
{"id":10031,"date":"2021-02-04T11:12:27","date_gmt":"2021-02-04T16:12:27","guid":{"rendered":"https:\/\/consortechsite.wpengine.com\/?p=10031"},"modified":"2021-02-04T11:12:27","modified_gmt":"2021-02-04T16:12:27","slug":"integrer-des-donnees-cad-dans-un-sig-en-3-etapes-avec-fme","status":"publish","type":"post","link":"https:\/\/www.consortech.com\/fr\/integrer-des-donnees-cad-dans-un-sig-en-3-etapes-avec-fme\/","title":{"rendered":"Int\u00e9grer des donn\u00e9es CAD dans un SIG en 3 \u00e9tapes avec FME"},"content":{"rendered":"\t\t<div class=\"et_pb_section et_pb_with_background et_section_regular breadcrumbs_section\">\n\t\t\t<div class=\" et_pb_row breadcrumbs_row\">\n\t\t\t\t<div class=\"et_pb_column et_pb_column_4_4 breadcrumbs_column\">\n\t\t\t\t\t<div class=\"et_pb_code et_pb_module breadcrumbs_module\">\n\t\t\t\t\t\t<span><span><a href=\"https:\/\/www.consortech.com\/fr\/\">Accueil<\/a><\/span><\/span>\t\t\t\t\t<\/div> <!-- .et_pb_code -->\n\t\t\t\t<\/div> <!-- .et_pb_column -->\n\t\t\t<\/div> <!-- .et_pb_row -->\n\t\t<\/div>\n\t\t<p>[et_pb_section bb_built=\u00a0\u00bb1&Prime;][et_pb_row][et_pb_column type=\u00a0\u00bb4_4&Prime;][et_pb_text _builder_version=\u00a0\u00bb4.7.4&Prime; 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header_6_text_shadow_vertical_length_tablet=\u00a0\u00bb0px\u00a0\u00bb header_6_text_shadow_blur_strength=\u00a0\u00bbheader_6_text_shadow_style,%91object Object%93&Prime; header_6_text_shadow_blur_strength_tablet=\u00a0\u00bb1px\u00a0\u00bb box_shadow_horizontal_tablet=\u00a0\u00bb0px\u00a0\u00bb box_shadow_vertical_tablet=\u00a0\u00bb0px\u00a0\u00bb box_shadow_blur_tablet=\u00a0\u00bb40px\u00a0\u00bb box_shadow_spread_tablet=\u00a0\u00bb0px\u00a0\u00bb vertical_offset_tablet=\u00a0\u00bb0&Prime; horizontal_offset_tablet=\u00a0\u00bb0&Prime; z_index_tablet=\u00a0\u00bb0&Prime;]<\/p>\n<p>Comme pr\u00e9sent\u00e9 dans un r\u00e9cent <a target=\"_blank\" href=\"https:\/\/consortech.com\/fr\/avant-integrer-des-donnes-cad-dans-un-sig-mieux-vaut-les-comprendre\/\" rel=\"noopener noreferrer\">article de blogue<\/a>, la nature du travail des ing\u00e9nieurs et des g\u00e9omaticiens diff\u00e8re. Ces professionnels doivent donc utiliser des logiciels offrant des fonctionnalit\u00e9s diff\u00e9rentes et produisant des formats diff\u00e9rents. Heureusement, gr\u00e2ce aux outils ETL (<em>Extract<\/em>, <em>Transform<\/em> &amp; <em>Load<\/em>) que poss\u00e8de FME, il est possible de r\u00e9cup\u00e9rer l\u2019information contenue dans les plans CAD des ing\u00e9nieurs afin de les int\u00e9grer dans le SIG des g\u00e9omaticiens et vice versa. Voyons les principales \u00e9tapes \u00e0 r\u00e9aliser avec FME lors d\u2019un projet de type <em>CAD vers SIG<\/em>.<\/p>\n<h2><strong>1. Choisir son <em>Reader<\/em><\/strong><\/h2>\n<p>Une simple recherche avec le format DWG dans la liste des <em>Readers<\/em> FME donne acc\u00e8s \u00e0 une s\u00e9rie de choix diff\u00e9rents. Chacun des <em>Readers<\/em> suivants permet de lire des donn\u00e9es CAD en format DWG ou DXF, mais avec des objectifs et des param\u00e8tres distincts.<\/p>\n<p><a href=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/02\/image-1-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-9661 size-full\" src=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/02\/image-1-1.png\" alt=\"\" width=\"422\" height=\"146\" \/><\/a><br \/>\nEn plus de nous r\u00e9f\u00e9rer aux <a target=\"_blank\" href=\"https:\/\/community.safe.com\/s\/article\/autocad-dwg-which-format-should-i-use\" rel=\"noopener noreferrer\">explications d\u00e9taill\u00e9es<\/a> de Safe Software, nous nous appuyons sur notre exp\u00e9rience acquise lors de multiples projets r\u00e9alis\u00e9s pour des clients au fil des ann\u00e9es pour vous aider \u00e0 diff\u00e9rencier tous ces formats. L\u2019automatisation des processus CAD vers SIG est une comp\u00e9tence qui ne date pas d\u2019hier chez Consortech!<\/p>\n<h3><strong>AutoCAD Civil 3D<br \/>\n<\/strong><\/h3>\n<p>Ce format supporte des entit\u00e9s propres \u00e0 l\u2019application AutoCAD Civil 3D. Ce <em>Reader<\/em> peut \u00eatre utilis\u00e9 si un plan d\u2019\u00e9gouts ou aqueducs a d\u2019abord \u00e9t\u00e9 con\u00e7u en Civil 3D, m\u00eame s\u2019il a \u00e9t\u00e9 modifi\u00e9 dans AutoCAD par la suite. Si vous utilisez d\u2019autres <em>Readers<\/em> AutoCAD sur des fichiers en format Civil 3D, certaines g\u00e9om\u00e9tries propres \u00e0 l\u2019application n\u2019appara\u00eetront pas.<\/p>\n<h3><strong>AutoCAD DWG\/DXF<\/strong><\/h3>\n<p>C\u2019est le <em>Reader<\/em> de base et le plus commun. \u00c0 utiliser en premier pour tous les fichiers AutoCAD r\u00e9guliers. Il utilise les librairies de l\u2019<em>Open Design Alliance<\/em> pour lire et \u00e9crire les fichiers DWG.<\/p>\n<h3><strong>AutoCAD Map 3D Object Data<\/strong><\/h3>\n<p>Ce <em>Reader<\/em> supporte la gestion d\u2019information de type <em>Object Data<\/em> disponible dans AutoCAD Map 3D. Pour lire\/\u00e9crire des <em>Object Data<\/em>, il faut que le dessin ait \u00e9t\u00e9 con\u00e7u avec AutoCAD Map 3D ou qu\u2019il soit destin\u00e9 \u00e0 \u00eatre utilis\u00e9 dans cette application.<\/p>\n<h3><strong>AutoCAD RealDWG DWG\/DXF<\/strong><\/h3>\n<p>Ce <em>Reader<\/em> utilise la librairie <em>TrustedDWG<\/em> produite par Autodesk qui permet de choisir la version d\u2019AutoCAD (ann\u00e9e) qui sera utilis\u00e9e autant pour lire que pour \u00e9crire un fichier DWG. Ce format supporte plus efficacement les entit\u00e9s 3D comme les surfaces et les solides que le <em>Reader<\/em> DWG\/DXF de base. Cependant, il exige plus de capacit\u00e9s machine et fonctionnera uniquement en mode Windows 64-bit et sur les versions 2020 et suivantes de FME.<\/p>\n<h2><strong>2. Extraire l&rsquo;information souhait\u00e9e<\/strong><\/h2>\n<p>Bien que les dessins AutoCAD ne poss\u00e8dent pas directement d\u2019information attributaire comme dans un SIG, il est possible d\u2019en extraire beaucoup d\u2019informations pertinentes pour alimenter le SIG. <a href=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/01\/image-2.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-9663 size-medium\" src=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/02\/image-2-300x218-1.png\" alt=\"\" width=\"300\" height=\"218\" \/><\/a><\/p>\n<h3><strong>Extraire les g\u00e9om\u00e9tries<\/strong><\/h3>\n<p>Chacun des \u00e9l\u00e9ments g\u00e9om\u00e9triques arrivera comme sa propre entit\u00e9 (<em>Feature<\/em>) dans FME. Ainsi, chaque ligne, point, polygone pourra \u00eatre trait\u00e9 de la mani\u00e8re d\u00e9sir\u00e9e. Par exemple, une des g\u00e9om\u00e9tries courantes en AutoCAD dans le contexte de gestion de territoire est le <em>Block<\/em>. Celui-ci est en fait un symbole construit \u00e0 partir d\u2019une combinaison de lignes, points et polygones qui est regroup\u00e9 en un seul objet avec un point d\u2019insertion. L\u00e0 o\u00f9 en g\u00e9omatique un style serait appliqu\u00e9 sur une couche de points avec un symbole de borne-fontaine, dans le dessin AutoCAD cela sera repr\u00e9sent\u00e9 par des <em>Blocks<\/em> \u00e0 l\u2019image d\u2019une borne-fontaine pour agr\u00e9menter le visuel.<\/p>\n<p><a href=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/01\/image-3.png\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-9665 size-medium aligncenter\" src=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/02\/image-3-300x207-1.png\" alt=\"\" width=\"300\" height=\"207\" \/><\/a><\/p>\n<p>Pour la gestion des <em>Blocks<\/em> dans AutoCAD, deux options sont possibles :<\/p>\n<ul>\n<li>Conserver uniquement le point d\u2019insertion<\/li>\n<li>Conserver les g\u00e9om\u00e9tries qui composent le <em>Block<\/em><\/li>\n<\/ul>\n<p>Puisque les <em>Blocks<\/em> sont des groupements de lignes, polygones et points, ils peuvent \u00eatre explos\u00e9s avec FME, c\u2019est-\u00e0-dire qu\u2019on s\u00e9pare leurs \u00e9l\u00e9ments de base. Ainsi, le <em>Block<\/em> de borne-fontaine ci-haut ne sera plus un \u00e9l\u00e9ment group\u00e9 (image de gauche), mais plut\u00f4t un ensemble de cercles, de rectangles et de lignes individuelles (image de droite).<\/p>\n<p><a href=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/02\/image-4-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-9667 size-full aligncenter\" src=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/02\/image-4-1.png\" alt=\"\" width=\"535\" height=\"231\" \/><\/a><\/p>\n<p>Le param\u00e8tre \u00e0 v\u00e9rifier pour exploser les <em>Blocks<\/em> se trouve dans les options du Reader.<\/p>\n<p><a href=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/02\/image-5-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-9669 size-full aligncenter\" src=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/02\/image-5-1.png\" alt=\"\" width=\"484\" height=\"587\" \/><\/a><\/p>\n<p>Cependant, d\u00e9sactiver cette option n\u2019importera pas le <em>Block<\/em> en une entit\u00e9 comme dans l\u2019image plus haut. \u00c0 la place, un point d\u2019insertion remplacera la position du <em>Block<\/em>.<\/p>\n<p><a href=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/01\/image-6.png\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-9671 size-medium aligncenter\" src=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/02\/image-6-300x275-1.png\" alt=\"\" width=\"300\" height=\"275\" \/><\/a><\/p>\n<h3><strong>Extraire le style (couleur, largeur du trait, etc.)<\/strong><\/h3>\n<p>Une autre m\u00e9thode pour aller chercher de l\u2019information est d\u2019utiliser le style des entit\u00e9s AutoCAD telles que la couleur, largeur du trait, type de trait, etc. Dans certains cas, un style particulier est appliqu\u00e9 pour une m\u00eame cat\u00e9gorie d\u2019entit\u00e9s (ex.\u00a0: ligne bleue de largeur 3 pour repr\u00e9senter une conduite d\u2019aqueduc). Dans des cas de ce type, on peut automatiser le transfert de ces entit\u00e9s vers les couches appropri\u00e9es dans le SIG.<\/p>\n<p>Les informations concernant le style sont enregistr\u00e9es dans des attributs de type \u00ab\u00a0format\u00a0\u00bb qui peuvent se trouver dans les param\u00e8tres des <em>Feature<\/em> <em>Type<\/em>. Il suffit simplement de les cocher pour les exposer dans le <em>Workspace<\/em> FME et ainsi les rendre utilisables par des <em>Transformers<\/em> subs\u00e9quents.<\/p>\n<p><a href=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/02\/image-7-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-9673 aligncenter\" src=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/02\/image-7-1.png\" alt=\"\" width=\"361\" height=\"338\" \/><\/a><\/p>\n<h3><strong>Extraire l&rsquo;information de type <em>Object Data<\/em> (si disponible)<\/strong><\/h3>\n<p>Si un dessin CAD a \u00e9t\u00e9 produit dans AutoCAD Map 3D, il y a de fortes chances que certains objets contiennent des <em>Object Data<\/em>, c\u2019est-\u00e0-dire des informations qui vont essentiellement se retrouver sous forme d\u2019attributs directement dans le FME <em>Workbench<\/em>. Pour plus d\u2019informations concernant le param\u00e9trage de ce <em>Reader<\/em>, vous pouvez consulter cet <a target=\"_blank\" href=\"https:\/\/community.safe.com\/s\/article\/reading-autocad-map-3d-object-data\" rel=\"noopener noreferrer\">article<\/a> produit par Safe Software.<\/p>\n<h3><strong>Extraire les annotations de proximit\u00e9<\/strong><\/h3>\n<p>Puisque g\u00e9n\u00e9ralement les entit\u00e9s AutoCAD n\u2019ont pas d\u2019information attributaire (\u00e0 moins d\u2019avoir des <em>Object Data<\/em>), l\u2019information concernant une entit\u00e9 particuli\u00e8re se retrouve souvent sous forme d\u2019annotation ou de texte \u00e0 proximit\u00e9. En utilisant les <em>Transformers<\/em> de jointure spatiale de FME tels que le <em>Neighborfinder<\/em> ou le <em>SpatialRelator<\/em>, il est possible d\u2019aller chercher l\u2019information des annotations \u00e0 proximit\u00e9 pour les attacher aux entit\u00e9s CAD.<\/p>\n<p><a href=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/02\/image-8-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-9675 aligncenter\" src=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/02\/image-8-1.png\" alt=\"\" width=\"597\" height=\"265\" \/><\/a><\/p>\n<h2><strong>3. Transf\u00e9rer l&rsquo;information vers le SIG<\/strong><\/h2>\n<p>Une fois que les donn\u00e9es CAD ont \u00e9t\u00e9 lues et interpr\u00e9t\u00e9es correctement \u00e0 l\u2019int\u00e9rieur de FME, le transfert vers le SIG peut alors \u00eatre planifi\u00e9. L\u2019\u00e9criture de la donn\u00e9e CAD vers le SIG se r\u00e9alise en deux \u00e9tapes\u00a0:<\/p>\n<h3><strong>a. Associer les informations extraites en tant qu\u2019attributs \u00e0 la donn\u00e9e SIG<\/strong><\/h3>\n<p>Une fois que les informations de style <em>Object Data<\/em> ou d\u2019annotations ont \u00e9t\u00e9 extraites du fichier CAD \u00e0 l\u2019int\u00e9rieur de FME, il ne reste plus qu\u2019\u00e0 les assigner aux attributs pr\u00e9sents dans votre structuration de SIG. Les <em>Transformers<\/em> <em>AttributeManager<\/em> et <em>AttributeCreator<\/em> seront probablement vos meilleurs alli\u00e9s dans cet exercice.<\/p>\n<p><strong>b. Validation des g\u00e9om\u00e9tries<\/strong><\/p>\n<p>Voil\u00e0 un \u00e9l\u00e9ment important \u00e0 ne pas oublier : valider les g\u00e9om\u00e9tries! Puisqu\u2019AutoCAD permet beaucoup de libert\u00e9 dans la cr\u00e9ation des dessins, il est tr\u00e8s courant de retrouver plusieurs types de g\u00e9om\u00e9tries diff\u00e9rentes sur une m\u00eame couche. Et c\u2018est sans compter que la topologie n\u2019est g\u00e9n\u00e9ralement pas respect\u00e9e. Ces r\u00e9alit\u00e9s peuvent alors causer des probl\u00e8mes qui surviendront lors de la r\u00e9alisation d\u2019analyses g\u00e9omatiques ult\u00e9rieures. Dans d\u2019autres cas, on retrouve \u00e9galement des polygones mal ferm\u00e9s ou mal \u00ab\u00a0<em>snapp\u00e9s\u00a0\u00bb<\/em>.<\/p>\n<p>L\u2019utilisation de <em>Transformers<\/em> tels que <em>GeometryFilter<\/em> et\/ou <em>GeometryValidator<\/em> permet de v\u00e9rifier que des g\u00e9om\u00e9tries appropri\u00e9es et non corrompues seront transf\u00e9r\u00e9es vers le SIG. Si dans certains cas des donn\u00e9es sont exclues par l\u2019utilisation du <em>GeometryFilter<\/em> ou du <em>GeometryValidator<\/em>, il faut alors trouver une m\u00e9thode pour les corriger, dont la plus simple consiste \u00e0 effectuer une correction manuelle, soit dans le plan original ou directement dans le SIG apr\u00e8s le transfert. Ce dernier point illustre d\u2019ailleurs que la r\u00e8gle de Pareto peut s\u2019appliquer \u00e0 l\u2019automatisation des t\u00e2ches, c\u2019est-\u00e0-dire qu\u2019il est parfois pr\u00e9f\u00e9rable de r\u00e9aliser quelques t\u00e2ches manuelles afin d\u2019\u00e9viter de construire des processus trop complexes couvrant l\u2019ensemble des cas possibles.<\/p>\n<h2><strong>Prochaine \u00e9tape : Produire des CAD \u00e0 partir de votre SIG?<\/strong><\/h2>\n<p>Nous vous avons pr\u00e9sent\u00e9 les \u00e9tapes principales dans FME pour lire efficacement des donn\u00e9es CAD (fonction <em>Extract<\/em>), en extraire l\u2019intelligence (fonction <em>Transform<\/em>) et ensuite les int\u00e9grer \u00e0 l\u2019int\u00e9rieur d\u2019un SIG (fonction <em>Load<\/em>).<\/p>\n<p>Il est important de noter que toute cette s\u00e9quence peut \u00eatre automatis\u00e9e \u00e0 diff\u00e9rents degr\u00e9s, mais n\u2019oubliez pas ce bon vieux Pareto pour maximiser votre gain de productivit\u00e9 tout en en minimisant vos efforts et investissements!\u00a0<\/p>\n<p>Et une fois que vous aurez r\u00e9alis\u00e9 ce projet, vous souhaiterez probablement ne pas vous arr\u00eater en si bon chemin pour automatiser le chemin inverse\u00a0: produire des donn\u00e9es CAD \u00e0 partir de votre SIG.<\/p>\n<p>\u00a0<\/p>\n<p>[\/et_pb_text][et_pb_cta _builder_version=\u00a0\u00bb4.7.4&Prime; button_text=\u00a0\u00bbFaites nous signe!\u00a0\u00bb button_url=\u00a0\u00bbhttps:\/\/consortech.com\/fr\/contact\/\u00a0\u00bb background_color=\u00a0\u00bb#1e3166&Prime; use_background_color=\u00a0\u00bbon\u00a0\u00bb background_layout=\u00a0\u00bbdark\u00a0\u00bb body_font=\u00a0\u00bb|600|||||||\u00a0\u00bb body_font_size=\u00a0\u00bb22&Prime; custom_padding=\u00a0\u00bb||20px|\u00a0\u00bb text_shadow_horizontal_length=\u00a0\u00bbtext_shadow_style,%91object Object%93&Prime; text_shadow_horizontal_length_tablet=\u00a0\u00bb0px\u00a0\u00bb 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