Ultra-fast Rust-powered Python async web framework
Project description
Ultra-Fast Python Web Framework
Rust-powered performance with Python simplicity
Installation • Quick Start • Features • Examples • Documentation
Why Cello?
Cello is an enterprise-grade Python web framework that combines Python's developer experience with Rust's raw performance. All HTTP handling, routing, JSON serialization, and middleware execute in native Rust while Python handles your business logic.
┌─────────────────────────────────────────────────────────────────┐
│ Request → Rust HTTP Engine → Python Handler → Rust Response │
│ │ │ │
│ ├─ SIMD JSON ├─ Return dict │
│ ├─ Radix routing └─ Return Response │
│ └─ Middleware (Rust) │
└─────────────────────────────────────────────────────────────────┘
⚡ Performance
Cello is the fastest Python web framework — benchmarked with wrk on the same machine, same worker count, same settings.
Benchmark Results (4 workers, 5 processes each, wrk -t12 -c400 -d10s)
| Framework | Server | Req/sec | Avg Latency | p99 Latency | Relative |
|---|---|---|---|---|---|
| Cello | Built-in (Rust/Tokio) | 170,000+ | 2.76ms | 15.34ms | 1.0x (fastest) |
| BlackSheep + Granian | Granian (Rust) | ~92,000 | 4.31ms | 12.63ms | 1.9x slower |
| FastAPI + Granian | Granian (Rust) | ~55,000 | 7.14ms | 16.86ms | 3.1x slower |
| Robyn | Built-in (Rust) | ~29,000 | 14.21ms | 37.91ms | 5.9x slower |
How to reproduce: See
benchmarks/compare/for the automated comparison runner. All frameworks use the same JSON endpoint, same process count, and samewrksettings for a fair comparison.
📦 Installation
pip install cello-framework
From source:
git clone https://github.com/jagadeesh32/cello.git
cd cello
pip install maturin
maturin develop
Requirements: Python 3.12+
🚀 Quick Start
from cello import App, Response
app = App()
@app.get("/")
def home(request):
return {"message": "Hello, Cello! 🎸"}
@app.get("/users/{id}")
def get_user(request):
return {"id": request.params["id"], "name": "John Doe"}
@app.post("/users")
def create_user(request):
data = request.json()
return Response.json({"id": 1, **data}, status=201)
if __name__ == "__main__":
app.run()
python app.py
# 🐍 Cello v1.0.1 server starting at http://127.0.0.1:8000
✨ Features
Core Features
| Feature | Description |
|---|---|
| 🚀 Blazing Fast | Tokio + Hyper async HTTP engine in pure Rust |
| 📦 SIMD JSON | SIMD-accelerated JSON parsing with simd-json |
| 🛤️ Radix Routing | Ultra-fast route matching with matchit |
| 🔄 Async/Sync | Support for both async def and regular def handlers |
| 🛡️ Middleware | Built-in CORS, logging, compression, rate limiting |
| 📐 Blueprints | Flask-like route grouping and modular apps |
| 🌐 WebSocket | Real-time bidirectional communication |
| 📡 SSE | Server-Sent Events for streaming |
| 📁 Multipart | File uploads and form data handling |
Security Features
| Feature | Description |
|---|---|
| 🔐 JWT Authentication | JSON Web Token with constant-time validation |
| 🛡️ CSRF Protection | Double-submit cookie and signed token patterns |
| ⏱️ Rate Limiting | Token bucket, sliding window, and adaptive algorithms |
| 🍪 Sessions | Secure cookie-based session management |
| 🔒 Security Headers | CSP, HSTS, X-Frame-Options, Referrer-Policy |
| 🔑 API Key Auth | Header and query parameter authentication |
Enterprise Features (v0.7.0+)
| Feature | Description |
|---|---|
| 📊 OpenTelemetry | Distributed tracing with W3C Trace Context |
| 🏥 Health Checks | Kubernetes-compatible liveness/readiness probes |
| 🗄️ Database Pooling | Connection pool management with metrics |
| 🔷 GraphQL | GraphQL endpoint with Playground UI |
| 💉 Dependency Injection | Type-safe DI with Singleton/Request/Transient scopes |
| 🛡️ Guards (RBAC) | Role & permission-based access control |
| 📈 Prometheus Metrics | Production-ready metrics at /metrics |
| 🔌 Circuit Breaker | Fault tolerance with automatic recovery |
Data Layer Features (v0.8.0)
| Feature | Description |
|---|---|
| 🗄️ Enhanced DB Pooling | Async connection pool with health monitoring & reconnection |
| 🔴 Redis Integration | Async Redis client with pool, Pub/Sub, cluster mode |
| 🔄 Transactions | Automatic transaction management with decorator support |
API Protocol Features (v0.9.0)
| Feature | Description |
|---|---|
| 🔷 GraphQL | Query, Mutation, Subscription decorators with Schema builder |
| 📊 DataLoader | N+1 prevention with automatic batching and caching |
| 🔌 gRPC | Service-based gRPC with unary, streaming, and bidirectional support |
| 📨 Kafka | Consumer/producer decorators with automatic message routing |
| 🐰 RabbitMQ | AMQP messaging with topic exchanges and prefetch control |
| ☁️ SQS/SNS | AWS message queue integration with LocalStack support |
Protocol Support
| Feature | Description |
|---|---|
| 🔒 TLS/SSL | Native HTTPS with rustls |
| ⚡ HTTP/2 | Multiplexed connections with h2 |
| 🚀 HTTP/3 | QUIC protocol support with quinn |
| 🏭 Cluster Mode | Multi-worker process deployment |
📘 Examples
Data Layer Features (v0.8.0)
from cello import App, DatabaseConfig, RedisConfig
from cello.database import transactional
app = App()
# Enable database connection pooling
app.enable_database(DatabaseConfig(
url="postgresql://user:pass@localhost/mydb",
pool_size=20,
max_lifetime_secs=1800
))
# Enable Redis connection
app.enable_redis(RedisConfig(
url="redis://localhost:6379",
pool_size=10
))
@app.post("/transfer")
@transactional
async def transfer(request):
# Automatic transaction management
return {"success": True}
@app.get("/")
def home(request):
return {"status": "ok", "version": "1.0.1"}
app.run()
API Protocol Features (v0.9.0)
from cello import App, GrpcConfig, KafkaConfig, RabbitMQConfig
from cello.graphql import Query, Mutation, Schema, DataLoader, GraphQL
from cello.grpc import GrpcService, grpc_method, GrpcServer
from cello.messaging import kafka_consumer, kafka_producer, Producer, Consumer
app = App()
# --- GraphQL ---
@Query
def users(info):
return [{"id": 1, "name": "Alice"}, {"id": 2, "name": "Bob"}]
@Mutation
def create_user(info, name: str, email: str):
return {"id": 3, "name": name, "email": email}
schema = Schema().query(users).mutation(create_user).build()
# --- gRPC ---
class UserService(GrpcService):
@grpc_method
async def get_user(self, request):
return {"id": request.data.get("id"), "name": "Alice"}
app.enable_grpc(GrpcConfig(port=50051, reflection=True))
app.add_grpc_service("UserService", ["GetUser", "ListUsers"])
# --- Kafka ---
app.enable_messaging(KafkaConfig(brokers="localhost:9092", group_id="my-app"))
@kafka_consumer(topic="user-events", group="processors")
async def handle_user_event(message):
print(f"Received: {message.text}")
@app.post("/users")
@kafka_producer(topic="user-events")
def create_user_api(request):
return {"id": 1, "name": request.json().get("name")}
# --- RabbitMQ ---
app.enable_rabbitmq(RabbitMQConfig(url="amqp://localhost:5672"))
@app.get("/")
def home(request):
return {"status": "ok", "version": "1.0.1", "protocols": ["graphql", "grpc", "kafka", "rabbitmq"]}
app.run()
Enterprise Features (v0.7.0+)
from cello import App, OpenTelemetryConfig, HealthCheckConfig, GraphQLConfig
app = App()
# Enable distributed tracing
app.enable_telemetry(OpenTelemetryConfig(
service_name="my-api",
otlp_endpoint="http://collector:4317",
sampling_rate=0.1
))
# Enable Kubernetes health checks
app.enable_health_checks(HealthCheckConfig(
base_path="/health",
include_details=True,
include_system_info=True
))
# Enable GraphQL with Playground
app.enable_graphql(GraphQLConfig(
path="/graphql",
playground=True,
introspection=True
))
# Enable Prometheus metrics
app.enable_prometheus(endpoint="/metrics")
@app.get("/")
def home(request):
return {"status": "ok", "version": "1.0.1"}
app.run()
Blueprints (Route Grouping)
from cello import App, Blueprint
api_v1 = Blueprint("/api/v1")
@api_v1.get("/users")
def list_users(request):
return {"users": [{"id": 1, "name": "Alice"}]}
@api_v1.post("/users")
def create_user(request):
return Response.json(request.json(), status=201)
app = App()
app.register_blueprint(api_v1)
app.run()
Guards (RBAC)
from cello import App, RateLimitConfig
app = App()
# Role-based access control
@app.add_guard
def require_auth(request):
return request.headers.get("Authorization") is not None
@app.add_guard
def require_admin(request):
token = request.headers.get("Authorization", "")
return "admin" in token
# Rate limiting
app.enable_rate_limit(RateLimitConfig.token_bucket(
capacity=100,
refill_rate=10
))
@app.get("/admin")
def admin_panel(request):
return {"message": "Welcome, Admin!"}
WebSocket
@app.websocket("/ws/chat")
def chat_handler(ws):
ws.send_text("Welcome to the chat!")
while True:
message = ws.recv()
if message is None:
break
ws.send_json({"type": "echo", "content": message.text})
Server-Sent Events
from cello import SseStream
@app.get("/events")
def event_stream(request):
stream = SseStream()
stream.add_event("update", '{"count": 42}')
stream.add_event("notification", '{"message": "New data"}')
return stream
Response Types
from cello import Response
# JSON (default)
return {"data": "value"}
# Explicit JSON with status
return Response.json({"created": True}, status=201)
# Other response types
return Response.text("Hello, World!")
return Response.html("<h1>Welcome</h1>")
return Response.file("/path/to/document.pdf")
return Response.redirect("/new-location")
return Response.no_content()
🏗️ Tech Stack
| Component | Technology |
|---|---|
| Runtime | Tokio (async Rust) |
| HTTP Server | Hyper 1.x |
| JSON | simd-json + serde |
| Routing | matchit (radix tree) |
| Python Bindings | PyO3 |
| TLS/SSL | rustls |
| HTTP/2 | h2 |
| HTTP/3 | quinn (QUIC) |
| Tracing | OpenTelemetry |
| Metrics | Prometheus |
| JWT | jsonwebtoken |
| gRPC | Custom Rust gRPC engine |
| GraphQL | Python engine with Rust serialization |
| Messaging | Kafka, RabbitMQ, SQS adapters |
🔒 Security
Cello is built with security as a priority:
- ✅ Constant-time comparison for passwords, API keys, and tokens
- ✅ CSRF protection with double-submit cookies and signed tokens
- ✅ Security headers (CSP, HSTS, X-Frame-Options, Referrer-Policy)
- ✅ Rate limiting with multiple algorithms
- ✅ Session security (Secure, HttpOnly, SameSite cookies)
- ✅ Path traversal protection in static file serving
- ✅ JWT blacklisting for token revocation
🛠️ Development
# Setup
git clone https://github.com/jagadeesh32/cello.git
cd cello
python -m venv .venv
source .venv/bin/activate
pip install maturin pytest
# Build
maturin develop
# Test
pytest tests/ -v
# Lint
cargo clippy
cargo fmt
📋 Release History
v1.0.1 — Cross-Platform & Compatibility Patch (Feb 2026)
- Windows multi-worker: subprocess re-execution (
CELLO_WORKER=1) replaces brokenmultiprocessing.Process - Windows signal handling:
SIGTERMwrapped intry/exceptwith platform validation - Windows static files: UNC path normalization fix
- ARM JSON fallback:
serde_jsonfor non-SIMD architectures - Linux-only CPU affinity: gated with warning on other platforms
- Async compatibility:
wrap_handler_with_validation,_apply_guards,cache()all support async handlers - Blueprint guards: Blueprint route decorators now support
guardsparameter and validation - Export completeness: Guards (
RoleGuard,PermissionGuard,Authenticated,And,Or,Not,GuardError,ForbiddenError,UnauthorizedError) and database (Database,Redis,Transaction) added to__all__
v1.0.0 — Production-Ready Stable Release (Feb 2026)
- 170,000+ req/s sustained throughput (fastest Python web framework)
- Handler metadata caching, lazy query parsing, zero-copy response building
- TCP_NODELAY, HTTP/1.1 keep-alive and pipeline flush optimization
- Pre-allocated headers, fast-path skip for empty middleware/guards
- Optimized release profile: LTO fat, panic abort, symbol stripping
- API stability guarantee under Semantic Versioning
- 394 tests passing, comprehensive security hardening
v0.10.0 — Event Sourcing, CQRS & Saga Pattern
- Event Sourcing: Aggregate root pattern, event store, snapshot support, event versioning
- CQRS: Command/Query buses, separate read/write models, event-driven sync
- Saga Pattern: Distributed transaction coordination, compensation logic, persistent state, retry with backoff
v0.9.0 — GraphQL, gRPC & Message Queues
- GraphQL: Query, Mutation, Subscription decorators, DataLoader for N+1 prevention, schema introspection
- gRPC: Protocol buffer integration, bidirectional streaming, gRPC-Web, reflection service
- Kafka: Consumer/producer decorators, consumer group management, dead letter queues
- RabbitMQ: AMQP messaging with topic exchanges and prefetch control
- SQS/SNS: AWS message queue integration with LocalStack support
v0.8.0 — Database & Redis Integration
- Enhanced database connection pooling (PostgreSQL, MySQL, SQLite) with health monitoring
- Redis async client with connection pooling, Pub/Sub, and cluster mode
- Query builder with parameterized queries
- Transaction management with
@transactionaldecorator and nested savepoints - Pool metrics exposed via Prometheus
v0.7.0 — Enterprise Observability
- OpenTelemetry distributed tracing with OTLP export
- Health check endpoints (
/health/live,/health/ready,/health/startup) - Structured JSON logging with trace context injection
- Kubernetes deployment support and Docker multi-stage builds
v0.6.0 — Smart Caching & Validation
@cachedecorator with TTL and tag-based invalidation- Adaptive rate limiting based on server health metrics
- DTO validation with RFC 7807 Problem Details errors
- Circuit breaker middleware for fault tolerance
- 15% faster JSON parsing, 20% lower memory usage
v0.5.0 — Dependency Injection & RBAC
- Dependency injection via
Dependswith singleton and transient lifetimes - Composable guards:
RoleGuard,PermissionGuard,AndGuard,OrGuard,NotGuard - Prometheus metrics endpoint (
/metrics) - OpenAPI 3.0 schema generation with Swagger UI and ReDoc
- Background tasks and Jinja2 template rendering
v0.4.0 — Security & Cluster Mode
- JWT authentication (HS256/384/512, RS256/384/512, ES256/384)
- Rate limiting with token bucket and sliding window algorithms
- Encrypted cookie sessions with automatic rotation
- Security headers: CSP, HSTS, X-Frame-Options, X-Content-Type-Options
- Cluster mode with multi-process workers via SO_REUSEPORT
- Native TLS via rustls (TLS 1.2 and 1.3)
v0.3.0 — Real-Time Communication
- WebSocket support via
tokio-tungstenitewith full-duplex communication - Server-Sent Events (SSE) with async generators
- Multipart form handling and file uploads via
multer - Blueprints for modular route organization with nesting
v0.2.0 — Middleware System
- Composable middleware chain execution
- CORS middleware with configurable origins, methods, and headers
- Request/response logging middleware
- Gzip and brotli compression middleware
v0.1.0 — Initial Release
- Rust-powered HTTP server via Hyper and Tokio
- Python route registration with decorators (
@app.get,@app.post, etc.) - Radix tree routing via matchit with path parameters and wildcards
- SIMD-accelerated JSON parsing via simd-json
- Async handler support and static file serving
- PyO3 abi3 bindings for Python 3.12+
📚 Documentation
Full documentation available at: cello-framework.vercel.app
🤝 Contributing
Contributions are welcome! Please see CONTRIBUTING.md for guidelines.
📄 License
MIT License - see LICENSE
👤 Author
Jagadeesh Katla - @jagadeesh32
Made with ❤️ using 🐍 Python and 🦀 Rust
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