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NEW QUESTION: 1
Meeting special service number default value is ( )
A. 0
B. 1
C. 2
D. 3
Answer: D

NEW QUESTION: 2
HDInsightクラスターでSparkジョブとして実行されるデータ処理ソリューションを設計しています。このソリューションは、小売業者のオンライン注文に関するほぼリアルタイムの情報を提供するために使用されます。
ソリューションには、概要情報を表示する企業イントラネット上のページを含める必要があります。
概要情報ページは、次の要件を満たしている必要があります。
*製品カテゴリ、価格帯、レビュー範囲ごとにグループ化された現在までの売上の概要を表示します。
*総売上、1日前と比較した売上、1年前と比較した売上を含む売上概要情報を表示します。
*できるだけ早く新しい注文の情報を反映します。
ソリューションの設計を推奨する必要があります。
何をお勧めしますか？回答するには、回答領域で適切な構成を選択します。

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

NEW QUESTION: 3
An advantage of a centralized repository include: Quick metadata retrieval, since the repository and the query reside together.
A. FALSE
B. TRUE
Answer: B