Standardizing API Responses in Django REST Framework with a Custom Response Wrapper

Vincent Tommi · 2025-09-02T00:12:53+0100

Consistency in API responses is critical for building reliable, developer-friendly RESTful APIs. Django REST Framework (DRF) provides robust tools for API development, but its default responses may lack a uniform structure. This article demonstrates how to implement a custom_response function to standardize API outputs, using the TeamSizeViewSet—which manages team size categories (e.g., "1-10 employees")—as an example. Adhering to the KISS (Keep It Simple, Stupid) principle, we focus exclusively on the custom_response function and its integration.

The custom_response Function

The custom_response function wraps DRF's Response object to deliver a consistent JSON structure with three fields:

data: The payload (serialized data or null for errors/deletions).
message: A human-readable description of the action's outcome.
status: The HTTP status code, included for client-side clarity.

Here's the implementation:

Code:

python
from rest_framework.response import Response

def custom_response(data=None, message="", status_code=200):
    """
    A utility function to generate standardized API responses.

    Args:
        data (any, optional): The payload data to include in the response.
        message (str, optional): A descriptive message for the response.
        status_code (int, optional): The HTTP status code (defaults to 200).

    Returns:
        Response: A DRF Response object with a consistent structure.
    """
    response_data = {
        "data": data,
        "message": message,
        "status": status_code
    }
    return Response(response_data, status=status_code)

This function ensures predictable outputs across endpoints. For example, a successful response might be:

Code:

{
  "data": {"id": 1, "name": "1-10 employees"},
  "message": "TeamSize retrieved successfully",
  "status": 200
}

An error response could be:

Code:

{
  "data": null,
  "message": "TeamSize with the name '1-10 employees' already exists.",
  "status": 400
}

Applying custom_response in TeamSizeViewSet

The TeamSizeViewSet is a DRF ViewSet that manages team size categories. Below, we show its implementation, focusing on how custom_response standardizes responses for various operations.

Code:

from rest_framework import viewsets, status

class TeamSizeViewSet(viewsets.ModelViewSet):
    """
    A viewset for managing TeamSize instances.
    """
    queryset = TeamSize.objects.filter(deleted_at__isnull=True)
    serializer_class = TeamSizeSerializer

    def list(self, request, *args, **kwargs):
        serializer = self.get_serializer(self.get_queryset(), many=True)
        return custom_response(
            data=serializer.data,
            message="TeamSizes retrieved successfully",
            status_code=status.HTTP_200_OK
        )

    def retrieve(self, request, *args, **kwargs):
        instance = self.get_object()
        serializer = self.get_serializer(instance)
        return custom_response(
            data=serializer.data,
            message="TeamSize retrieved successfully",
            status_code=status.HTTP_200_OK
        )

    def create(self, request, *args, **kwargs):
        name = request.data.get("name", "").strip()
        # Enforce uniqueness among non-deleted entries (case-insensitive)
        if TeamSize.objects.filter(name__iexact=name, deleted_at__isnull=True).exists():
            return custom_response(
                data=None,
                message=f"TeamSize with the name '{name}' already exists.",
                status_code=status.HTTP_400_BAD_REQUEST
            )
        serializer = self.get_serializer(data=request.data)
        serializer.is_valid(raise_exception=True)
        serializer.save()
        return custom_response(
            data=serializer.data,
            message="TeamSize created successfully",
            status_code=status.HTTP_201_CREATED
        )

    def update(self, request, *args, **kwargs):
        partial = kwargs.pop('partial', False)
        instance = self.get_object()
        serializer = self.get_serializer(instance, data=request.data, partial=partial)
        serializer.is_valid(raise_exception=True)
        serializer.save()
        return custom_response(
            data=serializer.data,
            message="TeamSize updated successfully",
            status_code=status.HTTP_200_OK
        )

    def destroy(self, request, *args, **kwargs):
        instance = self.get_object()
        instance.soft_delete()
        return custom_response(
            data=None,
            message="TeamSize deleted successfully",
            status_code=status.HTTP_204_NO_CONTENT
        )

Step-by-Step Explanation of custom_response Usage

Here's how custom_response is applied in each TeamSizeViewSet method, emphasizing its role in standardizing responses:

List Method (GET /teamsizes/):

Serializes a collection of team sizes into data.
Uses custom_response to return the data with a success message ("TeamSizes retrieved successfully") and HTTP 200 status, ensuring a consistent format for bulk retrieval.

Retrieve Method (GET /teamsizes/{id}/):

Serializes a single team size into data.
Returns custom_response with the data, a success message ("TeamSize retrieved successfully"), and HTTP 200 status.

Create Method (POST /teamsizes/):

Checks for duplicate names (case-insensitive) among non-deleted records.
If a duplicate exists, returns custom_response with data=None, an error message (e.g., "TeamSize with the name '1-10 employees' already exists."), and HTTP 400 status.

Update Method (PUT/PATCH /teamsizes/{id}/):

Updates a team size and serializes the result into data.
Returns custom_response with the updated data, a success message ("TeamSize updated successfully"), and HTTP 200 status.

Destroy Method (DELETE /teamsizes/{id}/):

Performs a soft deletion via soft_delete (assumed to set deleted_at).
Returns custom_response with data=None, a success message ("TeamSize deleted successfully"), and HTTP 204 status, indicating no content as per REST standards.

Benefits of custom_response

Consistency: Delivers a uniform JSON structure (data, message, status) across all endpoints, simplifying client-side integration.
Error Handling: Provides clear error messages, such as for duplicate names, improving debugging and usability.
REST Compliance: Uses appropriate HTTP status codes (200, 201, 400, 204) to align with RESTful conventions.
Reusability: Easily applied to other ViewSets managing different models, reducing code duplication.

Conclusion
Implementing a custom_response function in Django REST Framework is a simple yet powerful way to standardize API responses. By wrapping responses in a consistent JSON structure, as demonstrated in the TeamSizeViewSet, developers can enhance API reliability, improve client-side integration, and streamline debugging with clear, context-specific messages. This approach not only aligns with RESTful principles but also scales effortlessly across multiple endpoints, making it an essential tool for building professional, maintainable APIs. Adopt this pattern to elevate your DRF projects with minimal effort and maximum impact.

Continue reading...

Standardizing API Responses in Django REST Framework with a Custom Response Wrapper

Vincent Tommi

Guest