83 lines
2.9 KiB
Python
83 lines
2.9 KiB
Python
# Copyright 2020 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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"""Tests for kfp.v2.compiler.compiler_utils."""
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import unittest
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from kfp.v2.compiler import compiler_utils
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from kfp.pipeline_spec import pipeline_spec_pb2
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from google.protobuf import json_format
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from google.protobuf import message
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class CompilerUtilsTest(unittest.TestCase):
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def assertProtoEquals(self, proto1: message.Message, proto2: message.Message):
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"""Asserts the equality between two messages."""
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self.assertDictEqual(
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json_format.MessageToDict(proto1),
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json_format.MessageToDict(proto2))
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def test_build_runtime_config_spec(self):
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expected_dict = {
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'gcsOutputDirectory': 'gs://path',
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'parameters': {
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'input1': {
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'stringValue': 'test'
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}
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}
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}
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expected_spec = pipeline_spec_pb2.PipelineJob.RuntimeConfig()
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json_format.ParseDict(expected_dict, expected_spec)
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runtime_config = compiler_utils.build_runtime_config_spec(
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'gs://path', {'input1': 'test', 'input2': None})
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self.assertEqual(expected_spec, runtime_config)
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def test_validate_pipeline_name(self):
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compiler_utils.validate_pipeline_name('my-pipeline')
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compiler_utils.validate_pipeline_name('p' * 128)
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with self.assertRaisesRegex(ValueError, 'Invalid pipeline name: '):
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compiler_utils.validate_pipeline_name('my_pipeline')
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with self.assertRaisesRegex(ValueError, 'Invalid pipeline name: '):
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compiler_utils.validate_pipeline_name('My pipeline')
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with self.assertRaisesRegex(ValueError, 'Invalid pipeline name: '):
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compiler_utils.validate_pipeline_name('-my-pipeline')
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with self.assertRaisesRegex(ValueError, 'Invalid pipeline name: '):
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compiler_utils.validate_pipeline_name('p' * 129)
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def test_refactor_v2_component_success(self):
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test_v2_container_spec = compiler_utils.PipelineContainerSpec(
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image='my/dummy-image',
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command=['python', '-m', 'my_package.my_entrypoint'],
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args=['arg1', 'arg2', '--function_name', 'test_func']
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)
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expected_container_spec = compiler_utils.PipelineContainerSpec(
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image='my/dummy-image',
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command=['python', '-m', 'kfp.container.entrypoint'],
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args=['--executor_input_str','{{$}}', '--function_name', 'test_func']
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)
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compiler_utils.refactor_v2_container_spec(test_v2_container_spec)
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self.assertProtoEquals(expected_container_spec, test_v2_container_spec)
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if __name__ == '__main__':
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unittest.main()
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