{"id":4165,"date":"2023-08-29T15:48:43","date_gmt":"2023-08-29T15:48:43","guid":{"rendered":"https:\/\/businessyield.com\/tech\/?p=4165"},"modified":"2023-08-29T15:48:46","modified_gmt":"2023-08-29T15:48:46","slug":"datastage","status":"publish","type":"post","link":"https:\/\/businessyield.com\/tech\/reviews\/datastage\/","title":{"rendered":"DATASTAGE: What It Is, How It Work &amp; Uses","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"\n<p>DataStage provides businesses with a powerful tool for data management and transformation. Because of its ability to streamline the process of building data warehouses and data marts, as well as aid businesses in integrating, converting, and loading data from numerous sources into a single target, it is a great fit for these applications. So, read on to learn more about IBM Infosphere Datastage and how it works.<\/p>\n\n\n\n<p>Let&#8217;s dig in!<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-overview-of-datastage\"><span id=\"overview-of-datastage\">Overview Of DataStage<\/span><\/h2>\n\n\n\n<p>Datastage is an integration platform utilized by major corporations. Data is automatically extracted, translated, and loaded from one location to another. VMark introduced it in the middle of the 1990s. Following IBM&#8217;s acquisition of DataStage in 2005, the company rebranded the software first as IBM WebSphere DataStage and then as IBM InfoSphere.<\/p>\n\n\n\n<p>It comes in a number of different editions, including the standard DataStage, DataStage for PeopleSoft, DataStage Server, and DataStage MVS.&nbsp;Datastage also serves as a bridge between the disparate IT systems of a major corporation. Data is automatically extracted, translated, and loaded from one location to another. VMark introduced it in the middle of the 1990s. Following IBM&#8217;s acquisition of DataStage in 2005, the company rebranded the software first as IBM WebSphere DataStage and then as IBM InfoSphere.<\/p>\n\n\n\n<p>Also, it comes in a number of different editions, including the standard DataStage, DataStage for PeopleSoft, DataStage Server, and DataStage MVS. IBM InfoSphere DataStage&#8217;s newest version<\/p>\n\n\n\n<p>The Following Products Are Part of the IBM Information Server:<\/p>\n\n\n\n<ul>\n<li>IBM InfoSphere DataStage<\/li>\n\n\n\n<li>IBM InfoSphere QualityStage<\/li>\n\n\n\n<li>IBM InfoSphere Information Services Director<\/li>\n\n\n\n<li>IBM InfoSphere Information Analyzer<\/li>\n\n\n\n<li>IBM Information Server FastTrack<\/li>\n\n\n\n<li>IBM InfoSphere Business Glossary<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-capabilities\"><span id=\"capabilities\">Capabilities<\/span><\/h3>\n\n\n\n<p>Datastage has the following Capabilities:<\/p>\n\n\n\n<ul>\n<li>The most diverse set of internal and external data sources can be integrated into it.<\/li>\n\n\n\n<li>Rules for validating data are implemented.<\/li>\n\n\n\n<li>It helps with massive data processing and transformation.<\/li>\n\n\n\n<li>It employs a scalable parallel processing method<\/li>\n\n\n\n<li>It is able to manage a number of integration processes at once and perform sophisticated transformations.<\/li>\n\n\n\n<li>Utilize source and destination enterprise apps with direct connectivity<\/li>\n\n\n\n<li>Metadata should be used for analysis and upkeep.<\/li>\n\n\n\n<li>Performs as a Web service, in real time, or in batches.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-structure-of-datastage\"><span id=\"structure-of-datastage\">Structure of DataStage<\/span><\/h3>\n\n\n\n<p>DataStage is built in a client-server fashion. The client-server architecture of each DataStage release is unique. The DataStage engine, repository (metadata), and service for DataStage version 7.5 are all installed on the server, while the client is installed on the local PC. They use the ds-client to connect to the server. Users are generated on a DataStage server running Windows or Unix. A new Windows or UNIX user must be created on the DS server before it can be granted access. The following step is to incorporate them into the Data Stage team. In doing so, they can connect to the DataStage server from their desktop. The DataStage server is referred to as dsadm, while the DataStage team is referred to as dstage.<\/p>\n\n\n\n<p>The pieces of DataStage can be broken down into two categories: client and server.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-components-for-the-client\"><span id=\"components-for-the-client\">Components for the Client<\/span><\/h4>\n\n\n\n<ul>\n<li><strong>DataStage Administrator: <\/strong>The administrator of DataStage is responsible for establishing the environment variables and adding or removing projects.<\/li>\n\n\n\n<li><strong>DataStage Designer:<\/strong> The process of job design is carried out using DataStage Designer.<\/li>\n\n\n\n<li><strong>DataStage Director:<\/strong> It manages job execution and scheduling, as well as validation.<\/li>\n\n\n\n<li><strong>DataStage Manager:<\/strong> Projects can be exported and imported using DataStage Manager.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-server-components\"><span id=\"server-components\">Server Components<\/span><\/h4>\n\n\n\n<p><strong>Database Server:<\/strong> The responsibility for executing server tasks stays with the DS Server.<\/p>\n\n\n\n<p><strong>The DS Installer for Packages:<\/strong> It&#8217;s what you need to set up a project-based or repository-based DS task. It&#8217;s a hub where everything is kept in one place.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-ibm-datastage\"><span id=\"ibm-datastage\">IBM Datastage<\/span><\/h2>\n\n\n\n<p>IBM DataStage is a technology used to aggregate data from many sources before it is transferred to business applications or data warehouses. Both a design interface and an execution engine are included. It is a technology used to collect information from several sources and deliver it to other systems, such as business applications or data warehouses. Both a design interface and an execution engine are included. Also, IBM InfoSphere DataStage&#8217;s extensive feature set enables businesses to enhance data quality, boost productivity, and cut expenses.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-how-does-datastage-works\"><span id=\"how-does-datastage-works\">How Does Datastage Works<\/span><\/h2>\n\n\n\n<p>Here is how DataStage works:<\/p>\n\n\n\n<ul>\n<li>DataStage is useful for enterprises that need to collect and consolidate data from several sources (e.g., databases, flat files, and XML files) into a unified, readable manner.<\/li>\n\n\n\n<li>DataStage is also used by enterprises as a reliable platform for creating scalable, high-quality, enterprise-level data processing applications.<\/li>\n\n\n\n<li>It is not just used in the banking, medical, retail, and manufacturing industries.<\/li>\n\n\n\n<li>DataStage&#8217;s straightforward graphical user interface makes it possible for even non-technical people to process massive amounts of data quickly and easily, facilitating straightforward data integration operations.<\/li>\n\n\n\n<li>It is also a great option for businesses searching for efficient integration solutions.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-ibm-infosphere-datastage\"><span id=\"ibm-infosphere-datastage\">IBM Infosphere Datastage<\/span><\/h2>\n\n\n\n<p>IBM\u00ae InfoSphere\u00ae DataStage\u00ae is a program used to plan, create, and execute activities that move and change data. IBM&#8217;s InfoSphere Information Server has a data integration tool called InfoSphere DataStage. It offers a visual interface for creating data transfer jobs between two systems. Enterprise applications such as web services, messaging systems, and data warehousing can receive the modified data in real time. Extract, transform, and load (ETL) and extract, load, and transform (ELT) patterns are both supported by InfoSphere DataStage. InfoSphere DataStage is a highly scalable environment because of its parallel processing and enterprise connectivity.<\/p>\n\n\n\n<p>The following are some of the things your business can do using IBM InfoSphere DataStage:<\/p>\n\n\n\n<ul>\n<li>Plan data flows that collect information from several destinations (such as many source systems), process it as needed, and then send it to a final destination (such as a database or an application).<\/li>\n\n\n\n<li>If you want reliable, up-to-date information, connect directly to enterprise applications as either a source or a destination.<\/li>\n\n\n\n<li>Using predefined features can speed up development and ensure that designs and deployments are consistent.<\/li>\n\n\n\n<li>Working with a unified set of InfoSphere Information Server capabilities can greatly reduce the time it takes to complete a project.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-ibm-infosphere-datastage-what-are-its-features\"><span id=\"ibm-infosphere-datastage-what-are-its-features\">IBM InfoSphere DataStage: What Are Its Features?<\/span><\/h3>\n\n\n\n<p>IBM InfoSphere DataStage is a robust data integration tool because of its many useful capabilities. Some of its most notable characteristics are:<\/p>\n\n\n\n<ul>\n<li><strong>Combining data from multiple sources:<\/strong> Databases, files, and even online services are all fair game for IBM InfoSphere DataStage&#8217;s data extraction capabilities.<\/li>\n\n\n\n<li><strong>Transforming the data:&nbsp;<\/strong>Data cleansing, aggregation, and joining are just some of the data transformation capabilities of IBM InfoSphere DataStage.<\/li>\n\n\n\n<li><strong>Quality of Data:&nbsp;<\/strong>Data profiling, data cleansing, and data validation are just some of the tasks that IBM InfoSphere DataStage may assist with.<\/li>\n\n\n\n<li><strong>Processing in parallel:<\/strong> Data can be processed in parallel in IBM InfoSphere DataStage, which boosts performance and scalability.<\/li>\n\n\n\n<li><strong>Real-time data processing:<\/strong> Data streams from sensors or social media feeds are just two examples of the types of real-time data sources that IBM InfoSphere DataStage can process.<\/li>\n\n\n\n<li><strong>Cloud integration:<\/strong> Data from cloud-based services like Salesforce or Amazon S3 can be integrated with IBM InfoSphere DataStage.<\/li>\n\n\n\n<li><strong>Integration of Big Data:&nbsp;<\/strong>Integration of Big Data is possible with IBM InfoSphere DataStage.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-10-use-cases-of-ibm-infosphere-datastage\"><span id=\"10-use-cases-of-ibm-infosphere-datastage\">10 Use Cases of IBM InfoSphere DataStage<\/span><\/h3>\n\n\n\n<p>The following are 10 use cases of IBM InfoSphere DataStage:<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-1-data-warehousing\"><span id=\"1-data-warehousing\">#1. Data Warehousing<\/span><\/h4>\n\n\n\n<p>When it comes to constructing and managing data warehouses, IBM InfoSphere DataStage is the industry standard. It can collect information from a number of sources, prepare it for analysis, and then load it into a data warehouse.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-2-data-migration\"><span id=\"2-data-migration\">#2. Data Migration<\/span><\/h4>\n\n\n\n<p>IBM InfoSphere DataStage is also useful when a company needs to migrate data from one system to another. It can retrieve information from one system, modify it as necessary, and then transfer it to another.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-3-data-integration\"><span id=\"3-data-integration\">#3. Data Integration<\/span><\/h4>\n\n\n\n<p>&nbsp;IBM InfoSphere DataStage can consolidate information from multiple locations (such as databases, files, and online services) into a unified whole. In this way, firms may see all of their data at once.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-4-master-data-management\"><span id=\"4-master-data-management\">#4. Master Data Management<\/span><\/h4>\n\n\n\n<p>&nbsp;Master data, such as a company&#8217;s list of customers or inventory, can be managed effectively with the aid of IBM InfoSphere DataStage. It may gather information from a wide range of sources, and process it via a series of transformations before loading the resultant master data set.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-5-data-quality\"><span id=\"5-data-quality\">#5. Data Quality<\/span><\/h4>\n\n\n\n<p>It allows enterprises to profile their data, clean their data, and validate it, all of which contribute to better data quality.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-6-integration-of-big-data\"><span id=\"6-integration-of-big-data\">#6. Integration of Big Data<\/span><\/h4>\n\n\n\n<p>Data from Hadoop and other big data sources can be integrated into a target system using it. The result is a better use of big data for business analysis.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-7-real-time-data-integration\"><span id=\"7-real-time-data-integration\">#7. Real-time Data Integration<\/span><\/h4>\n\n\n\n<p>Data streams from sensors or social media feeds are just two examples of the types of real-time data sources that it can process.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-8-cloud-integration\"><span id=\"8-cloud-integration\">#8. Cloud Integration<\/span><\/h4>\n\n\n\n<p>Data from cloud-based sources like Salesforce or Amazon S3 can be integrated into a target system with the help of IBM InfoSphere DataStage.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-9-e-commerce\"><span id=\"9-e-commerce\">#9. E-commerce<\/span><\/h4>\n\n\n\n<p>&nbsp;It is also a powerful tool for multi-channel inventory and order management in the e-commerce industry.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-10-healthcare\"><span id=\"10-healthcare\">#10. Healthcare<\/span><\/h4>\n\n\n\n<p>&nbsp;It  can facilitate the management and integration of patient data with EHRs for healthcare providers.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-how-do-i-install-ibm-infosphere-datastage\"><span id=\"how-do-i-install-ibm-infosphere-datastage\">How Do I Install IBM InfoSphere DataStage?<\/span><\/h2>\n\n\n\n<p>IBM InfoSphere DataStage installation can be difficult, but the following instructions will help:<\/p>\n\n\n\n<ul>\n<li>Download the installation files from the IBM website.<\/li>\n\n\n\n<li>Download the setup files and extract them to a convenient location.<\/li>\n\n\n\n<li>To set it up, simply launch the installer and follow the on-screen instructions.<\/li>\n\n\n\n<li>Set up the installation by adjusting variables like the install path and the database connection.<\/li>\n\n\n\n<li>Run a test process to ensure the installation went smoothly.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-why-do-we-need-datastage\"><span id=\"why-do-we-need-datastage\">Why Do We Need Datastage?<\/span><\/h2>\n\n\n\n<p>The DataStage Module is useful because it facilitates less work and better management of business rules. Utilization of hardware is maximized, and work processes are regulated. The following are the reasons why we need it:<\/p>\n\n\n\n<ul>\n<li>It enables user participation in administrative tasks. It also maintains system interaction and has global setting management capabilities. Projects, properties, and the addition, deletion, and relocation of projects are only some of the many tasks that fall under the purview of the administrator. Administrators of the DataStage Repository are provided with a command interface.<\/li>\n\n\n\n<li>DataStage Manager serves as the primary interface for the DataStage repository, allowing users to view and make changes. The Manager loads all the necessary services in order to access the DataStage repository, store metadata, and make it available for future usage. It&#8217;s crucial to keep everything related to the DataStage Repository in order.<\/li>\n\n\n\n<li>It provides a graphical user interface for building DataStage or app-based jobs. Each task, as seen from without, has a unique set of requirements, including data instinct, possible changes, and an endpoint. The designer will also supply an intuitive graphical user interface. The server will handle retrieving the code for execution.<\/li>\n\n\n\n<li>It will give you a way to plan programs that can be run correctly. This is done by putting together jobs. Server jobs and similar tasks are executed, validated, monitored, and scheduled. The intended audience is the operators and testers.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-why-use-datastage-and-what-advantages-does-it-offer\"><span id=\"why-use-datastage-and-what-advantages-does-it-offer\">Why Use DataStage, and What Advantages Does it Offer?<\/span><\/h2>\n\n\n\n<p>DataStage is an enterprise ETL (extract, transform, and load) program that effectively processes ETL jobs across databases, flat files, XML files, and internet services, allowing for the easy conversion of large and heterogeneous data sets into valuable information. This software solution provides a robust way for cleaning, transforming, and analyzing huge data sets, allowing businesses to quickly act on previously unusable data.<\/p>\n\n\n\n<p>To also help businesses ensure that their data is trustworthy and accurate, it offers robust features for data quality and governance. It also provides strong security features to safeguard sensitive data and assist businesses in meeting regulatory requirements.<\/p>\n\n\n\n<p>Sequential files, indexed files, relational databases, external data sources, archives, and corporate applications are only some of the types of data sources that can be combined with data integration tools. It is also a great tool for efficiently processing massive datasets. It also makes quick work of processing and manipulating massive volumes of data thanks to its excellent performance and parallel access to many data sources.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-benefits-of-datastage\"><span id=\"benefits-of-datastage\">Benefits of DataStage<\/span><\/h2>\n\n\n\n<p>The following are the benefits you&#8217;re going to get from using it:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-1-automation\"><span id=\"1-automation\">#1. Automation<\/span><\/h3>\n\n\n\n<p>DataStage was developed to streamline and accelerate the transfer of large datasets between storage systems and applications.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-2-scalability\"><span id=\"2-scalability\">#2. Scalability<\/span><\/h3>\n\n\n\n<p>It is flexible enough to change as your business does and powerful enough to manage your ever-growing data sets.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-flexibility\"><span id=\"3-flexibility\">#3. Flexibility<\/span><\/h3>\n\n\n\n<p>&nbsp;It also provides a flexible framework for integrating data, allowing users to adjust settings and apply their own preferences.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-4-security\"><span id=\"4-security\">#4. Security:<\/span><\/h3>\n\n\n\n<p>&nbsp;It also offers a protected space for enterprises to keep their data, shielding it from prying eyes.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-5-reliability\"><span id=\"5-reliability\">#5. Reliability<\/span><\/h3>\n\n\n\n<p>It was developed to guarantee its functionality through efficacy and reliability, ensuring that data is always up-to-date and accurate.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-6-cost-efficiency-nbsp\"><span id=\"6-cost-efficiency\">#6. Cost Efficiency&nbsp;<\/span><\/h3>\n\n\n\n<p>DataStage&#8217;s low price makes it an economical choice, as it replaces time-consuming and resource-intensive manual data integration processes.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"h-read-also-performio-overview-features-pricing-amp-competitors-2023\"><span id=\"read-also-performio-overview-features-pricing-competitors-2023\">Read Also: <a href=\"https:\/\/businessyield.com\/tech\/reviews\/performio\/\">PERFORMIO: Overview, Features, Pricing &amp; Competitors 2023<\/a><\/span><\/h5>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-would-be-the-future-of-datastage\"><span id=\"what-would-be-the-future-of-datastage\">What Would Be The Future Of DataStage?<\/span><\/h2>\n\n\n\n<p>DataStage will go on to great success. However, DataStage&#8217;s high-end versions increase the cost of maintaining the extraction and transformation procedure. And also, filling the data warehouse with useful information. Since this information was processed even further, it has gained widespread recognition. and examined to get useful business knowledge for evaluating operational effectiveness.<\/p>\n\n\n\n<p>That&#8217;s why ETL technologies are trending upward in demand, as data warehousing was traditionally where they were most put to use. Data export and migration are only two examples of the many new uses for this method. The use of an ETL solution for Rules-based data processing and this trend both contributed to the expansion of the company.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-language-does-datastage-use\"><span id=\"what-language-does-datastage-use\">What Language Does DataStage Use?<\/span><\/h2>\n\n\n\n<p>If you&#8217;re looking for a business-focused programming language that integrates smoothly into the InfoSphere DataStage environment, look no further than InfoSphere\u00ae DataStage\u00ae BASIC.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-is-datastage-etl-used-for\"><span id=\"what-is-datastage-etl-used-for\">What Is DataStage ETL Used For?<\/span><\/h2>\n\n\n\n<p>Here is what it is used for:<\/p>\n\n\n\n<ul>\n<li>DataStage is a crucial part of its suite of applications and is used by a wide range of businesses.<\/li>\n\n\n\n<li>It is well-suited to data warehouse settings due to its ability to extract data from source systems, transform it, and then load it back into its intended target systems.<\/li>\n\n\n\n<li>DataStage is widely utilized by accounting and finance teams for data extraction, transformation, and loading into target systems for financial, performance, and management analysis.<\/li>\n\n\n\n<li>It can also be used as part of these systems to extract, transform, and load customer data into the CRM from a wide variety of source systems. It also shares operational data between programs.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-does-datastage-require-coding\"><span id=\"does-datastage-require-coding\">Does DataStage Require Coding?<\/span><\/h2>\n\n\n\n<p>&nbsp;Superior knowledge of SQL and related coding languages is a must.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-final-thoughts\"><span id=\"final-thoughts\">Final Thoughts<\/span><\/h2>\n\n\n\n<p>If you&#8217;re looking for a business-focused programming language that integrates smoothly into the InfoSphere DataStage environment, look no further than InfoSphere\u00ae DataStage\u00ae BASIC. Knowing what it is all about is crucial, we do hope this article helps you with that.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-related-articles\"><span id=\"related-articles\">Related Articles<\/span><\/h2>\n\n\n\n<ul>\n<li><a href=\"https:\/\/businessyield.com\/tech\/how-to\/how-to-use-ibm-app-connect-with-box\/\" target=\"_blank\" rel=\"noreferrer noopener\">HOW TO USE IBM APP CONNECT WITH BOX: Easy Tips &amp;amp; Tricks<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/businessyield.com\/tech\/reviews\/api-connect-reviews\/\" target=\"_blank\" rel=\"noreferrer noopener\">API CONNECT: Reviews, Pricing, Features, Pros, Cons &amp;amp; More<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-references\"><span id=\"references\">References<\/span><\/h2>\n\n\n\n<ul>\n<li><a href=\"https:\/\/www.devopsschool.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">devopsschool<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/cloudfoundation.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">cloudfoundation<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.ibm.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">ibm<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.acte.in\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">acte<\/a><\/li>\n<\/ul>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"DataStage provides businesses with a powerful tool for data management and transformation. Because of its ability to streamline&hellip;\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":250,"featured_media":5187,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[187],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.9 (Yoast SEO v22.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>DATASTAGE: What It Is, How It Work &amp; Uses<\/title>\n<meta name=\"description\" content=\"This article explains everything you need to know about Datastage and it works. 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