Databricks Machine Learning Professional Question 123: You are managing webhooks in a Databricks workspace for an MLflow... | Databricks Machine Learning Professional Dumps

Databricks Machine Learning Professional practice question 123 of 280

Databricks Certified Machine Learning Professional. Professional level, Databricks. Free question with the correct answer and a full explanation.

Databricks Machine Learning Professional Question 123

Select 4

You are managing webhooks in a Databricks workspace for an MLflow tracking server. You want to list all existing webhooks and delete a specific webhook by its ID. Which of the following steps should you take to achieve this?

A
Use the mlflow webhooks list command to retrieve all webhooks associated with the tracking server.
B
Use the MlflowClient class in the MLflow Python API and call the list_webhooks method to fetch all registered webhooks.
C
Utilize the REST API endpoint GET /api/2.0/mlflow/webhooks/list to retrieve all webhooks.
D
Use the MlflowClient class in the MLflow Python API and call the delete_webhook method with the webhook ID to delete a specific webhook.
E
Use the REST API endpoint DELETE /api/2.0/mlflow/webhooks/delete and provide the webhook ID as a parameter to delete a specific webhook.

Show answer and explanation

Correct answers: B, C, D, E

Explanation

To manage webhooks in Databricks for an MLflow tracking server, you can list all webhooks using either the list_webhooks method from the MlflowClient class or the REST API endpoint GET /api/2.0/mlflow/webhooks/list. To delete a webhook, you can use the delete_webhook method from the MlflowClient class or the REST API endpoint DELETE /api/2.0/mlflow/webhooks/delete. These are the supported approaches for managing webhooks in Databricks.

A. Incorrect.
The mlflow webhooks list command does not exist in the MLflow CLI, so this option is incorrect.
B. Correct.
The MlflowClient class provides a list_webhooks method in the MLflow Python API, which can be used to retrieve all registered webhooks. This is a valid approach.
C. Correct.
The REST API endpoint GET /api/2.0/mlflow/webhooks/list is a valid method to list all webhooks associated with a tracking server.
D. Correct.
The delete_webhook method of the MlflowClient class allows you to delete a webhook by providing its unique ID, making this a correct choice.
E. Correct.
The REST API endpoint DELETE /api/2.0/mlflow/webhooks/delete is another valid method to delete a specific webhook by its ID.

Databricks Machine Learning Professional practice question 123 of 280

Databricks Machine Learning Professional Question 123

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