Microsoft Certified Azure Data Engineer Associate · Free Practice Question Medium

Question 33

Identify the missing word(s) in the following sentence within the context of Microsoft Azure.

Azure Monitor provides base-level infrastructure metrics and logs for most Azure services. Azure diagnostic logs are emitted by a resource and provide rich, frequent data about the operation of that resource. Azure Data Factory (ADF) can write diagnostic logs in Azure Monitor.

Data Factory stores pipeline-run data for [ ? ] days.

  • A

    21

  • B

    10

  • C

    45

  • D

    30

  • E

    15

Reveal correct answer

Correct answer: C

Explanation

Monitor using Azure Monitor

Azure Monitor provides base-level infrastructure metrics and logs for most Azure services. Azure diagnostic logs are emitted by a resource and provide rich, frequent data about the operation of that resource. Azure Data Factory (ADF) can write diagnostic logs in Azure Monitor.

Data Factory stores pipeline-run data for only 45 days. Use Azure Monitor if you want to keep that data for a longer time. With Monitor, you can route diagnostic logs for analysis to multiple different targets.

  • Storage Account: Save your diagnostic logs to a storage account for auditing or manual inspection. You can use the diagnostic settings to specify the retention time in days.

  • Event Hub: Stream the logs to Azure Event Hubs. The logs become input to a partner service/custom analytics solution like Power BI.

  • Log Analytics: Analyze the logs with Log Analytics. The Data Factory integration with Azure Monitor is useful in the following scenarios:

    • You want to write complex queries on a rich set of metrics that are published by Data Factory to Monitor. You can create custom alerts on these queries via Monitor.

    • You want to monitor across data factories. You can route data from multiple data factories to a single Monitor workspace.

You can also use a storage account or event-hub namespace that isn't in the subscription of the resource that emits logs. The user who configures the setting must have appropriate Azure role-based access control (Azure RBAC) access to both subscriptions.

A. This choice is incorrect as Data Factory does not store pipeline-run data for 21 days. The correct duration is longer than this option.

B. This choice is incorrect as Data Factory does not store pipeline-run data for 10 days. The correct duration is longer than this option.

C. The correct answer is 45 days. Data Factory stores pipeline-run data for 45 days, allowing users to access and analyze historical data for a longer period.

D. This choice is incorrect as Data Factory does not store pipeline-run data for 30 days. The correct duration is longer than this option.

E. This choice is incorrect as Data Factory does not store pipeline-run data for 15 days. The correct duration is longer than this option.

Discussion

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