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dataengineeringtoolkit's Introduction

Data Engineering Toolkit

A Package to help Handel Typical Data Engineering Tasks, including:

  • Scheduling
  • Storage
  • Formatting
  • Validation
  • Tagging / Labelling
  • Profiling
  • Cleaning
  • Transformations
  • Bussiness Rules
  • Encryption
  • State Machine (State Transition)

Status of the project

current_version = "2.0.0"

The Data Engineering Toolkit is still under initial development and is being tested with Python 3.11.4 version.

The Data Engineering Toolkit will follow semantic versioning for its releases, with a {major}.{minor}.{patch} scheme for versions numbers, where:

  • major versions might introduce breaking changes
  • minor versions usually introduce new features and might introduce deprecations
  • patch versions only introduce bug fixes

Replit development

poetry lock --no-update
poetry install -E dev

Install latest Build Using PyPi (NOT LIVE YET)

pip install data_engineering_toolkit

Local Setup

Windows

  • Open new terminal
    • "Windows-Key + R" will show you the 'RUN' box
    • Type "cmd" to open the terminal
cd <Path To>/DataEngineeringToolkit

python -m venv venv

venv\Scripts\activate

Linux / Mac

  • Open new terminal
    • "Control + Option + Shift + T" to open the terminal
cd <Path To>/DataEngineeringToolkit

python -m venv venv

source venv/bin/activate

Local development

(venv) python -m pip install -r requirements.txt

(venv) (venv) $ poetry init
(venv) poetry lock --no-update
(venv) poetry install -E dev

Build Package

(venv) bumpver update --minor
(venv) poetry build

Publish Test Package

(venv) poetry config repositories.testpypi https://test.pypi.org/legacy/
(venv) poetry publish -r testpypi

Publish Live Package

(venv) poetry publish

dataengineeringtoolkit's People

Contributors

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Stargazers

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Watchers

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