Spark Data Source API, step by step (CoinGecko)

Step‑by‑step guide: from a batch approach to a real streaming Data Source in PySpark 3.5.1. Defines schema, offsets, reader, and provider registration to use format("coingecko").

Step‑by‑step guide: from a batch approach to a real streaming Data Source in PySpark 3.5.1. Defines schema, offsets, reader, and provider registration to use format("coingecko").

Explore the on‑disk layout, commits, and checkpoints, and see why it matters for performance, maintenance, and troubleshooting in production.