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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
A user suspects that everything they type is being captured. Which of the following security threats would this indicate?
A. Keylogger
B. Worm
C. Trojan
D. Rootkit
Answer: A

NEW QUESTION: 3
You have two computers named Computer1 and Computer2. Computer1 runs Windows Vista. Computer2 runs Windows 7.
You attempt to migrate the user profiles and data from Computer1 to Computer2 by using User State Migration Tool (USMT) 4.0.
During the migration, you receive the following error message: "Gather was aborted because of an EFS file."
You need to ensure that you can successfully migrate the user state from Computer 1 to Computer 2.
What should you do?
A. Export the Encrypting File System (EFS) certificate from Computer1 and import the certificate to Computer2.
B. Add the /efs:copyraw switch to the Scanstate command.
C. Add the /efs:copyraw switch to the Loadstate command.
D. Generate a new Encrypting File System (EFS) certificate on Computer2.
Answer: B
Explanation:
Explanation/Reference:
Explanation:
You run ScanState on the source computer during the migration. You must run ScanState.exe on computers running Windows Vista and Windows 7 from an administrative command prompt. When running ScanState on a source computer that has Windows XP installed, you need to run it as a user that is a member of the local administrators group. The following command creates an encrypted store named Mystore on the file share named Migration on the file server named Fileserver that uses the encryption key Mykey:scanstate \\fileserver\migration\mystore /i:migapp.xml /i:miguser.xml /o/config:config.xml /encrypt / key:"mykey"Encrypted File OptionsYou can use the following options to migrate encrypted files. In all cases, by default, USMT 4.0 fails if an encrypted file is found unless you specify an /efs option. To migrate encrypted files, you must change the default behavior. EFS certificates will be migrated automatically when migrating to Windows Vista or Windows 7. Therefore, you should specify the /efs:copyraw option with the ScanState command to migrate the encrypted files