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Upload graph_component example #1062

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f02ae95
Upload volume paraller codes.
Williaiam Jul 12, 2023
b059c86
Merge branch 'kubeflow:master' into master
Williaiam Aug 1, 2023
780560b
Kubeflow pipeline parallel pods example
Williaiam Aug 1, 2023
2287332
Merge branch 'kubeflow:master' into master
Williaiam Aug 18, 2023
5fd121a
Upload graph_component example.
Williaiam Aug 18, 2023
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33 changes: 33 additions & 0 deletions codes/graph_component.py
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Original file line number Diff line number Diff line change
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from kfp import components, dsl

@components.func_to_container_op
def task_op() -> int:
from random import randint
return randint(1, 10)


@components.func_to_container_op
def print_op(message: str):
print(message)


@dsl.graph_component
def train_loop(input: int):
with dsl.Condition(input >= 6):
print_op('final: ' + str(input))

with dsl.Condition(input < 6):
op = task_op()
train_loop(op.output)


@dsl.pipeline()
def my_pipeline():
op = task_op()
tr_op = train_loop(op.output)
tr_op.after(op)


if __name__ == '__main__':
import kfp.compiler as compiler
compiler.Compiler().compile(my_pipeline, (__file__ + '.yaml').replace('.py', ''))