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cvs-ingestion

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tilo / smarter_csv

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Fastest end-to-end CSV ingestion for Ruby (with C acceleration). SmarterCSV auto-detects formats, applies smart defaults, and returns Rails-ready hashes for seamless use with ActiveRecord, Sidekiq, parallel jobs, and S3 pipelines — even for messy user-uploaded real-world data.

csv-converter csv csv-files csv-format csv-reading csv-parser csv-reader csv-export csv-import csv-parsing csv-writer csv-file csv-processing csv-writing csv-processor csv-file-han cvs-ingestion
  • Updated Mar 3, 2026
  • Ruby

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