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NEW QUESTION: 1
You are designing a data processing solution that will run as a Spark job on an HDInsight cluster. The solution will be used to provide near real-time information about online ordering for a retailer.
The solution must include a page on the company intranet that displays summary information.
The summary information page must meet the following requirements:
* Display a summary of sales to date grouped by product categories, price range, and review scope.
* Display sales summary information including total sales, sales as compared to one day ago and sales as compared to one year ago.
* Reflect information for new orders as quickly as possible.
You need to recommend a design for the solution.
What should you recommend? To answer, select the appropriate configuration in the answer area.

Answer:
Explanation:

Explanation

Box 1: DataFrame
DataFrames
Best choice in most situations.
Provides query optimization through Catalyst.
Whole-stage code generation.
Direct memory access.
Low garbage collection (GC) overhead.
Not as developer-friendly as DataSets, as there are no compile-time checks or domain object programming.
Box 2: parquet
The best format for performance is parquet with snappy compression, which is the default in Spark 2.x.
Parquet stores data in columnar format, and is highly optimized in Spark.

NEW QUESTION: 2
In which two ways can micro-segmentation save money for the enterprise? (Choose two.)
A. fewer capital expenses because the same number of physical servers can be kept in a smaller space
B. fewer operating expenses because less public cloud capacity needs to be rented
C. fewer operating expenses because a smaller data center is operated
D. fewer capital expenses because fewer physical servers need to be bought
Answer: B,D

NEW QUESTION: 3
How many vCPUs does the HXDP controller VM require?
A. 0
B. 1
C. 2
D. 3
Answer: A