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SOIL Software Development Kit

Project description

SOIL SDK

The SOIL SDK allows users to develop and test applications that run on top of SOIL and modules and data structures that run in it.

Documentation

The main documentation page is here: https://developer.amalfianalytics.com/

Build Documentation

cd docs/website
yarn install
yarn build

Update autogenerated sdk documentation

cd ../..
pydoc-markdown

Update autogenerated library documentation

pydoc-markdown --search-path $LIBRARY_PATH/ehra pydoc-markdown-library.yml

Development

Local install:

rm -rf build/ ; rm -rf dist/ ; python setup.py sdist bdist_wheel && pip install dist/soil-sdk-*

Roadmap

MVP

  • Run pipelines - Done
  • Upload modules and data structures to the cloud - Done
  • Upload data - Done
  • soil cli with operations: login, init and run
  • Logging API - Done
  • Documentation - Done

Upcoming

  • Pipeline basic parallelization

More stuff

  • Expose parallelization API (be able to split modules in tasks)
  • Federated learning API
  • Modulify containers (the modules instead of code can be docker containers)

Similar tools

Project details


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