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Version: 0.94

Credential management

Proper credential management is essential for authentication and interaction with 3rd-party services. Integrating with services like OpenAI, HuggingFace, or Snowflake requires users to enter secret keys associated with their accounts. Storing these keys in plain text, however, poses a security risk.

In Snorkel Flow, superadmin users can leverage the SDK to encrypt and store sensitive credentials/keys in the secret store. These tools enable superadmin users to register credentials to a specific reference key and allow all users to reference that key throughout the platform. Each key is scoped to a workspace.

Set secrets​

Superadmins can use sf.set_secret to add secrets to the secret store:

sf.set_secret(key, value, secret_store='local_store', workspace_uid=1)

Where:

  • key: The key to reference the secret in the store.
  • value: The secret that is being added.
  • secret_store: The secret store that you can register secrets to. Currently, only the 'local_store' option is supported.
  • workspace_uid: The workspace that the secret is registered to. The default value is 1.

Delete secrets​

Superadmins can use sf.delete_secret to delete the secret that is associated with the key from the secret store:

sf.delete_secret(key, secret_store='local_store', workspace_uid=1)

List secrets​

Superadmins can use sf.list_secrets to list all the keys (i.e., references) for a workspace. This does NOT list the secrets:

sf.list_secrets(secret_store='local_store', workspace_uid=1)