SMRTR ProgrammingJul 27, 2026Daily.dev

The ETL Pipeline Handbook: How to Build a Production-Grade Pipeline in Python

SMRTR summary

Build a production-grade Python ETL pipeline that pulls daily water-level readings from France's Hub'Eau API, cleans the data, and publishes it as a public Kaggle dataset. The tutorial covers idempotency, incremental loading, dataclass-based config, graceful API pagination, and robust type coercion — design decisions that keep an unattended, scheduled pipeline running reliably for years.

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