{"id":184,"date":"2022-10-03T09:07:57","date_gmt":"2022-10-03T07:07:57","guid":{"rendered":"https:\/\/www.nicedata.fr\/?p=184"},"modified":"2024-08-20T14:49:17","modified_gmt":"2024-08-20T12:49:17","slug":"creation-des-ressources-de-stockage-azure-synapse-analytics-azure-blob-storage","status":"publish","type":"post","link":"https:\/\/www.nicedata.fr\/index.php\/2022\/10\/03\/creation-des-ressources-de-stockage-azure-synapse-analytics-azure-blob-storage\/","title":{"rendered":"Cr\u00e9ation des ressources de stockage : Azure Synapse Analytics &#8211; Azure Blob Storage"},"content":{"rendered":"\n<p>Pour rappel, nous travaillons \u00e0 la mise en place d&rsquo;un datalake\/datalakehouse \u00ab\u00a0dans\u00a0\u00bb Azure Synapse Analytics. Ce sc\u00e9nario tourne autour de deux solutions que sont :<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Storage account \/ Data Lake Storage &#8211;&gt; le \u00ab\u00a0datalake\u00a0\u00bb<\/li><li>Synapse workspace &#8211;&gt; L&rsquo;environnement de d\u00e9veloppement et d&rsquo;int\u00e9gration<\/li><\/ul>\n\n\n\n<p>Cet article est centr\u00e9 autour de la cr\u00e9ation du stockage.<\/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\/2022\/10\/03\/creation-des-ressources-de-stockage-azure-synapse-analytics-azure-blob-storage\/#Definition_du_Datalake\" >D\u00e9finition du Datalake<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.nicedata.fr\/index.php\/2022\/10\/03\/creation-des-ressources-de-stockage-azure-synapse-analytics-azure-blob-storage\/#Division_logique\" >Division logique<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.nicedata.fr\/index.php\/2022\/10\/03\/creation-des-ressources-de-stockage-azure-synapse-analytics-azure-blob-storage\/#Division_stricte\" >Division stricte<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.nicedata.fr\/index.php\/2022\/10\/03\/creation-des-ressources-de-stockage-azure-synapse-analytics-azure-blob-storage\/#Information\" >Information<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.nicedata.fr\/index.php\/2022\/10\/03\/creation-des-ressources-de-stockage-azure-synapse-analytics-azure-blob-storage\/#Creation_du_Datalake\" >Cr\u00e9ation du Datalake<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.nicedata.fr\/index.php\/2022\/10\/03\/creation-des-ressources-de-stockage-azure-synapse-analytics-azure-blob-storage\/#Configuration_du_projet\" >Configuration du projet<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.nicedata.fr\/index.php\/2022\/10\/03\/creation-des-ressources-de-stockage-azure-synapse-analytics-azure-blob-storage\/#La_configuration_generale_du_Storage_Account\" >La configuration g\u00e9n\u00e9rale du Storage Account<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.nicedata.fr\/index.php\/2022\/10\/03\/creation-des-ressources-de-stockage-azure-synapse-analytics-azure-blob-storage\/#Configuration_avancee\" >Configuration avanc\u00e9e<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.nicedata.fr\/index.php\/2022\/10\/03\/creation-des-ressources-de-stockage-azure-synapse-analytics-azure-blob-storage\/#Configuration_reseau\" >Configuration r\u00e9seau<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.nicedata.fr\/index.php\/2022\/10\/03\/creation-des-ressources-de-stockage-azure-synapse-analytics-azure-blob-storage\/#La_securite_des_donnees\" >La s\u00e9curit\u00e9 des donn\u00e9es<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.nicedata.fr\/index.php\/2022\/10\/03\/creation-des-ressources-de-stockage-azure-synapse-analytics-azure-blob-storage\/#Encryption_et_Tags\" >Encryption et Tags<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.nicedata.fr\/index.php\/2022\/10\/03\/creation-des-ressources-de-stockage-azure-synapse-analytics-azure-blob-storage\/#Revue_et_creation\" >Revue et cr\u00e9ation<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.nicedata.fr\/index.php\/2022\/10\/03\/creation-des-ressources-de-stockage-azure-synapse-analytics-azure-blob-storage\/#Point_de_situation\" >Point de situation<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Definition_du_Datalake\"><\/span>D\u00e9finition du Datalake<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>En soi, le Datalake n&rsquo;est rien d&rsquo;autre qu&rsquo;un espace de stockage de fichier. Celui-ci a cependant g\u00e9n\u00e9ralement des propri\u00e9t\u00e9s technologiques sp\u00e9cifiques permettant une capacit\u00e9 de stockage quasiment infinie, une rapidit\u00e9 de lecture\/\u00e9criture, des m\u00e9canismes de redondance des donn\u00e9es et bien d&rsquo;autres encore.<\/p>\n\n\n\n<p>On parle couramment d&rsquo;un ou du datalake cependant, un datalake est souvent divis\u00e9 en plusieurs zones. Le nommage n&rsquo;est pas important (techniquement parlant), mais la litt\u00e9rature parle souvent de zone Bronze\/Silver\/Golden et tout d\u00e9pendra de la nomenclature d\u00e9finie dans notre projet. Cette division peut \u00eatre \u00ab\u00a0logique\u00a0\u00bb ou \u00ab\u00a0stricte\u00a0\u00bb. Nous ne rentrerons pas de le d\u00e9tail dans cet article qui a vocation \u00e0 cr\u00e9er ce que nous avons d\u00e9fini dans notre projet.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Division_logique\"><\/span>Division logique<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Une division logique signifie d&rsquo;avoir toutes ces zones dans le m\u00eame compte de stockage dans des r\u00e9pertoires (ou container) diff\u00e9rents.<\/p>\n\n\n\n<p>Le choix d&rsquo;une division logique rend la gestion des ressources et la configuration de l&rsquo;ensemble de notre Datalake plus simple, car nous devrons g\u00e9rer qu&rsquo;une seule ressource. Cependant nos possibilit\u00e9s de configuration et de s\u00e9curit\u00e9s seront r\u00e9duites.<\/p>\n\n\n\n<p>Cette option reste cependant valide si le datalake n&rsquo;a pas vocation \u00e0 \u00eatre ouvert \u00e0 une population autre que l&rsquo;\u00e9quipe d\u00e9di\u00e9e \u00e0 sa cr\u00e9ation (pas de grandes contraintes de s\u00e9curit\u00e9s) ou que vous pr\u00e9voyez de g\u00e9rer la sauvegarde et la r\u00e9plication de l&rsquo;ensemble des zones de la m\u00eame fa\u00e7on (pas de contrainte de configuration).<\/p>\n\n\n\n<p>Elle est aussi souvent utilis\u00e9e pour le d\u00e9marrage du projet ( on ne sait pas encore comment seront d\u00e9coup\u00e9es nos zones) ainsi que pour des environnements de d\u00e9veloppement ou de tests.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Division_stricte\"><\/span>Division stricte<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Une division stricte signifie que chaque zone poss\u00e8de son propre compte de stockage.<\/p>\n\n\n\n<p>Cette option reste la plus utilis\u00e9e pour un environnement de production et consiste \u00e0 cr\u00e9er plusieurs comptes de stockage (un par zone) qui pourront ensuite \u00eatre configur\u00e9s individuellement.<\/p>\n\n\n\n<p>C&rsquo;est l&rsquo;option que nous allons choisir pour notre projet (m\u00eame si les diff\u00e9rences de configuration seront effectu\u00e9es plus tard). <\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Information\"><\/span>Information<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>La proc\u00e9dure d\u00e9finie dans cet article d\u00e9crit la cr\u00e9ation d&rsquo;un seul compte. Il suffit de rejouer la m\u00eame proc\u00e9dure en changeant les noms de nos ressources pour cr\u00e9er nos diff\u00e9rents stockages pour notre s\u00e9paration stricte. En l&rsquo;occurrence nous remplacerons : \u00ab\u00a0sanicedatalakedev\u00a0\u00bb par \u00ab\u00a0sanicedatalakebronze\u00a0\u00bb, sanicedatalakesilver\u00a0\u00bb et sanicedatalakegolden\u00a0\u00bb.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Creation_du_Datalake\"><\/span>Cr\u00e9ation du Datalake<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Dans le monde Azure, tout ce qui est stockage tourne autour d&rsquo;un compte de stockage ou \u00ab\u00a0Storage account\u00a0\u00bb. Ce sera donc notre premi\u00e8re \u00e9tape !<\/p>\n\n\n\n<p>Rendez-vous sur le portail Azure et une des m\u00e9thodes les plus efficaces reste de faire une recherche de notre \u00ab\u00a0Stora&#8230;\u00a0\u00bb  <\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-32.png?resize=512%2C214&#038;ssl=1\" alt=\"\" class=\"wp-image-190\" width=\"512\" height=\"214\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-32.png?resize=1024%2C427&amp;ssl=1 1024w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-32.png?resize=300%2C125&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-32.png?resize=768%2C320&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-32.png?w=1528&amp;ssl=1 1528w\" sizes=\"auto, (max-width: 512px) 100vw, 512px\" \/><\/figure>\n\n\n\n<p>Sinon il est toujours possible d&rsquo;utiliser le menu et de choisir \u00ab\u00a0All services\u00a0\u00bb pour avoir la liste de ce que propose Azure.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-33.png?resize=248%2C200&#038;ssl=1\" alt=\"\" class=\"wp-image-191\" width=\"248\" height=\"200\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-33.png?w=496&amp;ssl=1 496w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-33.png?resize=300%2C241&amp;ssl=1 300w\" sizes=\"auto, (max-width: 248px) 100vw, 248px\" \/><\/figure>\n\n\n\n<p>Le Storage account est propos\u00e9 dans la premi\u00e8re partie de cette page :<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-34.png?resize=650%2C234&#038;ssl=1\" alt=\"\" class=\"wp-image-192\" width=\"650\" height=\"234\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-34.png?resize=1024%2C369&amp;ssl=1 1024w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-34.png?resize=300%2C108&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-34.png?resize=768%2C277&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-34.png?resize=1536%2C553&amp;ssl=1 1536w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-34.png?resize=2048%2C738&amp;ssl=1 2048w\" sizes=\"auto, (max-width: 650px) 100vw, 650px\" \/><\/figure>\n\n\n\n<p>Nous arrivons donc sur la page de gestions des comptes de stockage ou nous pouvons maintenant en cr\u00e9er un nouveau :<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-35.png?resize=366%2C239&#038;ssl=1\" alt=\"\" class=\"wp-image-193\" width=\"366\" height=\"239\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-35.png?w=732&amp;ssl=1 732w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-35.png?resize=300%2C196&amp;ssl=1 300w\" sizes=\"auto, (max-width: 366px) 100vw, 366px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Configuration_du_projet\"><\/span>Configuration du projet<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>La configuration commence tr\u00e8s classiquement par les d\u00e9tails de plus haut niveau de notre projet avec la souscription Azure qui sera utilis\u00e9 et le ressource groupe utilis\u00e9. Pour la souscription, la question se pose tr\u00e8s rarement \u00e0 notre niveau et ce sera tr\u00e8s certainement la souscription \u00e0 laquelle vos administrateurs vous ont donn\u00e9 acc\u00e8s ou celle cr\u00e9\u00e9e pour l&rsquo;occasion. <\/p>\n\n\n\n<p>Au niveau du ressource group, il y a plusieurs strat\u00e9gies. Celle que nous utiliserons ici et globalement dans l&rsquo;ensemble de cette s\u00e9rie d&rsquo;articles est de cr\u00e9er un \u00ab\u00a0rg\u00a0\u00bb (Ressource Group), pour toutes les ressources utilis\u00e9es dans un environnement pour un projet. La gestion des rg est un sujet \u00e0 part enti\u00e8re qui n&rsquo;est pas trait\u00e9 ici, mais il faut comprendre que cela regroupe des ressources diff\u00e9rentes et que cela rend la visibilit\u00e9\/gestion de ressources li\u00e9es plus simple. On peut voir le co\u00fbt Azure par rg, on peut supprimer en une commande toutes les ressources d&rsquo;un rg, &#8230;<\/p>\n\n\n\n<p>La traduction dans notre cas est la suivante :<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>1 rg pour notre Datalake de DEV<\/li><li>1 rg pour notre Datalake de PROD<\/li><li>1 rg pour des ressources \u00ab\u00a0cross projets\u00a0\u00bb<\/li><\/ul>\n\n\n\n<p>Pour notre sc\u00e9nario, si vous avez suivi dans l&rsquo;ordre, nous utilisons le rg cr\u00e9\u00e9 \u00e0 la cr\u00e9ation du workspace Synapse \u00ab\u00a0nicedatalake-dev\u00a0\u00bb. Sinon, l&rsquo;id\u00e9e est de mettre le datalake et le studio dans le m\u00eame rg.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/09\/Capture-de%CC%81cran-2022-09-18-a%CC%80-20.03.25.png?resize=748%2C218&#038;ssl=1\" alt=\"\" class=\"wp-image-335\" width=\"748\" height=\"218\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/09\/Capture-de%CC%81cran-2022-09-18-a%CC%80-20.03.25.png?w=748&amp;ssl=1 748w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/09\/Capture-de%CC%81cran-2022-09-18-a%CC%80-20.03.25.png?resize=300%2C87&amp;ssl=1 300w\" sizes=\"auto, (max-width: 748px) 100vw, 748px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"La_configuration_generale_du_Storage_Account\"><\/span>La configuration g\u00e9n\u00e9rale du Storage Account<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Sur la m\u00eame page, juste en dessous, nous trouvons la configuration des \u00ab\u00a0d\u00e9tails de l&rsquo;instance\u00a0\u00bb qui est la premi\u00e8re \u00e9tape de notre cr\u00e9ation.<\/p>\n\n\n\n<p>Apr\u00e8s la configuration de notre compte de stockage et sa localisation (que nous choisirons la plus proche de nous), nous allons aborder le premier sujet important des comptes de stockage.<\/p>\n\n\n\n<p>Voici ce qui est propos\u00e9 par d\u00e9faut (que l&rsquo;on a tendance \u00e0 garder lorsque l&rsquo;on est novice) :<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/09\/image-22.png?resize=739%2C327&#038;ssl=1\" alt=\"\" class=\"wp-image-298\" width=\"739\" height=\"327\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/09\/image-22.png?w=739&amp;ssl=1 739w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/09\/image-22.png?resize=300%2C133&amp;ssl=1 300w\" sizes=\"auto, (max-width: 739px) 100vw, 739px\" \/><figcaption>Param\u00e8tres par d\u00e9faut<\/figcaption><\/figure>\n\n\n\n<ul class=\"wp-block-list\"><li>C\u00f4t\u00e9 \u00ab\u00a0Performance\u00a0\u00bb, pour un datalake, le Standard est probablement plus que suffisant. Lorsque l&rsquo;on travaille sur des batchs de gros fichiers, la latence n&rsquo;est g\u00e9n\u00e9ralement pas le souci majeur.<\/li><li>C\u00f4t\u00e9 \u00ab\u00a0Redundancy\u00a0\u00bb (redondance), il faut bien r\u00e9fl\u00e9chir \u00e0 notre cas d&rsquo;usage et l&rsquo;implication de chaque s\u00e9lection sur les co\u00fbts..<\/li><\/ul>\n\n\n\n<p>La s\u00e9lection par d\u00e9faut nous propose du \u00ab\u00a0GRS\u00a0\u00bb. Ceci implique que pour des raisons de \u00ab\u00a0sauvegarde et reprises d&rsquo;activit\u00e9\u00a0\u00bb, vos donn\u00e9es sont r\u00e9pliqu\u00e9es dans une zone g\u00e9ographique diff\u00e9rente. Ceci est \u00e9videmment tr\u00e8s int\u00e9ressant, car nous prot\u00e8ge de la perte ou de l&rsquo;indisponibilit\u00e9 du datacenter qui nous h\u00e9berge. cependant, cela implique deux co\u00fbts suppl\u00e9mentaires :<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Le stockage \u00e9tant \u00ab\u00a0dupliqu\u00e9\u00a0\u00bb, celui-ci est aussi factur\u00e9. Nous serons donc factur\u00e9s \u00e0 la fois pour notre stockage \u00ab\u00a0primaire\u00a0\u00bb et pour le secondaire.<\/li><li>La bande passante utilis\u00e9e pour la G\u00e9or\u00e9plication des donn\u00e9es.<\/li><\/ul>\n\n\n\n<p>Lorsque l&rsquo;on fait des tests, un peu de veille et que l&rsquo;on ne travaille pas sur de gros volume de donn\u00e9es, ces co\u00fbts peuvent \u00eatre tr\u00e8s faibles et pass\u00e9s inaper\u00e7us. Cependant, lorsque l&rsquo;on travaille avec du \u00ab\u00a0BigData\u00a0\u00bb, et que nos traitements utilisent beaucoup de stockage \u00ab\u00a0temporaire\u00a0\u00bb, alors, ces co\u00fbts peuvent devenir cons\u00e9quents. Il est alors important de s&rsquo;assure que cette redondance est bien n\u00e9cessaire et qu&rsquo;elle ne peut se faire \u00ab\u00a0autrement.\u00a0\u00bb<\/p>\n\n\n\n<p>De plus, la case \u00e0 coche en dessous permet d&rsquo;avoir des acc\u00e8s point sur la zone de stockage secondaire. Ceci permet de rester accessible en cas d&rsquo;indisponibilit\u00e9 de la zone principale, car nous serons en mesure de directement lire nos donn\u00e9es sur la 2nd zone sans avoir \u00e0 \u00ab\u00a0restaurer\u00a0\u00bb nos donn\u00e9es en premier. Mais cette r\u00e9silience a aussi un co\u00fbt.<\/p>\n\n\n\n<p>Pour en savoir plus, la <a href=\"https:\/\/docs.microsoft.com\/fr-fr\/azure\/storage\/common\/storage-redundancy\" target=\"_blank\" rel=\"noreferrer noopener\">Doc officielle est disponible ici<\/a>.<\/p>\n\n\n\n<p>Ma proposition pour notre datalake de d\u00e9veloppement est donc d&rsquo;utiliser du Standard \/ LRS :<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/09\/image-23.png?resize=553%2C224&#038;ssl=1\" alt=\"\" class=\"wp-image-299\" width=\"553\" height=\"224\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/09\/image-23.png?w=737&amp;ssl=1 737w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/09\/image-23.png?resize=300%2C121&amp;ssl=1 300w\" sizes=\"auto, (max-width: 553px) 100vw, 553px\" \/><figcaption>Configuration sp\u00e9cifique de la redondance en LRS<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Configuration_avancee\"><\/span>Configuration avanc\u00e9e<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>On continue la configuration avec l\u00e0 encore un besoin de modification d&rsquo;un param\u00e8tre par d\u00e9faut. <\/p>\n\n\n\n<p>Si plusieurs param\u00e8tres sont importants, notamment la partie s\u00e9curit\u00e9 ou \u00ab\u00a0Blob storage\u00a0\u00bb les configurations par d\u00e9faut sont acceptables pour de nombreux cas d&rsquo;usage, il nous est n\u00e9cessaire d&rsquo;activer la fonctionnalit\u00e9 \u00ab\u00a0Enable hierarchical namespace\u00a0\u00bb dans la section \u00ab\u00a0Data Lake Storage Gen2\u00a0\u00bb. C&rsquo;est principalement ce param\u00e8tre qui \u00ab\u00a0transforme\u00a0\u00bb note espace de stockage en datalake en permettant de cr\u00e9er une structure de dossiers pour \u00ab\u00a0organiser\u00a0\u00bb notre datalake.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"621\" height=\"1024\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-40.png?resize=621%2C1024&#038;ssl=1\" alt=\"\" class=\"wp-image-198\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-40.png?resize=621%2C1024&amp;ssl=1 621w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-40.png?resize=182%2C300&amp;ssl=1 182w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-40.png?resize=768%2C1265&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-40.png?w=772&amp;ssl=1 772w\" sizes=\"auto, (max-width: 621px) 100vw, 621px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Configuration_reseau\"><\/span>Configuration r\u00e9seau<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>A ce moment, nous allons pouvoir configurer la connectivit\u00e9 de notre compte de stockage. Il faut \u00e0 ce moment comprendre ce que repr\u00e9sente les deux notions que sont :<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Public access : globalement c&rsquo;est \u00ab\u00a0internet\u00a0\u00bb, l&rsquo;id\u00e9e principale c&rsquo;est que cet acc\u00e8s n&rsquo;est pas \u00ab\u00a0priv\u00e9\u00a0\u00bb et donc n&rsquo;utilise pas d&rsquo;acc\u00e8s sp\u00e9cifique comme un VPN par exemple. (Attention, il n&rsquo;est pas ici question d&rsquo;acc\u00e9der \u00e0 notre stockage sans authentification ou mot de passe, mais de pouvoir renseigner nos identifications depuis n&rsquo;importe quel r\u00e9seau m\u00eame non prot\u00e9g\u00e9 ou identifi\u00e9)<\/li><li>Private access : \u00e0 l&rsquo;inverse, dans ce type de communication, il n&rsquo;est pas possible d&rsquo;acc\u00e8s au compte de stockage sans \u00eatre pr\u00e9alablement dans un r\u00e9seau priv\u00e9 type VPN.<\/li><\/ul>\n\n\n\n<p>Il existe cependant un choix interm\u00e9diaire qui propose un bon compromis. Il s&rsquo;agit d&rsquo;autoriser les connexions publiques depuis un r\u00e9seau ou une IP sp\u00e9cifique. Tr\u00e8s facile \u00e0 configurer, l&rsquo;interface nous demande de renseigner un r\u00e9seau virtuel Azure existant (ou d&rsquo;en cr\u00e9er un pour l&rsquo;occasion), soit de cr\u00e9er une r\u00e8gle Firewall sur notre compte de stockage. En entreprise, il sera souvent n\u00e9cessaire de d\u00e9finir la plage d&rsquo;IP utilis\u00e9 et pour les connexions personnelles, notre IP publique sera n\u00e9cessaire. (L&rsquo;interface nous propose d&rsquo;ailleurs d&rsquo;ajouter simplement l&rsquo;adresse par laquelle nous sommes actuellement connect\u00e9s). Lorsque nous cr\u00e9ons une r\u00e8gle de restriction, il est cependant crucial de garder coch\u00e9e l&rsquo;exception qui permet aux ressources Azures de communiquer avec notre compte de stockage pour \u00e9viter de complexifier nos connectivit\u00e9s futures. <\/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=\"450\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-51.png?resize=1024%2C450&#038;ssl=1\" alt=\"\" class=\"wp-image-211\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-51.png?resize=1024%2C450&amp;ssl=1 1024w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-51.png?resize=300%2C132&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-51.png?resize=768%2C337&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-51.png?w=1444&amp;ssl=1 1444w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<p>Le choix de la connectivit\u00e9 sera fortement guid\u00e9 par les administrateurs r\u00e9seau et \u00ab\u00a0l&rsquo;\u00e9quipe\u00a0\u00bb s\u00e9curit\u00e9 qui auront d\u00e9j\u00e0 d\u00e9fini comment l&rsquo;on doit se connecter sur Azure lors du choix du provider cloud.<\/p>\n\n\n\n<p>Ce qu&rsquo;il faut retenir c&rsquo;est que c&rsquo;est \u00e0 notre \u00e9quipe r\u00e9seau \/ s\u00e9curit\u00e9 de nous dire comment configurer cette partie.<\/p>\n\n\n\n<p>Cette configuration pourra se changer plus tard et il est plut\u00f4t recommand\u00e9 de ne pas utiliser l&rsquo;option d&rsquo;autorisation depuis \u00ab\u00a0tout\u00a0\u00bb les r\u00e9seaux publics (dans le cadre de notre POC, pour \u00eatre certains de pas rencontrer de probl\u00e8mes de connectivit\u00e9s qui doivent \u00eatre r\u00e9gl\u00e9s avec une \u00e9quipe r\u00e9seau, nous allons malgr\u00e9 tout pouvoir utiliser cette option qui sera donc \u00e0 modifier plus tard pour rentre notre plateforme plus s\u00e9curis\u00e9e).<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-41.png?resize=575%2C613&#038;ssl=1\" alt=\"\" class=\"wp-image-199\" width=\"575\" height=\"613\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-41.png?w=766&amp;ssl=1 766w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-41.png?resize=281%2C300&amp;ssl=1 281w\" sizes=\"auto, (max-width: 575px) 100vw, 575px\" \/><\/figure>\n\n\n\n<p>Nous pouvons maintenant passer \u00e0 l&rsquo;\u00e9tape suivante qui reste dans le th\u00e8me de la s\u00e9curit\u00e9.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"La_securite_des_donnees\"><\/span>La s\u00e9curit\u00e9 des donn\u00e9es<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Apr\u00e8s la s\u00e9curit\u00e9 de niveau r\u00e9seau, Azure nous nous propose de nous int\u00e9resser \u00e0 la protection de donn\u00e9es.<\/p>\n\n\n\n<p>A ce niveau ce qui nous int\u00e9resse concerne la suppression de fichier ou leur modification. Que ce soit manuellement ou via des scripts, nous allons n\u00e9cessairement agir sur nos fichiers. Nous ne sommes donc pas \u00e0 l&rsquo;abri de faire une mauvaise manipulation de supprimer ou modifier le mauvais fichier. Beaucoup d&rsquo;autres cas pourraient entrer en jeux comme de la corruption de fichier, mais l\u00e0 n&rsquo;est pas la question. Pour \u00ab\u00a0s\u00e9curiser nos donn\u00e9es\u00a0\u00bb, Azure nous propose le \u00ab\u00a0Soft delete\u00a0\u00bb.<\/p>\n\n\n\n<p>Le soft delete peux \u00eatre vue comme une corbeille intelligente qui fonctionne aussi avec la modification.<\/p>\n\n\n\n<p>Le processus est simple, lorsque l&rsquo;on supprime un fichier, celui-ci est juste \u00ab\u00a0marqu\u00e9\u00a0\u00bb comme supprim\u00e9 et \u00ab\u00a0cach\u00e9\u00a0\u00bb par d\u00e9faut. Sur le m\u00eame principe lors de la modification d&rsquo;un fichier, notre corbeille intelligente va en faite cr\u00e9er un nouveau fichier avec les modifications et marquer l&rsquo;ancien fichier comme supprim\u00e9 et le cacher.<\/p>\n\n\n\n<p>Coupl\u00e9e \u00e0 ce principe, afin de ne pas faire gonfler notre stockage \u00e0 vie, une p\u00e9riode de r\u00e9tention est attach\u00e9e apr\u00e8s laquelle notre fichier masqu\u00e9 sera d\u00e9finitivement supprim\u00e9. <\/p>\n\n\n\n<p>Ce principe de soft delete peux s&rsquo;applique au niveau blobs (fichier), container ou file shares et les valeurs de r\u00e9tentions par d\u00e9faut sont la limite basse de 7 jours :<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-42.png?resize=645%2C1024&#038;ssl=1\" alt=\"\" class=\"wp-image-200\" width=\"645\" height=\"1024\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-42.png?resize=645%2C1024&amp;ssl=1 645w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-42.png?resize=189%2C300&amp;ssl=1 189w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-42.png?resize=768%2C1219&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-42.png?w=801&amp;ssl=1 801w\" sizes=\"auto, (max-width: 645px) 100vw, 645px\" \/><\/figure>\n\n\n\n<p>Dans le cadre de notre datalake, nous allons :<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Etre amen\u00e9 \u00e0 \u00e9norm\u00e9ment modifier certains de nos fichiers des couches hautes : \u00e0 chaque alimentation nous allons modifier les fichiers de notre \u00ab\u00a0datawarehouse\u00a0\u00bb;<\/li><li>Cr\u00e9er des fichiers de travail temporaire pour nos traitements;<\/li><li>Mais globalement nous n&rsquo;avons pas d&rsquo;utilisateurs risquant de modifier ou supprim\u00e9 nos donn\u00e9es critiques (les raw data) car uniquement accessibles depuis via des scripts et non expos\u00e9 au \u00ab\u00a0public\u00a0\u00bb.<\/li><\/ul>\n\n\n\n<p>Pour nos deux premiers points, nous allons multiplier les fichiers \u00ab\u00a0cach\u00e9\u00a0\u00bb. Si techniquement, cela n&rsquo;a que tr\u00e8s peu d&rsquo;impact, ce sont nos finances qui vont en p\u00e2tir, car un fichier m\u00eame cach\u00e9 est un fichier factur\u00e9 !<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Association Soft delete et GRS <\/h4>\n\n\n\n<p>L&rsquo;association des fonctionnalit\u00e9s de Soft delete et la g\u00e9oredondance apporte une s\u00e9curit\u00e9 accrue permettant de traiter \u00e0 la fois les questions de sauvegarde et de r\u00e9silience. Cependant il faut noter que si les fichiers cach\u00e9s sont factur\u00e9s, ils seront aussi r\u00e9pliqu\u00e9s et les co\u00fbts peuvent commencer \u00e0 s&rsquo;envoler.<\/p>\n\n\n\n<p>C&rsquo;est le prix de la s\u00e9curit\u00e9, mais il est primordial de prendre cela en consid\u00e9ration lors de la cr\u00e9ation de notre datalake.<\/p>\n\n\n\n<p>Dans le cas de notre plateforme de d\u00e9veloppement, nous allons r\u00e9duire les co\u00fbts au maximum et ne pas activer les options de s\u00e9curit\u00e9 de la donn\u00e9e :<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-43.png?resize=481%2C768&#038;ssl=1\" alt=\"\" class=\"wp-image-201\" width=\"481\" height=\"768\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-43.png?resize=641%2C1024&amp;ssl=1 641w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-43.png?resize=188%2C300&amp;ssl=1 188w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-43.png?resize=768%2C1228&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-43.png?w=795&amp;ssl=1 795w\" sizes=\"auto, (max-width: 481px) 100vw, 481px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Encryption_et_Tags\"><\/span>Encryption et Tags<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Pour la partie encryption, c&rsquo;est encore une fois l&rsquo;\u00e9quipe s\u00e9curit\u00e9 qui devra nous r\u00e9pondre sinon les options par d\u00e9faut feront l&rsquo;affaire.<\/p>\n\n\n\n<p>Concernant les tags, c&rsquo;est un moyen de donner du sens \u00e0 nos ressources. Ces tags n&rsquo;ont aucune utilit\u00e9 technique, mais nous permette simplement d&rsquo;identifier les usages d&rsquo;une ressource. Dans certaines entreprises des tags peuvent \u00eatre mis par \u00e9quipe pour identifier quelle \u00e9quipe est propri\u00e9taire de la ressource.<\/p>\n\n\n\n<p>Dans notre cas, nous allons simplement identifier \u00ab\u00a0l&rsquo;application\u00a0\u00bb et l&rsquo;environnement de nos ressources :<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-44.png?resize=581%2C344&#038;ssl=1\" alt=\"\" class=\"wp-image-202\" width=\"581\" height=\"344\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-44.png?w=774&amp;ssl=1 774w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-44.png?resize=300%2C178&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-44.png?resize=768%2C455&amp;ssl=1 768w\" sizes=\"auto, (max-width: 581px) 100vw, 581px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Revue_et_creation\"><\/span>Revue et cr\u00e9ation<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Nous arrivons \u00e0 la fin de notre configuration. Et nous pouvons voir le r\u00e9sum\u00e9 de celle-ci avant de lancer sa cr\u00e9ation :<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/09\/Capture-de%CC%81cran-2022-09-18-a%CC%80-20.21.52.png?resize=509%2C519&#038;ssl=1\" alt=\"\" class=\"wp-image-339\" width=\"509\" height=\"519\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/09\/Capture-de%CC%81cran-2022-09-18-a%CC%80-20.21.52.png?w=678&amp;ssl=1 678w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/09\/Capture-de%CC%81cran-2022-09-18-a%CC%80-20.21.52.png?resize=294%2C300&amp;ssl=1 294w\" sizes=\"auto, (max-width: 509px) 100vw, 509px\" \/><\/figure>\n\n\n\n<p>Si nous sommes ok, nous avons la possibilit\u00e9 de t\u00e9l\u00e9charger le template pour l&rsquo;automatisation ou de cr\u00e9er notre ressource. L&rsquo;objet de notre article n&rsquo;\u00e9tant pas l&rsquo;automatisation, nous allons maintenant cr\u00e9er notre ressource !<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-46.png?resize=143%2C70&#038;ssl=1\" alt=\"\" class=\"wp-image-204\" width=\"143\" height=\"70\"\/><\/figure>\n\n\n\n<p>Dans le cloud rien n&rsquo;est instantan\u00e9 (m\u00eame si c&rsquo;est plus rapide que si l&rsquo;on devait tout faire On-Premises) et donc nous sommes avertis que l&rsquo;ex\u00e9cution de notre d\u00e9ploiement a d\u00e9marr\u00e9 :<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-47.png?resize=349%2C104&#038;ssl=1\" alt=\"\" class=\"wp-image-205\" width=\"349\" height=\"104\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-47.png?w=697&amp;ssl=1 697w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-47.png?resize=300%2C90&amp;ssl=1 300w\" sizes=\"auto, (max-width: 349px) 100vw, 349px\" \/><\/figure>\n\n\n\n<p>Le lien nous permettra de suivre l&rsquo;ex\u00e9cution de celui-ci :<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/09\/image-48-edited-1.png?resize=361%2C241&#038;ssl=1\" alt=\"\" class=\"wp-image-343\" width=\"361\" height=\"241\"\/><\/figure>\n\n\n\n<p>Pour normalement arriver \u00e0 la situation finale suivante :<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/09\/Capture-de%CC%81cran-2022-09-18-a%CC%80-20.23.21-edited.png?resize=307%2C230&#038;ssl=1\" alt=\"\" class=\"wp-image-342\" width=\"307\" height=\"230\"\/><\/figure>\n\n\n\n<p>Notre datalake est maintenant cr\u00e9\u00e9e et il devient accessible pour commencer \u00e0 ajouter des donn\u00e9es :<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"556\" height=\"333\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-52.png?resize=556%2C333&#038;ssl=1\" alt=\"\" class=\"wp-image-212\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-52.png?w=556&amp;ssl=1 556w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/image-52.png?resize=300%2C180&amp;ssl=1 300w\" sizes=\"auto, (max-width: 556px) 100vw, 556px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Point_de_situation\"><\/span>Point de situation<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Suivant le choix fait pour la cr\u00e9ation du datalake avec une s\u00e9paration logique ou stricte, nous devons avoir la configuration suivante.<\/p>\n\n\n\n<p>Pour une s\u00e9paration stricte :<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"819\" height=\"92\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/09\/Capture-de%CC%81cran-2022-09-18-a%CC%80-20.15.22.png?resize=819%2C92&#038;ssl=1\" alt=\"\" class=\"wp-image-337\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/09\/Capture-de%CC%81cran-2022-09-18-a%CC%80-20.15.22.png?w=819&amp;ssl=1 819w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/09\/Capture-de%CC%81cran-2022-09-18-a%CC%80-20.15.22.png?resize=300%2C34&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/09\/Capture-de%CC%81cran-2022-09-18-a%CC%80-20.15.22.png?resize=768%2C86&amp;ssl=1 768w\" sizes=\"auto, (max-width: 819px) 100vw, 819px\" \/><figcaption>Nos 3 comptes de stockage Bronze\/Silver\/Gold<\/figcaption><\/figure>\n\n\n\n<p>Pour une s\u00e9paration logique :<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"834\" height=\"31\" src=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/09\/Capture-de%CC%81cran-2022-09-18-a%CC%80-20.28.49.png?resize=834%2C31&#038;ssl=1\" alt=\"\" class=\"wp-image-344\" srcset=\"https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/09\/Capture-de%CC%81cran-2022-09-18-a%CC%80-20.28.49.png?w=834&amp;ssl=1 834w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/09\/Capture-de%CC%81cran-2022-09-18-a%CC%80-20.28.49.png?resize=300%2C11&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.nicedata.fr\/wp-content\/uploads\/2022\/09\/Capture-de%CC%81cran-2022-09-18-a%CC%80-20.28.49.png?resize=768%2C29&amp;ssl=1 768w\" sizes=\"auto, (max-width: 834px) 100vw, 834px\" \/><figcaption>Notre compte de stockage unique Datalake<\/figcaption><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Pour rappel, nous travaillons \u00e0 la mise en place d&rsquo;un datalake\/datalakehouse \u00ab\u00a0dans\u00a0\u00bb Azure Synapse Analytics. Ce sc\u00e9nario tourne autour de deux solutions que sont : Storage account \/ Data Lake Storage &#8211;&gt; le \u00ab\u00a0datalake\u00a0\u00bb Synapse workspace &#8211;&gt; L&rsquo;environnement de d\u00e9veloppement et d&rsquo;int\u00e9gration Cet article est centr\u00e9 autour de la cr\u00e9ation du stockage. D\u00e9finition du Datalake [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":185,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[76],"tags":[],"class_list":["post-184","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-synapsedatalake"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Cr\u00e9ation des ressources de stockage : Azure Synapse Analytics - Azure Blob Storage - NiceData<\/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:\/\/www.nicedata.fr\/index.php\/2022\/10\/03\/creation-des-ressources-de-stockage-azure-synapse-analytics-azure-blob-storage\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cr\u00e9ation des ressources de stockage : Azure Synapse Analytics - Azure Blob Storage - NiceData\" \/>\n<meta property=\"og:description\" content=\"Pour rappel, nous travaillons \u00e0 la mise en place d&rsquo;un datalake\/datalakehouse \u00ab\u00a0dans\u00a0\u00bb Azure Synapse Analytics. Ce sc\u00e9nario tourne autour de deux solutions que sont : Storage account \/ Data Lake Storage &#8211;&gt; le \u00ab\u00a0datalake\u00a0\u00bb Synapse workspace &#8211;&gt; L&rsquo;environnement de d\u00e9veloppement et d&rsquo;int\u00e9gration Cet article est centr\u00e9 autour de la cr\u00e9ation du stockage. D\u00e9finition du Datalake [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.nicedata.fr\/index.php\/2022\/10\/03\/creation-des-ressources-de-stockage-azure-synapse-analytics-azure-blob-storage\/\" \/>\n<meta property=\"og:site_name\" content=\"NiceData\" \/>\n<meta property=\"article:published_time\" content=\"2022-10-03T07:07:57+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-08-20T12:49:17+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.nicedata.fr\/wp-content\/uploads\/2022\/08\/SynapseBG.png\" \/>\n\t<meta property=\"og:image:width\" content=\"824\" \/>\n\t<meta property=\"og:image:height\" content=\"720\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Jean-Laurent Ferralis\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@JLFerralis\" \/>\n<meta name=\"twitter:site\" content=\"@JLFerralis\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Jean-Laurent Ferralis\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"16 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.nicedata.fr\/index.php\/2022\/10\/03\/creation-des-ressources-de-stockage-azure-synapse-analytics-azure-blob-storage\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.nicedata.fr\/index.php\/2022\/10\/03\/creation-des-ressources-de-stockage-azure-synapse-analytics-azure-blob-storage\/\"},\"author\":{\"name\":\"Jean-Laurent Ferralis\",\"@id\":\"https:\/\/www.nicedata.fr\/#\/schema\/person\/8d1ad38004d3b0cf6bff7c200c795e19\"},\"headline\":\"Cr\u00e9ation des ressources de stockage : Azure Synapse Analytics &#8211; 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