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+ def to_representation(self, instance: Observation) -> dict[str, Any]: # noqa: C901 """Dynamically filter fields based on user authentication status.""" if not instance.municipality and instance.location: @@ -226,6 +226,9 @@ def to_representation(self, instance: Observation) -> dict[str, Any]: # noqa: C data: dict[str, Any] = super().to_representation(instance) observation_datetime = data.get('observation_datetime') + if 'created_by' not in data or data['created_by'] is None: + data['created_by_first_name'] = None + if isinstance(observation_datetime, date) and not isinstance(observation_datetime, datetime): data['observation_datetime'] = datetime.combine(observation_datetime, datetime.min.time()) diff --git a/vespadb/observations/views.py b/vespadb/observations/views.py index 79daa12..854588c 100644 --- a/vespadb/observations/views.py +++ b/vespadb/observations/views.py @@ -633,74 +633,46 @@ def save_observations(self, valid_data: list[dict[str, Any]]) -> Response: @method_decorator(ratelimit(key="ip", rate="60/m", method="GET", block=True)) @action(detail=False, methods=["get"], permission_classes=[AllowAny]) def export(self, request: Request) -> Response: - """Export observations data in the specified format with retry mechanism.""" - user = request.user - export_format = request.query_params.get("export_format", "json").lower() + export_format = request.query_params.get("export_format", "csv").lower() queryset = self.filter_queryset(self.get_queryset()) - serializer_class = self.get_serializer_class() - serializer_context = self.get_serializer_context() + paginator = Paginator(queryset, 1000) # Process in batches of 1000 items - paginator = Paginator(queryset, 1000) # Limiting to smaller batches serialized_data = [] errors = [] + # Loop through each page in the paginator for page_number in paginator.page_range: page = paginator.page(page_number) + try: - # Try serializing the entire page first - serializer = serializer_class(page, many=True, context=serializer_context) + # Try serializing the page + serializer = self.get_serializer(page, many=True) serialized_data.extend(serializer.data) except Exception as e: - logger.exception(f"Validation error in page {page_number}, processing individually.") + # Retry with backoff for individual objects on failure for obj in page.object_list: try: - # Retry the serialization of each object individually with backoff - serializer_data = retry_with_backoff( - lambda obj=obj: serializer_class(obj, context=serializer_context).data - ) - serialized_data.append(serializer_data.data) - except ValidationError as e: - errors.append({ - "id": obj.id, - "error": str(e), - "data": serializer_data.data if serializer_data else None, - }) - except OperationalError as e: - logger.exception(f"Database error for object {obj.id}: {e}") + serialized_obj = retry_with_backoff(lambda: self.get_serializer(obj).data) + serialized_data.append(serialized_obj) + except Exception as inner_error: errors.append({ "id": obj.id, - "error": "Database connection error", + "error": str(inner_error) }) - except Exception as e: - errors.append({ - "id": obj.id, - "error": e, - }) - - if errors: - logger.error(f"Errors during export: {errors}") - - # Handle the final export based on the requested format - if export_format == "json": - response_data = { - "data": serialized_data, - "errors": errors, - } - return JsonResponse(response_data, safe=False, json_dumps_params={"indent": 2}) - + if export_format == "csv": - response = HttpResponse(content_type="text/csv") - response["Content-Disposition"] = f'attachment; filename="observations_export_{user.username}.csv"' - if serialized_data: - headers = serialized_data[0].keys() - writer = csv.DictWriter(response, fieldnames=headers) - writer.writeheader() - writer.writerows(serialized_data) - return response - - return Response({"error": "Unsupported format specified."}, status=status.HTTP_400_BAD_REQUEST) - - + return self.export_as_csv(serialized_data) + + return JsonResponse({"data": serialized_data, "errors": errors}, safe=False) + + def export_as_csv(self, data: list[dict[str, Any]]) -> HttpResponse: + """Export the data as a CSV file.""" + response = HttpResponse(content_type="text/csv") + writer = csv.DictWriter(response, fieldnames=data[0].keys()) + writer.writeheader() + writer.writerows(data) + return response + @require_GET def search_address(request: Request) -> JsonResponse: """