How to add DVC to a service¶

This guide will help you add DVC to your service.

Guide¶

Install DVC¶

https://dvc.org/doc/install

You can install DVC with pip, but make sure to install with s3 optional dependencies.

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pip install dvc[s3]

Initialize DVC¶

https://dvc.org/doc/command-reference/init

Now that DVC is installed we have to init it, so go to your service folder and use this command.

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dvc init --subdir

The --subdir is important because we are in a monorepo

Create a bucket on Minio¶

Go to your MinIO server, connect with the provided credentials and use the GUI to create your bucket.

Configure DVC for Minio¶

https://dvc.org/doc/command-reference/remote/add

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dvc remote add -d myremote s3://name-of-your-bucket

dvc remote modify myremote endpointurl https://<SERVER_ADDRESS>:<PORT>

To configure your credentials for DVC do not use the dvc remote modify instead install AWS CLI.

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pip install awscli

Use aws configure to add your Access Key ID and your Secret Access Key.

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aws configure

Add your dataset¶

Modify the path for your dataset

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dvc add path/data.csv

Push to DVC

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dvc push

Related explanations¶

These explanations are related to the current item (in alphabetical order).

• About DVC

Resources¶

These resources are related to the current item (in alphabetical order).

None at the moment.