--- title: Upgrade Label Studio type: guide tier: opensource order: 96 order_enterprise: 0 meta_title: Upgrade Label Studio Community Edition meta_description: Documentation for upgrade paths and commands for Label Studio. section: "Install & Setup" --- When upgrading Label Studio, keep the following in mind: - **Backup Your Data**: Before starting the upgrade, make sure to back up your existing projects, databases, and any custom configurations. - **Review Release Notes**: Check [the release notes](https://github.com/HumanSignal/label-studio/releases) for the version you're upgrading to. Pay attention to any breaking changes or migration steps that may be required. - **Python Compatibility**: Ensure that your Python version is compatible with the new Label Studio release. Label Studio supports Python 3.9 through 3.13. Using an incompatible Python version can lead to installation errors. - **Check for Dependency Issues**: After upgrading, verify that all dependencies are correctly installed. If you encounter missing package errors, you might need to install those packages manually. Running Label Studio in a clean Python environment or virtual environment can reduce the likelihood of package conflicts. - **Test Your Setup**: After upgrading, test your Label Studio instance to ensure everything works as expected. Check key functionalities like task loading, labeling interfaces, data export, and any integrations you use. - **Troubleshoot Installation Issues**: If you encounter any issues during the upgrade, see [Troubleshoot installation issues](install_troubleshoot). ## Upgrade using pip ```bash pip install --upgrade label-studio ``` ## Upgrade using Docker 1. Stop the existing Label Studio container: ```bash docker ps # Find the container ID or name docker stop ``` 2. Pull the latest Label Studio Docker image: ```bash docker pull heartexlabs/label-studio:latest ``` 3. Start a new container with the latest image, using the same volume mappings as before: ```bash docker run -it -p 8080:8080 \ -v /path/to/yourdata:/label-studio/data \ -v /path/to/yourfiles:/label-studio/files \ heartexlabs/label-studio:latest ``` Replace `/path/to/yourdata` and /`path/to/yourfiles` with the actual paths you used previously. 4. Run database migrations (if necessary). If you encounter any issues after upgrading, you might need to run database migrations: ```bash docker exec -it bash cd /label-studio python manage.py migrate ``` 5. Open Label Studio in your browser at `http://localhost:8080` and check that your projects and data are accessible. ## Upgrade after installing from source If you installed Label Studio [using the source in Github](https://github.com/HumanSignal/label-studio), you can upgrade using the following steps.
If you're using Poetry ([see these instructions](install#Install-from-source)), upgrade with the following steps: 1. Navigate to your Label Studio directory (where you cloned the repository). 2. Fetch the latest changes from the repository: ```bash git pull ``` 3. If you want to upgrade to a specific version, list available tags and checkout the desired one. For example, to upgrade to version 1.14.0: ```bash git fetch --tags git checkout v1.14.0 ``` 4. Install updated dependencies using Poetry: ```bash poetry install ``` 5. Run database migrations to apply any updates to the database schema: ```bash poetry run python label_studio/manage.py migrate ``` 6. Collect static files: ```bash poetry run python label_studio/manage.py collectstatic ``` 7. Restart Label Studio: ```bash poetry run python label_studio/manage.py runserver ```
1. Navigate to your Label Studio directory (where you cloned the repository). 2. Fetch the latest changes from the repository: ```bash git pull ``` 1. If you want to upgrade to a specific version, list available tags and checkout the desired one. For example, to upgrade to version 1.14.0: ```bash git fetch --tags git checkout v1.14.0 ``` 1. Install updated dependencies: ```bash pip install -r requirements.txt ``` 1. Run database migrations to apply any updates to the database schema: ```bash python label_studio/manage.py migrate ``` 1. Collect static files: ```bash python label_studio/manage.py collectstatic ``` 1. Restart Label Studio: ```bash python label_studio/manage.py runserver ```
## Upgrade a Kubernetes installation See [Upgrade Label Studio using Helm](install_k8s#Upgrade-Label-Studio-using-Helm).