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local-development-setup.rst

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Local Development Environment Setup

Prerequisite

Setup up your workstation for development and testing your code locally before you submit it as a OCI Data Science Job. This section will guide you on how to setup environment for -

  • Building an OCI Data Science compatible conda environments on your workstation or CICD pipeline and publishing to object storage
  • Developing and testing code with a conda environment that is compatible with OCI Data Science Notebooks and OCI Data Science Jobs
  • Developing and testing code for running Bring Your Own Container (BYOC) jobs.

Note

  • In this version you cannot directly access the Service provided conda environments from ADS CLI, but you can publish a service provided conda pack from an OCI Data Science Notebook session to your object storage bucket and then use the CLI to access the published version.
.. toctree::
  :hidden:
  :maxdepth: 1

  localdev/jobs_container_image
  localdev/vscode
  localdev/condapack
  localdev/jobs
  localdev/local_jobs
  localdev/local_pipelines
  localdev/local_deployment