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HDPCD - Hortonworks Data Platform Certified Developer - Dump Information

Vendor : Hortonworks
Exam Code : HDPCD
Exam Name : Hortonworks Data Platform Certified Developer
Questions and Answers : 108 Q & A
Updated On : Click to Check Update
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HDPCD Questions and Answers

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QUESTION: 97

You write MapReduce job to process 100 files in HDFS. Your MapReduce algorithm uses TextInputFormat: the mapper applies a regular expression over input values and emits key- values pairs with the key consisting of the matching text, and the value containing the filename and byte offset. Determine the difference between setting the number of reduces to one and settings the number of reducers to zero.


  1. There is no difference in output between the two settings.

  2. With zero reducers, no reducer runs and the job throws an exception. With one reducer, instances of matching patterns are stored in a single file on HDFS.

  3. With zero reducers, all instances of matching patterns are gathered together in one

    file on HDFS. With one reducer, instances of matching patterns are stored in multiple files on HDFS.

  4. With zero reducers, instances of matching patterns are stored in multiple files on

HDFS. With one reducer, all instances of matching patterns are gathered together in one file on HDFS.


Answer: D


Explanation:

*/

public void run(Context context) throws IOException, InterruptedException { setup(context);

while (context.nextKeyValue()) {

map(context.getCurrentKey(), context.getCurrentValue(), context);

}

cleanup(context);


}


setup(Context) - Perform any setup for the mapper. The default implementation is a no-op method.

map(Key, Value, Context) - Perform a map operation in the given Key / Value pair. The default implementation calls Context.write(Key, Value)

cleanup(Context) - Perform any cleanup for the mapper. The default implementation

is a no-op method.


Reference:

Hadoop/MapReduce/Mapper


QUESTION: 102

Which one of the following files is required in every Oozie Workflow application?


  1. job.properties

  2. Config-default.xml

  3. Workflow.xml

  4. Oozie.xml


Answer: C


QUESTION: 103

Which one of the following statements is FALSE regarding the communication between DataNodes and a federation of NameNodes in Hadoop 2.2?


  1. Each DataNode receives commands from one designated master NameNode.

  2. DataNodes send periodic heartbeats to all the NameNodes.

  3. Each DataNode registers with all the NameNodes.

  4. DataNodes send periodic block reports to all the NameNodes.


Answer: A


QUESTION: 104

In a MapReduce job with 500 map tasks, how many map task attempts will there be?


  1. It depends on the number of reduces in the job.

  2. Between 500 and 1000.

  3. At most 500.

  4. At least 500.

  5. Exactly 500.


Answer: D


Explanation:

From Cloudera Training Course:

Task attempt is a particular instance of an attempt to execute a task


QUESTION: 105

Review the following 'data' file and Pig code.


image


Which one of the following statements is true?


  1. The Output Of the DUMP D command IS (M,{(M,62.95102),(M,38,95111)})

  2. The output of the dump d command is (M, {(38,95in),(62,95i02)})

  3. The code executes successfully but there is not output because the D relation is empty

  4. The code does not execute successfully because D is not a valid relation


Answer: A


QUESTION: 106

Which one of the following is NOT a valid Oozie action?


  1. mapreduce

  2. pig

  3. hive

  4. mrunit


Answer: D


QUESTION: 107

Examine the following Hive statements:


image


Assuming the statements above execute successfully, which one of the following statements is true?


  1. Each reducer generates a file sorted by age

  2. The SORT BY command causes only one reducer to be used

  3. The output of each reducer is only the age column

  4. The output is guaranteed to be a single file with all the data sorted by age


Answer: A


QUESTION: 108

Your client application submits a MapReduce job to your Hadoop cluster. Identify the Hadoop daemon on which the Hadoop framework will look for an available slot schedule a MapReduce operation.


  1. TaskTracker

  2. NameNode

  3. DataNode

  4. JobTracker

  5. Secondary NameNode


Answer: D


Explanation:

JobTracker is the daemon service for submitting and tracking MapReduce jobs in Hadoop. There is only One Job Tracker process run on any hadoop cluster. Job Tracker runs on its own JVM process. In a typical production cluster its run on a separate machine. Each slave node is configured with job tracker node location. The JobTracker is single point of failure for the Hadoop MapReduce service. If it goes down, all running jobs are halted. JobTracker in Hadoop performs following actions(from Hadoop Wiki:)

Client applications submit jobs to the Job tracker.

The JobTracker talks to the NameNode to determine the location of the data

The JobTracker locates TaskTracker nodes with available slots at or near the data The JobTracker submits the work to the chosen TaskTracker nodes.

The TaskTracker nodes are monitored. If they do not submit heartbeat signals often enough, they are deemed to have failed and the work is scheduled on a different TaskTracker.

A TaskTracker will notify the JobTracker when a task fails. The JobTracker decides what to do then: it may resubmit the job elsewhere, it may mark that specific record as something to avoid, and it may may even blacklist the TaskTracker as unreliable. When the work is completed, the JobTracker updates its status. Client applications can poll the JobTracker for information.


Reference:

24 Interview Questions & Answers for Hadoop MapReduce developers, What is

a JobTracker in Hadoop? How many instances of JobTracker run on a Hadoop Cluster?


Hortonworks HDPCD Exam (Hortonworks Data Platform Certified Developer) Detailed Information

THE HDPCD EXAM
Our certifications are exclusively hands-on, performance-based exams that require you to complete a set of tasks. By performing tasks on an actual Hadoop cluster instead of just guessing at multiple-choice questions, Hortonworks Certified Professionals have proven competency and Big Data expertise. The HDP Certified Developer (HDPCD) exam has three main categories of tasks that involve:
The exam is based on the Hortonworks Data Platform 2.4 installed and managed with Ambari 2.2, which includes Pig 0.15.0, Hive 1.2.1, Sqoop 1.4.6, and Flume 1.5.2. Each candidate will be given access to an HDP 2.4 cluster along with a list of tasks to be performed on that cluster.
To be fully prepared for the HDP Certified Developer exam, candidates should be able to complete all of the exam objectives.
TAKE THE EXAM ANYTIME, ANYWHERE
The HDP Certified Developer (HDPCD) exam is available from any computer, anywhere, at any time. All you need is a webcam and a good Internet connection. The cost of the exam is $250 USD per attempt.
HDP Certified Developer (HDPCD)
Hortonworks Certification Overview
At Hortonworks University, the mission of our certification
program is to create meaningful certifications that are recognized
in the industry as a confident measure of qualified, capable big
data experts. How do we accomplish that mission?
1. Our certifications are exclusively hands-on,
performance-based exams that require you to
complete a set of tasks.
2. By performing tasks on an actual Hadoop cluster
instead of just guessing at multiple-choice questions, an
HDP Certified Developer has proven competency and
big data expertise.
The HDP Certified Developer (HDPCD) exam is for Hadoop
developers working with frameworks like Pig, Hive, Sqoop and
Flume.
Purpose of the Exam
The purpose of this exam is to provide organizations that use
Hadoop with a means of identifying suitably qualified staff to
develop Hadoop applications for storing, processing, and
analyzing data stored in Hadoop using the open-source tools of
the Hortonworks Data Platform (HDP), including Pig, Hive, Sqoop
and Flume.
Exam Description
The exam has three main categories of tasks that involve:
• Data ingestion
• Data transformation
• Data analysis
The exam is based on the Hortonworks Data Platform 2.4
installed and managed with Ambari 2.2, which includes Pig
0.15.0, Hive 1.2.1, Sqoop 1.4.6, and Flume 1.5.2. Each candidate
will be given access to an HDP 2.4 cluster along with a list of
tasks to be performed on that cluster.
Exam Objectives
View the complete list of objectives on our website at
http://hortonworks.com/training/certification/hdpcd/.
Language
The exam is delivered in English.
Take the Exam Anytime, Anywhere
The$HDPCD$exam$is$available$from$any$computer,$anywhere,$at$
any$time.$All$you$need$is$a$webcam$and$a$good$Internet$
connection.
How to Register
Candidates need$to$create$an$account$at$www.examslocal.com.$
Once$you$are$registered$and$logged$in,$select$“Schedule$an$
Exam”,$and$then$enter$“Hortonworks”$in$the$“Search$Here”$field$
to$locate$and$select$the$HDP$Certified$Developer$exam. The$cost$
of$the$exam$is$$250$USD per$attempt.
Duration
2$hours
Description of the Minimally Qualified Candidate
The Minimally Qualified Candidate (MQC) for this certification can
develop Hadoop applications for ingesting, transforming, and
analyzing data stored in Hadoop using the open-source tools of
the Hortonworks Data Platform, including Pig, Hive, Sqoop and
Flume. Those certified are recognized as having high level of skill
in Hadoop application development and have demonstrated that
knowledge by performing the objectives of the HDPCD exam on
a live HDP cluster.
Prerequisites
Candidates for the HPDCD exam should be able to perform each
of the tasks in the list on our website at
http://hortonworks.com/training/certification/hdpcd/. Candidates
are also encouraged to attempt the practice exam.
Hortonworks University
Hortonworks University is your expert source for big data training
and certification. Public and private on-site courses are available
for developers, administrators, data analysts and other IT
professionals involved in implementing big data solutions.
Classes combine presentation material with industry-leading
hands-on labs that fully prepare students for real-world Hadoop
scenarios.
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Robin Cloud Platform significantly simplifies the deployment, administration and consolidation of the containerized Hortonworks records Platform (HDP) answer; on-premise or in the cloud. Hortonworks acknowledges the dissimilar merits of Docker container applied sciences when in comparison to digital machines and how Robin Cloud Platform most suitable allows the use of Containers for advanced facts-heavy pipelines. on the grounds that Robin become the primary Container solution to be demonstrated for HDP certification, we dedicated our personal QA team to place Robin Cloud Platforms HDP aid through a rigorous suite of assessments across all add-ons and elements of our platform. Hortonworks is excited about this collaboration and looks ahead to working with Hortonworks support subscribers who select the Robin Cloud Platform for his or her HDP deployment. referred to Scott Andress, vice chairman, world Channels & Alliances, Hortonworks. in contrast to different solutions available in the market that goal only container orchestration, Robin Cloud Platform addresses the whole software IO route a extra finished view allowing utility workflows to auto-configure the compute, network, storage layers. here is a key differentiation in aiding information-intensive applications like Hortonworks HDP that require quality tuning of all infrastructure layers to get the most useful efficiency and reliability. Robins structure allows IT teams to fulfill essentially the most annoying necessities for SLAs and efficiency isolation between HDP features even in a shared infrastructure atmosphere, whereas letting development and scientific person groups relish an app-store experience with 1-click on self-carrier workflows to install, scale and manage HDP clusters. Robins architecture differentiation additionally applies to all massive-statistics, NoSQL and RDBMS purposes like Cassandra, MongoDB, Oracle, MySQL, Postgres, IBM-Db2 and SAP-HANA. truly, Robin Cloud Platform has the broadest support of commercial enterprise facts apps available in the market, is the most effective solution that permits you to share resources across numerous functions and clients whereas guaranteeing efficiency isolation and the best answer that slashes deployment, as well as administration instances from days to minutes. we are honored to be the first and handiest Hortonworks certified companion designed and optimized for container know-how. We certainly architected Robin Cloud Platform for advanced distributed applications like HDP that need tons more than just Docker containers with storage plugin so as to meet production deployment and support requirements. i am satisfied to look this validated by Hortonworks checking out as here's respectable peace of mind for our purchasers deploying HDP atop Robin Cloud Platform. pointed out Premal Buch, CEO of Robin systems. Robin Cloud Platform is a Container-based pure software answer that sits between the application and the infrastructure and allows 1-click on software workflows for the person by using letting the functions auto-configure storage, compute and networking across on-premise and cloud-based environments. It has rest APIs and hooks to interface with the leisure of the ecosystem and requires no adjustments to the applications. Robin additionally offers two Free versions: 1. 5-Day Free Trial with limitless scale, scope and a full function set, and 2. Free for all times group version (CE) with a full function set with up to five Amazon (NASDAQ: AMZN) AMIs of any class or measurement. About HortonworksHortonworks is a number one company of commercial enterprise-grade, global facts management systems, capabilities and solutions that carry actionable intelligence from any category of records for over half of the Fortune one hundred. Hortonworks is committed to riding innovation in open supply communities, presenting enjoyable price to enterprise purchasers. together with its partners, Hortonworks offers know-how, potential and guide in order that commercial enterprise purchasers can undertake a modern facts structure. For extra counsel, consult with www.hortonworks.com. Hortonworks and HDP are registered emblems or emblems of Hortonworks, Inc. and its subsidiaries within the u.s. and different jurisdictions. For extra tips, please discuss with www.hortonworks.com. All different trademarks are the property of their respective owners. Hortonworks ContactJohn Roehm (408) 809-0773, comms@hortonworks.com About Robin SystemsRobin transforms the style business functions pressure the infrastructure by means of bringing collectively intention-built container-mindful block storage with application-aware manager into the cloud (inner most and/or public). This demonstrates unique benefits to dispensed, clustered and stateful functions together with huge-facts and Databases. With a crew that contains business veterans from leading enterprise expertise organizations akin to NetApp, Oracle, and Veritas, Robin seeks to disrupt the $20 billion-plus virtualization market with its container-based mostly compute and storage platform utility that can provide more desirable performance greater consolidation and a a good deal less demanding application lifecycle management than common hypervisor-primarily based virtualization. centered in 2013, the San Jose California-based business has raised greater than $27 million in mission funding from leading buyers comparable to Clear Ventures, DN Capital, USAA, Hasso Plattner Ventures and CloudScale Capital partners. web page: www.RobinSystems.comTwitter: twitter.com/RobinSystemsLinkedIn: www.linkedin.com/enterprise/robin-systemsFacebook: www.facebook.com/RobinSystems Robin methods, the Robin techniques logo and Robin Cloud Platform for business functions and software-to-Spindle quality of service guarantee are emblems or registered emblems of Robin systems, Inc., and are covered through trademark legal guidelines of the U.S. and different jurisdictions. All different product and company names are emblems or registered logos of their respective organizations. Media Contact for Robin SystemsAndrea Corry(925) 640-5482press@robinsystems.com While it is very hard task to choose reliable certification questions / answers resources with respect to review, reputation and validity because people get ripoff due to choosing wrong service. Killexams.com make it sure to serve its clients best to its resources with respect to exam dumps update and validity. Most of other's ripoff report complaint clients come to us for the brain dumps and pass their exams happily and easily. We never compromise on our review, reputation and quality because killexams review, killexams reputation and killexams client confidence is important to us. Specially we take care of killexams.com review, killexams.com reputation, killexams.com ripoff report complaint, killexams.com trust, killexams.com validity, killexams.com report and killexams.com scam. 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