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PR000041 PowerCenter Data Integration 9.x:Developer Specialist

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PR000041 exam Dumps Source : PowerCenter Data Integration 9.x:Developer Specialist

Test Code : PR000041
Test name : PowerCenter Data Integration 9.x:Developer Specialist
Vendor name : Hortonworks
: 70 actual Questions

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Hortonworks PowerCenter Data Integration 9.x:Developer

2018 ETL tools evaluation | actual Questions and Pass4sure dumps

Extract, transform, and load (ETL) apparatus permit agencies to bear their statistics obtainable, significant, and usable across disparate records techniques. customarily, corporations first know a necessity for ETL tools when they gain learning of the can impregnate and complexity of attempting to code and build an in-residence answer.

When it involves selecting the best ETL device, you've got several alternatives. that you may are trying to collect open-supply ETL apparatus to bring an answer. This strategy can toil for some cases, but corporations often locate themselves needing greater — greater performance/features, extra flexibility, and greater help.

The subsequent option is to fade along with an incumbent company: an respond that deals well with ultra-modern ordinary data sources and streams. Incumbent providers present the steadiness and comfort of a big or regular brand.

The third class of ETL utensil is the coincident ETL platform. These are often cloud-based mostly solutions and present end-to-conclusion assist for ETL of facts from an latest records supply to a cloud records warehouse. they are furthermore constructed to lead the ever-becoming checklist of internet-based mostly information streams.

For this establish up, we'll dive into the world of incumbent ETL tools — the habitual suspects, the merits, and the drawbacks — and then finally conclude up with a short discern on the modern ETL systems.

Incumbent ETL apparatus Overview

Incumbent ETL tools bear up the vast majority of the ETL utensil market — and that stands to purpose. they hold been around the longest and many were designed by very gigantic corporations (Microsoft, IBM, etc.) so the pre-installed client foundation became titanic.

Some of those apparatus consist of a collection of apparatus used collectively, customized to resolve specific complications. and because many companies hold their information saved in legacy, monolithic databases and techniques, the producers are smartly-located to provide tools emigrate that information and to assist the present batch-processing strategy.

well-known Incumbent ETL tools

here is now not an entire checklist, however it does cowl the foremost choices.

IBM InfoSphere tips Server

IBM InfoSphere guidance Server is an ETL device and a allotment of the IBM information structures solutions suite and IBM InfoSphere. It uses a graphical notation to assemble statistics integration options and is purchasable in a lot of types (Server edition, commercial enterprise version, and MVS edition).

Informatica PowerCenter

Informatica PowerCenter is the established identify for an ETL product suite including the PowerCenter client tools, Server, and Repository.

records is kept within the repository where it is accessed through the customer tools and the server. movements are executed on the server, which connects to sources and ambitions to fetch the facts, apply full transformations, and cargo the records into target systems.

iWay application

counsel Builders' iWay Integration Suite gives each software and statistics integration capabilities. clients expend them to manage both structured and unstructured information. The suite contains iWay DataMigrator, iWay carrier manager, and iWay established Adapter Framework.

Microsoft SQL Server Integration capabilities

Microsoft SQL Server Integration capabilities (SSIS) is a platform for pile excessive-efficiency facts integration options, together with ETL applications for records warehousing.


The OpenText Integration hub is an integration platform that gives organizations the means to extract, increase, transform, combine, and migrate facts and content material from one or many repositories to any original vacation spot.

Oracle GoldenGate

Oracle GoldenGate is a comprehensive application kit for precise-time statistics integration and replication in heterogeneous IT environments.

Pervasive application

Pervasive's records Integrator platform is an enterprise facts integration utility solution that enables groups to build connections between any ilk of records source and application. statistics Integrator supports true-time integration eventualities.

Pitney Bowes software

Pitney Bowes presents a gigantic suite of tools and options targeted around records integration. Sagent statistics rush is a multifaceted integration engine that collates records from disparate sources and offers a complete set of information transformation tools to extend its company value.

SAP company Objects data functions

formerly traffic Objects facts Integrator, SAP BusinessObjects statistics capabilities (BODS) is an ETL device used for records integration, statistics high-quality, statistics profiling, and facts processing. It allows you to integrate and seriously change depended on data-to-records warehouse methods for analytical reporting.

SAS data management

constructed on the SAS platform, SAS information administration is SAS's entry into ETL the device market. The platform consists of a gigantic suite (20+) of SAS tools and services.

solar Java Composite application Platform Suite

sun's ETL and information integration apparatus are a allotment of a gigantic Java Composite software Platform Suite (CAPS). CAPS, or Java CAPS, is a standards-based traffic service Bus software suite from Oracle service provider. Java CAPS has a few components which aid to combine present applications and deliver original enterprise services in a provider-oriented architecture atmosphere.


Sybase ETL comprises Sybase ETL pile and Sybase ETL Server.

Sybase ETL pile is a GUI device for growing and designing records transformation projects and jobs. This device gives an entire simulation and debugging atmosphere designed to pace the pile of ETL transformation flows. Sybase ETL construction includes an ETL evolution Server that controls the genuine processing, similar to connecting to databases and executing processes.

Sybase ETL Server is a scalable and dispensed grid engine that connects to facts sources and extracts and hundreds records to information targets the expend of transformation flows (designed the usage of Sybase ETL building).


SyncSort Cloud solutions entry and integrates records from quite a lot of sources and helps relocating that data to cloud repositories.

barriers of Incumbent ETL tools

The biggest drawback of incumbent tools is that they had been designed to toil in batch: accumulate some information, upload it, accumulate greater facts, add it, etc. Batch loading of facts works in some cases; although, there are issues with a batch-handiest strategy.

Batch records transformation apparatus may furthermore live difficult to establish in coerce for cross-platform statistics sources, particularly the dwelling trade records trap (CDC) is concerned. When anything goes incorrect with your batch facts upload, you should music down the problem, troubleshoot, and re-publish the job at once. This ilk of oversight coping with is critical, as lost records will furthermore live an immense problem in circumstances where you've got, for instance, surpassed your 24-hour allotment of API calls within the statistics warehouse, or where the incoming information receives backed up and CDC counsel is lost or overwritten.

And what in regards to the ever-growing to live number of streaming and other styles of statistics sources? They don't seem to live a pretty first-rate meet for toolsets designed and built round batch processing, principally with latest calls for that the freshest records live obtainable as quickly as viable.

up to date ETL tools Overview

The coincident suite of ETL apparatus had been constructed with true-time, streaming records processing and the cloud in intellect. These newest entries were born to combine neatly with advanced cloud facts warehouses and to aid the ever-becoming variety of facts sources and streams.

latest trends continue to element to the cloud, and relocating IT and ETL to the cloud best makes experience. Cloud-based mostly ETL capabilities are the natural subsequent step. They aid the identical batch mannequin as their predecessors, however they're taking ETL to the next stage, often offering assist for true-time facts, quick-witted schema detection, and extra.

modern demands on ETL processes render the batch method basically out of date. gone are the days of nightly fiscal or stock updates, as agencies and their shoppers claim the freshest information. groups maintaining with the ever-starting to live list of information streams necessity real-time ETL processing.

And with the necessity for real-time facts entry comes a primary trade in structure. present day model is based on circulate processing and dispensed message queues akin to Kafka. modern processes from companies relish Alooma and others comprise these original technologies to present SaaS systems and on-prem options. As allotment of the circulation, coincident ETL structures present differing tiers of transformation, from pretty much not anything (as a substitute, transformation occurs in the statistics warehouse, after loading, AKA ELT) to full control by means of code (Python, Java, and so on.).

The final piece of the mystify is information integrity. What occurs if allotment of the technique lags in the back of or fails? What occurs to the information traveling in the course of the pipeline? Any in fact coincident ETL platform needs to hold a sturdy protection internet in-built for oversight managing and reporting.

common modern ETL systems and equipment

right here's a list of essentially the most commonplace modern ETL platforms and tools.


Alooma is an enterprise records pipeline platform built for the cloud. Alooma gives information groups a latest, scalable cloud-based mostly ETL solution, bringing collectively statistics from any records supply into any information warehouse, full in real-time.

  • Error dealing with: coping with, monitoring/reporting, restreaming

  • Transformation: ETL with aid for Python transforms

  • Confluent

    Confluent is a full-scale facts streaming platform in line with Apache Kafka and capable of post-and-subscribe and storage and processing of records inside the stream. Confluent offers an open-supply edition of its platform.

  • Error dealing with: Monitoring simplest

  • Transformation: ETL, Kafka Streams API

  • Fivetran

    Fivetran is a SaaS data integration utensil that extracts records from distinct cloud features, databases, and company intelligence (BI) apparatus and hundreds it into a data warehouse.

  • Error handling: Monitoring best

  • Transformation: ELT, restricted

  • FlyData

    FlyData is a SaaS facts migration device that makes it workable for administration of the facts load technique from MySQL, PostgreSQL, MariaDB, Percona, and logs in CSV/TSV/JSON to an Amazon Redshift statistics warehouse.

  • Error dealing with: sure, buffered

  • Transformation: ELT, confined

  • Matillion

    Matillion offers cloud records integration ETL apparatus constructed principally for Amazon Redshift, Google BigQuery, and Snowflake.

  • Error coping with: Supported by means of code, no longer built-in

  • Transformation: ETL, graphical builder

  • SnapLogic

    SnapLogic offers records integration platform-as-a-carrier apparatus for connecting cloud information sources, SaaS functions, and on-prem company utility purposes.

  • Error managing: Supported, but not developed-in

  • Transformation: ETL, graphical builder

  • sew facts

    sew is a cloud-first, developer-focused device for abruptly touching statistics.

  • Error coping with: manual, data are logged in rejection desk

  • Transformation: Quasi-ETL, restrained

  • StreamSets

    StreamSets is a cloud-native collection of products to control facts glide; the issue of changes in facts, statistics sources, facts infrastructure, and records processing.

  • Error managing: yes (error list dealing with)

  • Transformation: ETL, code, and GUI

  • Striim

    Striim (pronounced "move") is a true-time, streaming analytics, and statistics integration platform.

  • Error managing: Monitoring handiest

  • Transformation: ETL, constructed-in and Java capabilities

  • Wrapping Up

    ultra-modern want for superior data analytics requires a coincident approach to information integration. even if you're seeking to involve statistics from databases, streaming functions, information, or different sources, choosing the birthright toolset is critical. a coincident platform, developed-in and for the cloud, may give your enterprise the facet you need.

    Informatica PowerCenter, gigantic records edition, facts first-class and B2B Now fully Supported on Amazon web features | actual Questions and Pass4sure dumps

    April 09, 2015 07:00 ET | source: Informatica

    Redwood metropolis, Calif., April 9, 2015 (GLOBE NEWSWIRE) -- Informatica employer (Nasdaq:INFA), the realm's no 1 unbiased issuer of records integration software, today announced that Informatica PowerCenter, gigantic information version (BDE), B2B information change and data high-quality are actually attainable to rush on Amazon internet features (AWS). With Informatica on AWS, customers hold a seamless records integration and information administration journey. they can rush their full Informatica statistics pipeline on AWS by using taking potential of assorted AWS features.

    purchasers can now rush Informatica products on AWS with their original or existing on-premises licenses, whereas additionally taking abilities of Informatica's award-profitable befriend services to live certain their information integration success within the AWS Cloud.

    The skill to rush PowerCenter, massive records edition, B2B facts trade and data character on AWS opens the door to improved deployment flexibility, traffic agility and operational impregnate reductions. With AWS, businesses can at once delivery using or expanding their Informatica-based solutions devoid of awaiting servers to live ordered and deployed. they can elect to rush their production information integration, information transformation, records first-rate and records alternate systems on Hadoop or typical infrastructure systems on AWS. 

    Amit Walia, senior vice chairman and universal manager, facts Integration and security, Informatica, talked about, "Informatica is extending its cloud method to encompass making its trade-leading, on-premises products accessible on AWS's business-main infrastructure. Cloud-first and hybrid IT corporations, as well as line-of-enterprise businesses, can now movement ahead with Informatica PowerCenter, gigantic records edition, B2B records alternate and facts exceptional as vital ingredients of their hosted first-rate data pipelines with complete self assurance that Informatica is solidly in the back of them."

    wealthy Belanger, ProQuest CIO, mentioned, "The capacity to rush Informatica in Amazon Elastic Compute Cloud (Amazon EC2) enables ProQuest to leverage most reliable practices and original applied sciences in quite a few areas of their business. It gives us the flexibility to effortlessly add additional capability, and they can test original configurations devoid of the commitment of hardware purchases."

    other advantages of Informatica implementations hosted on AWS encompass AWS's low-cost pay-for-use pricing, tall reliability compute environment and the means to leverage AWS information and storage services. These capabilities encompass excessive-efficiency connectivity to Amazon elementary Storage provider (Amazon S3) for affordable storage, Amazon Relational Database service (Amazon RDS) and Amazon Redshift, a quick, entirely managed, petabyte-scale information warehouse respond that makes it primary and economical to effectively anatomize full records the usage of present traffic intelligence equipment. 

    "Informatica's inventive records integration and administration options, hosted on AWS, allow firms to straight away and simply hoist capabilities of incredibly scalable, at ease and most economical AWS capabilities, together with Amazon Redshift, Amazon RDS, and Amazon S3," spoke of Terry shrewd, vice president of international accomplice Ecosystem, Amazon internet services, Inc. "With these original choices from Informatica, their joint consumers hold much more alternate options to leverage the AWS Cloud."

    Cloud or on-premises: no additional can charge, no exchange-off

    Informatica PowerCenter, gigantic information version, B2B statistics trade and records nice now rush on AWS, simply as if they hold been deployed on ordinary on-premises servers. in spite of even if they are deployed in the cloud or on-premises, consumers come by hold of:

    ·         full functionality to enable companies to create and control wealthy, high-quality statistics pipelines to feed analytics and operational methods.

    ·         hundreds of out-of-the-field records source connectors and pre-developed information parsers are similar.

    ·         They may furthermore live used for the selfsame purposes, including proof-of-idea, pile and/or full creation deployment.

    ·         They retain the identical high-productivity, codeless visible construction environment.

    ·         they are totally supported through Informatica professional services and Informatica international customer support.

    ·         No special license is required.

    Supported operating systems are additionally similar. Informatica PowerCenter, B2B information change and data fine aid the identical operating methods on Amazon EC2 as they Do when working on-premises, while Informatica BDE runs on supported versions of Cloudera and Hortonworks Hadoop distributions on Amazon EC2.

    About Informatica PowerCenter, huge records edition and records satisfactory

    Informatica PowerCenter, gigantic information version and statistics pleasant are used with the aid of hundreds of organizations to dwelling mission-critical, exotic records pipelines into creation.  Informatica provides a all lot of pre-built connectors and parsers, and a codeless visual evolution device with a prosperous palate of high-performance transformations. purchasers can hoist talents of the more than a hundred,000 educated Informatica builders worldwide and Informatica's award-profitable support. This reduces time and possibility to deployment of statistics initiatives. Informatica big information version can execute the total records pipeline, including profiling, parsing, transformation and cleaning, leveraging the computing power of Hadoop on-premises or hosted on Amazon EC2. Informatica tremendously reduces the competencies and time required to establish huge statistics tasks into construction.

    About Informatica B2B data change

    through codeless, visual tools, Informatica B2B information alternate offers a complete management and monitoring environment that permits organizations to aggregate, alternate and partake statistics. It additionally provides superior information transformation for full records codecs, together with unstructured statistics, business-usual records, XML, and a few proprietary codecs. With Informatica B2B statistics alternate, agencies can effortlessly combine the volume and sweep of facts and streamline at ease assistance change throughout channels. The utility reduces onboarding time by way of up to 80 percent, rapidly identifies and resolves complications to enrich consumer and associate relationships, and maximizes basic operational performance.

    About Informatica international consumer assist

    Informatica's award-profitable world client befriend corporation is dedicated to making inevitable customer success. This has resulted in probably the most optimum renewal rates in commercial enterprise software. For 9 consecutive years, Informatica has done suitable marks in client loyalty within the statistics Integration consumer delight Survey performed by unbiased research enterprise TNS, a world chief in perception and tips. This comprises cogent scores in the category of assist courses meeting customer wants.  Informatica valued clientele can contact the enterprise for uphold in operating Informatica PowerCenter, huge statistics version, B2B facts trade and statistics fine on Amazon EC2, simply as they'd if these programs were establish in on typical on-premises servers.


    Informatica PowerCenter, B2B data exchange and Informatica gigantic statistics edition can live establish now to rush on Amazon EC2.

    Informatica management in fresh Gartner Magic Quadrant stories:

    ·         Gartner 2014 Magic Quadrant for records considerable tools (Nov. 26, 2014)

    ·         Gartner 2014 Magic Quadrant for information Integration apparatus (July 24, 2014)

    Tweet this:  news: @InformaticaCorp extends on-premises facts integration choices onto Amazon web features #AWS

    About Informatica

    Informatica enterprise (Nasdaq:INFA) is the world's number one unbiased provider of  application. corporations around the world signify on Informatica to understand their assistance talents and power cogent traffic imperatives. Informatica Vibe, the industry's first and most effective embeddable virtual data desktop (VDM), powers the unique "Map once. installation any place." capabilities of the Informatica Platform. international, over 5,500 organisations depend on Informatica to wholly leverage their guidance assets from contraptions to cellular to convivial to gigantic statistics dwelling on-premise, within the Cloud and throughout convivial networks. For extra assistance, convene +1 650-385-5000 (1-800-653-3871 in the U.S.), or talk over with connect with Informatica at, and



    Informatica, Informatica massive information edition, the Informatica Platform, Informatica PowerCenter and Informatica Vibe are emblems or registered emblems of Informatica employer within the u.s. and in jurisdictions during the realm. full other company and product names may live exchange names or logos of their respective house owners.

    Steve Bauer Informatica service provider +1 650 385 4159 +1 650 670 7135

    all over the world technology Introduces data Warehouse Optimization appliance | actual Questions and Pass4sure dumps

    ST. LOUIS & long island--(business WIRE)--everywhere expertise, Inc. (WWT), a market-main systems integrator that provides creative technology and supply chain solutions, introduced today that it has engineered an information Warehouse Optimization (DWO) appliance that integrates Hadoop, Cisco and premier-in-class facts integration utility and features to assist valued clientele optimize gigantic data efficiency and lop back records warehouse charges. The solution will live on screen at Strata + Hadoop World, October 15-17 at the Javits hub in manhattan, N.Y.

    “WWT acknowledges that almost full businesses don't hold the time, resources or talents to evaluate full the hardware and application options required to optimize information warehouse efficiency,” talked about Bob Olwig, vp of company method and Innovation with WWT. “Our big information consultants and infrastructure engineers hold designed and integrated hardware, utility and services birthright into a sole DWO solution that alleviates efficiency bottlenecks, permits groups to hoist full competencies of their statistics sets and demonstrates a cogent recrudesce on funding within two months.”

    The pre-developed, validated DWO appliance offloads statistics instruction and processing transactions to Hadoop and permits statistics to live captured and analyzed in its endemic unstructured layout. Cisco techniques Unified Computing system offers the groundwork for the DWO answer, with a validated architecture that unites compute, community, storage entry and virtualization into one cohesive equipment.

    The DWO respond comprises add-ons from Appfluent, Informatica, Cloudera, Hortonworks and MapR. Appfluent Visibility utility identifies ETL (extract, transform, load) tactics and records that will furthermore live offloaded to Hadoop for long-time term storage and future use. Informatica PowerCenter massive data version offloads information and processing not required for every day capabilities onto Hadoop. Parallel processing and Hadoop distribution are powered by using MapR, Cloudera or Hortonworks, counting on client preferences.

    “a crucial step in any data Warehouse Optimization solution is the identification of what records and ELT workflows should live offloaded from the facts warehouse to Hadoop,” referred to Prem Jain, chief architect for WWT’s massive statistics follow. “Appfluent Visibility permits their genesis team to examine the measurement of the information Warehouse Optimization possibility at the start of an engagement, and bear certain they seize precise ROI for their valued clientele.”

    WWT rounds out the brand original DWO solution with a number professional capabilities, including records environment Assessments to identify statistics and associated technique candidates for offloading, and integration services finished with connecting the DWO appliance to an established statistics warehouse and identifying and migrating excessive-price workflows, tables and experiences. full of the accessories of the WWT DWO appliance can furthermore live evaluated hands on through the company’s superior technology core.

    feedback on the announcement:

    “WWT’s DWO appliance with Informatica’s gigantic records version makes it workable to Do statistics integration and exceptional on Hadoop without requiring Hadoop potential. the profit of expend they convey speeds up deployments and raises developer productiveness as much as 5 times. Informatica is blissful to live included within the records Warehouse Optimization (DWO) appliance that WWT has created to supply an end-to-conclusion analytics solution which eliminates massive data complexity and speeds time to market,” talked about Todd Goldman, Informatica vice president and familiar manager of commercial enterprise facts Integration.

    “colossal corporations can not find the money for to conveniently buy extra storage and servers from legacy database vendors to address their information warehouse efficiency and means obstacles,” said straightforward Gelbart, CEO of Appfluent. “WWT’s facts Warehouse Optimization respond delivers the capability to address the challenges and costs of gigantic information with the modern statistics warehouse architecture that integrates Hadoop to create a original analytic facts Warehouse.”

    “MapR is completely blissful to live a allotment of WWT’s original records Warehouse Optimization respond and dealing with WWT’s big facts consultants, who are on the forefront of rethinking enterprise statistics architectures. The MapR Hadoop distribution is especially designed for traffic deployments, providing best-in-class reliability, facts coverage and performance that allows a respectable system of list for long-time term statistics offload to maximize ROI and company impact,” talked about Jon Posnik, vp of enterprise development, MapR applied sciences.

    “The emerging approach of the usage of Hadoop as an enterprise statistics hub enables organizations to extend the cost of their records warehouse infrastructure. WWT's original apparatus helps pace time to cost, maximize productivity and minimize chance,” referred to Tim Stevens, vice president traffic and company construction, Cloudera.

    WWT’s Presence at Strata + Hadoop World:

    seek counsel from booth #525 to answer WWT specialists and key companions Informatica, Appfluent, MapR, Cloudera and Hortonworks birthright through Strata + Hadoop World. individuals of WWT’s huge facts apply will respond questions and conduct respond demonstrations full the way through the adventure using collaboration apparatus from the company’s advanced know-how center. WWT will even live featuring “Mining the IoT for traffic price: How WWT Helped one of the vital largest Mining companies prognosticate Engine failures,” within the options showcase Theater on Thursday, October 16 at three:forty five p.m.

    About WWT

    everywhere technology, Inc. (WWT) is a systems integrator with greater than $6 billion in annual profits that gives creative expertise and supply chain options to giant public and private groups. The company brings to market a powerful blend of knowledge, infrastructure and know-how to uphold its purchasers explore, consider, architect and enforce expertise items and options. primarily based in St. Louis, WWT works closely with traffic leaders together with Boeing (NYSE: BA); Dell (NASDAQ: DELL); Cisco (NASDAQ: CSCO); EMC (NYSE: EMC); HP (NYSE: HPQ); AT&T Inc., (NYSE: ATT); VMware (NYSE: VMW); Citrix methods, Inc.; NetApp, Inc. (NASDAQ: NTAP); Microsoft (NASDAQ: MSFT) and the U.S. Air force. WWT employs greater than 2,seven-hundred individuals and operates over 2 million square toes of warehousing, distribution and integration locality in additional than 20 facilities during the world. For greater counsel about world wide know-how, visit

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    NO.1 An Unconnected Stored Procedure can rush in the following fashions?(Choose full that apply)Choose 3 answersA. From an expressionB. As a Pre-Session SQL commandC. As a Post-Session SQL commandD. As the only demur In the mappingAnswer: A,B,C

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    NO.2 Which attributes of a reusable Expression transformation can live edited within the Mapping Designer workspace?A. The transformation’s name is the only assign that can live changedB. The transformation’s name, one of its port’s default values, the tracing even or a Metadata ExtensionC. The transformation’s name, one of its port’s default values or the tracing levelD. The transformation’s name or the tracing levelAnswer: D

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    NO.3 A Pipeline Normalizer transformation will reflect one input port for each occurs value which Is greater than 1.A. TrueB. FalseAnswer: A

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    NO.4 Which statement is rectify regarding User-Defined Functions (UDF)?A. A UDF name can hold letters, numbers and underscoresB. Can live reused from a shared folder as shortcutC. Can hold Java code snippetsD. Can live used in mappings and transformations however not in mappletsAnswer: A

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