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* add sequential sample test * add condition basic sample * reuse script * add all the other basic tests * update sample test dockerfile to add run_basic_test file * write test output * typo bug
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| # Copyright 2018 Google LLC | ||
| # | ||
| # Licensed under the Apache License, Version 2.0 (the "License"); | ||
| # you may not use this file except in compliance with the License. | ||
| # You may obtain a copy of the License at | ||
| # | ||
| # http://www.apache.org/licenses/LICENSE-2.0 | ||
| # | ||
| # Unless required by applicable law or agreed to in writing, software | ||
| # distributed under the License is distributed on an "AS IS" BASIS, | ||
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
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| import argparse | ||
| import os | ||
| from datetime import datetime | ||
| from kfp import Client | ||
| import utils | ||
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| ###### Input/Output Instruction ###### | ||
| # input: yaml | ||
| # output: local file path | ||
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| # Parsing the input arguments | ||
| def parse_arguments(): | ||
| """Parse command line arguments.""" | ||
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| parser = argparse.ArgumentParser() | ||
| parser.add_argument('--input', | ||
| type=str, | ||
| required=True, | ||
| help='The path of a pipeline package that will be submitted.') | ||
| parser.add_argument('--result', | ||
| type=str, | ||
| required=True, | ||
| help='The path of the test result that will be exported.') | ||
| parser.add_argument('--output', | ||
| type=str, | ||
| required=True, | ||
| help='The path of the test output') | ||
| parser.add_argument('--testname', | ||
| type=str, | ||
| required=True, | ||
| help="Test name") | ||
| args = parser.parse_args() | ||
| return args | ||
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| def main(): | ||
| args = parse_arguments() | ||
| test_cases = [] | ||
| test_name = args.testname + ' Sample Test' | ||
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| ###### Initialization ###### | ||
| client = Client() | ||
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| ###### Check Input File ###### | ||
| utils.add_junit_test(test_cases, 'input generated yaml file', os.path.exists(args.input), 'yaml file is not generated') | ||
| if not os.path.exists(args.input): | ||
| utils.write_junit_xml(test_name, args.result, test_cases) | ||
| exit() | ||
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| ###### Create Experiment ###### | ||
| experiment_name = args.testname + ' sample experiment' | ||
| response = client.create_experiment(experiment_name) | ||
| experiment_id = response.id | ||
| utils.add_junit_test(test_cases, 'create experiment', True) | ||
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| ###### Create Job ###### | ||
| job_name = args.testname +'_sample' | ||
| params = {} | ||
| response = client.run_pipeline(experiment_id, job_name, args.input, params) | ||
| run_id = response.id | ||
| utils.add_junit_test(test_cases, 'create pipeline run', True) | ||
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| ###### Monitor Job ###### | ||
| start_time = datetime.now() | ||
| response = client.wait_for_run_completion(run_id, 1200) | ||
| succ = (response.run.status.lower()=='succeeded') | ||
| end_time = datetime.now() | ||
| elapsed_time = (end_time - start_time).seconds | ||
| utils.add_junit_test(test_cases, 'job completion', succ, 'waiting for job completion failure', elapsed_time) | ||
| if not succ: | ||
| utils.write_junit_xml(test_name, args.result, test_cases) | ||
| exit() | ||
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| ###### Output Argo Log for Debugging ###### | ||
| workflow_json = client._get_workflow_json(run_id) | ||
| workflow_id = workflow_json['metadata']['name'] | ||
| #TODO: remove the namespace dependency or make is configurable. | ||
| argo_log, _ = utils.run_bash_command('argo logs -n kubeflow -w {}'.format(workflow_id)) | ||
| print("=========Argo Workflow Log=========") | ||
| print(argo_log) | ||
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| ###### Delete Job ###### | ||
| #TODO: add deletion when the backend API offers the interface. | ||
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| ###### Write out the test result in junit xml ###### | ||
| utils.write_junit_xml(test_name, args.result, test_cases) | ||
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| if __name__ == "__main__": | ||
| main() |
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