A Django middleware for observability with OpenTelemetry, Prometheus, and structured logging
Project description
Django Observability
A production-ready Django middleware for comprehensive observability, integrating OpenTelemetry for distributed tracing, Prometheus for metrics, and structured logging with correlation ID tracking.
Features
- Distributed Tracing: Track request flows across services using OpenTelemetry with support for Jaeger, Zipkin, or OTLP exporters.
- Metrics Collection: Expose Prometheus metrics for HTTP requests, response sizes, and active request counts.
- Structured Logging: Log requests, responses, and exceptions in JSON format with correlation IDs.
- Async Support: Compatible with synchronous and asynchronous Django views.
- Configurable: Customize via Django settings or environment variables.
- Non-Intrusive: Minimal performance overhead with graceful error handling.
Installation
Install the package:
pip install django-observability
Add to INSTALLED_APPS in settings.py:
INSTALLED_APPS = [
...,
'django_observability',
]
Add the middleware to MIDDLEWARE in settings.py:
MIDDLEWARE = [
...,
'django_observability.middleware.ObservabilityMiddleware',
]
Configure in settings.py (optional):
DJANGO_OBSERVABILITY = {
'TRACING_ENABLED': True,
'METRICS_ENABLED': True,
'LOGGING_ENABLED': True,
'SERVICE_NAME': 'my-django-app',
'OTEL_EXPORTER': {
'endpoint': 'http://localhost:4317',
'protocol': 'grpc',
},
}
Add the metrics endpoint in urls.py:
from django.urls import path
from django_observability.metrics import metrics_view
urlpatterns = [
path('metrics/', metrics_view, name='metrics'),
]
Documentation
Detailed guides are available in the docs/ folder:
Examples
examples/basic_django_app/: Minimal Django app showcasing observability setup.examples/advanced_config/: Advanced configuration with custom metrics and tracing.
Requirements
- Python 3.10+
- Django 3.2 to 5.x
- See
requirements/base.txtfor full dependencies.
Contributing
Contributions are welcome! See CONTRIBUTING.md for details on setting up the development environment, code style, and submitting pull requests.
License
MIT License. See LICENSE for details.
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