{"id":632,"date":"2024-06-01T09:30:35","date_gmt":"2024-06-01T07:30:35","guid":{"rendered":"https:\/\/www.nicedata.fr\/?p=632"},"modified":"2024-10-07T15:07:43","modified_gmt":"2024-10-07T13:07:43","slug":"bonnes-pratiques-zones","status":"publish","type":"post","link":"https:\/\/www.nicedata.fr\/index.php\/2024\/06\/01\/bonnes-pratiques-zones\/","title":{"rendered":"Zones de Datalake selon les \u00ab\u00a0bonnes pratiques\u00a0\u00bb Microsoft"},"content":{"rendered":"\n<p>Comme tout bon \u00e9diteur qui se respecte, Microsoft pr\u00e9sente de bonnes pratiques d&rsquo;impl\u00e9mentation. La documentation propos\u00e9e est disponible ici : <a href=\"https:\/\/learn.microsoft.com\/fr-fr\/azure\/cloud-adoption-framework\/scenarios\/cloud-scale-analytics\/best-practices\/data-lake-zones\">Zones et conteneurs de lac de donn\u00e9es &#8211; Cloud Adoption Framework | Microsoft Learn<\/a><\/p>\n\n\n\n<p>Nous allons dans cet article cr\u00e9er les diff\u00e9rentes zones de notre Datalake en respectant ces bonnes pratiques Microsoft adapt\u00e9es \u00e0 notre architecture \u00ab\u00a0Type m\u00e9daillon\u00a0\u00bb.<\/p>\n\n\n\n<p>Pour la partie purement technique de la cr\u00e9ation, nous nous r\u00e9f\u00e8rerons \u00e0 l&rsquo;article d\u00e9di\u00e9 \u00e0 ce sujet afin de ne pas radoter. L&rsquo;objectif ici est de pr\u00e9parer les zones de notre datalake de Production et non d&rsquo;apprendre \u00e0 cr\u00e9er un compte de stockage. Pour apprendre \u00e0 cr\u00e9er un compte de stockage c&rsquo;est par ici : <a href=\"https:\/\/www.nicedata.fr\/index.php\/2022\/10\/03\/creation-des-ressources-de-stockage-azure-synapse-analytics-azure-blob-storage\/\">Cr\u00e9ation des ressources de stockage : Azure Synapse Analytics &#8211; Azure Blob Storage &#8211; NiceData<\/a><\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_81 ez-toc-wrap-center counter-hierarchy ez-toc-counter ez-toc-transparent ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Sommaire<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.nicedata.fr\/index.php\/2024\/06\/01\/bonnes-pratiques-zones\/#Introduction\" >Introduction<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.nicedata.fr\/index.php\/2024\/06\/01\/bonnes-pratiques-zones\/#Cas_dUsage_%E2%80%93_Tutoriel_permettant_de_demontrer_la_creation_dun_DataLakeHouse\" >Cas d&rsquo;Usage &#8211; Tutoriel permettant de d\u00e9montrer la cr\u00e9ation d&rsquo;un DataLakeHouse<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.nicedata.fr\/index.php\/2024\/06\/01\/bonnes-pratiques-zones\/#Creation_des_zones\" >Cr\u00e9ation des zones<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.nicedata.fr\/index.php\/2024\/06\/01\/bonnes-pratiques-zones\/#Stockage_pour_donnees_Brut_la_zone_%C2%AB_Bronze_%C2%BB\" >Stockage pour donn\u00e9es Brut, la zone \u00ab\u00a0Bronze\u00a0\u00bb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.nicedata.fr\/index.php\/2024\/06\/01\/bonnes-pratiques-zones\/#Stockage_de_nos_donnees_travaillees_les_zones_%C2%AB_Silver_%C2%BB_et_%C2%AB_Gold_%C2%BB\" >Stockage de nos donn\u00e9es travaill\u00e9es, les zones \u00ab\u00a0Silver\u00a0\u00bb et \u00ab\u00a0Gold\u00a0\u00bb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.nicedata.fr\/index.php\/2024\/06\/01\/bonnes-pratiques-zones\/#Synthese\" >Synth\u00e8se<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.nicedata.fr\/index.php\/2024\/06\/01\/bonnes-pratiques-zones\/#Conclusion\" >Conclusion<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Introduction\"><\/span>Introduction<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>La premi\u00e8re chose \u00e0 \u00e9voquer est que comme toutes \u00ab\u00a0bonnes pratiques\u00a0\u00bb, nous sommes dans un cas \u00ab\u00a0id\u00e9al\u00a0\u00bb, \u00ab\u00a0standard\u00a0\u00bb et qu&rsquo;il faut bien s\u00fbr comprendre \u00ab\u00a0pourquoi\u00a0\u00bb ceci est d\u00e9fini comme tel pour s&rsquo;assurer que cela est bien optimal dans notre cas de figure et qu&rsquo;il n&rsquo;y a pas besoin d&rsquo;adaptation.<\/p>\n\n\n\n<p>Microsoft pr\u00e9conise un mixe entre la dissociation physique par compte de stockage puis par conteneur \u00e0 l&rsquo;int\u00e9rieur de chaque compte de stockage. Le \u00ab\u00a0nommage\u00a0\u00bb des diff\u00e9rents n&rsquo;est pas tr\u00e8s important et c&rsquo;est surtout leur utilit\u00e9 qui l&rsquo;est (dans la documentation les comptes de stockage sont simplement num\u00e9rot\u00e9s). On nous propose la cr\u00e9ation de trois \u00ab\u00a0lac\u00a0\u00bb, comprendre les comptes de stockages. :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>1 : donn\u00e9es brutes<\/li>\n\n\n\n<li>2 : donn\u00e9es enrichies<\/li>\n\n\n\n<li>3 : donn\u00e9es de \u00ab\u00a0d\u00e9veloppements\u00a0\u00bb \/ bac \u00e0 sable <\/li>\n<\/ul>\n\n\n\n<p>Ensuite, dans chaque compte de stockage, Microsoft nous propose la cr\u00e9ation de diff\u00e9rents conteneurs avec en exemple pour les donn\u00e9es enrichies qui pourrait \u00eatre d\u00e9crit de la sorte :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>donn\u00e9es enrichies et standardis\u00e9es<\/li>\n\n\n\n<li>donn\u00e9es organis\u00e9es et exploitables<\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/learn.microsoft.com\/fr-fr\/azure\/cloud-adoption-framework\/scenarios\/cloud-scale-analytics\/best-practices\/data-lake-zones#overview\">Zones et conteneurs de lac de donn\u00e9es &#8211; Cloud Adoption Framework | Microsoft Learn<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Cas_dUsage_%E2%80%93_Tutoriel_permettant_de_demontrer_la_creation_dun_DataLakeHouse\"><\/span>Cas d&rsquo;Usage &#8211; Tutoriel permettant de d\u00e9montrer la cr\u00e9ation d&rsquo;un DataLakeHouse<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Comme \u00e9voqu\u00e9 en introduction, nous allons devoir adapter les bonnes pratiques \u00e0 notre cas d&rsquo;usage. Pour ce faire nous allons d\u00e9crire notre cas d&rsquo;usage, qui est relativement simple !<\/p>\n\n\n\n<p>L&rsquo;objectif principal est de d\u00e9montrer les diff\u00e9rents usages et techniques de la cr\u00e9ation d&rsquo;un datalakehouse dans Azure Synapse Analytics. De ce fait, l&rsquo;id\u00e9e est de montrer diff\u00e9rents cas d&rsquo;usages et d&rsquo;architecture. Que ce soit pour la lecture ou l&rsquo;\u00e9criture de fichier sur le lake. De ce fait, l&rsquo;id\u00e9al pour nous serait d&rsquo;avoir deux zones dans deux comptes de stockage diff\u00e9rents ainsi que deux zones dans le m\u00eame compte de stockage, mais des conteneurs diff\u00e9rents.<\/p>\n\n\n\n<p>Ce sch\u00e9ma propose des contraintes techniques auxquelles nous allons appliquer notre architecture logique \u00ab\u00a0M\u00e9daillon\u00a0\u00bb qui est l&rsquo;une des plus r\u00e9pandus dans le monde du datalake. Si vous ne connaissez pas encore, c&rsquo;est par ici : <a href=\"https:\/\/www.databricks.com\/fr\/glossary\/medallion-architecture\">Qu&rsquo;est-ce qu&rsquo;une architecture en m\u00e9daillon&nbsp;? (databricks.com)<\/a><\/p>\n\n\n\n<p>La combinaison des deux est en parfait accord avec la proposition de Microsoft que nous pourrons donc garder. Voici le sch\u00e9ma de l&rsquo;architecture technique de stockage qui va \u00eatre mise en place pour notre usage dans le monde Azure :<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"938\" height=\"552\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image.png?resize=938%2C552&#038;ssl=1\" alt=\"\" class=\"wp-image-635\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image.png?w=938&amp;ssl=1 938w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image.png?resize=300%2C177&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image.png?resize=768%2C452&amp;ssl=1 768w\" sizes=\"auto, (max-width: 938px) 100vw, 938px\" \/><figcaption class=\"wp-element-caption\">Architecture technique du DataLakeHouse<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Creation_des_zones\"><\/span>Cr\u00e9ation des zones<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Stockage_pour_donnees_Brut_la_zone_%C2%AB_Bronze_%C2%BB\"><\/span>Stockage pour donn\u00e9es Brut, la zone \u00ab\u00a0Bronze\u00a0\u00bb<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>La zone bronze (ou \u00ab\u00a0Bronze layer\u00a0\u00bb), est dans notre architecture dans un conteneur unique dans compte de stockage d\u00e9di\u00e9. Nous allons utiliser le pr\u00e9c\u00e9dent article pour cr\u00e9er notre compte de stockage (<a href=\"https:\/\/www.nicedata.fr\/index.php\/2022\/10\/03\/creation-des-ressources-de-stockage-azure-synapse-analytics-azure-blob-storage\/\">Cr\u00e9ation des ressources de stockage : Azure Synapse Analytics &#8211; Azure Blob Storage &#8211; NiceData<\/a>). Attention aux nommage et groupe de ressources qui doivent \u00eatre uniques et qui d\u00e9termineront les chemins d&rsquo;acc\u00e8s que nous utiliserons plus tard, mais vous pouvez \u00e9videmment faire vos propres adaptations.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"269\" height=\"762\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image-2.png?resize=269%2C762&#038;ssl=1\" alt=\"\" class=\"wp-image-637\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image-2.png?w=269&amp;ssl=1 269w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image-2.png?resize=106%2C300&amp;ssl=1 106w\" sizes=\"auto, (max-width: 269px) 100vw, 269px\" \/><figcaption class=\"wp-element-caption\">Les types de stockage<\/figcaption><\/figure>\n\n\n\n<p>Une fois le compte de stockage cr\u00e9e ici nomm\u00e9 \u00ab\u00a0sanicedatalakeraw\u00a0\u00bb, il nous reste \u00e0 cr\u00e9er le conteneur nomm\u00e9 Bronze qui correspondra \u00e0 notre zone de datalake. Pour ce faire il faut dans un premier temps se rendre sur la page de la ressource de notre compte de stockage et ouvrir la partie \u00ab\u00a0Data storage\u00a0\u00bb. Comme vous pouvez le remarquer, s&rsquo;il y a bien des \u00ab\u00a0Conteneurs \/ Containers\u00a0\u00bb, il existe aussi d&rsquo;autres \u00ab\u00a0options\u00a0\u00bb que vont \u00eatre les files shares, Queues et Tables car le \u00ab\u00a0Storage account\u00a0\u00bb, est comme son nom l&rsquo;indique un compte de stockage et peux contenir pleins de choses diff\u00e9rentes pour stocker de la donn\u00e9e. Dans le cas de notre lake nous allons principalement stocker des fichiers (peu importe leurs types) commun\u00e9ment appel\u00e9s \u00ab\u00a0blob\u00a0\u00bb pour Binary Large Object. Une vid\u00e9o, un fichier Excel, un ex\u00e9cutable, un fichier pdf ou un fichier parquet est un blob ! C&rsquo;est justement l&rsquo;objectif principal du conteneur (dans certains cas appel\u00e9 \u00ab\u00a0Blob Container\u00a0\u00bb &#8230;).<\/p>\n\n\n\n<p>Pour cr\u00e9er ce conteneur, rien de plus simple ! Il suffit de faire un \u00ab\u00a0+\u00a0\u00bb de Conteneur, de lui donner un nom et de le cr\u00e9er !<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"470\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image-3.png?resize=1024%2C470&#038;ssl=1\" alt=\"\" class=\"wp-image-638\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image-3.png?resize=1024%2C470&amp;ssl=1 1024w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image-3.png?resize=300%2C138&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image-3.png?resize=768%2C352&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image-3.png?w=1471&amp;ssl=1 1471w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><figcaption class=\"wp-element-caption\">Cr\u00e9ation d&rsquo;un conteneur<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"442\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image-4.png?resize=1024%2C442&#038;ssl=1\" alt=\"\" class=\"wp-image-639\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image-4.png?resize=1024%2C442&amp;ssl=1 1024w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image-4.png?resize=300%2C129&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image-4.png?resize=768%2C331&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image-4.png?w=1351&amp;ssl=1 1351w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><figcaption class=\"wp-element-caption\">Compte de stockage avec un conteneur nomm\u00e9 \u00ab\u00a0bronze\u00a0\u00bb<\/figcaption><\/figure>\n\n\n\n<p>Notre premi\u00e8re zone de datalake est maintenant cr\u00e9\u00e9e. Nous avons un compte de stockage avec un conteneur qui constitue cette zone \u00ab\u00a0bronze\u00a0\u00bb.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Stockage_de_nos_donnees_travaillees_les_zones_%C2%AB_Silver_%C2%BB_et_%C2%AB_Gold_%C2%BB\"><\/span>Stockage de nos donn\u00e9es travaill\u00e9es, les zones \u00ab\u00a0Silver\u00a0\u00bb et \u00ab\u00a0Gold\u00a0\u00bb<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Nos deux zones suivantes seront contenues dans le m\u00eame compte de stockage. La seule diff\u00e9rence lors de la cr\u00e9ation de ces zones et qu&rsquo;apr\u00e8s avoir cr\u00e9\u00e9 le premier conteneur \u00ab\u00a0silver\u00a0\u00bb, dans un nouveau compte de stockage, nous allons simplement ajouter un nouveau conteneur au m\u00eame endroit et donc jouer deux fois la derni\u00e8re \u00e9tape.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"381\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image-5.png?resize=1024%2C381&#038;ssl=1\" alt=\"\" class=\"wp-image-640\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image-5.png?resize=1024%2C381&amp;ssl=1 1024w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image-5.png?resize=300%2C112&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image-5.png?resize=768%2C286&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image-5.png?w=1318&amp;ssl=1 1318w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><figcaption class=\"wp-element-caption\">Compte de stockage avec deux conteneurs nomm\u00e9s \u00ab\u00a0silver\u00a0\u00bb et \u00ab\u00a0gold\u00a0\u00bb<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Synthese\"><\/span>Synth\u00e8se<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Nos trois zones sont maintenant cr\u00e9\u00e9es et accessibles par nous m\u00eame (l&rsquo;utilisateur en cr\u00e9ation). Il est possible de les voir dans un outil comme Microsoft Azure Storage Explorer mais si l&rsquo;outil est pratique pour visualiser et interagir rapidement avec nos zones, ce n&rsquo;est \u00e9videment pas comme cela que nous allons les utiliser !<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"450\" height=\"580\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image-6.png?resize=450%2C580&#038;ssl=1\" alt=\"\" class=\"wp-image-641\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image-6.png?w=450&amp;ssl=1 450w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2024\/09\/image-6.png?resize=233%2C300&amp;ssl=1 233w\" sizes=\"auto, (max-width: 450px) 100vw, 450px\" \/><figcaption class=\"wp-element-caption\">Nos zones de datalake vues dans Azure Storage Explorer<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span>Conclusion<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Maintenant cr\u00e9\u00e9es, nos zones sont pr\u00eates \u00e0 \u00eatre configur\u00e9es pour leur exploitation dans Synapse et cela passera par les autorisations et la connectivit\u00e9 qui seront expliqu\u00e9es dans un prochain article.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Comme tout bon \u00e9diteur qui se respecte, Microsoft pr\u00e9sente de bonnes pratiques d&rsquo;impl\u00e9mentation. La documentation propos\u00e9e est disponible ici : Zones et conteneurs de lac de donn\u00e9es &#8211; Cloud Adoption Framework | Microsoft Learn Nous allons dans cet article cr\u00e9er les diff\u00e9rentes zones de notre Datalake en respectant ces bonnes pratiques Microsoft adapt\u00e9es \u00e0 notre [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":645,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[76],"tags":[10,32,81,78],"class_list":["post-632","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-synapsedatalake","tag-azure","tag-datalake","tag-medaillon","tag-stockage"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Zones de Datalake selon les &quot;bonnes pratiques&quot; Microsoft - NiceData<\/title>\n<meta name=\"description\" content=\"Nous allons cr\u00e9er les diff\u00e9rentes zones de notre Datalake en respectant ces bonnes pratiques Microsoft adapt\u00e9 \u00e0 notre architecture &quot;Type m\u00e9daillon&quot;.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.nicedata.fr\/index.php\/2024\/06\/01\/bonnes-pratiques-zones\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Zones de Datalake selon les &quot;bonnes pratiques&quot; Microsoft - 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