276 lines
9.5 KiB
Python
276 lines
9.5 KiB
Python
# Copyright 2023 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 executor_input_utils.py."""
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import unittest
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from google.protobuf import json_format
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from kfp.local import executor_input_utils
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from kfp.local import testing_utilities
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from kfp.pipeline_spec import pipeline_spec_pb2
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class GetLocalPipelineResourceName(testing_utilities.MockedDatetimeTestCase):
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def test(self):
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actual = executor_input_utils.get_local_pipeline_resource_name(
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'my-pipeline')
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expected = 'my-pipeline-2023-10-10-13-32-59-420710'
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self.assertEqual(actual, expected)
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class GetLocalTaskResourceName(unittest.TestCase):
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def test(self):
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actual = executor_input_utils.get_local_task_resource_name(
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'comp-my-comp')
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expected = 'my-comp'
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self.assertEqual(actual, expected)
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class TestConstructLocalTaskRoot(testing_utilities.MockedDatetimeTestCase):
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def test(self):
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task_root = executor_input_utils.construct_local_task_root(
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pipeline_root='/foo/bar',
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pipeline_resource_name='my-pipeline-2023-10-10-13-32-59-420710',
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task_resource_name='my-comp',
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)
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self.assertEqual(
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task_root,
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'/foo/bar/my-pipeline-2023-10-10-13-32-59-420710/my-comp',
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)
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class TestConstructExecutorInput(unittest.TestCase):
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def test_no_inputs(self):
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component_spec = pipeline_spec_pb2.ComponentSpec()
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json_format.ParseDict(
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{
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'outputDefinitions': {
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'parameters': {
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'Output': {
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'parameterType': 'STRING'
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}
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}
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},
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'executorLabel': 'exec-comp'
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}, component_spec)
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arguments = {}
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task_root = '/foo/bar/my-pipeline-2023-10-10-13-32-59-420710/comp'
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actual = executor_input_utils.construct_executor_input(
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component_spec=component_spec,
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arguments=arguments,
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task_root=task_root,
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)
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expected = pipeline_spec_pb2.ExecutorInput()
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json_format.ParseDict(
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{
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'inputs': {},
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'outputs': {
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'parameters': {
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'Output': {
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'outputFile':
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'/foo/bar/my-pipeline-2023-10-10-13-32-59-420710/comp/Output'
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}
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},
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'outputFile':
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'/foo/bar/my-pipeline-2023-10-10-13-32-59-420710/comp/executor_output.json'
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}
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}, expected)
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self.assertEqual(actual, expected)
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def test_various_io_types(self):
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component_spec = pipeline_spec_pb2.ComponentSpec()
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json_format.ParseDict(
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{
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'inputDefinitions': {
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'parameters': {
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'boolean': {
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'parameterType': 'BOOLEAN'
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}
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}
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},
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'outputDefinitions': {
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'artifacts': {
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'out_a': {
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'artifactType': {
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'schemaTitle': 'system.Dataset',
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'schemaVersion': '0.0.1'
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}
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}
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},
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'parameters': {
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'Output': {
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'parameterType': 'NUMBER_INTEGER'
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}
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}
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},
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'executorLabel': 'exec-comp'
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}, component_spec)
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arguments = {'boolean': False}
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task_root = '/foo/bar/my-pipeline-2023-10-10-13-32-59-420710/comp'
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actual = executor_input_utils.construct_executor_input(
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component_spec=component_spec,
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arguments=arguments,
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task_root=task_root,
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)
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expected = pipeline_spec_pb2.ExecutorInput()
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json_format.ParseDict(
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{
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'inputs': {
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'parameterValues': {
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'boolean': False
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}
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},
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'outputs': {
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'parameters': {
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'Output': {
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'outputFile':
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'/foo/bar/my-pipeline-2023-10-10-13-32-59-420710/comp/Output'
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}
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},
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'artifacts': {
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'out_a': {
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'artifacts': [{
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'name':
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'out_a',
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'type': {
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'schemaTitle': 'system.Dataset',
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'schemaVersion': '0.0.1'
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},
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'uri':
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'/foo/bar/my-pipeline-2023-10-10-13-32-59-420710/comp/out_a',
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'metadata': {}
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}]
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}
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},
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'outputFile':
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'/foo/bar/my-pipeline-2023-10-10-13-32-59-420710/comp/executor_output.json'
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}
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}, expected)
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self.assertEqual(actual, expected)
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def test_input_artifacts_not_yet_supported(self):
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component_spec = pipeline_spec_pb2.ComponentSpec()
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json_format.ParseDict(
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{
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'inputDefinitions': {
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'artifacts': {
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'in_artifact': {
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'artifactType': {
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'schemaTitle': 'system.Artifact',
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'schemaVersion': '0.0.1'
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}
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}
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}
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},
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'executorLabel': 'exec-comp'
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}, component_spec)
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arguments = {}
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task_root = '/foo/bar/my-pipeline-2023-10-10-13-32-59-420710/comp'
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with self.assertRaisesRegex(
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ValueError,
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'Input artifacts are not yet supported for local execution.'):
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executor_input_utils.construct_executor_input(
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component_spec=component_spec,
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arguments=arguments,
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task_root=task_root,
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)
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class TestExecutorInputToDict(unittest.TestCase):
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def test_with_ints_and_floats(self):
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component_spec = pipeline_spec_pb2.ComponentSpec()
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json_format.ParseDict(
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{
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'inputDefinitions': {
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'parameters': {
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'x': {
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'parameterType': 'NUMBER_INTEGER'
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},
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'y': {
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'parameterType': 'NUMBER_DOUBLE'
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}
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}
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},
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'outputDefinitions': {
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'parameters': {
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'Output': {
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'parameterType': 'STRING'
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}
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}
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},
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'executorLabel': 'exec-comp'
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}, component_spec)
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executor_input = pipeline_spec_pb2.ExecutorInput()
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json_format.ParseDict(
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{
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'inputs': {
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'parameterValues': {
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'x': 1.0,
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'y': 2.0
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}
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},
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'outputs': {
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'parameters': {
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'Output': {
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'outputFile':
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'/foo/bar/my-pipeline-2023-10-10-13-32-59-420710/comp/Output'
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}
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},
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'outputFile':
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'/foo/bar/my-pipeline-2023-10-10-13-32-59-420710/comp/executor_output.json'
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}
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}, executor_input)
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executor_input_dict = executor_input_utils.executor_input_to_dict(
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executor_input=executor_input,
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component_spec=component_spec,
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)
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expected = {
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'inputs': {
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'parameterValues': {
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'x': 1,
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'y': 2.0
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}
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},
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'outputs': {
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'parameters': {
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'Output': {
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'outputFile':
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'/foo/bar/my-pipeline-2023-10-10-13-32-59-420710/comp/Output'
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}
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},
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'outputFile':
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'/foo/bar/my-pipeline-2023-10-10-13-32-59-420710/comp/executor_output.json'
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}
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}
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# assert types since 1.0 == 1
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self.assertIsInstance(
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executor_input_dict['inputs']['parameterValues']['x'], int)
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self.assertIsInstance(
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executor_input_dict['inputs']['parameterValues']['y'], float)
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self.assertEqual(executor_input_dict, expected)
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if __name__ == '__main__':
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unittest.main()
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