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H13-723_V2.0 HCIP-Big Data Developer V2.0 Questions and Answers

Questions 4

about the followingHBaseofBloomFilterCharacter understanding, which statement is incorrect?

Options:

A.

used to filter data

B.

Used to optimize random performance

C.

will increase storage consumption

D.

Can accurately determine that a certain data does not exist

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Questions 5

existSpark, which of the following statements about broadcast variables is correct?

Options:

A.

broadcast variable in everyTasksave a copy

B.

broadcast variable in eachExecutorsave a copy

C.

Broadcast variables are read-only

D.

broadcast variable viaSparkContext.broadcast() method to generate

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Questions 6

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

Options:

A.

HIVE

B.

HBASE

C.

HDFS

D.

DB

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Questions 7

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?

Options:

A.

5

B.

10

C.

20

D.

30

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Questions 8

existFusionInsight HDUnder the client, to runMapReducegenerated by the applicationjarBag. Which command can be executed?

Options:

A.

hdfs dfs

B.

yarn jar

C.

yarn application

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Questions 9

existHBaseWhich of the following interfaces or classes does not need to be involved in the implementation of business logic for writing data?

Options:

A.

Put

B.

HTable

C.

HBaseAdmin

D.

PutList

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Questions 10

FusionInsight HDin, aboutLoaderIs the job description correct?

Options:

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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Questions 11

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

Options:

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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Questions 12

Solris a high-performance, basedLucenefull-text search service.SolrrightLuceneexpanded,

provides a ratioLuceneA richer query language and a powerful full-text search function are implemented, with a high degree of reliability.

Extensibility. At the same time fromSolr 4.0Version starts, supportsSolrCloudmodel.

Options:

A.

True

B.

False

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Questions 13

existSpark, the accumulator can realize high-speed parallel counter and variable summation; inSparkduring application development,

only inDriverGet the value of this counter on .

Options:

A.

True

B.

False

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Questions 14

when aMapReduceWhen the application is executed, which of the following actions ismapoccurred before the stage?

Options:

A.

split

B.

combine

C.

partition

D.

sort

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Questions 15

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

Options:

A.

Spark Streaming

B.

Streaming

C.

MapReduce

D.

HDFS

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Questions 16

YarnWhich role is to manage individual node resources (CPU/Memory)of?

Options:

A.

NodeManager

B.

Resource Manager

C.

Data Node

D.

NameNode

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Questions 17

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

Options:

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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Questions 18

aboutRedisCluster topology information, is the following description correct?

Options:

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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Questions 19

in aMapReduceapplication,mapThe output of the function is viaMapReduce? ?After processing, send toreduceletter

number. This process belongs to? ?Sort and group pairs.

Options:

A.

True

B.

False

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Questions 20

FusionInsight HD V100R002C60in, aboutHiveofPythonInterface type, which of the following descriptions is incorrect?

Options:

A.

RequirePythonversion no lower than2.6.6,not higher than2.7.0

B.

Client must havesetuptools, and the version is not lower than5.0

C.

hive_python_clientscript provides direct executionSQLfunctions, such ashive_python_client'show tables'

D.

PythonSecondary development does not support secure clusters

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Questions 21

forSpark Streamingapplication, in aJVM, there can only be one at a timeStreamingContextactive condition.

Options:

A.

True

B.

False

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Questions 22

existStreamingin application development,BoltUse which of the following interfaces to sendTuple?

Options:

A.

to emit

B.

execute

C.

open

D.

nextTuple

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Questions 23

existFusionInsight HDmiddle,FlumeWhich of the following are supportedsourceTypes of? (multiple choice)

Options:

A.

Avro

B.

HBase

C.

Kafka

D.

HTTP

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Questions 24

FusionInsight HDmiddle,OozieBefore submitting the job, you need to upload the configuration files andjarpackage toHDFS

Options:

A.

True

B.

False

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Questions 25

RedisofLISTData structure, suitable for which of the following scenarios? (multiple choice)

Options:

A.

Build queuing systems, such as message queues

B.

uniqOperations, such as getting the ranking value of all data in a certain period of time

C.

get latestNdata operations: for example, for a certain microblog, get the latest10comments

D.

Simulate stack operations

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Questions 26

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

Options:

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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Questions 27

FusionInsight HDofHiveIn the application, there are the following scenarios:? ? ?Storage files have higher? ?efficiency, and most

Minute? ?Only a part of the letter is involved in the file, this scenario is suitable for using a column file (ORC F??)storage.

Options:

A.

True

B.

False

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Questions 28

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

Options:

A.

HBase

B.

Hive

C.

Spark

D.

Redis

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Questions 29

Fusionlnsiht HDmiddle,Oozieclient'sJava APIwill be called when the task is runOozieClientWhich method of the class?

Options:

A.

suspend

B.

getJoblnfo

C.

submit

D.

run

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Questions 30

existSpark, assuminglinesIs anDStreamobject,filterStatements can be filtered out80%data for the following two

The correct statement is:

X: lines.filter(…).groupByKey(…)

Y: lines.groupByKey(…).filter(…)

Options:

A.

XCompareYhigher performance

B.

XCompareYlower performance

C.

XandYsame as performance

D.

UncertaintyXandYdifference in performance

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Questions 31

rightHBase, which of the following properties can be set? (multiple choice)

Options:

A.

Versions

B.

TTL

C.

Coprocessor

D.

Compression

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Questions 32

FlumewriteHDFSWhen the file is generated, what are the ways of generating the file? (multiple choice)

Options:

A.

Generate files directly according to the source file name

B.

Set the file generation time interval, close the old file when the time interval is reached, and the new data will be written to the new file

C.

Set the size of a single file, when the file size reaches the set value, the old file will be closed, and the new data will be written to the new file

D.

Set up single file storageeventquantity, when the file is storedeventWhen the number reaches the set value, the old file will be closed, and the new data will be

is written to a new file

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Questions 33

rightHBase, which of the following properties can be set? (multiple choice)

Options:

A.

Versions

B.

TTL

C.

Coprocessor

D.

Compression

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Questions 34

A project needs to save the Internet access data in a certain area, and search the full text of these Internet access records to see if there is any sensitive data.

Sensitive information is used to prevent crimes in this area. In this scenario, which of the following options is the best?

Options:

A.

Create an index on solr, save the data, and return all the data during full-text search

B.

Store data on HBase, and satisfy fuzzy matching queries through HBase's filtering feature

C.

When storing data, build an index on solr, and store complete data in HBase: query full text through solr

D.

Retrieve the key information of the record, and obtain the complete record on HBase through the key information

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Questions 35

Which of the following options isYarncore functionality?

Options:

A.

storage

B.

Resource management

C.

search

D.

data transmission

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Questions 36

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

account information.

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

Options:

A.

list

B.

set

C.

hash

D.

sorted set

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Questions 37

FusionInsight HDsystematicV100R002C60version,HiveOnly supports based onMapReduceEngine query service, not supported based onSparkEngine query service.

Options:

A.

True

B.

False

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Questions 38

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

Options:

A.

Nimbus

B.

Supervisor

C.

Broker

D.

quorumpeer

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Questions 39

existStreamingin application development,BoltUse which of the following interfaces to sendTuple?

Options:

A.

to emit

B.

execute

C.

open

D.

nextTuple

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Questions 40

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

Options:

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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Questions 41

Options:

A.

Spark

B.

Streaming

C.

MapReduce

D.

HDFS

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Questions 42

aboutRedisFeatures, the following description is correct? (multiple choice)

Options:

A.

low latency

B.

Rich data structures

C.

Support data persistence

D.

supportSQLquery interface

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Questions 43

Fusionlnsigt HD the user wants to passHBase shelloperation to query aHBaseThe contents of the table, this scenario is pushed down

It is recommended that the administrator assign a machine account to this user.

Options:

A.

True

B.

False

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Questions 44

FusionInsight HDin, aboutOozieWhich of the following descriptions is correct? (multiple choice)

Options:

A.

submitcommand to change the status of the job toPREP

B.

startcommand allowsPREPThe status of the job changes toRUNNING

C.

runcommand to change the job status toRUNNING

D.

killCommands can act onPREP/SUSPEND/RUNNINGstatus job

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Questions 45

forHBase rowkeyThe design principles described below are correct? (multiple choice)

Options:

A.

Attribute values with high access weight are placed inRowKeyFront

B.

Attribute values with high access weight are placed inRowkeysecond half

C.

Attribute values with good dispersion are placed inRowkeyfirst half

D.

Attribute values with good dispersion are placed inRowkeysecond half

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Questions 46

FusionInsight HD V100R002C60in, aboutHiveofPythonInterface type, which of the following descriptions is incorrect?

Options:

A.

RequirePythonversion no lower than2.6.6,not higher than2.7.0

B.

Client must havesetuptools, and the version is not lower than5.0

C.

hive_python_clientscript provides direct executionSQLfunctions, such ashive_python_client'show tables'

D.

PythonSecondary development does not support secure clusters

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Questions 47

HDFSThe system time of the node where the client is located is the same as theFusionInsight HDThe system time of the cluster should be consistent, if there is time

difference, then the time difference should be less than a few minutes?

Options:

A.

5

B.

10

C.

20

D.

30

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Questions 48

FusionInsight HDin useStreamingofA, CKWhich of the following statements is true? (multiple choice)

Options:

A.

enabledAckerLater,StreamingIt will identify the failure to sendTupleAnd automatically resend without human intervention.

B.

AckerThe message that will identify the processing timeout or processing failure isfail.

C.

fromspoutstarted, formedTupleFailure of any link in the tree will mark the entire tree as failed.

D.

The application needs to be inspoutoffail() interface method to implement message resend logic.

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Questions 49

Which of the following methods can generateDStreamobject?

Options:

A.

KafkaUtils.createStream(…)

B.

KafkaUtils.createDirectStream(…)

C.

StreamingContext.socketStream

D.

StreamingContext.fileStream(…)

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Questions 50

RedisofLISTData structure, suitable for which of the following scenarios? (multiple choice)

Options:

A.

Build queuing systems, such as message queues

B.

uniqOperations, such as getting the ranking value of all data in a certain period of time

C.

get latestNdata operations: for example, for a certain microblog, get the latest10comments

D.

Simulate stack operations

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Questions 51

aboutFlumeWhich of the following descriptions is correct?

Options:

A.

(1) data fromsourcearrivechannel;(2)sinkfromchannelfetch data

B.

(1) data fromchannelarrivesource;(2)sinkfromsourcefetch data

C.

(1) data fromsinkarrivechannel;(2)sourcefromchannelfetch data

D.

(1) data fromchannelarrivesource;(2)sinkfromsourcefetch data

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Questions 52

existFusionInsight HDproduct,KafkaWhat is the role name of the service?

Options:

A.

Producer

B.

Broker

C.

Consumer

D.

ZooKeeper

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Questions 53

FusionInsigt HDWhat distributed computing frameworks do big data platforms provide?

(multiple choice)

Options:

A.

HBase

B.

Sparkmemory-based distributed computing

C.

MapReduceDistributed offline batch computing engine

D.

StreamingDistributed stream computing engine

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Questions 54

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

Options:

A.

1

B.

2

C.

3

D.

4

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Questions 55

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

Options:

A.

read only

B.

partition

C.

fault tolerance

D.

efficient

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Questions 56

when aMapReduceWhen the application is executed, which of the following actions ismapoccurs before the stage of?

Options:

A.

Split

B.

combine

C.

partition

D.

sort

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Questions 57

Spark SQLIn the table, there are often many small files (the size is much smaller thanHDFSblock size), in this case,Sparkwill enable aTaskto process these small files, whenSQLexist in operationShufleWhen operating, will greatly increasehashThe number of dynamic buckets will seriously affect the performance.

Options:

A.

True

B.

False

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Questions 58

FusionInsight HDmiddle,OoziesupportHDFS Action.

Options:

A.

True

B.

False

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Questions 59

aboutFusonInsight HDofSpark, which of the following programming languages can be used to developSparkapplication? (multiple choice)

Options:

A.

C

B.

Scala

C.

Java

D.

Python

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Questions 60

due toSparkis a memory-based computing engine, therefore, aSparkThe amount of data the app can handle Can't give more than thisSparkThe total memory of the application.

Options:

A.

True

B.

False

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Questions 61

FusionInsight HDWhich of the following belong toOozieofMapReduce Actionconfiguration item? (multiple choice)

Options:

A.

name-node

B.

source (HDFSofAction)

C.

mapred.mapper.class

D.

job-tracker

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Questions 62

InstallFusionInsight HDofStreamingcomponents,NimbusHow many nodes does the role require to install?

Options:

A.

1

B.

2

C.

3

D.

4

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Questions 63

FHumeofproperties.propertiesMultiple configurations can be configured in the configuration filechannelto transmit data.

Options:

A.

True

B.

False

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Questions 64

FusionInsight HD assuming a topology that setsspoutConcurrency is3,bolt1Concurrency

for2,bok2Well degree is3.workerThe number is2,Sobolt1ofexecutorexistworkerhow to divide Cloth?

Options:

A.

twoworkerone of theworkerdistribute two

B.

twoworkerone for each

C.

no fixed rules

D.

twoworkerBoth are distributed

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Questions 65

FusionInsightHDin, aboutHivepartition (partation) function, which is wrong as described below?

Options:

A.

Partition fields are defined when the table is created

B.

There can only be one partition field, and multi-level partitions cannot be created

C.

Using partitions can reduce the data scan range of some queries, thereby improving query efficiency

D.

Partition fields can be used aswherecondition of the sentence

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Questions 66

FusionInsight HDWhich components in the platform support table and column encryption?

(multiple choice)

Options:

A.

HDFS

B.

HBase

C.

Hive

D.

Flink

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Questions 67

Flumesupport real-time data collectionsourceWhich is the type?

Options:

A.

taildir

B.

Log

C.

JMS

D.

Thrift

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Questions 68

existKafkamiddle,ProducerThis can be done by configuring the synchronization parameters (producer.type), to ensure that the data press

Options:

A.

sent in order.

B.

True

C.

False

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Questions 69

existStreamingin application development,BoltThe class uses which of the following interfaces to sendTuple?

Options:

A.

emit (issue)

B.

execute

C.

open

D.

nextTuple

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Questions 70

There are the following business scenarios: User online log files have been stored inHDFSabove, the log file content format the formula is: each online record has three fields, namely name, gender, and online time, and the fields are separated by ",";

It is required to print out all female netizens who spend more than two hours online. Which of the following code snippets can achieve

The above business scenario? (multiple choice)

Options:

A.

sc.textFile("/data/file/path”).map(.split(",")).map(p=>FemaleInfo(p

(O),p(1),p(2).trim.toInt)).toDF.registerTemp Table("FemaleinfoTable”)sqlContext.sql

("select name,sum(stay Time)as stay Time from FemaleInfoTable where gender=

female'group by name”).filter("stay Time >=120”).collect).foreach(printin)

B.

sc.textFile("/data/file/path").map(.split(",")).map(p=>FemaleInfo

(p(O),p(1),p(2).trim.toInt)).toDF.registerTemp Table("Female infoTable")

sqlContext.sq(l "select name, sum(stay Time)as stay Time from FemaleInfoTable where

gender=female).filter(“stay Time >=120”).collect).foreach(printin)

C.

val text=sc.textFile("/data/fle/path")

val data=text.filter(_.contains("female"))

Val fermaleData:RDD(String,Int) =data.map{line=>val t=line.split(',')

(t(0),t(2).toInt)

}.reduceByKey(_+_)

Val result=femaleData.filter(line=>line.2>120)

Rusult.collect.map(x=>x._1 + ',' + x._2).foreach(println)

D.

val text=sc.textFile("/data/fle/path”)

val data=text.filter(_.contains("female”))

Val fermaleData:RDD(String,Int) =data.map(line=>val t=line.split(',')

(t(0),t(2).toInt)

}

Val result=femaleData.filter(line=>line.2>120)

Rusult.collect.map(x=>x._1 +','+ x._2).foreach(println)

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Questions 71

HDFSmiddleNameNodeUsed to store metadata for the file system.

Options:

A.

True

B.

False

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Questions 72

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

Options:

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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Questions 73

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

Options:

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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Questions 74

HiveWhich of the following scenarios does not apply to?

Options:

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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Questions 75

HBasetablerowkeyDesign is a very important development and design link. Suppose there is the following scenario,

The most frequent query scenario is to query the historical call records of each month and half a year based on the mobile phone number. Which of the followingrowkey

Design is optimal?

Options:

A.

name ten mobile number

B.

date ten phone number

C.

Phone number+date

D.

Phone number+Name

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Questions 76

Spark Streamingavailable fromKafkaReceive data and perform calculations, and the calculation results can only be stored inHDFS,

can't write backKafka.

Options:

A.

True

B.

False

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Questions 77

HadoonIn the system: ifHDFSThe backup factor of the file system is3,SoMapReduceevery time

In progresstaskall from3The segment of the file that needs to be processed is transmitted on a machine with a replica.

Options:

A.

True

B.

False

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Questions 78

FusionInsight HDin, useStreamingofLinuxWhen submitting a topology in command line mode, you need to

first use a possessedStreamingUser with submit permissionkinitway authentication

Options:

A.

True

B.

False

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Exam Code: H13-723_V2.0
Exam Name: HCIP-Big Data Developer V2.0
Last Update: May 2, 2024
Questions: 526
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