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  • Exam Number/Code : Professional-Data-Engineer
  • Exam Name : Google Certified Professional Data Engineer Exam
  • Questions and Answers : 260 Q&As
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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. 10.1.168.0
B. 10.1.176.1
C. 10.1.160.255
D. 10.1.175.255
E. 10.1.160.0
F. 10.1.174.255
Answer: A,C,F
Explanation:
Explanation
All IP address in IP ranges between : 10.1.160.1 and 10.1.175.254 are valid as shown below Address: 10.1.160.0 00001010.00000001.1010 0000.00000000 Netmask:255.255.240.0 = 2011111111.11111111.1111 0000.00000000 Wildcard:0.0.15.25500000000.00000000.0000 1111.11111111 Which implies that Network: 10.1.160.0/20 00001010.00000001.1010 0000.00000000 HostMin:10.1.160.100001010.00000001.1010 0000.00000001 HostMax:10.1.175.25400001010.00000001.1010 1111.11111110 Broadcast:10.1.175.25500001010.00000001.1010 1111.11111111

NEW QUESTION: 3
The average daily data added to an AVE is less than 4 GB per day in a file server-only environment and less than 10 GB in a mixed environment.
What is the minimum EMC AVE environment that can support these requirements?
A. 2.0 TB
B. 1.0 TB
C. 3.3 TB
D. 0.5 TB
Answer: B

NEW QUESTION: 4
Your customer is implementing Cloud Procurement across two countries: A and B.
They need intercompany transactions to be carried out between these two entities.
Identify the setup to fulfill this requirement.
A. intercompany transaction between legal entities of countries A and B
B. Supply Chain financial Orchestration agreement between legal entities of countries A and B
C. intercompany transaction between business units of countries A and B
D. Supply Chain financialOrchestration agreement between business units of countries A and B
Answer: C
Explanation:
Sold-to BU: If the selected BU performs invoicing, then the same BU can be used as the Sold-to BU.
However, in certain instances due to tax or legal reasons the client BU may only perform requisitioning with the supplier and another BU assumes the liability for the purchases. In this case a different sold-to BU is selected. The list of soldto BUs that can beselected for a given client BU is determined by the Intercompany Transaction Flow setup. In addition, when a separate Sold-to BU acts as an agent to the client BU an assignment must be created for the soldto BU in order for the BU to process invoices.
References:
https://docs.oracle.com/cd/E56614_01/procurementop_gs/OAPRC/F1007476AN1079E.ht m

 

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