GitHub user dosubot[bot] edited a comment on the discussion: How to configure 
dbt pipeline

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the incubator-devlake team.

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To securely provide Git credentials for your dbt project's Git URL in a DevLake 
deployment on Kubernetes, use standard Kubernetes practices: store your 
credentials (like SSH keys, personal access tokens, or a .netrc file) in a 
Kubernetes Secret, then mount that Secret as a file or inject it as environment 
variables into the DevLake pod. For SSH, mount your private key at the default 
location (`/root/.ssh/id_rsa` or similar) and ensure the pod has the right 
permissions. For HTTPS with username/password or token, you can mount a 
`.netrc` file or set the appropriate environment variables so the `git clone` 
command (used by DevLake's dbt plugin) can access the repo securely. DevLake 
itself does not provide a built-in mechanism for handling these secrets, so 
this is left to your Kubernetes setup ([see code 
reference](https://github.com/apache/incubator-devlake/blob/2c15ad880dce830c6512fa58039527cbf4745b8b/backend/plugins/dbt/tasks/git.go)).

For securely providing `profiles.yml`, create a Kubernetes Secret or ConfigMap 
containing your `profiles.yml` content, then mount it as a file to the path 
specified by the `profilesPath` option in your dbt pipeline config (or to the 
default project path if not specified). This ensures the file is available to 
the dbt process at runtime ([see code 
reference](https://github.com/apache/incubator-devlake/blob/2c15ad880dce830c6512fa58039527cbf4745b8b/backend/plugins/dbt/tasks/convertor.go)).
 If you don't provide a `profiles.yml`, DevLake can generate one using the 
`DB_URL` environment variable, but for custom configs, mounting your own file 
is the secure approach.

In summary: use Kubernetes Secrets for sensitive files, mount them into your 
DevLake pod, and point your dbt pipeline config to the correct paths. There are 
no DevLake-specific instructions for this, so follow Kubernetes best practices 
for secret management ([deployment 
example](https://github.com/apache/incubator-devlake/blob/2c15ad880dce830c6512fa58039527cbf4745b8b/devops/deployment/k8s/k8s-deploy.yaml)).


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GitHub link: 
https://github.com/apache/incubator-devlake/discussions/8486#discussioncomment-13621152

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