{"id":159651,"date":"2022-06-09T10:15:35","date_gmt":"2022-06-09T09:15:35","guid":{"rendered":"https:\/\/datascientest.com\/?p=159651"},"modified":"2023-11-09T14:03:56","modified_gmt":"2023-11-09T14:03:56","slug":"informatica","status":"publish","type":"post","link":"https:\/\/datascientest.com\/informatica","title":{"rendered":"Informatica : l\u2019\u00e9diteur de solutions pour la Data Science"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"159651\" class=\"elementor elementor-159651\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-84ceecc e-flex e-con-boxed e-con\" data-id=\"84ceecc\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c88668f elementor-widget elementor-widget-heading\" data-id=\"c88668f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Informatica est une soci\u00e9t\u00e9 am\u00e9ricaine de d\u00e9veloppement de logiciels cr\u00e9\u00e9e en 1993. Son si\u00e8ge social se trouve \u00e0 Redwood City, en Californie. Ses principaux produits incluent PowerCenter, Big Data Management, Informatica Data Quality et bien d\u2019autres encore.<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-999a9ec e-flex e-con-boxed e-con\" data-id=\"999a9ec\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6659cce elementor-widget elementor-widget-heading\" data-id=\"6659cce\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Informatica PowerCenter<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9af790e elementor-widget elementor-widget-text-editor\" data-id=\"9af790e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><strong>Informatica PowerCenter<\/strong> est un outil <a href=\"https:\/\/datascientest.com\/extract-transform-load-tout-savoir\">ETL<\/a> utilis\u00e9 pour extraire, transformer et charger les donn\u00e9es d\u2019une entreprise \u00e0 partir de diff\u00e9rentes sources. Vous pouvez cr\u00e9er des entrep\u00f4ts de donn\u00e9es d\u2019entreprise \u00e0 l\u2019aide d\u2019Informatica PowerCenter.<\/p><p>Informatica PowerCenter extrait les donn\u00e9es de sa source, les transforme en fonction des besoins et les charge dans un <a href=\"https:\/\/datascientest.com\/data-warehouse\">data warehouse<\/a> cible.<\/p><p>Les principaux composants d\u2019Informatica PowerCenter sont ses outils client, son serveur, son r\u00e9f\u00e9rentiel et son serveur de r\u00e9f\u00e9rentiel. Le serveur PowerCenter et le serveur de r\u00e9f\u00e9rentiel constituent la <strong>couche ETL<\/strong> qui est utilis\u00e9e pour terminer le <strong>traitement ETL<\/strong>.<\/p><p>Le serveur PowerCenter ex\u00e9cute des t\u00e2ches bas\u00e9es sur le <strong>workflow<\/strong> cr\u00e9\u00e9 par les gestionnaires de flux de travail. Le workflow est surveill\u00e9 via un moniteur. Les travaux sont con\u00e7us dans un concepteur de mappage \u00e0 l\u2019int\u00e9rieur du programme qui \u00e9tablit un mappage entre la source et la cible.<\/p><p>La <strong>cartographie<\/strong> est une repr\u00e9sentation graphique du workflow de la source \u00e0 la cible. L\u2019agr\u00e9gation, le filtrage et la jointure sont des exemples significatifs de transformation.<\/p><p>Informatica PowerCenter est hautement disponible, enti\u00e8rement \u00e9volutif et hautement performant. C\u2019est la <strong>plateforme logicielle<\/strong> sur laquelle vous pouvez ex\u00e9cuter tous vos projets d\u2019<strong>int\u00e9gration de donn\u00e9es<\/strong> importants pour pouvoir prendre des d\u00e9cisions \u00e9clair\u00e9es dans l\u2019entreprise.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2ab6753 e-flex e-con-boxed e-con\" data-id=\"2ab6753\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b0a34a elementor-widget elementor-widget-heading\" data-id=\"7b0a34a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Informatica MDM<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52798fd elementor-widget elementor-widget-text-editor\" data-id=\"52798fd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">MDM signifie <\/span><b>Master data management<\/b><span style=\"font-weight: 400;\">. C\u2019est une m\u00e9thode de <\/span><b>gestion des donn\u00e9es<\/b><span style=\"font-weight: 400;\"> d\u2019une organisation comme un seul syst\u00e8me coh\u00e9rent. Le MDM est utilis\u00e9 pour garantir la fiabilit\u00e9 des donn\u00e9es qui sont dans diff\u00e9rents formats et qui sont collect\u00e9s \u00e0 partir de diff\u00e9rentes <\/span><b>sources de donn\u00e9es<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">La <\/span><b>gestion des donn\u00e9es<\/b><span style=\"font-weight: 400;\"> de r\u00e9f\u00e9rence peut relier toutes les donn\u00e9es critiques au fichier ma\u00eetre. MDM g\u00e8re le partage des donn\u00e9es dans toute l\u2019entreprise apr\u00e8s une bonne mise en \u0153uvre. Il est utilis\u00e9 comme une strat\u00e9gie efficace pour l\u2019int\u00e9gration des donn\u00e9es.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1fa6411 e-flex e-con-boxed e-con\" data-id=\"1fa6411\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-43f9618 elementor-widget elementor-widget-heading\" data-id=\"43f9618\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Informatica BDM<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f640b9 elementor-widget elementor-widget-text-editor\" data-id=\"9f640b9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Le produit Informatica <\/span><a href=\"https:\/\/datascientest.com\/le-big-data-a-la-conquete-du-sport\">Big Data<\/a><span style=\"font-weight: 400;\"> Management (BDM) est un outil de d\u00e9veloppement int\u00e9gr\u00e9 bas\u00e9 sur une interface graphique. Il est utilis\u00e9 par les organisations pour cr\u00e9er des processus de <\/span><strong>qualit\u00e9 de donn\u00e9es<\/strong><span style=\"font-weight: 400;\">, d\u2019int\u00e9gration des donn\u00e9es et de gouvernance des donn\u00e9es pour leurs plates-formes <\/span><b>Big Data<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\"><strong>Informatica BDM<\/strong> int\u00e8gre Smart Executor qui prend en charge divers moteurs de traitement tels qu\u2019Apache Spark, Blaze, Apache Hive sur Tez et Apache Hive sur <a href=\"https:\/\/datascientest.com\/mapreduce\">MapReduce<\/a>.<\/span><\/p><p><span style=\"font-weight: 400;\">Informatica BDM est utilis\u00e9 pour effectuer l\u2019ingestion de donn\u00e9es dans un cluster <a href=\"https:\/\/datascientest.com\/hadoop\"><span style=\"color: #5e36f3;\">Hadoop<\/span><\/a>, le traitement des donn\u00e9es sur le cluster et l\u2019extraction des donn\u00e9es du cluster Hadoop.<\/span><\/p><p><span style=\"font-weight: 400;\">En mode Blaze, le mappage Informatica est trait\u00e9 par <strong>Blaze TM<\/strong>, le moteur natif d\u2019Informatica qui s\u2019ex\u00e9cute comme une application bas\u00e9e sur <strong>YARN<\/strong>.<\/span><\/p><p><span style=\"font-weight: 400;\">En mode Spark, <strong>les mappages Informatica sont traduits en code Scala<\/strong>.<\/span><\/p><p><span style=\"font-weight: 400;\">En mode Hive et MapReduce, <strong>les mappages d\u2019Informatica sont traduits en code MapReduce et sont ex\u00e9cut\u00e9s nativement sur le cluster Hadoop<\/strong>.<\/span><\/p><p><span style=\"font-weight: 400;\">Informatica BDM s\u2019int\u00e8gre de mani\u00e8re transparente au cluster <strong>Hadoop Hortonworks Data Platform<\/strong> (HDP) dans tous les aspects connexes, y compris son syst\u00e8me d\u2019autorisation par d\u00e9faut. Apache Ranger peut \u00eatre utilis\u00e9 pour appliquer une autorisation fine bas\u00e9e sur les r\u00f4les aux donn\u00e9es ainsi qu\u2019aux m\u00e9tadonn\u00e9es stock\u00e9es dans le cluster HDP.<\/span><\/p><p><span style=\"font-weight: 400;\">Le BDM d\u2019Informatica s\u2019int\u00e8gre \u00e0 Ranger dans tous les modes d\u2019ex\u00e9cution. Le BDM d\u2019Informatica dispose d\u2019un ex\u00e9cuteur intelligent qui permet aux organisations d\u2019ex\u00e9cuter leurs mappages Informatica de mani\u00e8re transparente sur une ou plusieurs m\u00e9thodes de mise en \u0153uvre dans le cadre de leur configuration de s\u00e9curit\u00e9 existante.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-36becdf e-flex e-con-boxed e-con\" data-id=\"36becdf\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2866e3c elementor-widget elementor-widget-heading\" data-id=\"2866e3c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Informatica Data Quality (IDQ)<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3442c75 elementor-widget elementor-widget-text-editor\" data-id=\"3442c75\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Informatica <\/span><a href=\"https:\/\/datascientest.com\/data-quality-pourquoi-est-elle-si-importante\">Data Quality<\/a><span style=\"font-weight: 400;\"> est une suite d\u2019applications et de composants que vous pouvez int\u00e9grer \u00e0 Informatica PowerCenter pour fournir une capacit\u00e9 de <\/span><b>qualit\u00e9 de donn\u00e9es<\/b><span style=\"font-weight: 400;\"> de qualit\u00e9 professionnelle dans un large \u00e9ventail de sc\u00e9narios.<\/span><\/p><p><span style=\"font-weight: 400;\">L\u2019IDQ est dot\u00e9 des composants de base suivants :<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data Quality Workbench<\/b><span style=\"font-weight: 400;\"> : Il est utilis\u00e9 pour concevoir, tester et d\u00e9ployer des processus de qualit\u00e9 des donn\u00e9es. Workbench permet de tester et d\u2019ex\u00e9cuter des plans selon les besoins, permettant une enqu\u00eate rapide sur les donn\u00e9es et le test des m\u00e9thodologies de qualit\u00e9 des donn\u00e9es.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data Quality Server<\/b><span style=\"font-weight: 400;\"> : Il est utilis\u00e9 pour permettre le partage de plans et de fichiers et pour ex\u00e9cuter des programmes dans un environnement en r\u00e9seau. Le Data Quality Server prend en charge la mise en r\u00e9seau via des domaines de service et communique avec Workbench via TCP\/IP.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-786a318 elementor-widget elementor-widget-text-editor\" data-id=\"786a318\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><b>Workbench<\/b><span style=\"font-weight: 400;\"> et <\/span><b>Server<\/b><span style=\"font-weight: 400;\"> s\u2019installent avec un moteur de qualit\u00e9 des donn\u00e9es et un r\u00e9f\u00e9rentiel de qualit\u00e9 des donn\u00e9es. Les utilisateurs ne peuvent pas cr\u00e9er ou modifier des programmes avec Server, bien qu\u2019ils puissent ex\u00e9cuter un programme sur n\u2019importe quel moteur de qualit\u00e9 des donn\u00e9es ind\u00e9pendamment de Workbench par des commandes d\u2019ex\u00e9cution ou \u00e0 partir de <\/span><b>PowerCenter<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-911f403 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"911f403\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formation-data-scientist\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">D\u00e9couvrir notre formation Data Scientist<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Informatica est une soci\u00e9t\u00e9 am\u00e9ricaine de d\u00e9veloppement de logiciels cr\u00e9\u00e9e en 1993. Son si\u00e8ge social se trouve \u00e0 Redwood City, en Californie. Ses principaux produits incluent PowerCenter, Big Data Management, Informatica Data Quality et bien d\u2019autres encore. Informatica PowerCenter Informatica PowerCenter est un outil ETL utilis\u00e9 pour extraire, transformer et charger les donn\u00e9es d\u2019une entreprise [&hellip;]<\/p>\n","protected":false},"author":77,"featured_media":159674,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2497],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Informatica : l\u2019\u00e9diteur de solutions pour la Data Science<\/title>\n<meta name=\"description\" content=\"Informatica est une soci\u00e9t\u00e9 am\u00e9ricaine de d\u00e9veloppement de logiciels cr\u00e9\u00e9e en 1993. Son si\u00e8ge social se trouve \u00e0 Redwood City, en Californie. 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