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Algorithmic Trading

How to Process Massive CSV Files With DuckDB and Python Fast
16 mins read

How to Process Massive CSV Files With DuckDB and Python Fast

  • Algorithmic Trading
April 4, 2026 Silas MontgomeryTagged Algo trading

A 60GB CSV file lands in your AWS S3 bucket. Your data pipeline triggers, spins up a standard EC2 instance, and attempts to run pandas.read_csv() .

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