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NEW QUESTION: 1
CORRECT TEXT
Problem Scenario 68 : You have given a file as below.
spark75/f ile1.txt
File contain some text. As given Below
spark75/file1.txt
Apache Hadoop is an open-source software framework written in Java for distributed storage and distributed processing of very large data sets on computer clusters built from commodity hardware. All the modules in Hadoop are designed with a fundamental assumption that hardware failures are common and should be automatically handled by the framework
The core of Apache Hadoop consists of a storage part known as Hadoop Distributed File
System (HDFS) and a processing part called MapReduce. Hadoop splits files into large blocks and distributes them across nodes in a cluster. To process data, Hadoop transfers packaged code for nodes to process in parallel based on the data that needs to be processed.
his approach takes advantage of data locality nodes manipulating the data they have access to to allow the dataset to be processed faster and more efficiently than it would be in a more conventional supercomputer architecture that relies on a parallel file system where computation and data are distributed via high-speed networking
For a slightly more complicated task, lets look into splitting up sentences from our documents into word bigrams. A bigram is pair of successive tokens in some sequence.
We will look at building bigrams from the sequences of words in each sentence, and then try to find the most frequently occuring ones.
The first problem is that values in each partition of our initial RDD describe lines from the file rather than sentences. Sentences may be split over multiple lines. The glom() RDD method is used to create a single entry for each document containing the list of all lines, we can then join the lines up, then resplit them into sentences using "." as the separator, using flatMap so that every object in our RDD is now a sentence.
A bigram is pair of successive tokens in some sequence. Please build bigrams from the sequences of words in each sentence, and then try to find the most frequently occuring ones.
Answer:
Explanation:
See the explanation for Step by Step Solution and configuration.
Explanation:
Solution :
Step 1 : Create all three tiles in hdfs (We will do using Hue}. However, you can first create in local filesystem and then upload it to hdfs.
Step 2 : The first problem is that values in each partition of our initial RDD describe lines from the file rather than sentences. Sentences may be split over multiple lines.
The glom() RDD method is used to create a single entry for each document containing the list of all lines, we can then join the lines up, then resplit them into sentences using "." as the separator, using flatMap so that every object in our RDD is now a sentence.
sentences = sc.textFile("spark75/file1.txt") \ .glom() \
map(lambda x: " ".join(x)) \ .flatMap(lambda x: x.spllt("."))
Step 3 : Now we have isolated each sentence we can split it into a list of words and extract the word bigrams from it. Our new RDD contains tuples containing the word bigram (itself a tuple containing the first and second word) as the first value and the number 1 as the second value. bigrams = sentences.map(lambda x:x.split())
\ .flatMap(lambda x: [((x[i],x[i+1]),1)for i in range(0,len(x)-1)])
Step 4 : Finally we can apply the same reduceByKey and sort steps that we used in the wordcount example, to count up the bigrams and sort them in order of descending frequency. In reduceByKey the key is not an individual word but a bigram.
freq_bigrams = bigrams.reduceByKey(lambda x,y:x+y)\
map(lambda x:(x[1],x[0])) \
sortByKey(False)
freq_bigrams.take(10)

NEW QUESTION: 2
You have a /tmp/data directory containing the files .file, file1, and file2. You want to delete the directory and its content. In a terminal window, which command accomplishes this?
A. rmdir /tmp/data/
B. rm /tmp/data/
C. deldir /tmp/data/
D. rm -r /tmp/data/
Answer: D

NEW QUESTION: 3
オンプレミスのActive DirectoryドメインサービスドメインとAzure Active Directory（Azure AD）を含むネットワークを管理します。
オンプレミスまたはクラウドリソースを使用する場合、従業員は異なるアカウントを使用する必要があります。従業員が単一のアカウントを使用してすべての会社のリソースにサインインできるソリューションを推奨する必要があります。ソリューションはIDプロバイダーを実装する必要があります。
さまざまなIDプロバイダーに関するガイダンスを提供する必要があります。
各アイデンティティプロバイダーをどのように説明する必要がありますか？回答するには、回答領域の各リストから適切な説明を選択します。
注：それぞれの正しい選択は1ポイントの価値があります。

Answer:
Explanation:

Explanation

Box1: User management occurs on-premises. Azure AD authenticates employees by using on-premises passwords.
Azure AD Domain Services for hybrid organizations
Organizations with a hybrid IT infrastructure consume a mix of cloud resources and on-premises resources.
Such organizations synchronize identity information from their on-premises directory to their Azure AD tenant. As hybrid organizations look to migrate more of their on-premises applications to the cloud, especially legacy directory-aware applications, Azure AD Domain Services can be useful to them.
Example: Litware Corporation has deployed Azure AD Connect, to synchronize identity information from their on-premises directory to their Azure AD tenant. The identity information that is synchronized includes user accounts, their credential hashes for authentication (password hash sync) and group memberships.

User accounts, group memberships, and credentials from Litware's on-premises directory are synchronized to Azure AD via Azure AD Connect. These user accounts, group memberships, and credentials are automatically available within the managed domain.
Box 2: User management occurs on-premises. The on-promises domain controller authenticates employee credentials.
You can federate your on-premises environment with Azure AD and use this federation for authentication and authorization. This sign-in method ensures that all user authentication occurs on-premises.

References:
https://docs.microsoft.com/en-us/azure/active-directory-domain-services/active-directory-ds-overview
https://docs.microsoft.com/en-us/azure/active-directory/hybrid/whatis-fed

NEW QUESTION: 4
You have an Exchange Server 2010 SP1 organization.
You need to ensure that a user named user1 can manage the properties of all the public
folders in the organization.
What cmdlet should you use?
A. New-ManagementRoleAssignment
B. New-ManagementScope
C. New-MailContact
D. Set-MailUser
E. Set-MailboxFolderPermissions
F. Set-ManagementRoleAssignment
G. Set-Mailbox
H. Set-Group
I. Add-ADPermissions
J. New-TransportRule
Answer: A
Explanation:
Explanation/Reference: http://technet.microsoft.com/en-us/library/dd335193