GitHub user dosubot[bot] added a comment to the discussion: Version upgrade

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To upgrade your cloned Apache Superset repository to match the latest release 
while minimizing conflicts, follow these steps:

1. **Docker Compose Method:**
   - Shut down the running containers:
     ```bash
     docker compose down
     ```
   - Update your cloned repository to match the latest release:
     ```bash
     git pull origin master
     ```
   - Restart the containers, which will automatically pull down any changed 
Docker images:
     ```bash
     docker compose up
     ```

2. **Manual Update Method:**
   - Upgrade Superset in a native installation:
     ```bash
     pip install apache_superset --upgrade
     ```

3. **Upgrade the Metadata Database:**
   - Migrate the metadata database:
     ```bash
     superset db upgrade
     superset init
     ```

4. **Pod-based Infrastructure:**
   - If you are using a pod-based infrastructure, deploy the new Superset image.
   - Run the following commands inside the Superset pod:
     ```bash
     superset db upgrade
     superset init
     ```

For future upgrades, ensure you backup your metadata database before proceeding 
and consider testing the upgrade in a staging environment before applying it to 
production during off-peak hours 
<sup>[[1]](https://github.com/apache/superset/blob/master/docs/docs/installation/upgrading-superset.mdx)</sup>.


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GitHub link: 
https://github.com/apache/superset/discussions/33461#discussioncomment-13166755

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