55 lines
1.5 KiB
Python
55 lines
1.5 KiB
Python
# Copyright 2018 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import kfp.dsl as dsl
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class FlipCoinOp(dsl.ContainerOp):
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def __init__(self, name):
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super(FlipCoinOp, self).__init__(
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name=name,
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image='python:alpine3.6',
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command=['sh', '-c'],
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arguments=['python -c "import random; result = \'heads\' if random.randint(0,1) == 0 '
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'else \'tails\'; print(result)" | tee /tmp/output'],
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file_outputs={'output': '/tmp/output'})
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class PrintOp(dsl.ContainerOp):
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def __init__(self, name):
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super(PrintOp, self).__init__(
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name=name,
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image='alpine:3.6',
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command=['echo', '"it was tail"'])
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@dsl.pipeline(
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name='pipeline flip coin',
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description='shows how to use dsl.Condition.'
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)
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def flipcoin():
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flip = FlipCoinOp('flip')
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with dsl.Condition(flip.output=='heads'):
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flip2 = FlipCoinOp('flip-again')
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with dsl.Condition(flip2.output=='tails'):
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PrintOp('print1')
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with dsl.Condition(flip.output=='tails'):
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PrintOp('print2')
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