Battery Data Extractor

This directory contains utilities for converting battery testing data files from native formats to a standardized HDF5 file.

It also contains some scripts that run these utilities on datasets available to the ASOH project.

Installation

The package can be installed with pip, which will install the minimal amount of packages needed for this library to function:

pip install -r requirements.txt
pip install -e .

For development purposes, we recommend installing the library and all requirements using Anaconda rather than pip. Anaconda reliably gathers compatible versions of all libraries and we have the versions of the libraries fixed in that development environment. Install the environment using:

conda env create --file environment.yml --force

Project Organization

The scripts folder holds code that processes different datasets used by our collaboration.

Any logic that is general enough to warrant re-use is moved into the batdata Python package.

The Python package also holds the schemas, which are described in schemas.py.