zeta-data-source

You can integrate new API data sources using aiohttp for non-blocking operations. This approach follows asynchronous patterns to fetch real-time data while managing connection pools and respecting external API rate limits.

Handling API rate limiting requires implementing retry logic with exponential backoff. This ensures data ingestion pipelines pause and retry requests automatically when encountering 429 errors, preventing temporary blocks from external data providers.

Building a non-blocking data ingestion pipeline involves using an asynchronous API client to fetch real-time prices and order book data. This ensures your backend service handles concurrent requests efficiently without blocking the event loop.

Using aiohttp is required to fetch external data sources asynchronously within this system. It provides the underlying asynchronous HTTP client necessary for non-blocking API requests and seamless data integration.

Managing secure API keys when connecting to data providers involves using established secure management patterns. This protects sensitive credentials during asynchronous data fetching and prevents unauthorized access to external feeds.