Install¶

conda install¶

Install the latest release from conda-forge using conda:

$ conda install -c conda-forge pycontrails

The conda-forge package includes all optional runtime dependencies.

pip install¶

With Python 3.10 or later, install the latest release from PyPI using pip:

# core installation
$ pip install pycontrails

# install with all optional dependencies
$ pip install "pycontrails[complete]"

Wheels are currently built and tested for python 3.10 - 3.13 on Linux, macOS, and Windows.

Install the latest development version directly from GitHub:

$ pip install git+https://github.com/contrailcirrus/pycontrails.git

Optional Dependencies¶

The pycontrails package uses optional dependencies for specific features:

# install all optional runtime dependencies
$ pip install "pycontrails[complete]"

# install specific optional dependencies
$ pip install "pycontrails[dev]"      # Development dependencies
$ pip install "pycontrails[docs]"     # Documentation / Sphinx dependencies
$ pip install "pycontrails[ecmwf]"    # ECMWF datalib interfaces
$ pip install "pycontrails[gcp]"      # Google Cloud Platform caching interface
$ pip install "pycontrails[gfs]"      # GFS datalib interfaces
$ pip install "pycontrails[jupyter]"  # Jupyter notebook and lab interface
$ pip install "pycontrails[vis]"      # Polygon construction methods and plotting support
$ pip install "pycontrails[zarr]"     # Load data from remote Zarr stores

# These packages may not support the latest python version
# and are excluded from "complete"
$ pip install "pycontrails[open3d]"   # Polyhedra contruction methods

See [project.optional-dependencies] in pyproject.toml for the latest optional dependencies.

Pre-built wheels¶

Wheels for common platforms are available on PyPI. Currently, wheels are available for:

Linux (x86_64)
macOS (x86_64 and arm64)
Windows (x86_64)

It’s possible to build the wheels from source using Cython and a C compiler with the usual pip install process. The source distribution on PyPI includes the C files, so it’s not necessary to have Cython installed to build from source.

Extensions¶

Some features of pycontrails are written as extensions that can be added manually:

BADA¶

This extension is private due to license restrictions

pycontrails-bada is an extension to interface with BADA aircraft performance data.

Reach out to info@contrails.org to request access.

Once provided access, install using:

Follow the instructions for your platform to install the gcloud CLI
Login to gcloud. For alternate auth methods, see Google Artifact Registry keyring docs

gcloud auth login

Install keyring for Google Artifact Registry

pip install keyring keyrings.google-artifactregistry-auth

Install pycontrails-bada package:

pip install --index-url https://us-central1-python.pkg.dev/contrails-301217/pycontrails/simple \
    pycontrails-bada

# or at a tag
pip install --index-url https://us-central1-python.pkg.dev/contrails-301217/pycontrails/simple \
    "pycontrails-bada==0.6.0"

Cirium¶

This extension is private due to license restrictions

pycontrails-cirium is an extension to the Cirium database of jet engines.

pip install "pycontrails-cirium @ git+ssh://git@github.com/contrailcirrus/pycontrails-cirium.git"

ACCF¶

Interface to DLR / UMadrid ACCF model.

pip install "climaccf @ git+ssh://git@github.com/dlr-pa/climaccf"