{"id":811,"date":"2020-06-04T15:00:00","date_gmt":"2020-06-04T13:00:00","guid":{"rendered":"https:\/\/affluences.com\/blog\/?p=811"},"modified":"2022-06-24T17:48:43","modified_gmt":"2022-06-24T15:48:43","slug":"analyse-donnees-temps-reel","status":"publish","type":"post","link":"https:\/\/affluences.com\/blog\/analyse-donnees-temps-reel\/","title":{"rendered":"Analyser des donn\u00e9es en temps r\u00e9el : le retour d&rsquo;exp\u00e9rience de notre \u00e9quipe technique"},"content":{"rendered":"\n<p id=\"viewer-foo\">Suite au pr\u00e9c\u00e9dent article pr\u00e9sentant <a href=\"https:\/\/www.pro.affluences.com\/post\/mesurer-affluence-temps-reel\" target=\"_blank\" rel=\"noreferrer noopener\"><u>l\u2019aspect technique de la mesure de l\u2019affluence en temps r\u00e9el<\/u><\/a>, nous vous proposons de nous int\u00e9resser \u00e0 la deuxi\u00e8me brique de la solution Affluences : <strong>l\u2019analyse des donn\u00e9es en temps r\u00e9el<\/strong>.<\/p>\n\n\n\n<p id=\"viewer-6mvu9\">Nos milliers de capteurs install\u00e9s un peu partout en France et en Europe vont remonter leurs donn\u00e9es vers nos serveurs. Sans traitement, ces donn\u00e9es n\u2019ont que peu de valeur puisqu\u2019elles sont difficiles \u00e0 exploiter. En effet, <strong>chaque capteur remonte ses donn\u00e9es de mani\u00e8re ind\u00e9pendante et avec un format diff\u00e9rent en fonction de son type<\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"viewer-dn1d6\">Uniformiser les donn\u00e9es<\/h2>\n\n\n\n<p id=\"viewer-3n6rj\">On va donc, dans un premier temps, <strong>uniformiser les diff\u00e9rentes sources de donn\u00e9es<\/strong> pour pouvoir les exploiter. Pour cela, nous avons d\u00e9velopp\u00e9 un connecteur pour chaque type de capteur afin d\u2019obtenir un <strong>format uniforme<\/strong>.<\/p>\n\n\n\n<p id=\"viewer-26nas\">Une fois les donn\u00e9es standardis\u00e9es, nous les rattachons \u00e0 un \u00e9tablissement pour conna\u00eetre, par exemple, les entr\u00e9es et sorties depuis le d\u00e9but de la journ\u00e9e sur l\u2019ensemble des acc\u00e8s.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"viewer-8cdko\">Contextualiser les donn\u00e9es<\/h2>\n\n\n\n<p id=\"viewer-bhuvh\">A partir de ces donn\u00e9es agr\u00e9g\u00e9es, nous allons <strong>calculer l\u2019affluence en temps r\u00e9el<\/strong> de chaque \u00e9tablissement en <strong>croisant la donn\u00e9e avec des informations contextuelles<\/strong>.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p><em>Par exemple on croise les donn\u00e9es avec les horaires d\u2019ouverture pour d\u00e9compter le personnel d\u00e9j\u00e0 pr\u00e9sent avant l\u2019ouverture.<\/em><\/p><\/blockquote>\n\n\n\n<p id=\"viewer-49kau\">Ces op\u00e9rations nous permettent d\u2019<strong>enrichir la donn\u00e9e brute<\/strong>. Ainsi le calcul du temps d\u2019attente ou d\u2019un taux d\u2019occupation en temps r\u00e9el est plus fiable. Il permettra d\u2019alimenter l\u2019application mobile ou <a href=\"http:\/\/www.affluences.com\/\" target=\"_blank\" rel=\"noreferrer noopener\"><u>le site web Affluences<\/u><\/a> mais \u00e9galement nos <strong>algorithmes d\u2019analyse pr\u00e9dictive<\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"viewer-4unhe\">La technologie sous la surface<\/h2>\n\n\n\n<p id=\"viewer-1ngss\">Nous utilisons <strong>plusieurs technologies compl\u00e9mentaires<\/strong> pour ce processus comme par exemple du <strong>Python<\/strong> et du <strong>Node.Js<\/strong> pour la partie traitement et <strong>RabbitMQ<\/strong> pour la communication asynchrone inter-process.<\/p>\n\n\n\n<p id=\"viewer-7lqcl\">La charge est quant \u00e0 elle distribu\u00e9e sur plusieurs workers qui travaillent en parall\u00e8le pour nous permettre de traiter les donn\u00e9es de toujours plus de capteurs !<\/p>\n\n\n\n<div class=\"wp-block-buttons aligncenter is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/www.welcometothejungle.com\/fr\/companies\/affluences\" target=\"_blank\" rel=\"noreferrer noopener\">Postulez \u00e0 nos offres tech du moment<\/a><\/div>\n<\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Suite au pr\u00e9c\u00e9dent article pr\u00e9sentant l\u2019aspect technique de la mesure de l\u2019affluence en temps r\u00e9el, nous vous proposons de nous int\u00e9resser \u00e0 la deuxi\u00e8me brique de la solution Affluences : l\u2019analyse des donn\u00e9es en temps r\u00e9el. Nos milliers de capteurs install\u00e9s un peu partout en France et en Europe vont remonter leurs donn\u00e9es vers nos [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":814,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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