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102 lines
3.2 KiB
102 lines
3.2 KiB
# Licensed to the Apache Software Foundation (ASF) under one |
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# or more contributor license agreements. See the NOTICE file |
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# distributed with this work for additional information |
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# regarding copyright ownership. The ASF licenses this file |
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# to you under the Apache License, Version 2.0 (the |
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# "License"); you may not use this file except in compliance |
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# with the License. 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, |
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# software distributed under the License is distributed on an |
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# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
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# KIND, either express or implied. See the License for the |
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# specific language governing permissions and limitations |
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# under the License. |
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"""Test Task SageMaker.""" |
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import json |
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from unittest.mock import patch |
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import pytest |
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from pydolphinscheduler.tasks.sagemaker import SageMaker |
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sagemaker_request_json = json.dumps( |
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{ |
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"ParallelismConfiguration": {"MaxParallelExecutionSteps": 1}, |
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"PipelineExecutionDescription": "test Pipeline", |
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"PipelineExecutionDisplayName": "AbalonePipeline", |
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"PipelineName": "AbalonePipeline", |
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"PipelineParameters": [ |
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{"Name": "ProcessingInstanceType", "Value": "ml.m4.xlarge"}, |
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{"Name": "ProcessingInstanceCount", "Value": "2"}, |
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], |
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}, |
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indent=2, |
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) |
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@pytest.mark.parametrize( |
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"attr, expect", |
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[ |
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( |
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{"sagemaker_request_json": sagemaker_request_json}, |
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{ |
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"sagemakerRequestJson": sagemaker_request_json, |
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"localParams": [], |
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"resourceList": [], |
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"dependence": {}, |
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"waitStartTimeout": {}, |
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"conditionResult": {"successNode": [""], "failedNode": [""]}, |
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}, |
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) |
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], |
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) |
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@patch( |
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"pydolphinscheduler.core.task.Task.gen_code_and_version", |
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return_value=(123, 1), |
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) |
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def test_property_task_params(mock_code_version, attr, expect): |
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"""Test task sagemaker task property.""" |
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task = SageMaker("test-sagemaker-task-params", **attr) |
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assert expect == task.task_params |
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def test_sagemaker_get_define(): |
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"""Test task sagemaker function get_define.""" |
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code = 123 |
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version = 1 |
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name = "test_sagemaker_get_define" |
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expect = { |
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"code": code, |
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"name": name, |
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"version": 1, |
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"description": None, |
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"delayTime": 0, |
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"taskType": "SAGEMAKER", |
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"taskParams": { |
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"resourceList": [], |
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"localParams": [], |
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"sagemakerRequestJson": sagemaker_request_json, |
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"dependence": {}, |
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"conditionResult": {"successNode": [""], "failedNode": [""]}, |
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"waitStartTimeout": {}, |
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}, |
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"flag": "YES", |
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"taskPriority": "MEDIUM", |
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"workerGroup": "default", |
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"environmentCode": None, |
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"failRetryTimes": 0, |
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"failRetryInterval": 1, |
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"timeoutFlag": "CLOSE", |
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"timeoutNotifyStrategy": None, |
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"timeout": 0, |
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} |
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with patch( |
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"pydolphinscheduler.core.task.Task.gen_code_and_version", |
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return_value=(code, version), |
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): |
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sagemaker = SageMaker(name, sagemaker_request_json) |
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assert sagemaker.get_define() == expect
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