CODEWITHSUNDEEP
pythonpipanaconda
Marcel
Marcel

Reputation: 1048

Installing as many dependencies as possible for pip package using Anaconda

When I use conda environments I often find myself using packages that are only on PyPI requiring pip to install them, but for which many of the dependencies could be installed using conda. If I just install them using pip I'll end up with an environment with several pip-managed packages.

Currently I have to start a pip install (say for torchkge), and notice that it requires for instance pandas and starts downloading it. I ctrl+C and then conda install pandas before redoing the pip install until I see that pip sees that all of the dependencies are satisfied and none need to be installed.

Is there a simple way of doing this dependency check and installing the available dependencies with conda?

Upvotes: 1

Views: 227

Answers (1)

Vaibhav Jadhav
Vaibhav Jadhav

Reputation: 2076

You can use below command. For example if I need to check dependencies of Pandas:

pip show pandas

In result set you will find the modules required under Requires keyword.

OR

You can also use pipdeptree

$ pip install pipdeptree

then run

$ pipdeptree

and it will show you your dependencies in a tree form.

For pandas you can check:

$ pipdeptree -p pandas

Upvotes: 1

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