Analysis of the US pipeline incidents since Jan 2010
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Updated
Dec 11, 2017 - Jupyter Notebook
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spill
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Finds the skew that makes your Spark jobs list. Reads the event logs Spark already writes: stragglers with their cause (hot key vs slow node), spill, GC pressure, priced in drag seconds. No Spark install needed; 600MB logs parsed in 4s.
python performance spark data-engineering gc shuffle observability spill event-logs stragglers hot-key data-skew
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Updated
Jul 8, 2026 - Python
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