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BAEC Model Generator SDK

Python SDK to create Model Generators and add them into the BAEC platform.

Checked with mypy Code style: black Imports: isort Coverage Status

This repository is created by CEMS BV.

Installation

To install a package in this repository run:

$ pip install baec

ENV VARS

To use baec with FitCore to fit and predict settlements, add the follow ENV vars to your environment. Or provide them when asked.

* NUCLEI_TOKEN
    - Your NUCLEI user token

You can obtain your NUCLEI_TOKEN on NUCLEI. Go to personal-access-tokens and create a new user token.

Contribution

Environment

We recommend developing in Python 3.12 with a clean virtual environment (using virtualenv or conda), installing the requirements from the requirements.txt file:

Example using virtualenv and pip to install the dependencies in a new environment .env on Linux:

python -m venv .env
source .env/bin/activate
python -m pip install --upgrade pip setuptools
pip install -r requirements.txt
pip install -e .

Documentation

Build the docs:

python -m pip install --upgrade pip setuptools
pip install -r requirements.txt
pip install .

sphinx-build -b html docs public

Format

We format our code with black and isort.

black --config "pyproject.toml" src/baec tests example
isort --settings-path "pyproject.toml" src/baec tests example

Lint

To maintain code quality we use the GitHub super-linter.

To run the linters locally, run the run_super_linters.sh bash script from the root directory.

UnitTest

Test the software with the use of coverage:

set -a; source ./*.env; set +a
python -m pip install --upgrade pip setuptools
pip install -r requirements.txt
pip install -e .
coverage run -m pytest

Requirements

Requirements are autogenerated by the pip-compile command with python 3.10

Install pip-tools with:

pip install pip-tools

Generate requirements.txt file with:

pip-compile --extra=test --extra=lint --extra=docs --extra=aws --output-file=requirements.txt pyproject.toml

Update the requirements within the defined ranges with:

pip-compile --upgrade --extra=test --extra=lint --extra=docs --extra=aws --output-file=requirements.txt pyproject.toml