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How to configure Python pip to look for packages in a private index first?

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When I run pip install foo, pip looks for foo in PyPi.

I want it to look for it first in a private repo, let's say pypi.bar.com. Only if foo cannot be found in pypi.bar.com, should pip then look for it in PyPi.

How can I configure pip to do this?

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The pip command accepts an option --index-url to specify the primary index (defaults to PyPI) and zero or more --extra-index-url options to specify secondary indices. So for your use case, try

pip install --index-url https://pypi.bar.com/simple --extra-index-url https://pypi.org/simple foo

(where I had to assume that your index uses https:// and /simple for the actual index). If you want to configure this permanently and globally, add to your pip.conf

[global]
index-url = https://pypi.bar.com/simple
extra-index-url = https://pypi.org/simple

If you want to switch between these two, perhaps instead define a shell function with these options for when you want to use them.

ipi () {
    local cmd=$1
    shift
    pip "$1" --index-url https://pypi.bar.com/simple \
        --extra-index-url https://pypi.org/simple "$@"
}

(This is for Bourne-compatible shells; if you are on Windows or using some more arcane shell, see their docs.)

See also the pip install section and the pip.conf section of the pip documentation.

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