tilo /smarter_csv
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.
- Stars
- 1,551 stars
- Forks
- 186 forks
- Language
- Ruby
- License
- MIT
- Created
- Jul 29, 2012
- Last push
- Oct 30, 2026
- Updated
- Nov 2, 2026
- csv
- csv-converter
- csv-export
- csv-file
- csv-files
- csv-format
- csv-import
- csv-parser
- csv-parsing
- csv-processing
- csv-processor
- csv-reader
- csv-reading
- csv-writer
- csv-writing
- csv-file-han
- cvs-ingestion
In the Repository Index from the Seed Dataset since Oct 22, 2026.
Star History
192 days recorded, Apr 26, 2026 – Nov 3, 2026 (UTC). Net change +36 stars.
The star count of each day is the latest count less the net stars of the later days.
Add this Star History to a README
The images follow the light or dark theme of the page that shows them, and update every hour. Add ?theme=light or ?theme=darkto the chart address to keep one theme.
Star History chart
[](https://awesomerepos.com/tilo/smarter_csv)Badge
[](https://awesomerepos.com/tilo/smarter_csv)Timeline
This repository got 9 stars on May 21, 2026, its largest day since Apr 26, 2026.
It gained stars on 20 of the 192 days with a record.
Its largest 7 days were May 21, 2026 to May 27, 2026: 20 stars.
It had 1,515 stars before Apr 26, 2026 and has 1,551 stars now: 3,449 fewer than 5,000.
- Created on the Repository Host
- Largest star day recorded: +9 stars
- +5 stars in one day
- +2 stars in one day
- Entered the Repository Index from the Seed Dataset
- Latest push
From the Repository Host's creation date and releases, the Admission, the Star History, and the Observations. Star milestones show only when the Star History records the day. On the chart of net stars each day, a solid line marks a release.
Forks and pushes
From 13 Observations, Oct 22, 2026 – Nov 3, 2026. Forks -1. A new push was seen on 3 of 12 days.
- Oct 23, 2026: no new push
- Oct 24, 2026: new push
- Oct 25, 2026: no new push
- Oct 26, 2026: no new push
- Oct 27, 2026: no new push
- Oct 28, 2026: new push
- Oct 29, 2026: no new push
- Oct 30, 2026: no new push
- Oct 31, 2026: new push
- Nov 1, 2026: no new push
- Nov 2, 2026: no new push
- Nov 3, 2026: no new push
A filled day: the last push time changed since the Observation before it.
Observations
What the Repository Host reported each day.
| Day (UTC) | Stars | Forks | Last push | Archived |
|---|---|---|---|---|
| Nov 3, 2026 | 1,551 | 186 | Oct 30, 2026 | No |
| Nov 2, 2026 | 1,552 | 186 | Oct 30, 2026 | No |
| Nov 1, 2026 | 1,552 | 186 | Oct 30, 2026 | No |
| Oct 31, 2026 | 1,552 | 186 | Oct 30, 2026 | No |
| Oct 30, 2026 | 1,552 | 186 | Oct 27, 2026 | No |
| Oct 29, 2026 | 1,552 | 186 | Oct 27, 2026 | No |
| Oct 28, 2026 | 1,552 | 186 | Oct 27, 2026 | No |
| Oct 27, 2026 | 1,552 | 185 | Oct 23, 2026 | No |
| Oct 26, 2026 | 1,552 | 185 | Oct 23, 2026 | No |
| Oct 25, 2026 | 1,552 | 185 | Oct 23, 2026 | No |
| Oct 24, 2026 | 1,552 | 185 | Oct 23, 2026 | No |
| Oct 23, 2026 | 1,552 | 187 | Oct 20, 2026 | No |
| Oct 22, 2026 | 1,552 | 187 | Oct 20, 2026 | No |