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# Copyright 2020 Huawei Technologies Co., Ltd
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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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# ============================================================================
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"""Test profiler restful api."""
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import json
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from unittest import TestCase, mock
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from flask import Response
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from mindinsight.backend.application import APP
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class TestProfilerRestfulApi(TestCase):
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"""Test the restful api of profiler."""
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def setUp(self):
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"""Test init."""
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APP.response_class = Response
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self.app_client = APP.test_client()
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self.url = '/v1/mindinsight/profile/ops/search?train_id=run1&profile=profiler'
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@mock.patch('mindinsight.backend.lineagemgr.lineage_api.settings')
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@mock.patch('mindinsight.profiler.analyser.base_analyser.BaseAnalyser.query')
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def test_ops_search_success(self, *args):
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"""Test the success of ops/search."""
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base_dir = '/path/to/test_profiler_base'
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expect_result = {
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'object': ["test"],
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'count': 1
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}
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args[0].return_value = expect_result
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args[1].SUMMARY_BASE_DIR = base_dir
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body_data = {
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"op_type": "aicore_type"
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}
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response = self.app_client.post(self.url, data=json.dumps(body_data))
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self.assertEqual(200, response.status_code)
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self.assertDictEqual(expect_result, response.get_json())
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@mock.patch('mindinsight.backend.lineagemgr.lineage_api.settings')
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@mock.patch('mindinsight.profiler.analyser.base_analyser.BaseAnalyser.query')
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def test_ops_search_failed(self, *args):
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"""Test the failed of ops/search."""
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base_dir = '/path/to/test_profiler_base'
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expect_result = {
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'object': ["test"],
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'count': 1
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}
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args[0].return_value = expect_result
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args[1].SUMMARY_BASE_DIR = base_dir
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response = self.app_client.post(self.url, data=json.dumps(1))
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self.assertEqual(400, response.status_code)
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expect_result = {
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'error_code': '50546082',
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'error_msg': "Param type error. Invalid search_condition type, it should be dict."
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}
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self.assertDictEqual(expect_result, response.get_json())
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body_data = {"op_type": "1"}
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response = self.app_client.post(self.url, data=json.dumps(body_data))
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self.assertEqual(400, response.status_code)
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expect_result = {
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'error_code': '50546183',
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}
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result = response.get_json()
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del result["error_msg"]
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self.assertDictEqual(expect_result, result)
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