54 lines
1.7 KiB
Python
54 lines
1.7 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.dsl.ontology_artifacts module."""
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import unittest
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from kfp.dsl import artifact
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from kfp.dsl import ontology_artifacts
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_EXPECTED_SERIALIZATION = """\
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{
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"customProperties": {
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"float1": {
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"doubleValue": 1.1
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},
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"int1": {
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"intValue": "1"
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},
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"string1": {
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"stringValue": "testString"
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}
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},
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"type": {
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"instanceSchema": "properties:\\ntitle: kfp.Model\\ntype: object\\n"
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}
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}"""
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class ArtifactsTest(unittest.TestCase):
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def testSerialization(self):
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my_model = ontology_artifacts.Model()
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my_model.set_float_custom_property('float1', 1.1)
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my_model.set_int_custom_property('int1', 1)
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my_model.set_string_custom_property('string1', 'testString')
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self.assertEqual(_EXPECTED_SERIALIZATION, my_model.serialize())
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rehydrated_model = artifact.Artifact.deserialize(_EXPECTED_SERIALIZATION)
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self.assertEqual(ontology_artifacts.Model, type(rehydrated_model))
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self.assertEqual('testString',
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rehydrated_model.get_string_custom_property('string1'))
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self.assertEqual(1, rehydrated_model.get_int_custom_property('int1'))
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self.assertEqual(1.1, rehydrated_model.get_float_custom_property('float1'))
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