Microsoft Updated DP-203 Exam Questions and Answers by eoin

C: Scaling a Stream Analytics job takes advantage of partitions in the input or output. Partitioning lets you

divide data into subsets based on a partition key. A process that consumes the data (such as a Streaming

Analytics job) can consume and write different partitions in parallel, which increases throughput.

E: Streaming Units (SUs) represents the computing resources that are allocated to execute a Stream Analytics

job. The higher the number of SUs, the more CPU and memory resources are allocated for your job. This

capacity lets you focus on the query logic and abstracts the need to manage the hardware to run your Stream

Analytics job in a timely manner.

References:

https://docs.microsoft.com/en-us/azure/stream-analytics/stream-analytics-parallelization

https://do cs.microsoft.com/en-us/azure/stream-analytics/stream-analytics-streaming-unit-consumption

The search bar in the Microsoft Purview governance portal: This is a feature that allows you to search for assets in your data estate using keywords, filters, and facets. You can use the search bar to find the files in storage1 that are referenced by DS1, and then view their schema and lineage information in the asset details page12.

The search bar in Azure Data Factory Studio: This is a feature that allows you to search for datasets, linked services, pipelines, and other resources in your data factory. You can use the search bar to find DS1 in DF1, and then view its schema and lineage information in the dataset details page. You can also click on the Open in Purview button to open the corresponding asset in MP13.

The two features that can be used to locate the schema and lineage information for the data referenced by DS1 are the search bar in Azure Data Factory Studio and the search bar in the Microsoft Purview governance portal.

The search bar in Azure Data Factory Studio allows you to search for the dataset DS1 and view its properties and lineage. This can help you locate information about the source and destination data stores, as well as the transformations that were applied to the data.

The search bar in the Microsoft Purview governance portal allows you to search for the storage account and view its metadata, including schema and lineage information. This can help you understand the different data assets that are stored in the storage account and how they are related to each other.

The Storage browser of storage1 in the Azure portal may allow you to view the files that are stored in the storage account, but it does not provide lineage or schema information for those files. Similarly, the search bar in the Azure portal may allow you to search for resources in the Azure subscription, but it does not provide detailed information about the data assets themselves.

References:

What is Azure Purview?

Use Azure Data Factory Studio

To keep an interactive cluster configuration even after it has been terminated for more than 30 days, an

administrator can pin a cluster to the cluster list.

References:

https://docs.az uredatabricks.net/clusters/clusters-manage.html#automatic-termination