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DSchreyer committed Feb 14, 2025
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Expand Up @@ -175,31 +175,6 @@ dso repro -s subfolder/my_stage/dvc.yaml
dso repro -s -f subfolder/my_stage/dvc.yaml
```

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## Syncing Changes with Remote

To ensure your data and code are synchronized with the remote storage and repository, follow these steps:

### Add a Remote Data Storage

To ensure you can always revert to previous data versions, add a remote storage for your DVC-controlled data. Use the `dvc remote add` command to specify a remote directory where the version-controlled files will be stored.

We recommend creating a directory in a suitable long-term storage location. Use the `-d` (default) option of `dvc remote add` to set this directory as the default remote storage:

```bash
# Create a directory for storing version-controlled files
mkdir /long/term/storage/project1/DVC_STORAGE

# Execute within the project directory to define the remote storage
dvc remote add -d <remote_name> /long/term/storage/project1/DVC_STORAGE
```

### Track Data with DVC

In your DSO project, all outputs are automatically controlled by DVC, ensuring that your data is versioned and managed efficiently. This setup helps maintain reproducibility and consistency across your analysis.

When you have input data that was not generated within your pipeline, you need to add them to your DSO project. Use `dvc add` to track such files with DVC. This command creates an associated `.dvc` file and automatically appends the tracked file to `.gitignore`. The `.dvc` file acts as a placeholder for the original file and should be tracked by Git.
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## Tracking and syncing files with DVC

Code is tracked with git as with any other project, while data is tracked by `dvc` and synced with a [dvc remote](https://dvc.org/doc/user-guide/data-management/remote-storage#remote-storage). DVC stores `.dvc` or `dvc.lock` files in the git repository
Expand All @@ -217,7 +192,6 @@ In your DSO project, all outputs are automatically controlled by DVC, ensuring t
When you have input data that was not generated within your pipeline, you need to add them to your DSO project.
Use `dvc add` to track such files with DVC. This command creates an associated `.dvc` file and automatically appends
the tracked file to `.gitignore`. The `.dvc` file acts as a placeholder for the original file and should be tracked by git.
>>>>>>> origin/main

This command is particularly useful when data is generated outside of your DSO project but is used within your analysis, such as metadata or preprocessed data.

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