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| # coding=utf-8 | |
| # Copyright 2023 The HuggingFace Inc. team. | |
| # | |
| # 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. | |
| import os | |
| import sys | |
| import unittest | |
| git_repo_path = os.path.abspath(os.path.dirname(os.path.dirname(os.path.dirname(__file__)))) | |
| sys.path.append(os.path.join(git_repo_path, "utils")) | |
| import get_test_info # noqa: E402 | |
| from get_test_info import ( # noqa: E402 | |
| get_model_to_test_mapping, | |
| get_model_to_tester_mapping, | |
| get_test_to_tester_mapping, | |
| ) | |
| BERT_TEST_FILE = os.path.join("tests", "models", "bert", "test_modeling_bert.py") | |
| BLIP_TEST_FILE = os.path.join("tests", "models", "blip", "test_modeling_blip.py") | |
| class GetTestInfoTester(unittest.TestCase): | |
| def test_get_test_to_tester_mapping(self): | |
| bert_test_tester_mapping = get_test_to_tester_mapping(BERT_TEST_FILE) | |
| blip_test_tester_mapping = get_test_to_tester_mapping(BLIP_TEST_FILE) | |
| EXPECTED_BERT_MAPPING = {"BertModelTest": "BertModelTester"} | |
| EXPECTED_BLIP_MAPPING = { | |
| "BlipModelTest": "BlipModelTester", | |
| "BlipTextImageModelTest": "BlipTextImageModelsModelTester", | |
| "BlipTextModelTest": "BlipTextModelTester", | |
| "BlipTextRetrievalModelTest": "BlipTextRetrievalModelTester", | |
| "BlipVQAModelTest": "BlipModelTester", | |
| "BlipVisionModelTest": "BlipVisionModelTester", | |
| } | |
| self.assertEqual(get_test_info.to_json(bert_test_tester_mapping), EXPECTED_BERT_MAPPING) | |
| self.assertEqual(get_test_info.to_json(blip_test_tester_mapping), EXPECTED_BLIP_MAPPING) | |
| def test_get_model_to_test_mapping(self): | |
| bert_model_test_mapping = get_model_to_test_mapping(BERT_TEST_FILE) | |
| blip_model_test_mapping = get_model_to_test_mapping(BLIP_TEST_FILE) | |
| EXPECTED_BERT_MAPPING = { | |
| "BertForMaskedLM": ["BertModelTest"], | |
| "BertForMultipleChoice": ["BertModelTest"], | |
| "BertForNextSentencePrediction": ["BertModelTest"], | |
| "BertForPreTraining": ["BertModelTest"], | |
| "BertForQuestionAnswering": ["BertModelTest"], | |
| "BertForSequenceClassification": ["BertModelTest"], | |
| "BertForTokenClassification": ["BertModelTest"], | |
| "BertLMHeadModel": ["BertModelTest"], | |
| "BertModel": ["BertModelTest"], | |
| } | |
| EXPECTED_BLIP_MAPPING = { | |
| "BlipForConditionalGeneration": ["BlipTextImageModelTest"], | |
| "BlipForImageTextRetrieval": ["BlipTextRetrievalModelTest"], | |
| "BlipForQuestionAnswering": ["BlipTextImageModelTest", "BlipVQAModelTest"], | |
| "BlipModel": ["BlipModelTest"], | |
| "BlipTextModel": ["BlipTextModelTest"], | |
| "BlipVisionModel": ["BlipVisionModelTest"], | |
| } | |
| self.assertEqual(get_test_info.to_json(bert_model_test_mapping), EXPECTED_BERT_MAPPING) | |
| self.assertEqual(get_test_info.to_json(blip_model_test_mapping), EXPECTED_BLIP_MAPPING) | |
| def test_get_model_to_tester_mapping(self): | |
| bert_model_tester_mapping = get_model_to_tester_mapping(BERT_TEST_FILE) | |
| blip_model_tester_mapping = get_model_to_tester_mapping(BLIP_TEST_FILE) | |
| EXPECTED_BERT_MAPPING = { | |
| "BertForMaskedLM": ["BertModelTester"], | |
| "BertForMultipleChoice": ["BertModelTester"], | |
| "BertForNextSentencePrediction": ["BertModelTester"], | |
| "BertForPreTraining": ["BertModelTester"], | |
| "BertForQuestionAnswering": ["BertModelTester"], | |
| "BertForSequenceClassification": ["BertModelTester"], | |
| "BertForTokenClassification": ["BertModelTester"], | |
| "BertLMHeadModel": ["BertModelTester"], | |
| "BertModel": ["BertModelTester"], | |
| } | |
| EXPECTED_BLIP_MAPPING = { | |
| "BlipForConditionalGeneration": ["BlipTextImageModelsModelTester"], | |
| "BlipForImageTextRetrieval": ["BlipTextRetrievalModelTester"], | |
| "BlipForQuestionAnswering": ["BlipModelTester", "BlipTextImageModelsModelTester"], | |
| "BlipModel": ["BlipModelTester"], | |
| "BlipTextModel": ["BlipTextModelTester"], | |
| "BlipVisionModel": ["BlipVisionModelTester"], | |
| } | |
| self.assertEqual(get_test_info.to_json(bert_model_tester_mapping), EXPECTED_BERT_MAPPING) | |
| self.assertEqual(get_test_info.to_json(blip_model_tester_mapping), EXPECTED_BLIP_MAPPING) | |