Science Score: 52.0%
This score indicates how likely this project is to be science-related based on various indicators:
-
✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
-
○Academic publication links
-
○Academic email domains
-
✓Institutional organization owner
Organization inm-4 has institutional domain (www.fz-juelich.de) -
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (11.6%) to scientific vocabulary
Repository
Jülich Advanced Imaging Library
Basic Info
Statistics
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 3
- Releases: 0
Metadata Files
README.md
JuART
Jülich Advanced Reconstruction Toolbox
Onboarding
Install Required Software
To set up your development environment, install the following:
- VS Code – Code editor with DevContainer support.
- Podman Desktop – GUI for managing Podman containers.
Note: After installing Podman Desktop, enable the Docker compatibility option in Settings > Experimental. Restart any open VS Code instances to apply the changes.
Install the Dev Containers extension in VS Code:
- Open VS Code.
- Go to Extensions (
Ctrl+Shift+X). - Search for Dev Containers.
- Install the extension from Microsoft or visit the repo.
Configure VS Code for Podman
Set the VS Code setting for Dev Containers > Containers: Docker Path path to podman.
This can also be done in the user settings JSON by adding the following line:
json
"dev.containers.dockerPath": "podman"
Clone the Repository
Ensure you have Git installed, then clone the repository:
sh
git clone git@github.com:inm-4/juart.git
cd juart
Sharing Git Credentials with the Container
To authenticate with Git inside the container, install Git and SSH on your host machine:
sh
git config --global user.name "Your Name"
git config --global user.email "your.email@address"
Ensure your SSH agent is running and your key is added:
sh
eval "$(ssh-agent -s)"
ssh-add ~/.ssh/id_rsa
For persistent SSH authentication, consider adding this to your ~/.bashrc or ~/.zshrc:
sh
if [ -z "$SSH_AUTH_SOCK" ]; then
eval "$(ssh-agent -s)"
ssh-add ~/.ssh/id_rsa
fi
More details: Sharing Git Credentials with Containers.
Open the Project in a DevContainer
- Open VS Code.
- Press
Ctrl+Shift+Pand select Dev Containers: Open Folder in Container…. - Choose the cloned QRAGE project folder.
- Wait for the container to build and start.
Once started, you're ready to code inside the containerized development environment.
Additional Configuration
Settings Configuration
To ensure that your local extensions are automatically installed inside a development container, you can configure the settings.json file of the Dev Containers extension. This approach ensures that all developers have the necessary extensions available without manual installation.
To configure this, follow these steps:
- Open Visual Studio Code.
- Open the command palette (Ctrl+Shift+P or Cmd+Shift+P).
- Type
Preferences: Open Settings (JSON)and select it. - Add the following configuration to your
settings.jsonfile:
json
{
"remote.containers.defaultExtensions": [
// Add your extensions here, for example:
// "continue.continue",
// "GitHub.copilot",
// ...
]
}
For more details: VS Code Dev Containers Documentation
Setting Up Pre-Commit Hooks
To ensure consistency, we use pre-commit hooks for automatic linting and formatting before committing changes.
Open a terminal inside VS Code. Make sure that the directory path is pointing to /workspaces/juart
Set up the pre-commit hook:
sh
pre-commit install
From now on, every time you commit code, pre-commit will automatically check and format files according to our rules.
For manual checks, you can run:
sh
pre-commit run --all-files
To verify if the pre-commit hook is active, run:
sh
ls -l .git/hooks/pre-commit
Sharing S3 Credentials with the Container
To authenticate with an S3 storage, you need to create a folder on the host machine containing the corresponding credentials. This folder should be located at ~/.aws/credentials.
The credentials file should be formatted as follows:
[default]
aws_access_key_id = YOUR_ACCESS_KEY_ID
aws_secret_access_key = YOUR_SECRET_ACCESS_KEY
Replace YOUR_ACCESS_KEY_ID and YOUR_SECRET_ACCESS_KEY with your actual AWS credentials.
Issues
Files Showing as Modified in Git
After opening the repository in the DevContainer, all files may appear as modified due to file mode changes:
diff --git a/<filename> b/<filename>
old mode 100644
new mode 100755
To prevent this issue, we use the following setting in devcontainer.json:
json
"postCreateCommand": "git config core.fileMode false"
For more details, see the related discussion: VS Code Remote Issue #1134.
Third-Party Licenses
This project uses third-party software. The licenses for these dependencies are included in the THIRD_PARTY_LICENSES.txt file.
Owner
- Name: Institute of Neuroscience and Medicine - Medical Imaging Physics (INM-4)
- Login: inm-4
- Kind: organization
- Location: Germany
- Website: https://www.fz-juelich.de/en/inm/inm-4
- Repositories: 1
- Profile: https://github.com/inm-4
Citation (CITATION.cff)
cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: Zimmermann
given-names: Markus
orcid: https://orcid.org/0000-0003-1273-5218
title: "Juelich Advanced Image Reconstruction Toolbox (JuART)"
version: 0.0.1
identifiers:
- type: doi
value: TBD
date-released: TBD
GitHub Events
Total
- Issues event: 2
- Delete event: 5
- Issue comment event: 1
- Push event: 34
- Public event: 1
- Pull request review comment event: 2
- Pull request review event: 5
- Pull request event: 8
- Create event: 8
Last Year
- Issues event: 2
- Delete event: 5
- Issue comment event: 1
- Push event: 34
- Public event: 1
- Pull request review comment event: 2
- Pull request review event: 5
- Pull request event: 8
- Create event: 8
Dependencies
- $BASE_CONTAINER latest build
- $BASE_CONTAINER latest build
- finufft *
- ismrmrd *
- torch >=2.0.0
- finufft *
- h5py *
- ipykernel *
- ipympl *
- ipywidgets *
- ismrmrd *
- matplotlib *
- numpy *
- s3fs *
- scikit-image *
- scipy *
- threadpoolctl *
- torch >=2.0.0
- tqdm *
- zarr *