler().compile(pipeline, __file__.replace('.py', '.yaml'))