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Add section about error formatting
- Include a bunch of things for `utils.py`
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README.md
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README.md
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@ -30,6 +30,7 @@ Expect often updates as we discuss & decide upon different things.
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- [Exception Handling](#exception-handling)
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* [Raising Exceptions in Services / Selectors](#raising-exceptions-in-services--selectors)
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* [Handle Exceptions in APIs](#handle-exceptions-in-apis)
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* [Error formatting](#error-formatting)
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- [Testing](#testing-1)
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* [Naming conventions](#naming-conventions)
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* [Example](#example)
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@ -646,6 +647,92 @@ class CourseCreateApi(
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All of code above can be found in `utils.py` in this repository.
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### Error formatting
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Next step is to generalize the format of the errors we get from our APIs. This will ease the process of displaying errors to the end user, via JavaScript.
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If we have a standard serializer and there is error with one of the fields, the message we get by default looks like this:
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```python
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{
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"url": [
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"This field is required."
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]
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}
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```
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If we have a validation error with just a message (`raise ValidationError('Something is wrong.')`), it will look like this:
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```python
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[
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"some error"
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]
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```
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Anoter error format may look like this:
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```python
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{
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"detail": "Method \"GET\" not allowed."
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}
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```
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Those are 3 different ways of formatting for our errors. Luckily, DRF provides a way for us to provide our own custom exception handling, where we can plug in with the formatting we want: <https://www.django-rest-framework.org/api-guide/exceptions/#custom-exception-handling>
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In our projects, we follow this general way of formatting errors:
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```python
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{
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"errors": [
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{
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"message": "Error message",
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"code": "Some code",
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"field": "field_name"
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},
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{
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"message": "Error message",
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"code": "Some code",
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"field": "nested.field_name"
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},
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]
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}
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```
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If we raise a `ValidationError`, then field is optional.
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In order to acheive that, we implement a custom exception handler:
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```python
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from rest_framework.views import exception_handler
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def exception_errors_format_handler(exc, context):
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response = exception_handler(exc, context)
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# If unexpected error occurs (server error, etc.)
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if response is None:
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return response
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formatter = ErrorsFormatter(exc)
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response.data = formatter()
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return response
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```
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which needs to be to the `REST_FRAMEWORK` project settings:
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```python
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REST_FRAMEWORK = {
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'EXCEPTION_HANDLER': 'project.app.handlers.exception_errors_format_handler',
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...
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}
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```
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The magic happens in the `ErrorsFormatter` class. The implementation of that class can be found in the `utils.py` file, located in that repo.
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Combining `ApiErrorsMixin`, the custom exception handler & the errors formatter class, we can have predictable behavior in our APIs, when it comes to errors.
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## Testing
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In our Django projects, we split our tests depending on the type of code they represent.
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148
utils.py
148
utils.py
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@ -1,6 +1,10 @@
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from rest_framework import serializers
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from rest_framework import exceptions as rest_exceptions
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from rest_framework.views import exception_handler
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from rest_framework.settings import api_settings
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from rest_framework import exceptions
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from django.core.exceptions import ValidationError
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@ -39,7 +43,7 @@ def get_error_message(exc):
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return error_msg
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class ExceptionHandlerMixin:
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class ApiErrorsMixin:
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"""
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Mixin that transforms Django and Python exceptions into rest_framework ones.
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without the mixin, they return 500 status code which is not desired.
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@ -58,3 +62,145 @@ class ExceptionHandlerMixin:
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return super().handle_exception(drf_exception)
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return super().handle_exception(exc)
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class ErrorsFormatter:
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"""
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The current formatter gets invalid serializer errors,
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uses DRF standart for code and messaging
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and then parses it to the following format:
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{
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"errors": [
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{
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"message": "Error message",
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"code": "Some code",
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"field": "field_name"
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},
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{
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"message": "Error message",
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"code": "Some code",
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"field": "nested.field_name"
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},
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...
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]
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}
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"""
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FIELD = 'field'
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MESSAGE = 'message'
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CODE = 'code'
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ERRORS = 'errors'
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def __init__(self, exception):
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self.exception = exception
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def __call__(self):
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if hasattr(self.exception, 'get_full_details'):
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formatted_errors = self._get_response_json_from_drf_errors(
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serializer_errors=self.exception.get_full_details()
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)
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else:
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formatted_errors = self._get_response_json_from_error_message(message=str(self.exception))
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return formatted_errors
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def _get_response_json_from_drf_errors(self, serializer_errors=None):
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if serializer_errors is None:
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serializer_errors = {}
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if type(serializer_errors) is list:
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serializer_errors = {
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api_settings.NON_FIELD_ERRORS_KEY: serializer_errors
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}
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list_of_errors = self._get_list_of_errors(errors_dict=serializer_errors)
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response_data = {
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self.ERRORS: list_of_errors
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}
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return response_data
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def _get_response_json_from_error_message(self, *, message='', field=None, code='error'):
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response_data = {
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self.ERRORS: [
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{
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self.MESSAGE: message,
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self.CODE: code
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}
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]
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}
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if field:
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response_data[self.ERRORS][self.FIELD] = field
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return response_data
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def _unpack(self, obj):
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if type(obj) is list and len(obj) == 1:
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return obj[0]
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return obj
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def _get_list_of_errors(self, field_path='', errors_dict=None):
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"""
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Error_dict is in the following format:
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{
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'field1': {
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'message': 'some message..'
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'code' 'some code...'
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},
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'field2: ...'
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}
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"""
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if errors_dict is None:
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return []
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message_value = errors_dict.get(self.MESSAGE, None)
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# Note: If 'message' is name of a field we don't want to stop the recursion here!
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if message_value is not None and\
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(type(message_value) in {str, exceptions.ErrorDetail}):
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if field_path:
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errors_dict[self.FIELD] = field_path
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return [errors_dict]
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errors_list = []
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for key, value in errors_dict.items():
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new_field_path = '{0}.{1}'.format(field_path, key) if field_path else key
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key_is_non_field_errors = key == api_settings.NON_FIELD_ERRORS_KEY
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if type(value) is list:
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current_level_error_list = []
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new_value = value
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for error in new_value:
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# if the type of field_error is list we need to unpack it
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field_error = self._unpack(error)
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if not key_is_non_field_errors:
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field_error[self.FIELD] = new_field_path
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current_level_error_list.append(field_error)
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else:
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path = field_path if key_is_non_field_errors else new_field_path
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current_level_error_list = self._get_list_of_errors(field_path=path, errors_dict=value)
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errors_list += current_level_error_list
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return errors_list
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def exception_errors_format_handler(exc, context):
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response = exception_handler(exc, context)
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# If unexpected error occurs (server error, etc.)
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if response is None:
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return response
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formatter = ErrorsFormatter(exc)
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response.data = formatter()
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return response
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