automat

What is it?

It is a tool to help with initial exploratory data analysis on the command line. It is meant to be used together with all the other great tools available.

Specifically, automat provides following functions to help you wrangle with your data:

• [ ] filter :toolbox: (in progress)
• [ ] mutate
• [ ] summarize
• [ ] arrange
• [ ] group_by
• [ ] other, SQL-like operations on your tabular data

Why?

Usage

Setup

Benchmarks

The csv used for benchmarking has 3173958 rows and a size of around 151M.

v0.0.4

| Command | Mean [s] | Min [s] | Max [s] | Relative | |:---|---:|---:|---:|---:| | target/release/atm test.csv filter "Population<1000000" | 1.360 ± 0.010 | 1.346 | 1.379 | 1.00 |