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NEW QUESTION: 1
A system administrator has been asked to create a scripted installation process for a heterogeneous
production environment. Periodically, the system administrator will need to silently install the product,
apply fix packs, rollback, and uninstall the product as needed.
What method should the system administrator use to only generate the response files for the scripted process?
A. Create one large response file that can complete all tasks silently for the entire cell.
B. Start the Installation Manager command line with the -recordoption.
C. Run the various Installation Manager GUI wizards and capture the output from the log file.
D. Start the Installation Manager command line with the -skipInstalland -recordoptions.W Times New Roman Arial
Answer: D

NEW QUESTION: 2
A programmer has submitted the following declaration for review. What feedback should be provided to
the programmer?
DCL 1 A,
2 B DIM (1000) FIXED BIN (31) INIT (0),
2 C DIM (1000) FIXED BIN(15) INIT (0);
A. Discuss with the programmer how many elements of the arrays need to be initialized.
B. The code is good as written.
C. The declaration of A should be changed because the current declaration contains padding bytes.
D. A is incorrectly initialized and the code must be changed.
Answer: A

NEW QUESTION: 3
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.
Incorrect Answers:
DataSets
Good in complex ETL pipelines where the performance impact is acceptable.
Not good in aggregations where the performance impact can be considerable.
RDDs
You do not need to use RDDs, unless you need to build a new custom RDD.
No query optimization through Catalyst.
No whole-stage code generation.
High GC overhead.
References:
https://docs.microsoft.com/en-us/azure/hdinsight/spark/apache-spark-perf