DP-700題庫下載 & DP-700測試題庫

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Microsoft DP-700 Exam Syllabus Topics:

SectionObjectives
Topic 1: Design and implement data ingestion solutions- Integrate external data sources
  • 1. Connect to on-premises and SaaS sources
    • 2. Connect to Azure data services
      - Ingest batch and streaming data into Microsoft Fabric
      • 1. Ingest streaming data using Real-Time Analytics
        • 2. Use Dataflows Gen2 for ingestion
          • 3. Use Pipelines for data movement
            Topic 2: Secure and govern data in Microsoft Fabric- Data governance and compliance
            • 1. Data lineage and cataloging
              • 2. Microsoft Purview integration
                - Implement data security
                • 1. Row-level security and column-level security
                  • 2. Workspace and item-level permissions
                    Topic 3: Manage and monitor data solutions- Monitor pipelines and workloads
                    • 1. Configure alerts and logging
                      • 2. Monitor data pipeline runs
                        - Optimize performance and reliability
                        • 1. Capacity and workload management in Fabric
                          • 2. Spark job optimization
                            Topic 4: Develop data transformation solutions- Data modeling and lakehouse transformation
                            • 1. Delta Lake optimization
                              • 2. Medallion architecture (Bronze/Silver/Gold)
                                - Transform data using Spark in Fabric
                                • 1. Notebooks in Microsoft Fabric
                                  • 2. PySpark data processing

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                                    最新的 Microsoft Certified: Fabric Data Engineer Associate DP-700 免費考試真題 (Q129-Q134):

                                    問題 #129
                                    HOTSPOT
                                    You need to troubleshoot the ad-hoc query issue.
                                    How should you complete the statement? To answer, select the appropriate options in the answer area.
                                    NOTE: Each correct selection is worth one point.

                                    答案：

                                    解題說明：

                                    Explanation:
                                    A screenshot of a computer Description automatically generated

                                    SELECT last_run_start_time, last_run_command: These fields will help identify the execution details of the long-running queries.
                                    FROM queryinsights.long_running_queries: The correct solution is to check the long-running queries using the queryinsights.long_running_queries view, which provides insights into queries that take longer than expected to execute.
                                    WHERE last_run_total_elapsed_time_ms > 7200000: This condition filters queries that took more than 2 hours to complete (7200000 milliseconds), which is relevant to the issue described.
                                    AND number_of_failed_runs > 1: This condition is key for identifying queries that have failed more than once, helping to isolate the problematic queries that cause failures and need attention.


                                    問題 #130
                                    Your company has three newly created data engineering teams named Team1, Team2, and Team3 that plan to use Fabric. The teams have the following personas:
                                    * Team1 consists of members who currently use Microsoft Power BI. The team wants to transform data by using by a low-code approach.
                                    * Team2 consists of members that have a background in Python programming. The team wants to use PySpark code to transform data.
                                    * Team3 consists of members who currently use Azure Data Factory. The team wants to move data between source and sink environments by using the least amount of effort.
                                    You need to recommend tools for the teams based on their current personas.
                                    What should you recommend for each team? To answer, select the appropriate options in the answer area.
                                    NOTE: Each correct selection is worth one point.

                                    答案：

                                    解題說明：

                                    Explanation:


                                    問題 #131
                                    You have a Fabric workspace that contains a data pipeline named Pipeline! as shown in the exhibit.

                                    答案：A


                                    問題 #132
                                    You need to recommend a Fabric streaming solution that will use the sources shown in the following table.

                                    The solution must minimize development effort.
                                    What should you include in the recommendation for each source? To answer, select the appropriate options in the answer area.
                                    NOTE: Each correct selection is worth one point.

                                    答案：

                                    解題說明：

                                    Explanation:


                                    問題 #133
                                    HOTSPOT
                                    You have an Azure Event Hubs data source that contains weather data.
                                    You ingest the data from the data source by using an eventstream named Eventstream1. Eventstream1 uses a lakehouse as the destination.
                                    You need to batch ingest only rows from the data source where the City attribute has a value of Kansas. The filter must be added before the destination. The solution must minimize development effort.
                                    What should you use for the data processor and filtering? To answer, select the appropriate options in the answer area.
                                    NOTE: Each correct selection is worth one point.

                                    答案：

                                    解題說明：

                                    Explanation:


                                    問題 #134
                                    ......

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