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NEW QUESTION: 1
You are planning to use Google's Dataflow SDK to analyze customer data such as displayed below. Your project requirement is to extract only the customer name from the data source and then write to an output PCollection.
Tom,555 X street
Tim,553 Y street
Sam, 111 Z street
Which operation is best suited for the above data processing requirement?
A. ParDo
B. Sink API
C. Data extraction
D. Source API
Answer: A
Explanation:
Explanation
In Google Cloud dataflow SDK, you can use the ParDo to extract only a customer name of each element in your PCollection.
Reference: https://cloud.google.com/dataflow/model/par-do

NEW QUESTION: 2
Northern Trail Outfitters (NTO) wants to record information about its conferences and attendees. Some customers attend multiple NTO conferences. What should the consultant recommend if NTO desires to present this data on the contact layout using the standard configuration?
A. Create a custom object for conferences and a custom object to record attendee information
B. Utilize Campaigns for conferences and a custom object to record attendee information
C. Create a custom object for conferences and a custom lookup field to conferences on Contacts
D. Utilize Campaigns for conferences and add Campaign Members to record attendee information.
Answer: D

NEW QUESTION: 3
毎日のWebログトラフィックのバッチ処理を実行するSparkジョブを設計しています。
実稼働環境でジョブを展開する場合、次の要件を満たす必要があります。
* 1日1回実行します。
*ジョブの実行中に会社のイントラネットにステータス情報を表示します。
ジョブをトリガーおよび監視するためのテクノロジーを推奨する必要があります。
どのテクノロジーをお勧めしますか？答えるには、適切なテクノロジーを正しい場所にドラッグします。各テクノロジーは、1回、複数回、またはまったく使用されない場合があります。コンテンツを表示するには、ペイン間で分割バーをドラッグするか、スクロールする必要がある場合があります。
注：それぞれの正しい選択には1ポイントの価値があります。

Answer:
Explanation:

Explanation

Box 1: Livy
You can use Livy to run interactive Spark shells or submit batch jobs to be run on Spark.
Box 2: Beeline
Apache Beeline can be used to run Apache Hive queries on HDInsight. You can use Beeline with Apache Spark.
Note: Beeline is a Hive client that is included on the head nodes of your HDInsight cluster. Beeline uses JDBC to connect to HiveServer2, a service hosted on your HDInsight cluster. You can also use Beeline to access Hive on HDInsight remotely over the internet.
References:
https://docs.microsoft.com/en-us/azure/hdinsight/spark/apache-spark-livy-rest-interface
https://docs.microsoft.com/en-us/azure/hdinsight/hadoop/apache-hadoop-use-hive-beeline

NEW QUESTION: 4
ビッグデータワークロードのインフラストラクチャを展開します。
Azure HDInsightとMicrosoft Machine Learning Serverを実行する必要があります。 RevoScaleR計算コンテキストを設定して、rx関数呼び出しを並行して実行する予定です。
Machine Learning Serverに使用できる3つの計算コンテキストは何ですか？それぞれの正解は完全な解決策を提示します。
注：それぞれの正しい選択には1ポイントの価値があります。
A. HBase
B. local parallel
C. Spark
D. SQL
E. local sequential
Answer: B,C,D
Explanation:
リモートコンピューティングは、選択したプラットフォーム上の特定のデータソースで利用できます。次の表に、サポートされる組み合わせを示します。
RxInSqlServer、sqlserver：リモートコンピューティングコンテキスト。ターゲットサーバーは単一のデータベースノード（SQL Server
2016 R ServicesまたはSQL Server 2017 Machine Learning Services）。計算は並列ですが、分散されていません。
RxSpark、spark：リモートコンピューティングコンテキスト。ターゲットは、Hadoop上のSparkクラスターです。
RxLocalParallel、localpar：計算コンテキストは、Hadoopに組み込まれたスケジューラーではなく、ユーザーが提供する命令に依存する制御された分散計算を可能にするためによく使用されます。手動分散コンピューティングにコンピューティングコンテキストを使用できます。
参照：
https://docs.microsoft.com/en-us/machine-learning-server/r/concept-what-is-compute-context

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