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Data science framework library

Project description

gaia-framework

gaia framework

#how to install pip install gaiaframework

#how to use ##list of commands:

  • gaia-cli - to get all cli options

  • gaia-cli generate project my-new-project - to generate new project named my-new-project

inside generated project folder

(cd my-new-folder)

  • gaia-cli g forcer my-new-forcer - creating new forcer (will be automatically injected to pipeline after last exist forcer)

  • gaia-cli g predictable my-new-predictable - creating new predictable (will be automatically injected to pipeline after last exist predictable)

  • gaia-cli run-server - will run local server with port 8080
    available endpoints depend on project
    http://localhost:8080/parse, http://localhost:8080/predict
    will validate input based on input scheme and execute pipeline
    http://localhost:8080/test
    will run mock test using Data science portal

  • gaia-cli create-deploy-files - deploy files generated automatically when creating new project this is an option to create all non exist deploy files,

    • if deploy file was deleted by mistake you can recreate it

    • if gaiaframework version was update with updated deploy files you can delete deploy files and recreate them

  • gaia-cli create-cloud-eval-files - cloud eval files this is an option to create all non exist cloud eval files

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