dr.rs

A toolkit to process data files (csv and parquet) using the command line, inspired by csvkit, with blazing speed, and powered by Rust.

You may wonder why I'm implementing this, since there's already xsv. There are two reasons for that:

This what I'm implementing to learn Rust
The Rust data ecosystem has evolved immensely since xsv was sarted. Now we can add things like SQL commands to filter csv files, or translate results to parquet files.

Example

$ head wine.csv
Wine,Alcohol,Malic.acid,Ash,Acl,Mg,Phenols,Flavanoids,Nonflavanoid.phenols,Proanth,Color.int,Hue,OD,Proline
1,14.23,1.71,2.43,15.6,127,2.8,3.06,.28,2.29,5.64,1.04,3.92,1065
1,13.2,1.78,2.14,11.2,100,2.65,2.76,.26,1.28,4.38,1.05,3.4,1050
1,13.16,2.36,2.67,18.6,101,2.8,3.24,.3,2.81,5.68,1.03,3.17,1185
1,14.37,1.95,2.5,16.8,113,3.85,3.49,.24,2.18,7.8,.86,3.45,1480
1,13.24,2.59,2.87,21,118,2.8,2.69,.39,1.82,4.32,1.04,2.93,735
1,14.2,1.76,2.45,15.2,112,3.27,3.39,.34,1.97,6.75,1.05,2.85,1450
1,14.39,1.87,2.45,14.6,96,2.5,2.52,.3,1.98,5.25,1.02,3.58,1290
1,14.06,2.15,2.61,17.6,121,2.6,2.51,.31,1.25,5.05,1.06,3.58,1295
1,14.83,1.64,2.17,14,97,2.8,2.98,.29,1.98,5.2,1.08,2.85,1045

$ cat wine.csv | dr sql "select Wine, avg(Alcohol) from this group by Wine" | dr print
shape: (3, 2)
┌──────┬───────────┐
│ Wine ┆ Alcohol   │
│ ---  ┆ ---       │
│ i64  ┆ f64       │
╞══════╪═══════════╡
│ 3    ┆ 13.15375  │
├╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌┤
│ 1    ┆ 13.744746 │
├╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌┤
│ 2    ┆ 12.278732 │
└──────┴───────────┘

Performance

Built standing on the shoulders of giants

None of this would be possible without Polars

2.1 KiB Raw Blame History

dr.rs

Example

Performance

Built standing on the shoulders of giants

2.1 KiB

Raw Blame History