| @@ -4,13 +4,11 @@ import tempfile | |||||
| import logging | import logging | ||||
| import learnware | import learnware | ||||
| learnware.init(logging_level=logging.WARNING) | |||||
| from learnware.learnware import Learnware | from learnware.learnware import Learnware | ||||
| from learnware.client import LearnwareClient | from learnware.client import LearnwareClient | ||||
| from learnware.market import instantiate_learnware_market, BaseUserInfo, EasySemanticChecker | |||||
| from learnware.config import C | |||||
| from learnware.market import instantiate_learnware_market, BaseUserInfo | |||||
| learnware.init(logging_level=logging.WARNING) | |||||
| class TestSearch(unittest.TestCase): | class TestSearch(unittest.TestCase): | ||||
| @@ -11,9 +11,6 @@ from shutil import copyfile, rmtree | |||||
| from sklearn.metrics import mean_squared_error | from sklearn.metrics import mean_squared_error | ||||
| import learnware | import learnware | ||||
| learnware.init(logging_level=logging.WARNING) | |||||
| from learnware.market import instantiate_learnware_market, BaseUserInfo | from learnware.market import instantiate_learnware_market, BaseUserInfo | ||||
| from learnware.specification import RKMETableSpecification, generate_rkme_table_spec, generate_semantic_spec | from learnware.specification import RKMETableSpecification, generate_rkme_table_spec, generate_semantic_spec | ||||
| from learnware.reuse import HeteroMapAlignLearnware, AveragingReuser, EnsemblePruningReuser | from learnware.reuse import HeteroMapAlignLearnware, AveragingReuser, EnsemblePruningReuser | ||||
| @@ -21,7 +18,7 @@ from learnware.tests.templates import LearnwareTemplate, PickleModelTemplate, St | |||||
| from hetero_config import input_shape_list, input_description_list, output_description_list, user_description_list | from hetero_config import input_shape_list, input_description_list, output_description_list, user_description_list | ||||
| learnware.init(logging_level=logging.WARNING) | |||||
| curr_root = os.path.dirname(os.path.abspath(__file__)) | curr_root = os.path.dirname(os.path.abspath(__file__)) | ||||
| @@ -10,14 +10,12 @@ from sklearn.datasets import load_digits | |||||
| from sklearn.model_selection import train_test_split | from sklearn.model_selection import train_test_split | ||||
| import learnware | import learnware | ||||
| learnware.init(logging_level=logging.WARNING) | |||||
| from learnware.market import instantiate_learnware_market, BaseUserInfo | from learnware.market import instantiate_learnware_market, BaseUserInfo | ||||
| from learnware.specification import RKMETableSpecification, generate_rkme_table_spec, generate_semantic_spec | from learnware.specification import RKMETableSpecification, generate_rkme_table_spec, generate_semantic_spec | ||||
| from learnware.reuse import JobSelectorReuser, AveragingReuser, EnsemblePruningReuser, FeatureAugmentReuser | from learnware.reuse import JobSelectorReuser, AveragingReuser, EnsemblePruningReuser, FeatureAugmentReuser | ||||
| from learnware.tests.templates import LearnwareTemplate, PickleModelTemplate, StatSpecTemplate | from learnware.tests.templates import LearnwareTemplate, PickleModelTemplate, StatSpecTemplate | ||||
| learnware.init(logging_level=logging.WARNING) | |||||
| curr_root = os.path.dirname(os.path.abspath(__file__)) | curr_root = os.path.dirname(os.path.abspath(__file__)) | ||||