Conda version pip install -r requirements.txt --target ./lib

PipInstallationAnacondaVirtualenvConda

Pip Problem Overview


What is the conda version of this?

pip install -r requirements.txt --target ./lib

I've found these commands:

while read requirement; do conda install --yes $requirement; done < requirements.txt

But it doesn't tell how to specify --target ./lib

Pip Solutions


Solution 1 - Pip

You can run conda install --file requirements.txt instead of the loop, but there is no target directory in conda install. conda install installs a list of packages into a specified conda environment.

Solution 2 - Pip

To create an environment named py37 with python 3.7, using the channel conda-forge and a list of packages:

conda create -y --name py37 python=3.7
conda install --force-reinstall -y -q --name py37 -c conda-forge --file requirements.txt
conda activate py37
...
conda deactivate

Flags explained:

  • -y: Yes, do not ask for confirmation.
  • --force-reinstall: Install the package even if it already exists.
  • -q: Quiet, do not display progress bar.
  • -c: Channels, additional channels to search for packages. These are URLs searched in the order

Alternatively you can create an environment.yml file instead of requirements.txt:

name: py37
channels:
  - conda-forge
dependencies:
  - python=3.7
  - numpy=1.9.*
  - pandas

Use these commands to create and activate the conda environment based on the specifications in the Yaml file:

conda env create --file environment.yml
conda activate py37

Use this command to list the environments you have:

conda info --envs

Use this command to remove the environment:

conda env remove --name py37

New! The ansible-role dockpack.base_conda can manage conda environments on Linux, Mac and Windows, and can be used to create a docker image with custom conda environments.

Solution 3 - Pip

You can always try this:

/home/user/anaconda3/bin/pip install -r requirements.txt

This simply uses the pip installed in the conda environment. If pip is not preinstalled in your environment you can always run the following command

conda install pip

Solution 4 - Pip

A quick search on the conda official docs will help you to find what each flag does.

So far:

  • -y: Do not ask for confirmation.

  • -f: I think it should be --file, so it read package versions from the given file.

  • -q: Do not display progress bar.

  • -c: Additional channel to search for packages. These are URLs searched in the order

Solution 5 - Pip

would this work?

cat requirements.txt | while read x; do conda install "$x" -p ./lib ;done

or

conda install --file requirements.txt -p ./lib

Attributions

All content for this solution is sourced from the original question on Stackoverflow.

The content on this page is licensed under the Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) license.

Content TypeOriginal AuthorOriginal Content on Stackoverflow
Questionvineeth kanaparthiView Question on Stackoverflow
Solution 1 - PipphdView Answer on Stackoverflow
Solution 2 - PipbbaassssiieeView Answer on Stackoverflow
Solution 3 - PipAmrit DasView Answer on Stackoverflow
Solution 4 - PipKingDarBojaView Answer on Stackoverflow
Solution 5 - Pipjohn.da.costaView Answer on Stackoverflow