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Enrich Developer Kit

Project description

Enrich is a customizable, privacy law-aware enterprise Feature Store of Scribble Data. This SDK is part of the feature store stack. It enables local development, testing and documentation of simple to complex feature transformations and other modules required for building and managing robust features.

This is not for general purpose use. Please get in touch with us at hello@scribbledata.io to discuss potential use of this SDK.

For enterprise users of Enrich, the documentation is available on the server. Please see the Developer section.

Usage

  1. sudo apt-get update

  2. sudo apt-get install python3.8-dev python3.8-venv

  3. python3 -m venv venv

  4. pip3 install wheel

  5. pip3 install enrichsdk

  6. enrichpkg start

Docs

  1. python3 -m venv venv

  2. pip3 install -r requirements.txt

  3. mkdocs serve

Updating Release Tag

  1. Add to $HOME/.bashrc. Make sure you source ~/.bashrc before using:

    function git_move_tag {
       git push origin; git tag -d $1; git tag $1 ; git push origin --tags --force
    }
    
    function git_push {
       git push origin $1; git push origin $1 --tags ;
       git push origin $1 refs/notes/*
    }
    
    function git_rm_tag {
       git push origin; git tag -d $1; git push --delete origin $1
    }
  2. Bump the version. Version is typically a.b.c:

    # activate the environment
    workon dev
    cd scribble-enrichsdk # cd to the root
    
    # If bumpversion doesnt exist
    pip install bump2version
    
    # Check existing tags once
    git tag -l
    
    # Bump the right version
    bumpversion patch # for updating c
    bumpversion minor # for updating b
    bumpversion major # for updating a
  3. Push the changes to github:

    # See above
    git_push master
  4. Update deployment version:

    cd scribble-deploy-v2/configuration
    
    # update enrichsdk_branch
    vi defaults.json
    
    # Make
    git commit -a -m "Updated enrichsdk version"
    
    git push origin
  5. Install at customer:

    cd scribble-deploy
    fab install_enrichsdk:role=demo
  6. Known issues

    The package dependencies are a jungle.Problematic packages include:

    boto3 botocore aiobotocore jupyter-events nbconvert

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