{"id":227783,"date":"2024-02-29T06:30:00","date_gmt":"2024-02-29T06:30:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=227783"},"modified":"2024-02-19T17:20:22","modified_gmt":"2024-02-19T17:20:22","slug":"apache-presto-tout-savoir","status":"publish","type":"post","link":"https:\/\/datascientest.com\/apache-presto-tout-savoir","title":{"rendered":"Apache Presto : tout savoir sur ce moteur de requ\u00eate SQL distribu\u00e9"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"227783\" class=\"elementor elementor-227783\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9b425c5 e-flex e-con-boxed e-con\" data-id=\"9b425c5\" 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-31889b6 elementor-widget elementor-widget-heading\" data-id=\"31889b6\" 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\">La capacit\u00e9 de g\u00e9rer efficacement de vastes ensembles de donn\u00e9es est devenue une n\u00e9cessit\u00e9 incontournable. Apache Presto est un moteur de requ\u00eate SQL distribu\u00e9, con\u00e7u pour des performances de haute vitesse sur des volumes de donn\u00e9es gigantesques, permet de r\u00e9pondre \u00e0 cet enjeu.<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-142ae4e elementor-widget elementor-widget-text-editor\" data-id=\"142ae4e\" 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><span style=\"font-weight: 400;\">D\u00e9velopp\u00e9 initialement par <\/span><a href=\"https:\/\/datascientest.com\/facebook-devient-meta-et-va-recruter-10-000-personnes-en-europe-pour-construire-le-metaverse\">Facebook <\/a><span style=\"font-weight: 400;\">pour r\u00e9pondre \u00e0 leurs propres besoins en mati\u00e8re de traitement de donn\u00e9es massives, <\/span><b>Presto <\/b><span style=\"font-weight: 400;\">a rapidement \u00e9volu\u00e9 pour devenir une solution de choix dans l&rsquo;industrie, offrant une flexibilit\u00e9 et une efficacit\u00e9 remarquables.<\/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-721d0a2 e-flex e-con-boxed e-con\" data-id=\"721d0a2\" 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-587c67f elementor-widget elementor-widget-heading\" data-id=\"587c67f\" 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\">Caract\u00e9ristiques cl\u00e9s d\u2019Apache Presto<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7417d1b elementor-widget elementor-widget-text-editor\" data-id=\"7417d1b\" 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;\">Apache Presto offre une gamme de fonctionnalit\u00e9s qui le distinguent des autres technologies de traitement des donn\u00e9es, le rendant particuli\u00e8rement adapt\u00e9 pour des analyses rapides et efficaces sur de grands volumes de donn\u00e9es.<\/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-c6021b5 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"c6021b5\" 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=\"\/formations-data\">\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\">En savoir plus sur nos formations<\/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<div class=\"elementor-element elementor-element-50e0f60 e-flex e-con-boxed e-con\" data-id=\"50e0f60\" 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<div class=\"elementor-element elementor-element-3a9d943 e-con-full e-flex e-con\" data-id=\"3a9d943\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-443f128 elementor-widget elementor-widget-image\" data-id=\"443f128\" data-element_type=\"widget\" data-widget_type=\"image.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-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image6.png\" class=\"attachment-large size-large wp-image-227786\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image6.png 512w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image6-300x300.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image6-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a1d88b9 e-con-full e-flex e-con\" data-id=\"a1d88b9\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4b6d0bc elementor-widget elementor-widget-heading\" data-id=\"4b6d0bc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Prise en charge de sources de donn\u00e9es multiples<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f3db8e4 elementor-widget elementor-widget-text-editor\" data-id=\"f3db8e4\" 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>Connectivit\u00e9 \u00e9tendue<\/b><\/p><p><span style=\"font-weight: 400;\">Presto peut se connecter \u00e0 diverses sources de donn\u00e9es, telles que les syst\u00e8mes de fichiers distribu\u00e9s (comme, <a href=\"https:\/\/datascientest.com\/hdfs-tout-savoir\">HDFS<\/a>), les bases de donn\u00e9es relationnelles, et m\u00eame des services de stockage en cloud. Cette capacit\u00e9 permet aux utilisateurs de r\u00e9aliser des requ\u00eates sur des donn\u00e9es provenant de sources h\u00e9t\u00e9rog\u00e8nes, sans n\u00e9cessiter de d\u00e9placement ou de transformation pr\u00e9alable des donn\u00e9es.<\/span><\/p><p><b>F\u00e9d\u00e9ration de Donn\u00e9es<\/b><\/p><p><span style=\"font-weight: 400;\">Gr\u00e2ce \u00e0 cette fonctionnalit\u00e9, les utilisateurs peuvent ex\u00e9cuter des requ\u00eates impliquant plusieurs sources de donn\u00e9es dans une seule et m\u00eame requ\u00eate SQL, ce qui simplifie consid\u00e9rablement l&rsquo;analyse de donn\u00e9es disparates.<\/span><\/p>\t\t\t\t\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<div class=\"elementor-element elementor-element-024ada6 e-flex e-con-boxed e-con\" data-id=\"024ada6\" 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<div class=\"elementor-element elementor-element-5c7b3d5 e-con-full e-flex e-con\" data-id=\"5c7b3d5\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-536e1d6 elementor-widget elementor-widget-image\" data-id=\"536e1d6\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image1.png\" class=\"attachment-large size-large wp-image-227787\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image1.png 512w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image1-300x300.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image1-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2e6b24e e-con-full e-flex e-con\" data-id=\"2e6b24e\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a59f02 elementor-widget elementor-widget-heading\" data-id=\"6a59f02\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Performances et optimisation des requ\u00eates<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5149459 elementor-widget elementor-widget-text-editor\" data-id=\"5149459\" 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>Ex\u00e9cution rapide<\/b><\/p><p><span style=\"font-weight: 400;\">Con\u00e7u pour des performances de requ\u00eate \u00e9lev\u00e9es, m\u00eame sur de tr\u00e8s grands ensembles de donn\u00e9es, Il utilise un mod\u00e8le de traitement en m\u00e9moire et parall\u00e9lise les requ\u00eates sur le cluster pour acc\u00e9l\u00e9rer les temps de r\u00e9ponse.<\/span><\/p><p><b>Optimisations avanc\u00e9es<\/b><\/p><p><span style=\"font-weight: 400;\">Le moteur int\u00e8gre des optimisations sophistiqu\u00e9es, comme la planification de requ\u00eates distribu\u00e9es, le pushdown de pr\u00e9dicats, et d&rsquo;autres techniques d&rsquo;optimisation pour maximiser l&rsquo;efficacit\u00e9 des requ\u00eates.<\/span><\/p>\t\t\t\t\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<div class=\"elementor-element elementor-element-53dc7cf e-flex e-con-boxed e-con\" data-id=\"53dc7cf\" 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<div class=\"elementor-element elementor-element-2d8e2a0 e-con-full e-flex e-con\" data-id=\"2d8e2a0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4af3089 elementor-widget elementor-widget-image\" data-id=\"4af3089\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image7.png\" class=\"attachment-large size-large wp-image-227788\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image7.png 512w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image7-300x300.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image7-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-99cd9bc e-con-full e-flex e-con\" data-id=\"99cd9bc\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-90749df elementor-widget elementor-widget-heading\" data-id=\"90749df\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Flexibilit\u00e9 et \u00e9volutivit\u00e9<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9422626 elementor-widget elementor-widget-text-editor\" data-id=\"9422626\" 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>\u00c9volutivit\u00e9 horizontale<\/b><\/p><p><span style=\"font-weight: 400;\">Presto peut facilement \u00e9voluer pour g\u00e9rer des augmentations de charge en ajoutant simplement plus de n\u0153uds au cluster. Cette caract\u00e9ristique le rend id\u00e9al pour les environnements o\u00f9 les volumes de donn\u00e9es et les besoins de calcul peuvent fluctuer.<\/span><\/p><p><b>Support des requ\u00eates Ad Hoc et analytiques<\/b><\/p><p><span style=\"font-weight: 400;\">Flexible en termes de types de requ\u00eates qu&rsquo;il peut ex\u00e9cuter, allant de simples interrogations ad hoc \u00e0 des analyses complexes, ce qui le rend utile pour un large \u00e9ventail d&rsquo;applications analytiques.<\/span><\/p>\t\t\t\t\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<div class=\"elementor-element elementor-element-b15ec30 e-flex e-con-boxed e-con\" data-id=\"b15ec30\" 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<div class=\"elementor-element elementor-element-e3a64b8 e-con-full e-flex e-con\" data-id=\"e3a64b8\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-639b3ba elementor-widget elementor-widget-image\" data-id=\"639b3ba\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image5.png\" class=\"attachment-large size-large wp-image-227789\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image5.png 512w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image5-300x300.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image5-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b3f8e9c e-con-full e-flex e-con\" data-id=\"b3f8e9c\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-02951cf elementor-widget elementor-widget-heading\" data-id=\"02951cf\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Support SQL et extensions<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8209279 elementor-widget elementor-widget-text-editor\" data-id=\"8209279\" 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>Compatibilit\u00e9 SQL<\/b><\/p><p><span style=\"font-weight: 400;\">Il supporte une grande partie du standard SQL, y compris les fonctions complexes, les jointures, les agr\u00e9gations, et les sous-requ\u00eates, rendant sa prise en main facile pour ceux qui sont familiers avec le <a href=\"https:\/\/datascientest.com\/sql-tout-savoir\">SQL<\/a>.<\/span><\/p><p><b>Extensions et Personnalisation<\/b><\/p><p><span style=\"font-weight: 400;\">Il offre \u00e9galement la possibilit\u00e9 d&rsquo;\u00e9tendre ses capacit\u00e9s avec des fonctions d\u00e9finies par l&rsquo;utilisateur et des plug-ins, permettant une personnalisation avanc\u00e9e selon les besoins sp\u00e9cifiques.<\/span><\/p>\t\t\t\t\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<div class=\"elementor-element elementor-element-6326aa1 e-flex e-con-boxed e-con\" data-id=\"6326aa1\" 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<div class=\"elementor-element elementor-element-d836447 e-con-full e-flex e-con\" data-id=\"d836447\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4c952a1 elementor-widget elementor-widget-image\" data-id=\"4c952a1\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image10.png\" class=\"attachment-large size-large wp-image-227790\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image10.png 512w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image10-300x300.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image10-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1b05594 e-con-full e-flex e-con\" data-id=\"1b05594\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fa7781d elementor-widget elementor-widget-heading\" data-id=\"fa7781d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Facilit\u00e9 d\u2019utilisation et maintenance<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-601c779 elementor-widget elementor-widget-text-editor\" data-id=\"601c779\" 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>Configuration Simple<\/b><\/p><p><span style=\"font-weight: 400;\">Presto est relativement simple \u00e0 configurer et \u00e0 maintenir, avec un minimum de d\u00e9pendances externes. Cette facilit\u00e9 de configuration le rend attrayant pour les \u00e9quipes avec des ressources limit\u00e9es.<\/span><\/p><p><b>Communaut\u00e9 Active et Support<\/b><\/p><p><span style=\"font-weight: 400;\">Avec une communaut\u00e9 open-source active et un support croissant de la part de grandes entreprises technologiques, Presto b\u00e9n\u00e9ficie d&rsquo;une \u00e9volution constante et d&rsquo;un soutien solide pour les utilisateurs.<\/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-ebcb7eb elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"ebcb7eb\" 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=\"\/formations-data\">\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 nos formations<\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5bb6e13 e-flex e-con-boxed e-con\" data-id=\"5bb6e13\" 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-2b8266b elementor-widget elementor-widget-heading\" data-id=\"2b8266b\" 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\">Comparaison avec d\u2019autres outils<\/h3>\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-adb81bb e-flex e-con-boxed e-con\" data-id=\"adb81bb\" 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<div class=\"elementor-element elementor-element-121c53d e-con-full e-flex e-con\" data-id=\"121c53d\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d9fc665 elementor-widget elementor-widget-image\" data-id=\"d9fc665\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"720\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image3-1024x922.png\" class=\"attachment-large size-large wp-image-227791\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image3-1024x922.png 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image3-300x270.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image3-768x691.png 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image3.png 1200w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1423fb5 e-con-full e-flex e-con\" data-id=\"1423fb5\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6926d65 elementor-widget elementor-widget-heading\" data-id=\"6926d65\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Versus Hive<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-41dab98 elementor-widget elementor-widget-text-editor\" data-id=\"41dab98\" 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>Performance<\/b><\/p><p><span style=\"font-weight: 400;\">Presto est g\u00e9n\u00e9ralement plus rapide que <a href=\"https:\/\/datascientest.com\/apache-hive\">Hive<\/a> pour la plupart des requ\u00eates. Presto est con\u00e7u pour des analyses rapides et des requ\u00eates ad hoc, tandis qu&rsquo;Hive est mieux adapt\u00e9 pour des t\u00e2ches de traitement de donn\u00e9es par lots.<\/span><\/p><p><b>Mod\u00e8le de traitement<\/b><span style=\"font-weight: 400;\">\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Hive utilise <a href=\"https:\/\/datascientest.com\/mapreduce\">MapReduce<\/a> pour le traitement par lots, ce qui peut \u00eatre plus lent pour certaines requ\u00eates. Presto, en revanche, utilise un mod\u00e8le de traitement en m\u00e9moire, ce qui acc\u00e9l\u00e8re le traitement des requ\u00eates.<\/span><\/p><p><b>SQL sur Hadoop<\/b><\/p><p><span style=\"font-weight: 400;\">Tandis que Hive a \u00e9t\u00e9 l&rsquo;un des premiers outils \u00e0 permettre l&rsquo;\u00e9criture de requ\u00eates SQL sur <a href=\"https:\/\/datascientest.com\/hadoop\">Hadoop<\/a>, Presto offre une approche plus moderne avec une meilleure performance.<\/span><\/p>\t\t\t\t\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<div class=\"elementor-element elementor-element-785ec47 e-flex e-con-boxed e-con\" data-id=\"785ec47\" 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<div class=\"elementor-element elementor-element-5b565ec e-con-full e-flex e-con\" data-id=\"5b565ec\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-473d395 elementor-widget elementor-widget-image\" data-id=\"473d395\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"580\" height=\"358\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image2.png\" class=\"attachment-large size-large wp-image-227792\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image2.png 580w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image2-300x185.png 300w\" sizes=\"(max-width: 580px) 100vw, 580px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9779916 e-con-full e-flex e-con\" data-id=\"9779916\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1eb6503 elementor-widget elementor-widget-heading\" data-id=\"1eb6503\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Versus Apache Spark<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bddbf68 elementor-widget elementor-widget-text-editor\" data-id=\"bddbf68\" 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>Traitement des donn\u00e9es<\/b><\/p><p><span style=\"font-weight: 400;\">Spark est principalement con\u00e7u pour le traitement par lots et les calculs en m\u00e9moire, alors que Presto est optimis\u00e9 pour des requ\u00eates ad hoc sur de grands ensembles de donn\u00e9es.<\/span><\/p><p><b>\u00c9cosyst\u00e8me et int\u00e9gration<\/b><\/p><p><span style=\"font-weight: 400;\">Spark fait partie d&rsquo;un \u00e9cosyst\u00e8me plus large, incluant <a href=\"https:\/\/datascientest.com\/apache-spark-streaming-tout-savoir\">Spark Streaming<\/a>, MLlib pour le machine learning, et GraphX pour le traitement de graphes. Presto est plus sp\u00e9cialis\u00e9 dans l&rsquo;ex\u00e9cution de <a href=\"https:\/\/datascientest.com\/cinq-requetes-sql-a-connaitre\">requ\u00eates SQL<\/a>.<\/span><\/p><p><b>Langage de programmation<\/b><\/p><p><span style=\"font-weight: 400;\">Spark supporte plusieurs langages de programmation (<a href=\"https:\/\/datascientest.com\/scala\">Scala<\/a>, <a href=\"https:\/\/datascientest.com\/langage-java-tout-savoir\">Java<\/a>, <a href=\"https:\/\/datascientest.com\/python-tout-savoir\">Python<\/a>, <a href=\"https:\/\/datascientest.com\/langage-r-tout-savoir\">R<\/a>), offrant ainsi une plus grande flexibilit\u00e9 pour le d\u00e9veloppement d&rsquo;applications. Presto se concentre principalement sur le SQL.<\/span><\/p>\t\t\t\t\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<div class=\"elementor-element elementor-element-03ce7b8 e-flex e-con-boxed e-con\" data-id=\"03ce7b8\" 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-68a87ba elementor-widget elementor-widget-heading\" data-id=\"68a87ba\" 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\">Avantages et inconv\u00e9nients<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d740788 elementor-widget elementor-widget-html\" data-id=\"d740788\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style type=\"text\/css\">\r\n.tg  {border-collapse:collapse;border-spacing:0;}\r\n.tg td{border-color:black;border-style:solid;border-width:1px;font-family:Arial, sans-serif;font-size:14px;\r\n  overflow:hidden;padding:10px 5px;word-break:normal;}\r\n.tg th{border-color:black;border-style:solid;border-width:1px;font-family:Arial, sans-serif;font-size:14px;\r\n  font-weight:normal;overflow:hidden;padding:10px 5px;word-break:normal;}\r\n.tg .tg-0x09{background-color:#9b9b9b;text-align:left;vertical-align:top}\r\n.tg .tg-t724{background-color:#D9D9D9;font-family:Tahoma, Geneva, sans-serif !important;font-size:18px;font-weight:bold;\r\n  text-align:left;vertical-align:middle}\r\n.tg .tg-6qw1{background-color:#c0c0c0;text-align:center;vertical-align:top}\r\n.tg .tg-08l1{background-color:#F3F3F3;font-family:Tahoma, Geneva, sans-serif !important;font-size:18px;text-align:left;\r\n  vertical-align:top}\r\n<\/style>\r\n<table class=\"tg\" style=\"undefined;table-layout: fixed; width: 700px\">\r\n<colgroup>\r\n<col style=\"width: 100px\">\r\n<col style=\"width: 300px\">\r\n<col style=\"width: 300px\">\r\n<\/colgroup>\r\n<thead>\r\n  <tr>\r\n    <th class=\"tg-0x09\"><\/th>\r\n    <th class=\"tg-6qw1\"><img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image4.png\" width=\"30\" height=\"30\"><\/th>\r\n    <th class=\"tg-6qw1\"><img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image8.png\" width=\"30\" height=\"30\"><\/th>\r\n  <\/tr>\r\n<\/thead>\r\n<tbody>\r\n  <tr>\r\n    <td class=\"tg-t724\"><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">Presto<\/span><\/td>\r\n    <td class=\"tg-08l1\"><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">Rapidit\u00e9 des requ\u00eates, prise en charge de multiples sources de donn\u00e9es, et facilit\u00e9 d'utilisation pour ceux familiaris\u00e9s avec SQL.<\/span><\/td>\r\n    <td class=\"tg-08l1\"><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">Moins adapt\u00e9 pour le traitement par lots et les calculs intensifs.<\/span><\/td>\r\n  <\/tr>\r\n  <tr>\r\n    <td class=\"tg-t724\"><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">Hive<\/span><\/td>\r\n    <td class=\"tg-08l1\"><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">Mieux adapt\u00e9 pour le traitement par lots et les t\u00e2ches ETL, et une large acceptation dans l'industrie.<\/span><\/td>\r\n    <td class=\"tg-08l1\"><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">Performances plus lentes pour les requ\u00eates ad hoc.<\/span><\/td>\r\n  <\/tr>\r\n  <tr>\r\n    <td class=\"tg-t724\"><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">Spark<\/span><\/td>\r\n    <td class=\"tg-08l1\"><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">Traitement rapide par lots, support du streaming en temps r\u00e9el, et flexibilit\u00e9 avec plusieurs langages de programmation.<\/span><\/td>\r\n    <td class=\"tg-08l1\"><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">Peut \u00eatre plus complexe \u00e0 configurer et \u00e0 optimiser, surtout pour les requ\u00eates SQL simples.<\/span><\/td>\r\n  <\/tr>\r\n<\/tbody>\r\n<\/table>\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-f3ae40c e-flex e-con-boxed e-con\" data-id=\"f3ae40c\" 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-d4f8946 elementor-widget elementor-widget-heading\" data-id=\"d4f8946\" 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\">Conclusion<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-81b56b1 elementor-widget elementor-widget-text-editor\" data-id=\"81b56b1\" 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;\">Apache Presto se distingue comme un <\/span><b>moteur de requ\u00eate SQL distribu\u00e9 rapide et flexible<\/b><span style=\"font-weight: 400;\">, id\u00e9al pour l&rsquo;analyse ad hoc de grands ensembles de donn\u00e9es. Sa capacit\u00e9 \u00e0 interroger diverses sources de donn\u00e9es et son architecture efficace en font un choix pr\u00e9cieux dans <\/span><b>l&rsquo;\u00e9cosyst\u00e8me du <\/b><a href=\"https:\/\/datascientest.com\/formation-big-data\">Big Data<\/a><b>.<\/b><\/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-a06c079 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"a06c079\" 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=\"\/formations-data\">\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\">Se renseigner sur nos formations<\/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<div class=\"elementor-element elementor-element-2e79569 elementor-widget elementor-widget-html\" data-id=\"2e79569\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\r\n{\r\n  \"@context\": \"https:\/\/schema.org\",\r\n  \"@type\": \"FAQPage\",\r\n  \"mainEntity\": [{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Qu\u2019est-ce que Apache Presto ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Apache Presto est un moteur de requ\u00eate SQL distribu\u00e9, con\u00e7u pour des performances de haute vitesse sur des volumes de donn\u00e9es gigantesques, permet de r\u00e9pondre \u00e0 cet enjeu. D\u00e9velopp\u00e9 initialement par Facebook pour r\u00e9pondre \u00e0 leurs propres besoins en mati\u00e8re de traitement de donn\u00e9es massives, Presto a rapidement \u00e9volu\u00e9 pour devenir une solution de choix dans l'industrie, offrant une flexibilit\u00e9 et une efficacit\u00e9 remarquables.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Caract\u00e9ristiques cl\u00e9s d\u2019Apache Presto\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"\r\n      1. Prise en charge de sources de donn\u00e9es multiples\r\n      2. Performances et optimisation des requ\u00eates\r\n      3. Flexibilit\u00e9 et \u00e9volutivit\u00e9\r\n      4. Support SQL et extensions\r\n      5. Facilit\u00e9 d\u2019utilisation et maintenance\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Pourquoi utiliser Apache Presto ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Apache Presto se distingue comme un moteur de requ\u00eate SQL distribu\u00e9 rapide et flexible, id\u00e9al pour l'analyse ad hoc de grands ensembles de donn\u00e9es. Sa capacit\u00e9 \u00e0 interroger diverses sources de donn\u00e9es et son architecture efficace en font un choix pr\u00e9cieux dans l'\u00e9cosyst\u00e8me du Big Data.\"\r\n    }\r\n  }]\r\n}\r\n<\/script>\r\n\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>La capacit\u00e9 de g\u00e9rer efficacement de vastes ensembles de donn\u00e9es est devenue une n\u00e9cessit\u00e9 incontournable. Apache Presto est un moteur de requ\u00eate SQL distribu\u00e9, con\u00e7u pour des performances de haute vitesse sur des volumes de donn\u00e9es gigantesques, permet de r\u00e9pondre \u00e0 cet enjeu. D\u00e9velopp\u00e9 initialement par Facebook pour r\u00e9pondre \u00e0 leurs propres besoins en mati\u00e8re [&hellip;]<\/p>\n","protected":false},"author":77,"featured_media":227785,"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>Apache Presto : tout savoir sur ce moteur de requ\u00eate SQL distribu\u00e9<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/apache-presto-tout-savoir\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Apache Presto : tout savoir sur ce moteur de requ\u00eate SQL distribu\u00e9\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/apache-presto-tout-savoir\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2024-02-29T06:30:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-02-19T17:20:22+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/Apache-Presto.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"600\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Raphael Kassel\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Raphael Kassel\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/datascientest.com\/apache-presto-tout-savoir\",\"url\":\"https:\/\/datascientest.com\/apache-presto-tout-savoir\",\"name\":\"Apache Presto : tout savoir sur ce moteur de requ\u00eate SQL distribu\u00e9\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/#website\"},\"datePublished\":\"2024-02-29T06:30:00+00:00\",\"dateModified\":\"2024-02-19T17:20:22+00:00\",\"author\":{\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/6eca16f63daaafcbc96e15549b9d4ee1\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/datascientest.com\/apache-presto-tout-savoir\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/datascientest.com\/#website\",\"url\":\"https:\/\/datascientest.com\/\",\"name\":\"Formation Data Science | DataScientest.com\",\"description\":\"Leader de la formation en Data Science\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/datascientest.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/6eca16f63daaafcbc96e15549b9d4ee1\",\"name\":\"Raphael Kassel\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/raph.jpeg\",\"contentUrl\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/raph.jpeg\",\"caption\":\"Raphael Kassel\"},\"description\":\"Raphael Kassel est le Head of Data Programs chez DataScientest. Il supervise une \u00e9quipe Data, impl\u00e9mente de nouveaux parcours comme \\\"Chef de projet IA\\\" et \\\"Data Product Manager\\\", et contribue \u00e0 la modernisation des op\u00e9rations du groupe. 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