Premier
June 25, 2025 Β· View on GitHub
Premier is a versatile Python toolkit that can be used in three main ways:
- Lightweight Standalone API Gateway - Run as a dedicated gateway service
- ASGI App/Middleware - Wrap existing ASGI applications or add as middleware
- Decorator Mode - Use Premier decorators directly on functions for maximum flexibility
Premier transforms any Python web application into a full-featured API gateway with caching, rate limiting, retry logic, timeouts, and performance monitoring.
Premier comes with a nice dashboard for you to monitor your requests

Documentation
π Complete Documentation Site - Full documentation with examples, tutorials, and API reference
Quick links:
- Installation & Quick Start - Get started in minutes
- Configuration Guide - Complete YAML configuration reference
- Web Dashboard - Real-time monitoring and configuration management
- Examples - Complete examples and tutorials
Features
Premier provides enterprise-grade API gateway functionality with:
- API Gateway Features - caching, rate limiting, retry logic, and timeout, etc.
- Path-Based Policies - Different features per route with regex matching
- Load Balancing & Circuit Breaker - Round robin load balancing with fault tolerance
- WebSocket Support - Full WebSocket proxying with rate limiting and monitoring
- Web Dashboard - Built-in web GUI for monitoring and configuration management
- YAML Configuration - Declarative configuration with namespace support
... and more
Why Premier
Premier is designed for simplicity and accessibility - perfect for simple applications that need API gateway functionality without introducing complex tech stacks like Kong, Ambassador, or Istio.
Key advantages:
- Zero Code Changes - Wrap existing ASGI apps without modifications
- Simple Setup - Single dependency, no external services required
- Dual Mode Operation - Plugin for existing apps OR standalone gateway
- Python Native - Built for Python developers, integrates seamlessly
- Lightweight - Minimal overhead, maximum performance
- Hot Reloadable - Update configurations without restarts
Quick Start
Plugin Mode (Recommended)
How it works: Each app instance has its own Premier gateway wrapper
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β App Instance 1 β
β βββββββββββββββββββ βββββββββββββββββββββββββββββββββββ β
β β Premier ββββββ Your ASGI App β β
β β Gateway β β (FastAPI/Django/etc) β β
β β ββββββββββββ β β β β
β β βCache β β β @app.get("/api/users") β β
β β βRateLimit β β β async def get_users(): β β
β β βRetry β β β return users β β
β β βTimeout β β β β β
β β ββββββββββββ β β β β
β βββββββββββββββββββ βββββββββββββββββββββββββββββββββββ β
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You can keep your existing app.py file untouched
# app.py
from premier.asgi import ASGIGateway, GatewayConfig
from fastapi import FastAPI
# Your existing app - no changes needed
app = FastAPI()
@app.get("/api/users/{user_id}")
async def get_user(user_id: int):
return await fetch_user_from_database(user_id)
Next, import your app instance and wrap it with ASGIGateway:
# gateway.py
from .app import app
# Load configuration and wrap app
config = GatewayConfig.from_file("gateway.yaml")
app = ASGIGateway(config=config, app=app)
Then, instead of serving the original app directly, serve the one wrapped with ASGIGateway.
Standalone Mode
How it works: Single gateway handles all requests and forwards to backend services
βββββββββββββββββββββββ
Client Request β Premier Gateway β
β β ββββββββββββββββ β
β β β Cache β β
ββββββββββββββββΊ β RateLimit β β
β β Retry β β
β β Timeout β β
β β Monitoring β β
β ββββββββββββββββ β
βββββββ¬βββββββ¬βββββββββ
β β
βββββββββββ βββββββββββ
βΌ βΌ
βββββββββββββββββ βββββββββββββββββ
β Backend 1 β β Backend 2 β
β (Any Service) β β (Any Service) β
β β β β
β Node.js API β β Python API β
β Java Service β β .NET Service β
β Static Files β β Database β
βββββββββββββββββ βββββββββββββββββ
# main.py
from premier.asgi import ASGIGateway, GatewayConfig
config = GatewayConfig.from_file("gateway.yaml")
gateway = ASGIGateway(config, servers=["http://backend:8000"])
uvicorn src:main
Decorator Mode
How it works: Apply Premier features directly to individual functions with decorators - no ASGI app required
WebSocket Support
Premier supports WebSocket connections with the same feature set:
# WebSocket connections are automatically handled
# Configure WebSocket-specific policies in YAML:
premier:
paths:
- pattern: "/ws/chat/*"
features:
rate_limit:
quota: 100 # Max 100 connections per minute
duration: 60
monitoring:
log_threshold: 5.0 # Log connections lasting >5s
YAML Configuration
Configure gateway policies declaratively:
premier:
keyspace: "my-api"
paths:
- pattern: "/api/users/*"
features:
cache:
expire_s: 300
rate_limit:
quota: 100
duration: 60
algorithm: "sliding_window"
timeout:
seconds: 5.0
retry:
max_attempts: 3
wait: 1.0
monitoring:
log_threshold: 0.1
- pattern: "/api/admin/*"
features:
rate_limit:
quota: 10
duration: 60
algorithm: "token_bucket"
timeout:
seconds: 30.0
- pattern: "/ws/*"
features:
rate_limit:
quota: 50
duration: 60
algorithm: "sliding_window"
monitoring:
log_threshold: 1.0
default_features:
timeout:
seconds: 10.0
monitoring:
log_threshold: 0.5
Configuration Reference
Premier supports extensive configuration options for path-based policies. Here's a complete reference of all available configuration fields:
Top-Level Configuration
| Field | Type | Description | Default |
|---|---|---|---|
keyspace | string | Namespace for cache keys and throttling | "asgi-gateway" |
paths | array | Path-specific configuration rules | [] |
default_features | object | Default features applied to all paths | null |
servers | array | Backend server URLs for standalone mode | null |
Path Configuration
| Field | Type | Description | Example |
|---|---|---|---|
pattern | string | Path pattern (regex or glob-style) | "/api/users/*", "^/admin/.*$" |
features | object | Features to apply to this path | See feature configuration below |
Feature Configuration
Cache Configuration
| Field | Type | Description | Default | Example |
|---|---|---|---|---|
expire_s | integer | Cache expiration in seconds | null (no expiration) | 300 |
cache_key | string/function | Custom cache key | Auto-generated | "user:{user_id}" |
Rate Limiting Configuration
| Field | Type | Description | Default | Example |
|---|---|---|---|---|
quota | integer | Number of requests allowed | Required | 100 |
duration | integer | Time window in seconds | Required | 60 |
algorithm | string | Rate limiting algorithm | "fixed_window" | "sliding_window", "token_bucket", "leaky_bucket" |
bucket_size | integer | Bucket size (for leaky_bucket) | Same as quota | 50 |
error_status | integer | HTTP status code for rate limit errors | 429 | 503 |
error_message | string | Error message for rate limit errors | "Rate limit exceeded" | "Too many requests" |
Timeout Configuration
| Field | Type | Description | Default | Example |
|---|---|---|---|---|
seconds | float | Timeout duration in seconds | Required | 5.0 |
error_status | integer | HTTP status code for timeout errors | 504 | 408 |
error_message | string | Error message for timeout errors | "Request timeout" | "Request took too long" |
Retry Configuration
| Field | Type | Description | Default | Example |
|---|---|---|---|---|
max_attempts | integer | Maximum retry attempts | 3 | 5 |
wait | float/array/function | Wait time between retries | 1.0 | [1, 2, 4] |
exceptions | array | Exception types to retry on | [Exception] | Custom exceptions |
Circuit Breaker Configuration
| Field | Type | Description | Default | Example |
|---|---|---|---|---|
failure_threshold | integer | Failures before opening circuit | 5 | 10 |
recovery_timeout | float | Seconds before attempting recovery | 60.0 | 120.0 |
expected_exception | string | Exception type that triggers circuit | "Exception" | "ConnectionError" |
Monitoring Configuration
| Field | Type | Description | Default | Example |
|---|---|---|---|---|
log_threshold | float | Log requests taking longer than this (seconds) | 0.1 | 1.0 |
Complete Configuration Example
premier:
keyspace: "production-api"
servers: ["http://backend1:8000", "http://backend2:8000"]
paths:
- pattern: "/api/users/*"
features:
cache:
expire_s: 300
rate_limit:
quota: 1000
duration: 60
algorithm: "sliding_window"
error_status: 429
error_message: "Rate limit exceeded for user API"
timeout:
seconds: 5.0
error_status: 504
error_message: "User API timeout"
retry:
max_attempts: 3
wait: [1, 2, 4] # Exponential backoff
circuit_breaker:
failure_threshold: 5
recovery_timeout: 60.0
monitoring:
log_threshold: 0.1
- pattern: "/api/admin/*"
features:
rate_limit:
quota: 10
duration: 60
algorithm: "token_bucket"
error_status: 403
error_message: "Admin API rate limit exceeded"
timeout:
seconds: 30.0
error_status: 408
error_message: "Admin operation timeout"
monitoring:
log_threshold: 0.5
default_features:
timeout:
seconds: 10.0
rate_limit:
quota: 100
duration: 60
algorithm: "fixed_window"
monitoring:
log_threshold: 1.0
Algorithm Options
fixed_window: Simple time-based windowssliding_window: Smooth rate limiting over timetoken_bucket: Burst capacity with steady refill rateleaky_bucket: Queue-based rate limiting with controlled draining
Installation
pip install premier
For Redis support (optional):
pip install premier[redis]
Function Resilience Decorators
Premier includes powerful decorators for adding resilience to individual functions:
Retry Decorator
from premier.retry import retry
@retry(max_attempts=3, wait=1.0, exceptions=(ConnectionError, TimeoutError))
async def api_call():
# Your function with retry logic
return await make_request()
Timer Decorator
from premier.timer import timeit, timeout
@timeit(log_threshold=0.1) # Log calls taking >0.1s
async def slow_operation():
return await heavy_computation()
@timeout(seconds=5) # Timeout after 5 seconds
async def time_limited_task():
return await long_running_operation()
Framework Integration
Works with any ASGI framework:
# FastAPI
from fastapi import FastAPI
app = FastAPI()
# Starlette
from starlette.applications import Starlette
app = Starlette()
# Django ASGI
from django.core.asgi import get_asgi_application
app = get_asgi_application()
# Wrap with Premier
config = GatewayConfig.from_file("config.yaml")
gateway = ASGIGateway(config, app=app)
Production Deployment
# production.py
from premier.asgi import ASGIGateway, GatewayConfig
from premier.providers.redis import AsyncRedisCache
from redis.asyncio import Redis
# Redis backend for distributed caching
redis_client = Redis.from_url("redis://localhost:6379")
cache_provider = AsyncRedisCache(redis_client)
# Load configuration
config = GatewayConfig.from_file("production.yaml")
# Create production gateway
gateway = ASGIGateway(config, app=your_app, cache_provider=cache_provider)
# Deploy with uvicorn
if __name__ == "__main__":
import uvicorn
uvicorn.run(gateway, host="0.0.0.0", port=8000, workers=4)
Requirements
- Python >= 3.10
- Redis >= 5.0.3 (optional, for distributed deployments)
- PyYAML (for YAML configuration)
- aiohttp (optional, for standalone mode)
What's Next
- Web GUI
- Websocket Support
- Load Balancer
- Circuit Breaker
- Auth(OAuth, jwt, etc.)
- Authorization, Access control(RBAC, ABAC, Whitelist, etc.)
- MCP integration
License
MIT License