78 lines
2.3 KiB
Python
78 lines
2.3 KiB
Python
# Copyright 2022 The Kubeflow Authors
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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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"""Tests for `dsl compile` command group in KFP CLI."""
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import unittest
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from kfp import dsl
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from kfp.cli import compile_
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class TestIsPipelineOrComponent(unittest.TestCase):
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def test_is_pipeline(self):
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@dsl.component
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def my_comp():
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pass
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@dsl.container_component
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def my_container_comp():
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return dsl.ContainerSpec(
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image='python:3.7',
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command=['echo', 'hello world'],
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args=[],
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)
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def my_func(a: str, b: int):
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pass
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@dsl.pipeline(name='my-pipeline')
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def my_pipeline(a: str, b: int):
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my_comp()
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self.assertFalse(compile_.is_pipeline_func(my_comp))
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self.assertFalse(compile_.is_pipeline_func(my_container_comp))
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self.assertFalse(compile_.is_pipeline_func(my_func))
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self.assertTrue(compile_.is_pipeline_func(my_pipeline))
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def test_is_component(self):
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@dsl.component
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def my_comp():
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pass
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@dsl.container_component
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def my_container_comp():
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return dsl.ContainerSpec(
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image='python:3.7',
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command=['echo', 'hello world'],
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args=[],
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)
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def my_func(a: str, b: int):
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pass
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@dsl.pipeline(name='my-pipeline')
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def my_pipeline(a: str, b: int):
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my_comp()
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self.assertTrue(compile_.is_component_func(my_comp))
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self.assertTrue(compile_.is_component_func(my_container_comp))
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self.assertFalse(compile_.is_component_func(my_func))
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self.assertFalse(compile_.is_component_func(my_pipeline))
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if __name__ == '__main__':
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unittest.main()
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