styxdocker
is a Python package that provides Docker integration for Styx compiled wrappers. It allows you to run Styx functions within Docker containers, offering improved isolation and reproducibility for your workflows.
You can install styxdocker
using pip:
pip install styxdocker
Here's a basic example of how to use styxdocker:
from styxdefs import set_global_runner
from styxdocker import DockerRunner
# Initialize the DockerRunner
runner = DockerRunner()
# Set the global runner for Styx
set_global_runner(runner)
# Now you can use any Styx functions as usual, and they will run in Docker containers
The DockerRunner
class accepts several parameters for advanced configuration:
image_overrides
: A dictionary to override container image tagsdocker_executable
: Path to the Docker executable (default: "docker")user_id
: User ID to run the container as (default: current user ID on POSIX systems)data_dir
: Directory for temporary data storageenviron
: Environment variables to set in the container
Example:
runner = DockerRunner(
image_overrides={"python:3.9": "my-custom-python:3.9"},
docker_executable="/usr/local/bin/docker",
user_id=1000,
data_dir="/tmp/styx_data",
environ={"PYTHONPATH": "/app/lib"}
)
styxdocker
provides a custom error class, StyxDockerError
, which is raised when a Docker execution fails. This error includes details about the return code, command arguments, and Docker arguments for easier debugging.
styxdocker
is designed to work on Linux, macOS, and Windows. On POSIX systems (Linux and macOS), it automatically uses the current user's ID for running containers, ensuring proper file permissions. On Windows, this feature is not available, but the package remains functional.
Contributions to styxdocker
are welcome! Please refer to the GitHub repository for information on how to contribute, report issues, or submit pull requests.
styxdocker
is released under the MIT License. See the LICENSE file for details.
For detailed API documentation, please visit our API Docs.
If you encounter any issues or have questions, please open an issue on the GitHub repository.
- Python 3.10+
- Docker installed and running on your system
Comparison with styxsingularity
While styxdocker
and styxsingularity
serve similar purposes, they have some key differences:
- Container Technology:
styxdocker
uses Docker, whilestyxsingularity
uses Singularity/Apptainer. - Platform Support:
styxdocker
works on Windows, Linux, and macOS, whereasstyxsingularity
is not supported on Windows. - User Permissions:
styxdocker
can run containers as the current user on POSIX systems, which can help with file permission issues.
Choose the package that best fits your infrastructure and requirements.