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Structured logging middleware for FastAPI with Loki integration

Project description

loki-middleware

Loki Middleware Python 3.8+ License: MIT PyPI version

Structured logging middleware for FastAPI with Loki integration.

Middleware that captures detailed HTTP request/response data and geolocation, sending structured logs to Loki for visualization in Grafana. OpenTelemetry / distributed-tracing correlation is currently a placeholder and requires additional configuration in the application (see notes below).

🎯 Features

  • Structured JSON Logging - Machine-readable logs with consistent schema
  • Loki Integration - Direct push to Grafana Loki for log aggregation
  • Distributed Tracing (partial) - trace/span correlation is a placeholder; full OpenTelemetry extraction requires configuring OpenTelemetry in your app and is not yet fully implemented in the middleware
  • Geolocation - Automatic IP geolocation (city, country, coordinates)
  • Request/Response Capture - Full body logging with content-type handling
  • Multiple Frameworks - FastAPI (current). Django integration is planned.
  • Performance Metrics - Request execution time tracking
  • Error Handling - Graceful degradation and error alerting
  • Customizable - Exclude paths, configure tags, adjust formatters
  • Production Ready - Error recovery, client disconnect handling

📦 Installation

pip install loki-middleware

Optional: With Django support (coming soon)

pip install loki-middleware[django]

Development dependencies

pip install loki-middleware[dev]

🚀 Quick Start

FastAPI Setup

from fastapi import FastAPI
from loki_middleware.fastapi.middleware import LokiLoggingMiddleware

app = FastAPI()

# Add middleware (current API)
app.add_middleware(
    LokiLoggingMiddleware,
    exclude_paths=["/health", "/metrics"]
)

@app.get("/")
async def root():
    return {"message": "Hello World"}

⚙️ Configuration

Environment Variables

# Loki server (full URL, e.g. http://127.0.0.1:3100/loki/api/v1/push)
LOKI_URL=http://127.0.0.1:3100/loki/api/v1/push

# Application metadata (used as static tags)
LOKI_APPLICATION=my-app
LOKI_ENVIRONMENT=production
LOKI_SERVICE=backend

# Optional request host override used by the middleware
REQUEST_HOST=api.example.com

# Optional: comma-separated sensitive fields to redact
LOKI_SENSITIVE_FIELDS=password,token,authorization
LOKI_MASK_VALUE=********

Configuration Notes

The repository does not currently expose a LokiConfig class. The middleware accepts the following runtime option when added to FastAPI:

  • exclude_paths (list): paths to ignore (default includes /health, /metrics, /docs)

Application / Loki connection metadata is read from environment variables (see the section above). A LokiConfig helper/constructor may be added in a future release.

📊 Logged Data

Request Information

{
  "request_id": "550e8400-e29b-41d4-a716-446655440000",
  "request_method": "POST",
  "request_path": "/api/users?page=1",
  "request_ip": "192.168.1.100",
  "request_host": "api.example.com",
  "request_origin": "https://app.example.com",
  "request_user_agent": "Mozilla/5.0...",
  "request_body": { "name": "John", "email": "john@example.com" },
  "request_location": "Paris, Île-de-France, France",
  "request_location_latlng": [48.8566, 2.3522]
}

Response Information

{
  "response_status": "successful",
  "response_status_code": 201,
  "response_time": "0.1234s",
  "response_type": "JSONResponse",
  "response_content_type": "application/json",
  "response_body": { "id": 123, "name": "John" }
}

Distributed Tracing

The middleware contains a placeholder for extracting OpenTelemetry trace/span context, but this is not yet active. If you configure OpenTelemetry in your app the trace/span may be available — full automatic correlation is planned in a follow-up release.

🔍 Query Examples in Grafana

All errors in production

{service="backend", environment="production"} | json | severity="error"

Slow requests (>1s)

{application="my-api"} | json | response_time > 1s

Failed API calls

{service="backend"} | json | response_status_code >= 400

By specific user location

{application="my-api"} | json | request_location=~"Paris.*"

📈 Performance Considerations

  • Geolocation caching: Consider implementing Redis caching for IP lookups
  • Body size limits: Large response bodies are truncated at ~1000 chars by the middleware; request bodies are currently captured fully (consider adding a request-size limit if needed)
  • Streaming responses: Handled by consuming and rebuilding the iterator; review memory implications for very large streams
  • Client disconnections: Gracefully handled without errors

🛠 Advanced Usage

Custom Exclude Paths

config = LokiConfig(
    exclude_paths=[
        "/health",
        "/metrics",
        "/static",
        "/admin"
    ]
)

OpenTelemetry Integration

OpenTelemetry correlation is currently a placeholder in the middleware (there are commented sections in the code). To get full trace/span correlation you should configure OpenTelemetry in your application and a follow-up release will add automatic extraction and enrichment of trace IDs.

📋 Planned Features

  • Django middleware
  • FastAPI dependency injection helper
  • Response time percentile tracking
  • LokiConfig helper/constructor and public API for runtime configuration
  • Improved OpenTelemetry automatic correlation

🧪 Testing

pytest tests/
pytest tests/test_fastapi.py -v
pytest tests/test_django.py -v

🤝 Contributing

Contributions welcome! Please:

  1. Fork the repository
  2. Create a feature branch
  3. Add tests
  4. Submit a pull request

📄 License

MIT License - see LICENSE file for details

🙏 Acknowledgments

📞 Support


Made with ❤️ for better observability

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