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tilo / smarter_csv

Author description: 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.

Repository stars
1,551All-time #30,898
Fork
186
Last push
updated 1 days ago
Repository created
since 2012
Apps & systemsGeneralRubyMIT · Permissive
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Original · GitHub
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.

Summarised by AI from the README; the original prevails

Author description: Author description: 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.

Basic listing based on official public information; functionality has not been independently evaluated.

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Pricing not verifiedCheck current official software, hosting, model and infrastructure pricing.

Star trend

1,5511,5521,55211-06 · 1,55110-0810-1310-1810-2310-2811-0211-06

First collected 2026-11-06Measured at 2026-11-06 12:09 UTCSourceLicense source

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