60 lines
1.9 KiB
Python
60 lines
1.9 KiB
Python
# Copyright 2021 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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from pprint import pprint
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import unittest
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import kfp.deprecated as kfp
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import kfp_server_api
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import os
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from minio import Minio
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from .lightweight_python_functions_v2_with_outputs import pipeline
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from kfp.samples.test.utils import KfpMlmdClient, run_pipeline_func, TestCase
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def verify(run: kfp_server_api.ApiRun, mlmd_connection_config, **kwargs):
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t = unittest.TestCase()
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t.maxDiff = None # we always want to see full diff
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t.assertEqual(run.status, 'Succeeded')
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client = KfpMlmdClient(mlmd_connection_config=mlmd_connection_config)
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tasks = client.get_tasks(run_id=run.id)
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pprint(tasks)
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output_artifact = tasks['output-artifact']
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output = [
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a for a in output_artifact.outputs.artifacts if a.name == 'Output'
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][0]
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pprint(output)
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host = os.environ['MINIO_SERVICE_SERVICE_HOST']
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port = os.environ['MINIO_SERVICE_SERVICE_PORT']
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minio = Minio(
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f'{host}:{port}',
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access_key='minio',
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secret_key='minio123',
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secure=False)
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bucket, key = output.uri[len('minio://'):].split('/', 1)
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print(f'bucket={bucket} key={key}')
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response = minio.get_object(bucket, key)
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data = response.read().decode('UTF-8')
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t.assertEqual(data, 'firstsecond\nfirstsecond\nfirstsecond')
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run_pipeline_func([
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TestCase(
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pipeline_func=pipeline,
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mode=kfp.dsl.PipelineExecutionMode.V2_ENGINE,
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),
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])
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