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quickdraw - a cli plotting tool

Project description

qd

quick-draw: a cli plotting tool

qd is a command line tool to quickly make plots from csv and json files or streams. It is built on top of the pandas and plotly libraries.

Installation and usage

qd can be installed via pip install quick-draw. It requires Python 3.7+.

Basic usage

Make a quick plot using the first columns available and display the output right in the terminal.

cat data/trig.json | qd | imgcat

In addition to reading from stdin and writing to stdout, files can also be passed in as arguments.

qd -i data/trig.json -o trig.png

The output can also be shown in an interactive gui.

qd -i data/trig.json --gui

All the cli functionality available can be seen via the --help option.

qd --help

More examples

Mean in bins

Plot the mean values in some bins specifying the x and y columns.

cat data/trig.json | qd -x x -y sin,cos --mean | imgcat

Percentile in bins

Plot the 95th percentile values in 20 bins

cat data/trig.json | qd -x x -y sin --quant -q 95 --nbins 20  | imgcat

Histogram of values

Make a histogram from two sets of data using 20 bins.

cat data/dists.csv | qd -x gauss,expo --hist -n20 | imgcat

Local Development

Clone this repo from github and in a virtual environment do the following:

pip install .  # installs qd based on local code changes
pip install -r requirements-dev.txt  # installs extra packages for dev and testing

Tests can be run via:

pytest -n4

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