A python package for data analysis related to LEXI.
The next section of this document will guide you through the installation process of lexi.
Though it is not necessary, we strongly recommend that you install lexi in a virtual environment.
This will prevent any conflicts with other Python packages you may have installed.
A virtual environment is a self-contained directory tree that contains a Python installation for a particular version of Python, plus a number of additional packages. You can install packages into a virtual environment without affecting the system's Python installation. This is especially useful when you need to install packages that might conflict with other packages you have installed.
There are several ways to create a virtual environment. We recommend using python3 to do so.
For this exercise, we will assume that you have a directory called Documents/lexi where you will
install lexi and create your virtual environment. Please replace Documents/lexi with the actual
path to the directory where you want to install lexi and create your virtual environment.
- cd into
Documents/lexi
You can create a virtual environment called lexi_venv (or any other name you might like) using
python3 by running the following command:
python3 -m venv lexi_venvYou can activate the virtual environment by running the following command:
source lexi_venv/bin/activate .\lexi_venv\Scripts\activateYou can deactivate the virtual environment by running the following command:
deactivateAfter you have created and activated your virtual environment, you can install lexi from PyPI by running the following command:
pip install lexi_xrayAfter you have created and activated your virtual environment, you can install lexi directly from
GitHub by running the following command:
pip install git+https://github.com/Lexi-BU/lexiNOTE: This will install the latest version of lexi from the main branch. If you want to install a
specific version, please append the version number to the URL.
For example, if you want to install version 0.3.1, you can run the following command:
pip install git+https://github.com/Lexi-BU/[email protected]You can verify that lexi was installed by running the following command:
pip show lexi_xraywhich should produce output similar to the following:
Name: lexi_xray
Version: 0.0.1
Summary: Main repository for all data analysis related to LEXI
Home-page:
Author: qudsiramiz
Author-email: [email protected]
License: GNU GPLv3
Location: /home/cephadrius/Desktop/lexi_code_test_v2/lexi_test_v2/lib/python3.10/site-packages
Requires: cdflib, matplotlib, pandas, pytest, toml
Required-by:
You can also verify that lexi was installed by running the following command:
pip listwhich should produce output similar to the following:
Package Version
--------------- -------
.....................
kiwisolver 1.4.5
lexi_xray 0.4.1
matplotlib 3.8.2
numpy 1.26.4
.....................You can open a Python shell and import lexi by running the following command:
python
from lexi_xray import lexi as lexi
import lexi_xray
lexi_xray.__version__which should produce output similar to the following:
'0.4.1'If that worked, congratulations! You have successfully installed lexi.
NOTE: We will add more examples and tutorials in the future. For now, we will use a Jupyter Notebook
to demonstrate how to use lexi to analyze data from LEXI.
-
- If you haven't already, download the example notebook from the following link: Concise Tutorial
-
Open the notebook in Google Colab by clicking on the link above.
-
The notebook will then guide you through the process of using
lexito analyze data from LEXI. -
If you want to run the notebook on your local machine, you can download the notebook from the link above and run it in a Jupyter Notebook environment.
-
If you encounter any issues, please report them to us by creating an issue on our GitHub repository here.
If you use lexi in your research, please cite the following paper:
@Software{Qudsi2025,
author = {Qudsi, Ramiz and Chitty, Zoe and Connor, Cadin and Walsh, Brian},
title = {Lexi-BU/lexi: v0.4.0},
doi = {10.5281/zenodo.14606885},
url = {https://doi.org/10.5281/zenodo.14606885},
version = {v0.4.0},
month = jan,
publisher = {Zenodo},
path=Lexi-BU-lexi-e01a2a4 },
year = {2025},
}
