kludex/starlette
The little ASGI framework that shines. 🌟
Lightweight ASGI web framework for building async Python web services
HTTP requests flow through middleware stack, get routed to endpoints, and responses flow back through middleware
Under the hood, the system uses 1 feedback loop, 2 data pools, 2 control points to manage its runtime behavior.
Structural Verdict
A 12-component repository with 8 connections. 68 files analyzed. Loosely coupled — components are relatively independent.
How Data Flows Through the System
HTTP requests flow through middleware stack, get routed to endpoints, and responses flow back through middleware
- ASGI Receive — Incoming HTTP/WebSocket connection received from ASGI server
- Middleware Processing — Request passes through middleware stack (errors, auth, CORS)
- Route Matching — Router matches URL path to endpoint using path patterns and convertors
- Endpoint Execution — Function or class-based endpoint processes request and returns response
- Background Tasks — Optional async tasks scheduled to run after response is sent
- Response Middleware — Response flows back through middleware stack in reverse order
- ASGI Send — Final response sent to client via ASGI server
System Behavior
How the system actually operates at runtime — where data accumulates, what loops, what waits, and what controls what.
Data Pools
Per-request state dictionary for sharing data between middleware and endpoints
Global application state shared across all requests
Feedback Loops
- Exception Handling Loop (retry, balancing) — Trigger: Unhandled exception in endpoint or middleware. Action: Look up exception handler and generate error response. Exit: Error response sent or re-raise if no handler.
Delays & Async Processing
- Background Task Execution (async-processing, ~variable) — Tasks run after response is sent, allowing cleanup without blocking client
- Threadpool Operations (async-processing, ~variable) — Sync functions run in thread pool to avoid blocking event loop
Control Points
- Debug Mode (feature-flag) — Controls: Whether detailed tracebacks are shown in error responses. Default: false
- CORS Configuration (runtime-toggle) — Controls: Cross-origin request handling policies and headers. Default: null
Technology Stack
Async I/O abstraction supporting asyncio and trio backends
Form data and file upload parsing
Optional template rendering support
HTTP client for TestClient implementation
Test framework
Static type checking
Python linting and formatting
Modern Python packaging backend
Key Components
- Starlette (class) — Main application class that combines routing, middleware, and ASGI protocol handling
starlette/applications.py - Router (class) — Handles URL pattern matching and dispatches requests to appropriate endpoints
starlette/routing.py - BaseMiddleware (class) — Abstract base class for creating middleware that processes requests and responses
starlette/middleware/base.py - Request (class) — Wraps ASGI HTTP scope and provides methods for accessing request data, form parsing, JSON
starlette/requests.py - Response (class) — Base response class with status codes, headers, and async content streaming
starlette/responses.py - WebSocket (class) — Handles WebSocket connections with methods for accepting, sending, receiving messages
starlette/websockets.py - HTTPEndpoint (class) — Class-based endpoint that dispatches HTTP methods to corresponding handler methods
starlette/endpoints.py - BackgroundTasks (class) — Manages async tasks that run after the response is sent to the client
starlette/background.py - ExceptionMiddleware (class) — Catches and handles exceptions, mapping them to appropriate HTTP error responses
starlette/middleware/exceptions.py - CORSMiddleware (class) — Handles Cross-Origin Resource Sharing headers and preflight requests
starlette/middleware/cors.py - FormParser (class) — Parses multipart form data and URL-encoded forms into structured data
starlette/formparsers.py - Config (class) — Environment variable configuration management with type conversion and validation
starlette/config.py
Configuration
starlette/formparsers.py (python-dataclass)
field_name(str, unknown) — default: ""data(bytearray, unknown) — default: field(default_factory=bytearray)item_headers(list[tuple[bytes, bytes]], unknown) — default: field(default_factory=list)
tests/test_responses.py (python-dataclass)
headers(dict[bytes, bytes], unknown)data(bytes, unknown)
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Frequently Asked Questions
What is starlette used for?
Lightweight ASGI web framework for building async Python web services kludex/starlette is a 12-component repository written in Python. Loosely coupled — components are relatively independent. The codebase contains 68 files.
How is starlette architected?
starlette is organized into 5 architecture layers: ASGI Interface, Middleware Stack, Routing Engine, Request/Response, and 1 more. Loosely coupled — components are relatively independent. This layered structure keeps concerns separated and modules independent.
How does data flow through starlette?
Data moves through 7 stages: ASGI Receive → Middleware Processing → Route Matching → Endpoint Execution → Background Tasks → .... HTTP requests flow through middleware stack, get routed to endpoints, and responses flow back through middleware This pipeline design reflects a complex multi-stage processing system.
What technologies does starlette use?
The core stack includes anyio (Async I/O abstraction supporting asyncio and trio backends), python-multipart (Form data and file upload parsing), jinja2 (Optional template rendering support), httpx (HTTP client for TestClient implementation), pytest (Test framework), mypy (Static type checking), and 2 more. A focused set of dependencies that keeps the build manageable.
What system dynamics does starlette have?
starlette exhibits 2 data pools (Request State, Application State), 1 feedback loop, 2 control points, 2 delays. The feedback loops handle retry. These runtime behaviors shape how the system responds to load, failures, and configuration changes.
What design patterns does starlette use?
5 design patterns detected: ASGI Protocol, Middleware Stack, Dependency Injection, Exception Handler Registry, Async Context Managers.
Analyzed on March 31, 2026 by CodeSea. Written by Karolina Sarna.