DP-700試験問題 & DP-700無料問題

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Microsoft DP-700 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Monitor and optimize an analytics solution30-35%- Monitor Fabric items
- Optimize performance of data storage and queries
- Implement error handling in pipelines
Topic 2: Ingest and transform data30-35%- Ingest and transform data using eventstreams
- Optimize and manage Delta tables
- Ingest data using Data Factory pipelines and Dataflows Gen2
- Transform data using Dataflows Gen2 and notebooks
- Design and implement loading patterns
Topic 3: Implement and manage an analytics solution30-35%- Orchestrate processes with Data Factory pipelines
- Configure and manage workspace settings and item access
- Implement lifecycle management and source control for analytics assets
- Implement security and governance

>> DP-700試験問題 <<

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Microsoft Implementing Data Engineering Solutions Using Microsoft Fabric 認定 DP-700 試験問題 (Q44-Q49):

質問 # 44
You have a Fabric workspace.
You plan to deploy two Apache Spark environments that will each contain one of the following notebooks:
* Notebook 1: A data ingestion notebook that will run as a scheduled Spark job
* Notebook2; An ad hoc notebook for interactive data analysis that will be used by a team of analysts and data scientists You need to configure the Spark environments to meet the following requirements:
* For the environment that contains Notebook 1, minimize compute costs.
* For the environment that contains Notebook2, support multiple concurrent users.
What should you use for each environment? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

正解:

解説:

Explanation:


質問 # 45
You have a Fabric F32 capacity that contains a workspace. The workspace contains a warehouse named DW1 that is modelled by using MD5 hash surrogate keys.
DW1 contains a single fact table that has grown from 200 million rows to 500 million rows during the past year.
You have Microsoft Power BI reports that are based on Direct Lake. The reports show year-over-year values.
Users report that the performance of some of the reports has degraded over time and some visuals show errors.
You need to resolve the performance issues. The solution must meet the following requirements:
Provide the best query performance.
Minimize operational costs.
Which should you do?

正解:A

解説:
In this case, the key issue causing performance degradation likely stems from the use of MD5 hash surrogate keys. MD5 hashes are 128-bit values, which can be inefficient for large datasets like the 500 million rows in your fact table. Using a more efficient data type for surrogate keys (such as integer or bigint) would reduce the storage and processing overhead, leading to better query performance. This approach will improve performance while minimizing operational costs because it reduces the complexity of querying and indexing, as smaller data types are generally faster and more efficient to process.


質問 # 46
You have a Fabric workspace named Workspace! that contains an Azure Data Factory pipeline named Pipeline1 You need to monitor the execution and activity status of Pipeline1 and automatically email an alert if the pipeline fails. The solution must minimize development and administrative effort.
What should you use to monitor Pipeline1, and what should you use to email the alert? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

正解:

解説:

Explanation:


質問 # 47
You have a Fabric workspace that contains a notebook named Notebook1 and an Azure Data Factory pipeline named Pipeline1. Pipeline1 runs Notebook1 by using a notebook activity and passes simple parameter types.
Notebook1 contains the following cells:
Cell 3: Contains %%configure code that sets Apache Spark session properties Cell 5: Contains a designated parameters cell During an execution of Pipeline1, the pipeline fails before any business logic runs.
You need to ensure that Pipeline1 runs successfully.
What should you do?

正解:A


質問 # 48
You need to ensure that WorkspaceA can be configured for source control. Which two actions should you perform?
Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

正解:A、C


質問 # 49
......

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