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SOIL Software Development Kit

Project description


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.


The main documentation page is here:

Build Documentation

cd docs/website
yarn install
yarn build

Update autogenerated sdk documentation

cd ../..

Update autogenerated library documentation

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


Local install:

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



  • 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


  • 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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