Exam DP-100 topic 2 question 89 discussion

Actual exam question from Microsoft's DP-100

Question #: 89
Topic #: 2

You manage an Azure Machine Learning workspace named workspace1.

You must develop Python SDK v2 code to attach an Azure Synapse Spark pool as a compute target in workspace1. The code must invoke the constructor of the SynapseSparkCompute class.

You need to invoke the constructor.

What should you use?

A. Synapse workspace web URL and Spark pool name
B. resource ID of the Synapse Spark pool and a user-defined name
C. pool URL of the Synapse Spark pool and a system-assigned name
D. Synapse workspace name and workspace web URL

Show Suggested Answer

Suggested Answer: B 🗳️

by Batman160591 at June 20, 2023, 8:51 p.m.

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damaldon

Highly Voted 1 year, 5 months ago

Correct. To attach a Synapse Compute using Python SDK, first create an instance of azure.ai.ml.MLClient class. This provides convenient functions for interaction with Azure Machine Learning services. The following code sample uses azure.identity.DefaultAzureCredential for connecting to a workspace in resource group of a specified Azure subscription. In the following code sample, define the SynapseSparkCompute with the parameters: name - user-defined name of the new attached Synapse Spark pool. resource_id - resource ID of the Synapse Spark pool created earlier in the Azure Synapse Analytics workspace.

upvoted 5 times

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evangelist

Most Recent 6 months, 2 weeks ago

given answer is correct

upvoted 1 times

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Karthikat

8 months, 3 weeks ago

on exam 3/25/2024

upvoted 1 times

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ymj_000

1 year, 1 month ago

For reference: https://learn.microsoft.com/en-us/azure/machine-learning/how-to-manage-synapse-spark-pool?view=azureml-api-2&tabs=sdk

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Mal42

1 year, 3 months ago

On exam 18 Aug 2023

upvoted 3 times

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Batman160591

1 year, 6 months ago

Answer is B. To invoke the constructor of the SynapseSparkCompute class in Azure Machine Learning SDK v2, you need to provide the resource ID of the Synapse Spark pool and a user-defined name.

upvoted 1 times

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