Starting with a pixi lockfile pixi.lock
, you can create a packed environment that can be shared with others.
This environment can be unpacked on any system using pixi-pack
to recreate the original environment.
In contrast to conda-pack
, pixi-pack
does not require the original conda environment to be present on the system for packing.
Instead, it uses the lockfile to download the required packages and puts them into a .tar
archive.
This archive can then be shared with others and installed using pixi-pack unpack
to recreate the original environment.
The original motivation behind pixi-pack
was to create a conda-pack
alternative that does not have the same reproducibility issues as conda-pack
.
It also aims to allow cross-platform building packs, so you can create a pack for win-64
on a linux-64
system.
You can install pixi-pack
using pixi
:
pixi global install pixi-pack
Or using cargo
:
cargo install --locked --git https://github.com/quantco/pixi-pack.git
Or by downloading our pre-built binaries from the releases page.
Instead of installing pixi-pack
globally, you can also use pixi exec
to run pixi-pack
in a temporary environment:
pixi exec pixi-pack pack
pixi exec pixi-pack unpack environment.tar
With pixi-pack pack
, you can pack a conda environment into a environment.tar
file:
pixi-pack pack --manifest-file pixi.toml --environment prod --platform linux-64
This will create a environment.tar
file that contains all conda packages required to create the environment.
# environment.tar
| pixi-pack.json
| environment.yml
| channel
| βββ noarch
| | βββ tzdata-2024a-h0c530f3_0.conda
| | βββ ...
| | βββ repodata.json
| βββ linux-64
| βββ ca-certificates-2024.2.2-hbcca054_0.conda
| βββ ...
| βββ repodata.json
With pixi-pack unpack environment.tar
, you can unpack the environment on your target system.
This will create a new conda environment in ./env
that contains all packages specified in your pixi.toml
.
It also creates an activate.sh
(or activate.bat
on Windows) file that lets you activate the environment
without needing to have conda
or micromamba
installed.
$ pixi-pack unpack environment.tar
$ ls
env/
activate.sh
environment.tar
$ cat activate.sh
export PATH="/home/user/project/env/bin:..."
export CONDA_PREFIX="/home/user/project/env"
. "/home/user/project/env/etc/conda/activate.d/activate_custom_package.sh"
Since pixi-pack
just downloads the .conda
and .tar.bz2
files from the conda repositories, you can trivially create packs for different platforms.
pixi-pack pack --platform win-64
Note
You can only unpack
a pack on a system that has the same platform as the pack was created for.
You can inject additional packages into the environment that are not specified in pixi.lock
by using the --inject
flag:
pixi-pack pack --inject local-package-1.0.0-hbefa133_0.conda --manifest-pack pixi.toml
This can be particularly useful if you build the project itself and want to include the built package in the environment but still want to use pixi.lock
from the project.
If you don't have pixi-pack
available on your target system, you can still install the environment if you have conda
or micromamba
available.
Just unarchive the environment.tar
, then you have a local channel on your system where all necessary packages are available.
Next to this local channel, you will find an environment.yml
file that contains the environment specification.
You can then install the environment using conda
or micromamba
:
tar -xvf environment.tar
micromamba create -p ./env --file environment.yml
# or
conda env create -p ./env --file environment.yml
Note
The environment.yml
and repodata.json
files are only for this use case, pixi-pack unpack
does not use them.