smartsurge 0.0.4

Enhanced Requests Library with Adaptive Rate Limit Estimation

SmartSurge: Enhanced Requests Library with Adaptive Rate Limit Estimation

SmartSurge is a Python library that enhances the functionality of the requests library with automatic rate limit detection and enforcement, using a statistically rigorous approach.

Features

• Automatic Rate Limit Detection: Automatically detects rate limits through a principled search procedure.
• Resumable Streaming Requests: Supports resumable streaming for large downloads.
• Comprehensive Logging: Detailed logging of request history and rate limit estimation.
• Async Support: Includes asynchronous request methods using aiohttp.

Installation

pip install smartsurge

Quick Start

from smartsurge import SmartSurgeClient

# Create a client

client = SmartSurgeClient(base_url="https://api.example.com")

# Make requests - SmartSurge will automatically detect and respect rate limits

response, history = client.get("/endpoint")

# Get the detected rate limit

rate_limit = history.rate_limit
print(f"Detected rate limit: {rate_limit}")

# Streaming requests with resumability

from smartsurge import JSONStreamingRequest


result, history = client.stream_request(
    streaming_class=JSONStreamingRequest,
    endpoint="/large-dataset",
    state_file="download_state.json"  # For resumability
)

Documentation

In progress.

License

This project is licensed under the Apache 2.0 License - see the LICENSE file for details.