DevHacker Noonabout 2 hours ago
PySpark Tips for Production Data Pipelines
3 min read
Broadcast joins eliminate shuffles for large fact tables joined with small dimensions. Avoid.collect() and.toPandas() on massive datasets to prevent OOM crashes. Use OPTIMIZE with ZORDER BY for Delta Lake to compact small files into 128MB-512MB sizes.
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