This module provides functionality to pack conda environments and their dependencies into a specified directory.
Project description
PACKING-PACKAGES
This module provides functionality to pack conda environments and their dependencies into a specified directory.
You can use this package to migrate a conda environment to another offline machine with the same operating system.
Install
# Need python, setuptools, pip package
pip install packing-packages
How to use
see --help.
Pack
packing-packages pack -d .
Install
packing-packages install .
Example
Source device
conda activate <envname>
python -m pip install packing-packages
python -m packing_packages pack -d .
Destination device (offline)
conda create -yn <envname> --offline
conda activate <envname>
conda install --use-local --offline ./conda/*
python -m pip install --no-deps --no-build-isolation ./pypi/*
Notes
Installing PyTorch from a Non-PyPI Source
If you want to use pip to download packages from a source other than PyPI (e.g., the official PyTorch index), standard methods may not complete successfully. Some packages may fail to download and must be handled manually. This process is complex, and automated support is not currently provided.
# Installation command
pip install torch==2.5.1 --index-url https://download.pytorch.org/whl/cu124
# Download command (without dependencies)
# --no-deps: download only the specified package
# -d: set the destination directory
pip download torch==2.5.1 --index-url https://download.pytorch.org/whl/cu124 --no-deps -d .
Handling Installation Failures with --use-pep517
Some older packages may not install successfully using pip install. In such cases, you may be able to install them manually using the --use-pep517 option:
pip install <package-name> --use-pep517
Choosing Between Standard Install Commands and packing-packages install
There are two main methods for installing packages:
- Using
conda installorpip install - Using the
packing-packages installcommand, which wraps these tools and provides error handling
| Command | Advantages | Disadvantages |
|---|---|---|
conda install / pip install |
Fast execution | Stops immediately upon error |
packing-packages install |
Skips failed packages and reports them | Slower installation process |
Packing an Environment Using a .yaml File
If you already have an environment file (.yaml), you can create and pack the environment on an online machine with the same OS:
Now you can pack them by using the following command even if the different OS;
packing-packages pack yaml /path/to/file.yaml
Using a Proxy (If Required)
If you are in an environment that requires a proxy, you may need to configure the proxy settings before downloading or installing packages:
export HTTP_PROXY="your proxy"
export HTTPS_PROXY="your proxy"
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