Collection of helper modules by Mutt Data.
Project description
muttlib 🐶📚
Description
Library with helper code to start a data-related project. By Mutt Data.
Current modules:
dbconn
: Somewhat homogeneus lib to access multiple DBs.file_processing
: Helpers for concurrent file processing.forecast
: Provides FBProphet a common interface to Sklearn and general utilities for forecasting problems, allowing wider and easier grid search for hyperparameters.utils
: A single version of miscellaneous functions needed every now and then.gsheetsconn
: Module to make data interactions to/from Google Sheets <> Pandas.gdrive
: Module that provides a UNIX-ish interface to GDrive.
Table of Contents
Installing from PyPi
Note: since version 1.4.13
, muttlib
is packaged and developed using poetry.
Base lib:
poetry add muttlib
Check below for available extras.
Parquet and Feather support:
poetry add muttlib -E pyarrow
Forecast:
poetry add muttlib -E forecast
Misc DB support for dbconn:
poetry add muttlib -E oracle
poetry add muttlib -E hive
poetry add muttlib -E postgres
poetry add muttlib -E mysql
poetry add muttlib -E sqlserver
poetry add muttlib -E mongo
poetry add muttlib -E ibis
Note: the ibis
extra requires installing binary packages. Check CONTRIBUTING.md for the full list.
Installing custom branches from the repos
From GitHub mirror:
poetry add -e git+https://github.com/MuttData/muttlib.git@AWESOME_FEATURE_BRANCH#egg=muttlib
From Gitlab main repo:
poetry add -e git+https://gitlab.com/mutt_data/muttlib.git@AWESOME_FEATURE_BRANCH#egg=muttlib
Usage
See the documentation to get started with muttlib
.
Contributing
We appreciate for considering to help out maintaining this project. If you'd like to contribute please read our contributing guidelines.
License
muttlib
is licensed under the Apache License 2.0.
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