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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 a story, what can you scale across multiple charts?
Please choose the correct answer.
Response:
A. Chart types
B. Measures
C. Attributes
D. Dimensions
Answer: B
NEW QUESTION: 3
Which Cisco NAC Appliance design is the most scalable in large Layer 2-to-distribution implementation?
A. Layer 3 out-of-band
B. Layer 2 in-band
C. Layer 2 out-of-band
D. Layer 3 in-band
Answer: B
Explanation:
https://www.safaribooksonline.com/library/view/foundation-learning-guide/9780132652933/ch08.html
"Layer 2 In-Band Designs The Layer 2 in-band topology is the most common deployment option.
[...]
This is the most scalable design in large L2-to-distribution environments, because this design can be transparently implemented in the existing network supporting multiple access layer switches. It supports all network infrastructure equipment. The Cisco NAS supports per-user ACLs."