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Question # 4

Suppose there is an application that needs to be accessed frequentlyOracleThe user table in the database, in order to improve performance, introduceRedisto cache users

information.

For this scene,RedisWhich of the following is the best data structure choice for ?

A.

list

B.

set

C.

hash

D.

sorted set

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Question # 5

existSparkmiddle,SparkSQLis an independent module that does not depend onSparkCorefinish independentlySQLSentence parsing, optimization

operations such as transformation and execution.

A.

True

B.

False

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Question # 6

for running onMapReduceThe application on the platform that this application depends onjarWhere will the bag be placed?

A.

HIVE

B.

HBASE

C.

HDFS

D.

DB

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Question # 7

FusionInsight HD in real-time processing scenarios, what computing frameworks are available? (multiple choice)

A.

Spark Streaming

B.

Streaming

C.

MapReduce

D.

HDFS

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Question # 8

existFusionInsight HDclient, executeskinit{account}command is to getKDCwhich content?

A.

Krb5.conf

B.

TGT

C.

ST

D.

jaas.conf

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Question # 9

Which of the following options isYamcore functionality?

A.

storage

B.

Resource management

C.

search

D.

data transmission

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Question # 10

HDFSclient withNcopy toHDFSWhen writing a file, if one of the replicas fails to write, all replicas will return to writing.

Entry failed.

A.

True

B.

False

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Question # 11

aboutStreamingdisaster recovery capability, which of the following statements is correct? (multiple choice)

A.

SupervisorAfter the process exits, it can beNimbusAutomatically identify and pull up without affecting running business.

B.

WorkerCan be used after abnormal exitSupervisorPulls up automatically without manual intervention.

C.

When a node fails, the tasks on the node will be reassigned to other normal nodes without manual intervention.

D.

NimbusAfter the failure, the backupNimbusIt will take over automatically without affecting the running business.

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Question # 12

There are the following scenarios: new data is generated by the online system every day500G, you need to make statistics on these data by day, week, month and other dimensions summary.

ask if it is suitable for useHiveWhat kind of table to handle?

A.

Bucket table, bucket according to day

B.

Partition table, partitioned by day

C.

skew table, skew field select date, skew value random

D.

partition+Bucket table, partitioned by time, each partition2560buckets

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Question # 13

aboutStreamingthe topology (Topology), which of the following descriptions is wrong?

A.

OneTopologyis made up of a group ofSpoutcomponents andBoltcomponents passStream GroupingsA connected directed acyclic graph (DAG)

B.

Topologywill run until it is explicitlykill

C.

Business logic is encapsulatedTopologymiddle

D.

OneTopologyOnly one can be specified to startWorkerprocess

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Question # 14

existHBaseWhile the application is running, the application can write data while creating the table.

A.

True

B.

False

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Question # 15

FusionInsight HDin, belonging toStreamingWhat are the roles of the service? (multiple choice)

A.

Nimbus

B.

Supervisor

C.

Broker

D.

quorumpeer

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Question # 16

FusionInsight HDin the system,HiveWhat are the supported interface types? (multiple choice)

A.

JDB, Cinterface

B.

ODB, Cinterface

C.

Pythoninterface

D.

Rubyinterface

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Question # 17

aboutRedisCluster topology information, is the following description correct?

A.

The client caches the topology information of the cluster

B.

The server caches the topology information of the cluster

C.

both are

D.

more than two

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Question # 18

existFusionInsight HDin the cluster,FlumeWhich service does not support writing collected data to the cluster?

A.

HDFS

B.

HBase

C.

Kafka

D.

Redis

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Question # 19

existKafka, which of the following commands can view aTopicHow many partitions are there?

A.

Kafka-topics.sh–describe

B.

Kafka-topics.sh–list

C.

kafka-topics.sh–alter

D.

kafka-topics.sh–create

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Question # 20

FusionInsight HDofHive, user-definedUDFcan andHiveBuilt-inUDFduplicate name, in this case,

will use user-definedUDF.

A.

True

B.

False

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Question # 21

FusionInsight HDin, aboutHive UFDSecondary development, is the following description correct? (multiple choice)

A.

user definedUDFBefore being used, it needs to beHivecreate this in the systemUDonly

B.

user definedUDF, information such as summary and status is not allowed.

C.

user definedUDF, can be added according to the actual situationdeterministicandstatefulletc. Notes.

D.

Under the secure cluster, user-definedUDF, it is recommended to create it once before each use.

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Question # 22

FusionInsight HDsystem, aboutHiveofJDB, CInterface type, which of the following descriptions is correct?

A.

In a network isolation environment,ZooKeeperofIPCan be configured as a businessIP, can also be configured to manageIP.

B.

HiveUnlike traditional databases, soJDB, CThe established connection does not need to be closed.

C.

In a secure cluster environment, establish andHiveBefore connecting, you need to use unified authentication to log in.

D.

useJDB, CsubmitSQL, you canSQLA semicolon ";" is added after the statement.

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Question # 23

FusionInsight HDmiddle,StreamingWhich of the following scenarios is applicable? (multiple choice)

A.

Streaming data monitoring

B.

Real-time visit statistics of the website

C.

Offline log analysis

D.

Traffic flow analysis

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Question # 24

When a task is submitted toYARNIn the cluster, which of the following options will generate for this taskTindivual JOPO

A.

ResourceManager

B.

container

C.

AppMaster

D.

NodeManager

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Question # 25

Suppose there is an application with10Tables, each table has tens of millions of records, and the number of fields is about20indivual.

Currently usingRedisto cache this10The data of a table, the design of its data structure, which of the following is the best design?

A.

usehashstructure, and a table uses ahash key, a row in the table records forhash keyone offield.

B.

usehashstructure, each row record of each table uses onehash key,hash keyoffieldThe fields of the corresponding table records,

and designKEYEach table adds a different prefix to distinguish it.

C.

usestringstructure, each field of each row record of each table uses oneKEY.

D.

usestringstructure, each row record of each table uses oneKEY,valueAll fields recorded for a row in a table? ? back

value of .

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Question # 26

existFusionInsight HDWhen developing applications with a secure version, you can usekeytabDocuments are authenticated securely.

A.

True

B.

False

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Question # 27

FusionInsight HDWhat are the supported ways to submitOozieOperation? (multiple choice)

A.

ShellOrder

B.

Java API

C.

Hue UI

D.

Rest API

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Question # 28

FusionInsight HDmiddle,StreamingWhat are the characteristics of? (multiple choice)

A.

stream processing

B.

high performance

C.

Scalable

D.

High fault tolerance

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Question # 29

aboutRedisCluster topology information, is the following description correct?

A.

The client caches the topology information of the cluster

B.

The server caches the topology information of the cluster

C.

both are

D.

more than two

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Question # 30
A.

Spark

B.

Streaming

C.

MapReduce

D.

HDFS

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Question # 31

When the cluster is normal,RedisClient initiates oncegetCall, the client has () times of message interaction with the server?

A.

1

B.

2

C.

3

D.

4

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Question # 32

existMapReduceIn application development of , which of the followingJAVA, Class responsible for managing and running a computational task?

A.

lob

B.

Context

C.

FileSystem

D.

Configuration

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Question # 33

existHBaseWhile the application is running, the application can write data while creating the table.

A.

True

B.

False

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Question # 34

existFlumeDuring the cascade transfer process, you can usefailovermode transmission, so that if startled

ofFlumeWhen the node fails or the data is received abnormally, it can automatically switch to another path to continue transmission

A.

True

B.

False

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Question # 35

useFusionInsight HDofHiveQuery data, when the amount of data in the intermediate results of the query is large, you can choose to compress the intermediate data

Structured data for better performance.

Which of the following areHiveRelevant parameters for intermediate result compression? (multiple choice)

A.

hive.exec.compress.intermediate

B.

hive.intermediate.compression.codec

C.

hive.exec.compress.output

D.

hive.intermediate.compression.type

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Question # 36

Which of the following methods can generateDStreamobject?

A.

KafkaUtils.createStream(…)

B.

KafkaUtils.createDirectStream(…)

C.

StreamingContext.socketStream

D.

StreamingContext.fileStream(…)

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Question # 37

existMapReduceDuring application development,setMapOutputCompressorClassWhat is the role of classes?

A.

AssumeSmapinput compression method

B.

set upmapHow the output is delivered

C.

set upmapoutput compression method

D.

set upreduceoutput compression method

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Question # 38

FusionInsight HD in real-time processing scenarios, what computing frameworks are available? (multiple choice)

A.

Spark Streaming

B.

Streaming

C.

MapReduce

D.

HDFS

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Question # 39

writingMapReduceWhich two interfaces are usually required to be implemented by developers?

A.

mapandcombine

B.

reduceandcombine

C.

combineandsort

D.

mapandreduce

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Question # 40

existFusionInsight HDmiddle,SparkBy defaultYARNAs a cluster resource management system.

A.

True

B.

False

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Question # 41

FusionInsight HD assuming a topology that setsspoutConcurrency is3,bot1Concurrency is 2,bot2Concurrency is3,workerThe number is2,Sobol1ofexecutorexistworkerHow is it distributed?

A.

twoworkerone of theworkerdistribute two

B.

twoworkerone for each

C.

no fixed rules

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Question # 42

RDDasSparkmost__________The core object has which of the following characteristics? (multiple choice)

A.

read only

B.

partition

C.

fault tolerance

D.

efficient

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Question # 43

aboutKafkaofPeoducer, is the following statement correct? (multiple choice)

A.

Produceris a message producer

B.

ProducerProduction data needs to be specifiedTopic

C.

Can play multiple at the same timeProducerprocess to the sameTopicsend data

D.

ProducerNeed to connect first when producing dataZooKeeper, and then connectBroker

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Question # 44

aboutFusionInsight HDplatformHiveservice, itsWebHCatDevelopment interface, the following description does not

the correct one is?

A.

Support based onRESTquery request

B.

WebHCatThe return data format isXML (Json)

C.

WebHCatbased onHTTPandHTTPS

D.

Agreement to provide services to the outside world able to passWebHCatCreate tables, query, etc.

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Question # 45

Oozieofworkflow.xmlfile is the workflow configuration file

A.

True

B.

False

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Question # 46

Below aboutZooKeeperThe description of the feature is wrong ()?

A.

Updates sent by the client are applied in the order in which they were sent.

B.

A message to be read by more than halfserverreceive, it will be able to successfully write to disk.

C.

Message updates can only succeed or fail, with no intermediate states.

D.

ZooKeeperThe number of nodes must be an odd number.

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Question # 47

HDFSclient withNWhen a copy writes a file, which of the following is true about the writing process?

(multiple choice)

A.

eachDataNodemaximum storage1copy.

B.

Support multiple users to write to the same file at the same time.

C.

The first copy of the data block is placed preferentially on the node where the client writing the data block is located.

D.

Copied file blocks all exist on the same rack by default.

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Question # 48

Which of the following business applications is notHiveApplicable scenarios?

A.

Real-time real-time online data analysis

B.

Data mining (user behavior analysis, interest division, regional display)

C.

Data Aggregation (Daily/Weekly user clicks, click ranking)

D.

Non-real-time analysis (log analysis, statistical analysis)

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Question # 49

In ThereNnodesFusionInsightHDDeploy in a clusterHBase, it is recommended to deploy()HMaster process, ( )RegionServerprocess?

A.

2, 2

B.

3, N

C.

2, N

D.

N, N

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Question # 50

HDFSThe system time of the node where the client is located is the same as theFusionInsight HDThe system time of the cluster should be maintained

Consistent, if there is a time difference, then the time difference should be less than a few minutes?

A.

5

B.

10

C.

20

D.

30

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Question # 51

for running onMapReduceThe application on the platform that this application depends onjarpackage will be put where?

A.

HIVE

B.

HBASE

C.

HDFS

D.

DB

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Question # 52

aboutFlumeThe characteristics of the collected data, which of the following descriptions are correct?

A.

Supports distributed and streaming acquisition

B.

with the help ofMapReducetask parallel collection

C.

Only structured data can be collected

D.

Trigger data collection with external timing tasks

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Question # 53

existFlumemiddle,sourceWhat is the main function of the function module?

A.

Get data and convert raw data into data objects that you process yourself

B.

Cache data and save data in memory or files according to different reliability policies

C.

Output data to the destination, support multiple output protocols

D.

Split the data and send the data to different destinations according to the characteristics of the data

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Question # 54

FusionInsight HDsystem, aboutHiveofJDB, CInterface type, which of the following descriptions is correct?

A.

In a network isolation environment,ZooKeeperofIPCan be configured as a businessIP, can also be configured to manageIP.

B.

HiveUnlike traditional databases, soJDB, CThe established connection does not need to be closed.

C.

In a secure cluster environment, establish andHiveBefore connecting, you need to use unified authentication to log in.

D.

useJDB, CsubmitSQL, you canSQLA semicolon ";" is added after the statement.

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Question # 55

Hbase one of Region conduct Split When operating, place aHFileThe file is really separated into two RegionAt what stage does the process take place?

A.

Splitin the process

B.

Flushin the process

C.

Compactionin the process

D.

HFilein the process of separation

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Question # 56

FusionInsight HDin useStreamingofA, CKWhich of the following statements is true

of? (multiple choice)

A.

After enabling Acker, Streaming will identify the failed Tuple and automatically resend it without human intervention pre.

B.

Acker will identify the processing timeout or processing failed messages as fail.

C.

Starting from the spout, failure of any link in the formed tuple tree will mark the entire tree as failure.

D.

The application needs to implement the message resend logic in the fail) interface method of spout.

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Question # 57

FusionInsight HDin, aboutLoaderIs the job description correct?

A.

LoaderSubmit the job toARNAfter execution, if at this timeLoaderIf the service is abnormal, this job executes line failed.

B.

LoaderSubmit the job toYARAfter a small execution, if a certainMapperTask execution fails, can be automatically Try again.

C.

LoaderIf the job fails to execute, garbage data will be generated, which needs to be cleared manually by the user.

D.

LoderSubmit an assignment toYARAfter the job is executed, no other jobs can be submitted until the job is executed Industry.

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Question # 58

Hadoopin the systemYARNWhat resource types are supported for management?

(Multiple Choice)

A.

Memory

B.

CPU

C.

Network

D.

DiskSpace

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Question # 59

useFusionInsight HDofHiveQuery data, when the intermediate result of the query has a large amount of data, You can choose to compress the intermediate result data for better performance. Which of the following areHiveCorrelation of intermediate result compression parameter? (multiple choice)

A.

hive.exec.compress.intermediate (middle)

B.

hive.intermediate.compression.codec

C.

hive.exec.compress.output

D.

hive.intermediate.compression.type

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Question # 60

FusionInsight HDin the platform,HBaseSecondary indexes are not currently supported.

A.

True

B.

False

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Question # 61

Oozieofworkflow.xmlfile is the workflow configuration file

A.

True

B.

False

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Question # 62

For multiple business sharingrowkey, What are the countermeasures for situations that lead to conflicting data access?

(multiple choice)

A.

Mouth compromise (rowkeyDesign takes into accountAandBbusiness needs)

B.

Port redundancy method (exchange space for time/effectiveness)

C.

Create a secondary index

D.

mouth pre-scoreregion

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Question # 63

FusionInsight HD which components are provided externallySQLor classSQLability? (multiple choice)

A.

HBase

B.

Hive

C.

Spark

D.

Redis

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Question # 64

useFusionInsight HDofHiveQuery data, when the intermediate result of the query has a large amount of data.

You can choose to compress the network result data to obtain better performance. Which of the following areHiveCorrelation of intermediate result compression

parameter? (multiple choice)

A.

hive.exec.compress.intermediate

B.

hive.intermediate.compression.codec

C.

hive.exec.compress.output

D.

hive.intermediate.compression.type

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Question # 65

existSparkin, becauseDataFramethanRDDThe higher-level interface will have more calling levels. because

Therefore, all based onDataFrameThe performance of the developed program will be higher than that based onRDDThe developed program has poor performance.

A.

True

B.

False

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Question # 66

fusioninsight, an application to chargeKerberosSecurity certification, which of the following options are

must be used? (multiple choice)

A.

krb5.confconfiguration file

B.

existFusionInsight ManagerUser account applied on

C.

user accountkeytabdocument

D.

jaas.confconfiguration file

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Question # 67

FusionInsight HDofStreamingforZooKeeperweak dependency, even ifZooKeeperFault

StreamingServices can also be provided as normal.

A.

True

B.

False

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Question # 68

FusionInsight HDin, aboutOoziejob management for suspended jobs

Which of the following operations? (multiple choice)

A.

mouthkill

B.

mouthrun

C.

mouthresume(wake)

D.

mouthsubmit

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Question # 69

Which of the following application scenarios mainly generate unstructured data?

(multiple choice)

A.

CRMcustomer relationship management business

B.

Seismic Mapping Analysis Business

C.

Taobao online payment service

D.

Financial Bill Imaging Service

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Question # 70

FusionInsiat HD the user wants to passHBase shelloperation to query aHBasein the table. In this scenario, it is recommended that the administrator assign a machine account to this user.

A.

True

B.

False

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Question # 71

FusionInsight HDin, useStreamingofLinuxWhen submitting a topology in command line mode, you need to first use an ownStreamingUser with submit permissionkinitway authentication

A.

True

B.

False

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Question # 72

existKafkain, aboutConsumerWhich statement is correct? (multiple choice)

A.

mouthConsumerMainly for data consumption

B.

mouthConsumerNeed to specify when consuming dataTopic

C.

multiple mouthsConsumerconfigure the samegroup.idwhen theseConsumerConsumed data will not be duplicated

D.

Kou XinConsumerAPIConsumption data does not need to be specifiedZooKeeperaddress

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Question # 73

existMapReduceIn the development framework,InputFormatWhat is the function of the class?

A.

mergemapThe result of the stage has the samekeyvalue key-value pair

B.

put allmapThe results of the stages are merged to get the final result

C.

rightmapThe results of the stages are sorted, merged,

D.

Split the input data into individualsplit, and willsplitfurther split intoright, then asmapinput to the function

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Question # 74

aboutFusionInsight HDplatformHiveservice, itsWebHCatDevelopment interface, the following description does not the correct one is?

A.

Support based onRESTquery request

B.

WebHCatThe return data format isXML

C.

WebHCatbased onHTTPandHTTPSAgreement to provide services to the outside world

D.

able to passWebHCatCreate tables, query, etc.

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Question # 75

existSparkIn application development, which of the following codes can correctly count words?

A.

rval counts = textFile.map(line => line.split("")).map(word =>(word,

1)).reduceByKey(+)

B.

val counts = textFile.flatMap(line => line.split(")).map(word =>(word,

1)).reduceByKey(+)

C.

vrval counts = textFie.map(line => line.split(")).map(word =>(word,

1)).groupByKey( )

D.

vrval counts = textFile.flatMap(line => line.split("")).map(word =>(word,

1)).groupByKey( )

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Question # 76

deployFusionInsight HD within the same clusterFlume ServerHow many nodes are recommended to deploy at least?

A.

1

B.

2

C.

3

D.

4

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Question # 77

existHBaseIn application development, when a table'sRowkeyRange and distribution are known, pre-score is recommendedregion,

Please call the following code (fragment) to pre-sort a tableregionAfter this table will create severalregion?

//Create a pre-partitionregionthe tablebyte【】I splits = new byte【4];splits【0】=Bytes.toBytes

("A");splits【1】=Bytes.toBytes("H");splits【2】=Bytes.toBytes("O");splits

【3】=Bytes.toBytes("U");admin.createTable(htd,splits);

A.

3

B.

4

C.

5

D.

6

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Question # 78

HiveWhich of the following scenarios does not apply to?

A.

Real-time online data analysis.

B.

Data mining, such as user behavior analysis, interest division, regional display.

C.

Data summary, such as daily and weekly user clicks, click ranking.

D.

Non-real-time analysis, such as log analysis, statistical analysis.

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