Trusted-AI / Trusted-AI/AIX360

More modular dependencies

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#98 3 comments 0 reactions 0 assignees View on GitHub

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Dominant language
Python
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Description

Our environments expand 5x in size because all these dependencies that we don't use are installed. It makes our CI builds take longer.
Offering something like extras_requires{'tensorflow': ['tensorflow>=1.14'], ...} should greatly help.
The docutils package isn't even necessary.

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First steps

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  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by locating the package dependency configuration and the CI setup that installs the full environment. Review how optional dependencies could cover unused packages such as tensorflow and whether docutils is needed; done means unused dependencies are no longer installed by default and CI builds are smaller and faster.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
build-system
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
30/100

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