|
| 1 | +--- |
| 2 | +title: Upgrade Label Studio |
| 3 | +type: guide |
| 4 | +tier: opensource |
| 5 | +order: 96 |
| 6 | +order_enterprise: 0 |
| 7 | +meta_title: Upgrade Label Studio Community Edition |
| 8 | +meta_description: Documentation for upgrade paths and commands for Label Studio. |
| 9 | +section: "Install & Setup" |
| 10 | +--- |
| 11 | + |
| 12 | +When upgrading Label Studio, keep the following in mind: |
| 13 | + |
| 14 | +- **Backup Your Data**: Before starting the upgrade, make sure to back up your existing projects, databases, and any custom configurations. |
| 15 | +- **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. |
| 16 | +- **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. |
| 17 | +- **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. |
| 18 | +- **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. |
| 19 | +- **Troubleshoot Installation Issues**: If you encounter any issues during the upgrade, see [Troubleshoot installation issues](install_troubleshoot). |
| 20 | + |
| 21 | + |
| 22 | + |
| 23 | +## Upgrade using pip |
| 24 | + |
| 25 | +```bash |
| 26 | + pip install --upgrade label-studio |
| 27 | +``` |
| 28 | + |
| 29 | + |
| 30 | +## Upgrade using Docker |
| 31 | + |
| 32 | +1. Stop the existing Label Studio container: |
| 33 | + ```bash |
| 34 | + docker ps # Find the container ID or name |
| 35 | + docker stop <container_id_or_name> |
| 36 | + ``` |
| 37 | +2. Pull the latest Label Studio Docker image: |
| 38 | + ```bash |
| 39 | + docker pull heartexlabs/label-studio:latest |
| 40 | + ``` |
| 41 | +3. Start a new container with the latest image, using the same volume mappings as before: |
| 42 | + ```bash |
| 43 | + docker run -it -p 8080:8080 \ |
| 44 | + -v /path/to/yourdata:/label-studio/data \ |
| 45 | + -v /path/to/yourfiles:/label-studio/files \ |
| 46 | + heartexlabs/label-studio:latest |
| 47 | + ``` |
| 48 | + Replace `/path/to/yourdata` and /`path/to/yourfiles` with the actual paths you used previously. |
| 49 | +4. Run database migrations (if necessary). |
| 50 | + |
| 51 | + If you encounter any issues after upgrading, you might need to run database migrations: |
| 52 | + |
| 53 | + ```bash |
| 54 | + docker exec -it <container_id_or_name> bash |
| 55 | + cd /label-studio |
| 56 | + python manage.py migrate |
| 57 | + ``` |
| 58 | +5. Open Label Studio in your browser at `http://localhost:8080` and check that your projects and data are accessible. |
| 59 | + |
| 60 | + |
| 61 | +## Upgrade after installing from source |
| 62 | + |
| 63 | +If you installed Label Studio [using the source in Github](https://github.com/HumanSignal/label-studio), you can upgrade using the following steps. |
| 64 | + |
| 65 | +<div class="code-tabs"> |
| 66 | + <div data-name="Using Poetry (recommended)"> |
| 67 | + |
| 68 | + If you're using Poetry ([see these instructions](install#Install-from-source)), upgrade with the following steps: |
| 69 | + |
| 70 | + 1. Navigate to your Label Studio directory (where you cloned the repository). |
| 71 | + 2. Fetch the latest changes from the repository: |
| 72 | + ```bash |
| 73 | + git pull |
| 74 | + ``` |
| 75 | + 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: |
| 76 | + ```bash |
| 77 | + git fetch --tags |
| 78 | + git checkout v1.14.0 |
| 79 | + ``` |
| 80 | + 4. Install updated dependencies using Poetry: |
| 81 | + ```bash |
| 82 | + poetry install |
| 83 | + ``` |
| 84 | + 5. Run database migrations to apply any updates to the database schema: |
| 85 | + ```bash |
| 86 | + poetry run python label_studio/manage.py migrate |
| 87 | + ``` |
| 88 | + 6. Collect static files: |
| 89 | + ```bash |
| 90 | + poetry run python label_studio/manage.py collectstatic |
| 91 | + ``` |
| 92 | + 7. Restart Label Studio: |
| 93 | + ```bash |
| 94 | + poetry run python label_studio/manage.py runserver |
| 95 | + ``` |
| 96 | +
|
| 97 | + </div> |
| 98 | + <div data-name="Using pip"> |
| 99 | + |
| 100 | + 1. Navigate to your Label Studio directory (where you cloned the repository). |
| 101 | + 2. Fetch the latest changes from the repository: |
| 102 | + ```bash |
| 103 | + git pull |
| 104 | + ``` |
| 105 | + 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: |
| 106 | + ```bash |
| 107 | + git fetch --tags |
| 108 | + git checkout v1.14.0 |
| 109 | + ``` |
| 110 | + 1. Install updated dependencies: |
| 111 | + ```bash |
| 112 | + pip install -r requirements.txt |
| 113 | + ``` |
| 114 | + 1. Run database migrations to apply any updates to the database schema: |
| 115 | + ```bash |
| 116 | + python label_studio/manage.py migrate |
| 117 | + ``` |
| 118 | + 1. Collect static files: |
| 119 | + ```bash |
| 120 | + python label_studio/manage.py collectstatic |
| 121 | + ``` |
| 122 | + 1. Restart Label Studio: |
| 123 | + ```bash |
| 124 | + python label_studio/manage.py runserver |
| 125 | + ``` |
| 126 | +
|
| 127 | + </div> |
| 128 | +</div> |
| 129 | +
|
| 130 | +## Upgrade a Kubernetes installation |
| 131 | +
|
| 132 | +See [Upgrade Label Studio using Helm](install_k8s#Upgrade-Label-Studio-using-Helm). |
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