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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
文章を完成させてください。アーキテクチャ開発メソッドは、__________________に従って分類されたリポジトリに格納されるコンテンツを生成します。
A. アーキテクチャ機能フレームワーク
B. Enterprise Continuum
C. アーキテクチャ機能モデル
D. ADMのガイドラインとテクニック
E. 規格情報ベース
Answer: B

NEW QUESTION: 3
In September 1996, Koff Co.'s operating plant was destroyed by an earthquake. Earthquakes are rare in the area in which the plant was located. The portion of the resultant loss not covered by insurance was $700,000. Koff's income tax rate for 1996 was 40%. In its 1996 income statement, what amount should Koff report as extraordinary loss?
A. $280,000
B. $0
C. $420,000
D. $700,000
Answer: C

NEW QUESTION: 4
Repos are used for:
I. Short term borrowings
II. Managing credit risk exposures
III. Money market operations by central banks
IV. Facilitating short positions
A. II and IV
B. I, III and IV
C. I, II and III
D. II, III and IV
Answer: B
Explanation:
Explanation
Repos are collateralized borrowing arrangements. They are used for providing short term funding. They are not used for managing credit risk exposures. They are also used by central banks as part of their money market operations. They are also useful for facilitating short positions, for example, in corporate bonds where the party desirous of shorting the bond may 'borrow' the bond on repo in order to be able to sell it short.