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Exam DP-201 topic 2 question 55 discussion

Actual exam question from Microsoft's DP-201
Question #: 55
Topic #: 2
[All DP-201 Questions]

You are designing a statistical analysis solution that will use custom proprietary Python functions on near real-time data from Azure Event Hubs.
You need to recommend which Azure service to use to perform the statistical analysis. The solution must minimize latency.
What should you recommend?

  • A. Azure Synapse Analytics
  • B. Azure Stream Analytics
  • C. Azure Databricks
  • D. Azure SQL Database
Show Suggested Answer Hide Answer
Suggested Answer: B 🗳️
Reference:
https://docs.microsoft.com/en-us/azure/event-hubs/process-data-azure-stream-analytics
Design for data security and compliance

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Mily94
Highly Voted 4 years, 1 month ago
Shouldn't be C (Databricks)? I think that the keyword is Python.
upvoted 32 times
cadio30
4 years ago
Provided with the limited option, Azure Databricks is the appropriate solution as it can accommodate Python script
upvoted 3 times
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alf99
Highly Voted 4 years ago
https://docs.microsoft.com/en-us/azure/stream-analytics/functions-overview Azure Stream Analytics supports the following four function types: JavaScript user-defined functions JavaScript user-defined aggregates C# user-defined functions (using Visual Studio) Azure Machine Learning Python is not on list so Databricks must be the right choice Answer: C
upvoted 14 times
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massnonn
Most Recent 3 years, 6 months ago
why not A)Azure Synapse Analytics? support the python and nearl real time instead databricks is batch, or not?
upvoted 2 times
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deeps1390
3 years, 7 months ago
Correct ans is B https://docs.microsoft.com/en-us/azure/event-hubs/event-hubs-python-get-started-send
upvoted 1 times
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Deedubya
3 years, 9 months ago
I agree it should be Databricks. Nowhere in Microsoft documentation does it say Azre Stream Analytics supports python. https://docs.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/stream-processing Python Reference document to show all integrated Azure services also does not list Azure Stream Analytics. https://docs.microsoft.com/en-us/python/api/overview/azure/?view=azure-python If someone finds something updated, please post!
upvoted 1 times
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erssiws
3 years, 11 months ago
Should be the Databricks which has better support for UDF in python
upvoted 1 times
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Mandar77
3 years, 12 months ago
You have to perform statistical analysis that what question says. Means what ever date you get on that you need to do it. I have found the link https://stackoverflow.com/questions/58097539/execute-azure-steaming-analytics-queries-from-a-python-script which talks about executing queries using python. The answer seems correct.
upvoted 1 times
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BitchNigga
4 years ago
Custom proprietary functions are written manually which need to be packaged and imported so yes databricks
upvoted 1 times
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DragonBlake
4 years ago
Answer is correct. ASA supports python https://docs.microsoft.com/en-us/python/api/overview/azure/mgmt-streamanalytics-readme?view=azure-python-preview
upvoted 1 times
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Ninja1
4 years ago
Agree, Databricks should be the answer
upvoted 2 times
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