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# Databricks | ||
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As of September 2023 Databricks doesn't expose the underlying GIT repo in your | ||
project, so GIT-related DVC functionality within the repo provided by Databricks | ||
is not supported (e.g. [experiments], `--rev/--all-commits/--all-tags/etc`). But | ||
everything will operate as normal if you `git clone` a project yourself or use | ||
remote projects with DVC directly. | ||
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## Install | ||
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```bash | ||
%pip install dvc | ||
``` | ||
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## DVC API | ||
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You can use your existing DVC projects through [Python API] as normal, for example: | ||
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```python | ||
import dvc.api | ||
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with dvc.api.open( | ||
'get-started/data.xml', | ||
repo='https://github.com/iterative/dataset-registry', | ||
) as fobj: | ||
... | ||
``` | ||
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### Secrets | ||
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If you need to use secrets to access your data, first add them to databricks | ||
secrets https://docs.databricks.com/en/security/secrets/index.html and then use | ||
them with DVC, for example: | ||
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```python | ||
import dvc.api | ||
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remote_config = { | ||
'access_key_id': dbutils.secrets.get(scope='test_scope', key='aws_access_key_id'), | ||
'secret_access_key': dbutils.secrets.get(scope='test_scope', key='aws_secret_access_key'), | ||
} | ||
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with dvc.api.open( | ||
'recent-grads.csv', | ||
repo='https://github.com/efiop/mydataregistry', | ||
remote_config=remote_config | ||
) as fobj: | ||
... | ||
``` | ||
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## Running DVC commands | ||
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Databricks doesn't provide a classic terminal, so you'll need to use [magic | ||
commands] to run it, e.g. `!dvc add data`. | ||
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[experiments]: /doc/start/experiments | ||
[Python API]: /doc/api-reference | ||
[magic commands]: | ||
https://ipython.readthedocs.io/en/stable/interactive/magics.html |