From Failure to Flow: How I Used Polars to Conquer Memory Issues in Our Data Pipelines

Apr 26, 2025 · 8 min read · Ever been bogged down by data pipelines crashing due to memory issues? It's a frustratingly common problem in data engineering projects. This post chronicles my experience of identifying and resolving memory bottlenecks in our data processing using t...