# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. # # 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 sys import traceback from paddle.fluid.dygraph.dygraph_to_static.origin_info import Location, OriginInfo, global_origin_info_map ERROR_DATA = "Error data about original source code information and traceback." def attach_error_data(error): """ Attachs error data about original source code information and traceback to an error. Args: error(Exception): An native error. Returns: An error attached data about original source code information and traceback. """ e_type, e_value, e_traceback = sys.exc_info() tb = traceback.extract_tb(e_traceback)[1:] error_data = ErrorData(e_type, e_value, tb, global_origin_info_map) setattr(error, ERROR_DATA, error_data) return error class TraceBackFrame(OriginInfo): """ Traceback frame information. """ def __init__(self, location, function_name, source_code): self.location = location self.function_name = function_name self.source_code = source_code class ErrorData(object): """ Error data attached to an exception which is raised in un-transformed code. TODO(liym27): Consider the case that op_callstack when error raised from c++ code """ def __init__(self, error_type, error_value, origin_traceback, origin_info_map): self.error_type = error_type self.error_value = error_value self.origin_traceback = origin_traceback self.origin_info_map = origin_info_map def create_exception(self): message = self.create_message() new_exception = self.error_type(message) setattr(new_exception, ERROR_DATA, self) return new_exception def create_message(self): """ Creates a custom error message which includes trace stack with source code information of dygraph from user. """ message_lines = [] # Step1: Adds header message to prompt users that the following is the original information. header_message = "In user code:" message_lines.append(header_message) message_lines.append("") # Step2: Optimizes stack information with source code information of dygraph from user. for filepath, lineno, funcname, code in self.origin_traceback: loc = Location(filepath, lineno) dygraph_func_info = self.origin_info_map.get(loc.line_location, None) if dygraph_func_info: # TODO(liym27): more information to prompt users that this is the original information. # Replaces trace stack information about transformed static code with original dygraph code. traceback_frame = self.origin_info_map[loc.line_location] else: traceback_frame = TraceBackFrame(loc, funcname, code) message_lines.append(traceback_frame.formated_message()) # Step3: Adds error message like "TypeError: dtype must be int32, but received float32". error_message = " " * 4 + traceback.format_exception_only( self.error_type, self.error_value)[0].strip("\n") message_lines.append(error_message) return '\n'.join(message_lines)