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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
You are developing an application that includes the following code segment. (Line numbers are included for reference only.)
You need to ensure that the application accepts only integer input and prompts the user each time non-integer input is entered.
Which code segment should you add at line 19?
A. If ((number = Int32.Parse(sLine)) == Single.NaN)
B. If (!int.TryParse(sLine, out number))
C. If (Int32.TryParse(sLine, out number))
D. If ((number = int.Parse(sLine)) > Int32.MaxValue)
Answer: B
Explanation:
B and C will throw exception when user enters non-integer value. D is exactly the opposite what we want to achieve.
Int32.TryParse - Converts the string representation of a number to its 32-bit signed integer equivalent. A return value indicates whether the conversion succeeded.
http://msdn.microsoft.com/en-us/library/f02979c7.aspx
NEW QUESTION: 3
Note: This question is part of a series of questions that present the same scenario. Each ques-tion on the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You manage a solution in Azure. You configure Event Hubs to collect telemetry data from dozens of industrial machines. Hundreds of events per minute are logged in near real-time. You use this da-ta to create dashboards for analysts.
The company is expanding their machinery and wants to know if the current telemetry solution will be sufficient to handle the volume of the increasing workload. The volume will increase 10 times by year end and on a regular basis thereafter. Latency will become more and more important as volume increases.
Messages must be retained for a week. Data must be captured automatically without price increase.
You need to recommend a solution.
Solution: Use the fully-managed platform as a service option in the dedicated tier to handle the increased volume.
Does the solution meet the goal?
A. No
B. Yes
Answer: A
Explanation:
Explanation/Reference:
Azure Event Hubs Dedicated is ideal for customers that need a single-tenant deployment, not the fully- managed platform, to manage the most demanding requirements.
Reference: https://docs.microsoft.com/en-us/azure/event-hubs/event-hubs-dedicated-overview
NEW QUESTION: 4
You have a DHCP server named Server1.
Server1 has an IPv4 scope that serves 75 client computers that run Windows 10.
When you review the address leases in the DHCP console, you discover several leases for devices that you do not recognize.
You need to ensure that only the 75 Windows 10 computers can obtain a lease from the scope.
What should you do?
A. Create and enable a DHCP filter.
B. Run the Add-DhcpServerv4ExclusionRange cmdlet.
C. Create a DHCP policy for the scope.
D. Run the Add-DhcpServerv4OptionDefinition cmdlet.
Answer: B