{"id":611,"date":"2021-05-26T09:03:09","date_gmt":"2021-05-26T07:03:09","guid":{"rendered":"https:\/\/datapy.fr\/?p=611"},"modified":"2024-03-27T16:25:33","modified_gmt":"2024-03-27T15:25:33","slug":"le-serverless-une-approche-efficace-a-bas-prix","status":"publish","type":"post","link":"https:\/\/datapy.fr\/index.php\/2021\/05\/26\/le-serverless-une-approche-efficace-a-bas-prix\/","title":{"rendered":"Le serverless, une approche efficace \u00e0 bas prix"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"611\" class=\"elementor elementor-611\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ae826b3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ae826b3\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5650935\" data-id=\"5650935\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a4424e2 elementor-widget elementor-widget-image\" data-id=\"a4424e2\" 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 - v3.21.0 - 25-04-2024 *\/\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<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"552\" src=\"https:\/\/datapy.fr\/wp-content\/uploads\/2021\/05\/20210526-Serverless-1024x552.jpeg\" class=\"attachment-large size-large wp-image-3182\" alt=\"\" srcset=\"https:\/\/datapy.fr\/wp-content\/uploads\/2021\/05\/20210526-Serverless-1024x552.jpeg 1024w, https:\/\/datapy.fr\/wp-content\/uploads\/2021\/05\/20210526-Serverless-300x162.jpeg 300w, https:\/\/datapy.fr\/wp-content\/uploads\/2021\/05\/20210526-Serverless-768x414.jpeg 768w, https:\/\/datapy.fr\/wp-content\/uploads\/2021\/05\/20210526-Serverless-1536x829.jpeg 1536w, https:\/\/datapy.fr\/wp-content\/uploads\/2021\/05\/20210526-Serverless-2048x1105.jpeg 2048w, https:\/\/datapy.fr\/wp-content\/uploads\/2021\/05\/20210526-Serverless-e1711553126530.jpeg 1050w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-df42832 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"df42832\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8c78bae\" data-id=\"8c78bae\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7b59447 elementor-widget elementor-widget-heading\" data-id=\"7b59447\" 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 - v3.21.0 - 25-04-2024 *\/\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\">Le serverless, une approche efficace \u00e0 bas prix<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e66f67b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e66f67b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-17c5da6\" data-id=\"17c5da6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3c3a48c elementor-widget elementor-widget-text-editor\" data-id=\"3c3a48c\" 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 - v3.21.0 - 25-04-2024 *\/\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>Nous avions introduit dans l\u2019<a href=\"https:\/\/datapy.fr\/index.php\/2021\/05\/17\/buzz-query-un-moteur-de-requetes-pour-dashboarding-bigdata-serverless-pour-les-startups\/\">article pr\u00e9c\u00e9dent ce qu\u2019\u00e9tait la notion de moteur de requ\u00eate de dashboarding<\/a>. Nous allons \u00e0 pr\u00e9sent nous concentrer sur une nouvelle notion, plus proche des ressources mat\u00e9rielles, le serverless.<\/p><p>Qu\u2019est-ce que le serverless? L\u2019informatique sans serveur est un mod\u00e8le de cloud dans lequel le fournisseur de cloud alloue les ressources de la machine \u00e0 la demande, en prenant soin des serveurs pour le compte de ses clients. Lorsqu\u2019une application n\u2019est pas en cours d\u2019utilisation, aucune ressource informatique n\u2019est allou\u00e9e \u00e0 l\u2019application. La tarification est bas\u00e9e sur la quantit\u00e9 r\u00e9elle de ressources consomm\u00e9es par une application. Les serveurs sont toujours utilis\u00e9s par les fournisseurs de services cloud pour ex\u00e9cuter du code pour les d\u00e9veloppeurs. Cependant, les d\u00e9veloppeurs d\u2019applications sans serveur ne sont pas concern\u00e9s par la planification de la capacit\u00e9, la configuration, la gestion, la maintenance, l\u2019exploitation ou la mise \u00e0 l\u2019\u00e9chelle des conteneurs, des machines virtuelles ou des serveurs physiques.<\/p><p>L\u2019informatique sans serveur peut simplifier le processus de d\u00e9ploiement du code en production. Le code sans serveur peut \u00eatre utilis\u00e9 en conjonction avec du code d\u00e9ploy\u00e9 dans des styles traditionnels, tels que des microservices ou des monolithes. Alternativement, les applications peuvent \u00eatre \u00e9crites pour \u00eatre purement sans serveur et n\u2019utiliser aucun serveur provisionn\u00e9.<\/p><p>Ces environnements d\u2019ex\u00e9cution sont \u00e9galement appel\u00e9s plateformes \u201cFunction As A Service\u201d, FaaS. Leurs premi\u00e8res instances en \u201cPay as you go\u201d datent de 2006, et ont \u00e9t\u00e9 successivement popularis\u00e9es en 2008 par Google avec leur Google App Engine, puis en 2014 par Amazon avec le fameux AWS Lambda. Depuis, IBM et Microsoft ont suivi avec les IBM Cloud Functions et les Azures Functions.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-90e5c46 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"90e5c46\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0e0f675\" data-id=\"0e0f675\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2329e11 elementor-widget elementor-widget-text-editor\" data-id=\"2329e11\" 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>A quoi sert le Serverless? Nous venons de voir que le serverless permet :\u00a0<\/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-3e626d1 elementor-position-left elementor-view-default elementor-mobile-position-top elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"3e626d1\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<link rel=\"stylesheet\" href=\"https:\/\/datapy.fr\/wp-content\/plugins\/elementor\/assets\/css\/widget-icon-box.min.css\">\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon elementor-animation-\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-chevron-right\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\td\u2019avoir une capacit\u00e9 de calcul de mani\u00e8re transparente pour l\u2019utilisateur final, au moment o\u00f9 il en a besoin. \t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-5adcf09 elementor-position-left elementor-view-default elementor-mobile-position-top elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"5adcf09\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon elementor-animation-\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-chevron-right\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tavant, le d\u00e9veloppeur devait r\u00e9fl\u00e9chir sur quel serveur le code allait fonctionner. Maintenant, le serverless permet \u00e0 l\u2019utilisateur de ne plus avoir \u00e0 g\u00e9rer la machine, qu\u2019elle soit physique ou virtuelle. \t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-a582153 elementor-position-left elementor-view-default elementor-mobile-position-top elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"a582153\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon elementor-animation-\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-chevron-right\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tmais l\u2019int\u00e9r\u00eat du serverless est de permettre d\u2019avoir un acc\u00e8s \u00e0 des machines de mani\u00e8re tr\u00e8s comp\u00e9titive d\u2019un point de vue prix, notamment en ne fixant pas le nombre de serveurs allou\u00e9s au d\u00e9part. La notion de facturation \u00e0 l\u2019usage rend ce type de solution de plus en plus populaire.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-0ebc3ea elementor-position-left elementor-view-default elementor-mobile-position-top elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"0ebc3ea\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon elementor-animation-\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-chevron-right\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tun dernier avantage est la capacit\u00e9 d\u2019adaptation des capacit\u00e9s de mani\u00e8re automatique, \u201cauto-scalling\u201d, que Google traduit pour le cas ainsi: \u201cfrom prototype to production to planet-scale\u201d. On favorise ainsi l\u2019\u00e9mergence de pratique DevOps.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-83f821f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"83f821f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4a1bdb2\" data-id=\"4a1bdb2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6d8a4aa elementor-widget elementor-widget-text-editor\" data-id=\"6d8a4aa\" 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>Ces avantages sont malgr\u00e9 tout \u00e0 mettre en perspective de la latence de ce type de solutions. Les architectures serverless n\u00e9cessitent un peu de temps pour que les ressources soient allou\u00e9es \u00e0 l\u2019application clientes, ce qui peut poser un probl\u00e8me si un client attend une r\u00e9ponse rapide \u00e0 sa requ\u00eate. Il y a donc l\u00e0 un enjeu \u00e0 adresser: le temps de latence des solutions serverless.<\/p><p>Nous analyserons la semaine prochaine les solutions les plus connues dans le domaine du traitement de donn\u00e9es \u00e0 grande \u00e9chelle,\u00a0<a href=\"https:\/\/datapy.fr\/index.php\/2021\/06\/07\/forces-et-faiblesses-de-spark-et-elasticsearch\/\">Spark et Elasticsearch<\/a>.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-55b3e83 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"55b3e83\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4e0f5de\" data-id=\"4e0f5de\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9bba2f8 elementor-position-left elementor-view-default elementor-mobile-position-top elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"9bba2f8\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon elementor-animation-\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-chevron-right\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tVous devriez \u00e9galement aimer\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-66a82d8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"66a82d8\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-6b25eb5\" data-id=\"6b25eb5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-33072d9 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"33072d9\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 25-04-2024 *\/\n.elementor-widget-image-box .elementor-image-box-content{width:100%}@media (min-width:768px){.elementor-widget-image-box.elementor-position-left .elementor-image-box-wrapper,.elementor-widget-image-box.elementor-position-right .elementor-image-box-wrapper{display:flex}.elementor-widget-image-box.elementor-position-right .elementor-image-box-wrapper{text-align:end;flex-direction:row-reverse}.elementor-widget-image-box.elementor-position-left .elementor-image-box-wrapper{text-align:start;flex-direction:row}.elementor-widget-image-box.elementor-position-top .elementor-image-box-img{margin:auto}.elementor-widget-image-box.elementor-vertical-align-top .elementor-image-box-wrapper{align-items:flex-start}.elementor-widget-image-box.elementor-vertical-align-middle .elementor-image-box-wrapper{align-items:center}.elementor-widget-image-box.elementor-vertical-align-bottom .elementor-image-box-wrapper{align-items:flex-end}}@media (max-width:767px){.elementor-widget-image-box .elementor-image-box-img{margin-left:auto!important;margin-right:auto!important;margin-bottom:15px}}.elementor-widget-image-box .elementor-image-box-img{display:inline-block}.elementor-widget-image-box .elementor-image-box-title a{color:inherit}.elementor-widget-image-box .elementor-image-box-wrapper{text-align:center}.elementor-widget-image-box .elementor-image-box-description{margin:0}<\/style><div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><a href=\"https:\/\/datapy.fr\/index.php\/2021\/05\/17\/buzz-query-un-moteur-de-requetes-pour-dashboarding-bigdata-serverless-pour-les-startups\/\" tabindex=\"-1\"><img decoding=\"async\" width=\"2560\" height=\"1576\" src=\"https:\/\/datapy.fr\/wp-content\/uploads\/2021\/05\/DataPy_Article_moteur_de_requetes_pour_dashboarding_bigdata_serverless.jpeg\" class=\"attachment-full size-full wp-image-3177\" alt=\"\" srcset=\"https:\/\/datapy.fr\/wp-content\/uploads\/2021\/05\/DataPy_Article_moteur_de_requetes_pour_dashboarding_bigdata_serverless.jpeg 2560w, https:\/\/datapy.fr\/wp-content\/uploads\/2021\/05\/DataPy_Article_moteur_de_requetes_pour_dashboarding_bigdata_serverless-300x185.jpeg 300w, https:\/\/datapy.fr\/wp-content\/uploads\/2021\/05\/DataPy_Article_moteur_de_requetes_pour_dashboarding_bigdata_serverless-1024x630.jpeg 1024w, https:\/\/datapy.fr\/wp-content\/uploads\/2021\/05\/DataPy_Article_moteur_de_requetes_pour_dashboarding_bigdata_serverless-768x473.jpeg 768w, https:\/\/datapy.fr\/wp-content\/uploads\/2021\/05\/DataPy_Article_moteur_de_requetes_pour_dashboarding_bigdata_serverless-1536x945.jpeg 1536w, https:\/\/datapy.fr\/wp-content\/uploads\/2021\/05\/DataPy_Article_moteur_de_requetes_pour_dashboarding_bigdata_serverless-2048x1261.jpeg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/a><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\"><a href=\"https:\/\/datapy.fr\/index.php\/2021\/05\/17\/buzz-query-un-moteur-de-requetes-pour-dashboarding-bigdata-serverless-pour-les-startups\/\">\u201cBuzz Query\u201d, un moteur de requ\u00eates pour dashboarding bigdata serverless<\/a><\/h3><p class=\"elementor-image-box-description\">L\u2019histoire commence par la rencontre entre l\u2019\u00e9quipe DataPy et R\u00e9mi Dettai\u2026 R\u00e9mi est un ing\u00e9nieur de talent sp\u00e9cialis\u00e9 en Data et Cloud. R\u00e9mi a eu de nombreuses exp\u00e9riences dans les domaines de la tech...<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-d752006\" data-id=\"d752006\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0adbeda elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"0adbeda\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><a href=\"https:\/\/datapy.fr\/index.php\/2021\/02\/22\/en-route-vers-lautomatisation-iceberg-procrastination-et-noeud-gordien\/\" tabindex=\"-1\"><img decoding=\"async\" width=\"2551\" height=\"1376\" src=\"https:\/\/datapy.fr\/wp-content\/uploads\/2021\/02\/robot2-2.jpg\" class=\"attachment-full size-full wp-image-3247\" alt=\"\" srcset=\"https:\/\/datapy.fr\/wp-content\/uploads\/2021\/02\/robot2-2.jpg 2551w, https:\/\/datapy.fr\/wp-content\/uploads\/2021\/02\/robot2-2-300x162.jpg 300w, https:\/\/datapy.fr\/wp-content\/uploads\/2021\/02\/robot2-2-1024x552.jpg 1024w, https:\/\/datapy.fr\/wp-content\/uploads\/2021\/02\/robot2-2-768x414.jpg 768w, https:\/\/datapy.fr\/wp-content\/uploads\/2021\/02\/robot2-2-1536x829.jpg 1536w, https:\/\/datapy.fr\/wp-content\/uploads\/2021\/02\/robot2-2-2048x1105.jpg 2048w\" sizes=\"(max-width: 2551px) 100vw, 2551px\" \/><\/a><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\"><a href=\"https:\/\/datapy.fr\/index.php\/2021\/02\/22\/en-route-vers-lautomatisation-iceberg-procrastination-et-noeud-gordien\/\">En route vers l\u2019automatisation : iceberg, procrastination et n\u0153ud gordien<\/a><\/h3><p class=\"elementor-image-box-description\">Lorsque l\u2019on \u00e9voque l\u2019automatisation, le top management dispose trop souvent de peu d\u2019indicateurs sur le volume de taches automatisables dans son d\u00e9partement. En effet, les collaborateurs ont tendance naturellement \u00e0 en minimiser le volume.<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-66899e9\" data-id=\"66899e9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0256ed9 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"0256ed9\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><a href=\"https:\/\/datapy.fr\/index.php\/2020\/09\/03\/cas-dusage-dataops-industrialisation-des-environnements-et-processus-de-data-science\/\" tabindex=\"-1\"><img loading=\"lazy\" decoding=\"async\" width=\"294\" height=\"186\" src=\"https:\/\/datapy.fr\/wp-content\/uploads\/2021\/06\/Capture-decran-2023-03-01-a-16.05.04.png\" class=\"attachment-full size-full wp-image-3360\" alt=\"\" \/><\/a><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\"><a href=\"https:\/\/datapy.fr\/index.php\/2020\/09\/03\/cas-dusage-dataops-industrialisation-des-environnements-et-processus-de-data-science\/\">Cas d\u2019usage DataOps: Industrialisation des environnements et processus de D...<\/a><\/h3><p class=\"elementor-image-box-description\">Voici un exemple de travail r\u00e9alis\u00e9 par un des membres de notre communaut\u00e9 dans une des plus grandes entreprises fran\u00e7aises, pour industrialiser l\u2019environnement de travail, l\u2019acc\u00e8s et le traitement des donn\u00e9es d\u2019une large \u00e9quipe de Data Science. <\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Le serverless, une approche efficace \u00e0 bas prix Nous avions introduit dans l\u2019article pr\u00e9c\u00e9dent ce qu\u2019\u00e9tait la notion de moteur de requ\u00eate de dashboarding. Nous allons \u00e0 pr\u00e9sent nous concentrer sur une nouvelle notion, plus proche des ressources mat\u00e9rielles, le serverless. Qu\u2019est-ce que le serverless? L\u2019informatique sans serveur est un mod\u00e8le de cloud dans lequel [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":3182,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12],"tags":[],"class_list":["post-611","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data","entry","has-media"],"_links":{"self":[{"href":"https:\/\/datapy.fr\/index.php\/wp-json\/wp\/v2\/posts\/611","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/datapy.fr\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/datapy.fr\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/datapy.fr\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/datapy.fr\/index.php\/wp-json\/wp\/v2\/comments?post=611"}],"version-history":[{"count":0,"href":"https:\/\/datapy.fr\/index.php\/wp-json\/wp\/v2\/posts\/611\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/datapy.fr\/index.php\/wp-json\/wp\/v2\/media\/3182"}],"wp:attachment":[{"href":"https:\/\/datapy.fr\/index.php\/wp-json\/wp\/v2\/media?parent=611"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/datapy.fr\/index.php\/wp-json\/wp\/v2\/categories?post=611"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/datapy.fr\/index.php\/wp-json\/wp\/v2\/tags?post=611"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}