# Copyright 2019 Huawei Technologies Co., Ltd # # 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. # ============================================================================ """Lineage utils.""" from functools import wraps from mindinsight.lineagemgr.common.exceptions.exceptions import LineageParamRunContextError, \ LineageGetModelFileError, LineageLogError from mindinsight.utils.exceptions import MindInsightException def enum_to_list(enum): return [enum_ele.value for enum_ele in enum] def try_except(logger): """ Catch or raise exceptions while collecting lineage. Args: logger (logger): The logger instance which logs the warning info. Returns: function, the decorator which we use to retry the decorated function. """ def try_except_decorate(func): @wraps(func) def wrapper(self, *args, **kwargs): try: func(self, *args, **kwargs) except (AttributeError, MindInsightException, LineageParamRunContextError, LineageLogError, LineageGetModelFileError, IOError) as err: logger.error(err) try: raise_except = self.raise_exception except AttributeError: raise_except = False if raise_except is True: raise return wrapper return try_except_decorate