Common functions for Data Science

Common libs used by SameSystem Data Science team.

Example Usage

# /opt/settings/config.yml
database:
  user: 'root'
# ----

from pathlib import Path
from samesyslib.utils import load_config

config_path = Path("/opt/settings/config.yml")
conf = load_config(config_path)

conf['database']['user']

# or

from samesyslib.db import DB
from samesyslib.db_config import DBConfig


db = DB(DBConfig().get_config())

Install

The latest stable version can always be installed or updated via pip:

pip install samesyslib

Test Coverage

pip install pytest-cov
python -m pytest --cov=samesyslib tests

Updating

After editing the functions, increment package version number in setup.py before pushing to master, so that pypi package can be automatically build. To update installed package:

pip install samesyslib --upgrade

Development Version

The latest development version can be installed directly from GitHub:

pip install git+https://github.com/samesystem-ds/samesyslib.git

License

Code and documentation are available according to the MIT License (see LICENSE).