Package for maintaining robust, reproducible data management.
Project description
rushd
A package for maintaining robust, reproducible data management.
Rationale
Science relies on repeatable results. rushd
is a Python package that helps with this, both by making sure that the execution context (e.g. the state of all of the Pip packages) is saved, alongside helper functions that help you cleanly, but repeatedly, separate data from code.
Install
This package is on Pip, so you can just:
pip install rushd
Alternatively, you can get built wheels from the Releases tab on Github.
Quickstart
Simply import rushd
!
import rushd as rd
Documentation
See the documentation available at https://gallowaylabmit.github.io/rushd
Developer install
If you'd like to hack locally on rushd
, after cloning this repository:
$ git clone https://github.com/GallowayLabMIT/rushd.git
$ cd rushd
you can create a local virtual environment, and install rushd
in "development (editable) mode"
with the extra requirements for tests.
$ python -m venv env
$ .\env\Scripts\activate (on Windows)
$ source env/bin/activate (on Mac/Linux)
$ pip install -e .[dev]
After this 'local install', you can use and import rushd
freely without
having to re-install after each update.
Changelog
See the CHANGELOG for detailed changes.
## [0.4.1] - 2023-06-27
### Modified
- Updated the `rd.plot.plot_mapping` command to properly handle the single-numeric case.
## [0.4.0] - 2023-04-21
### Added
- `rd.plot.plot_well_metadata` to make nice plots corresponding to well metadata specified as a YAML file.
License
This is licensed by the MIT license. Use freely!
What does the name mean?
The name is a reference to Ibn Rushd, a Muslim scholar born in Córdoba who was responsible for translating and adding scholastic commentary to ancient Greek works, especially Aristotle. His translations spurred further translations into Latin and Hebrew, reigniting interest in ancient Greek works for the first time since the fall of the Roman empire.
His name is pronounced rush-id.
If we take the first and last letter, we also get rd
: repeatable data!
Project details
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