A Python logging handler for Google Cloud Logging with FastAPI integration and request tracing support
Project description
Cloud Logging Handler
A Python logging handler for Google Cloud Logging with FastAPI integration and request tracing support.
Features
- Structured JSON Logging: Outputs logs in Google Cloud Logging's structured format
- Request Tracing: Automatic trace context propagation via
X-Cloud-Trace-Contextheader - Log Aggregation: Aggregates all logs within a single request into one log entry
- Severity Tracking: Automatically tracks the highest severity level per request
- FastAPI Integration: Built-in error handlers for seamless FastAPI integration
- Custom JSON Encoder: Support for high-performance JSON libraries (e.g.,
ujson) - Zero Dependencies: Core handler has no external dependencies
Installation
# Using uv (recommended)
uv add cloud-logging-handler
# Using pip
pip install cloud-logging-handler
# With FastAPI support
uv add "cloud-logging-handler[fastapi]"
# With ujson for better performance
uv add "cloud-logging-handler[ujson]"
# With all optional dependencies
uv add "cloud-logging-handler[all]"
Quick Start
Basic Usage
import logging
from cloud_logging_handler import CloudLoggingHandler
# Create handler
handler = CloudLoggingHandler(
trace_header_name="X-Cloud-Trace-Context",
project="your-gcp-project-id"
)
# Configure logging
logger = logging.getLogger()
logger.addHandler(handler)
logger.setLevel(logging.DEBUG)
# Log messages
logger.info("Hello, Cloud Logging!")
FastAPI Integration
import logging
import os
from fastapi import FastAPI, Request
from cloud_logging_handler import CloudLoggingHandler, RequestLogs, add_error_handler
app = FastAPI()
# Initialize handler
handler = CloudLoggingHandler(
trace_header_name="X-Cloud-Trace-Context",
project=os.environ.get("GCP_PROJECT"),
)
# Configure logging
logger = logging.getLogger()
logger.addHandler(handler)
logger.setLevel(logging.DEBUG)
# Add middleware for request context
@app.middleware("http")
async def logging_middleware(request: Request, call_next):
request.state.token = handler.set_request(RequestLogs(request, {}))
response = await call_next(request)
handler.flush()
return response
# Add error handlers
add_error_handler(app, logging_handler=handler)
@app.get("/")
async def root():
logging.info("Processing request")
return {"message": "Hello World"}
Using with ujson
For better JSON serialization performance:
import ujson
from cloud_logging_handler import CloudLoggingHandler
handler = CloudLoggingHandler(
trace_header_name="X-Cloud-Trace-Context",
json_impl=ujson,
project="your-gcp-project-id"
)
Log Output Format
The handler outputs structured JSON logs compatible with Google Cloud Logging:
{
"severity": "INFO",
"name": "root",
"process": 12345,
"message": "https://example.com/api/endpoint",
"logging.googleapis.com/trace": "projects/your-project/traces/abc123",
"logging.googleapis.com/spanId": "def456",
"lines": [
{
"pathname": "main.py",
"lineno": 42,
"message": "Processing request"
},
{
"pathname": "main.py",
"lineno": 45,
"message": "Request completed"
}
]
}
Configuration
CloudLoggingHandler Parameters
| Parameter | Type | Description |
|---|---|---|
trace_header_name |
str |
HTTP header name for trace context (e.g., X-Cloud-Trace-Context) |
json_impl |
module |
Custom JSON encoder module (must have dumps method) |
project |
str |
GCP project ID for trace URL construction |
Environment Variables
| Variable | Description |
|---|---|
GCP_PROJECT |
Google Cloud Project ID |
How It Works
- Request Start: Middleware creates a
RequestLogscontext - Log Accumulation: All log calls within the request are accumulated
- Severity Tracking: The highest severity level is tracked
- Trace Extraction: Trace context is extracted from request headers
- Request End:
flush()emits all accumulated logs as a single structured entry
This approach provides several benefits:
- Correlate all logs from a single request
- View logs grouped by trace in Cloud Console
- Reduce log volume while maintaining detail
Development
Setup
# Clone the repository
git clone https://github.com/yourusername/cloud-logging-handler.git
cd cloud-logging-handler
# Install with dev dependencies using uv
uv sync --all-extras
# Run tests
uv run pytest
# Run linting
uv run ruff check .
uv run ruff format .
# Run type checking
uv run mypy cloud_logging_handler
Running the Example
# Set environment variable
export GCP_PROJECT="your-project-id"
# Run example server
uv run python examples/fastapi_app.py
Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
- Fork the repository
- Create your feature branch (
git checkout -b feature/amazing-feature) - Commit your changes (
git commit -m 'Add some amazing feature') - Push to the branch (
git push origin feature/amazing-feature) - Open a Pull Request
License
This project is licensed under the MIT License - see the LICENSE file for details.
Acknowledgments
- Inspired by Google Cloud Logging documentation
- Built for use with FastAPI
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