{"id":10320,"date":"2021-03-09T08:08:14","date_gmt":"2021-03-09T13:08:14","guid":{"rendered":"https:\/\/consortechsite.wpengine.com\/?p=10320"},"modified":"2021-03-09T10:32:18","modified_gmt":"2021-03-09T15:32:18","slug":"optimisation-des-workspaces-fme-4-etapes-faciles-pour-en-finir-avec-le-fouillis-dans-vos-attributs","status":"publish","type":"post","link":"https:\/\/www.consortech.com\/fr\/optimisation-des-workspaces-fme-4-etapes-faciles-pour-en-finir-avec-le-fouillis-dans-vos-attributs\/","title":{"rendered":"Optimisation des Workspaces FME : 4 \u00e9tapes faciles pour en finir avec le fouillis dans vos attributs"},"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; inner_width=\u00a0\u00bbauto\u00a0\u00bb inner_max_width=\u00a0\u00bb1080px\u00a0\u00bb][et_pb_row background_position=\u00a0\u00bbtop_left\u00a0\u00bb background_repeat=\u00a0\u00bbrepeat\u00a0\u00bb background_size=\u00a0\u00bbinitial\u00a0\u00bb width=\u00a0\u00bb80%\u00a0\u00bb max_width=\u00a0\u00bb1080px\u00a0\u00bb][et_pb_column type=\u00a0\u00bb4_4&Prime; custom_padding__hover=\u00a0\u00bb|||\u00a0\u00bb custom_padding=\u00a0\u00bb|||\u00a0\u00bb][et_pb_text _builder_version=\u00a0\u00bb4.8.1&Prime; text_text_shadow_horizontal_length=\u00a0\u00bbtext_text_shadow_style,%91object Object%93&Prime; text_text_shadow_horizontal_length_tablet=\u00a0\u00bb0px\u00a0\u00bb text_text_shadow_vertical_length=\u00a0\u00bbtext_text_shadow_style,%91object Object%93&Prime; text_text_shadow_vertical_length_tablet=\u00a0\u00bb0px\u00a0\u00bb text_text_shadow_blur_strength=\u00a0\u00bbtext_text_shadow_style,%91object Object%93&Prime; text_text_shadow_blur_strength_tablet=\u00a0\u00bb1px\u00a0\u00bb link_text_shadow_horizontal_length=\u00a0\u00bblink_text_shadow_style,%91object Object%93&Prime; link_text_shadow_horizontal_length_tablet=\u00a0\u00bb0px\u00a0\u00bb link_text_shadow_vertical_length=\u00a0\u00bblink_text_shadow_style,%91object Object%93&Prime; link_text_shadow_vertical_length_tablet=\u00a0\u00bb0px\u00a0\u00bb link_text_shadow_blur_strength=\u00a0\u00bblink_text_shadow_style,%91object Object%93&Prime; link_text_shadow_blur_strength_tablet=\u00a0\u00bb1px\u00a0\u00bb ul_text_shadow_horizontal_length=\u00a0\u00bbul_text_shadow_style,%91object Object%93&Prime; ul_text_shadow_horizontal_length_tablet=\u00a0\u00bb0px\u00a0\u00bb ul_text_shadow_vertical_length=\u00a0\u00bbul_text_shadow_style,%91object Object%93&Prime; ul_text_shadow_vertical_length_tablet=\u00a0\u00bb0px\u00a0\u00bb ul_text_shadow_blur_strength=\u00a0\u00bbul_text_shadow_style,%91object Object%93&Prime; ul_text_shadow_blur_strength_tablet=\u00a0\u00bb1px\u00a0\u00bb ol_text_shadow_horizontal_length=\u00a0\u00bbol_text_shadow_style,%91object Object%93&Prime; ol_text_shadow_horizontal_length_tablet=\u00a0\u00bb0px\u00a0\u00bb ol_text_shadow_vertical_length=\u00a0\u00bbol_text_shadow_style,%91object Object%93&Prime; 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header_text_shadow_blur_strength_tablet=\u00a0\u00bb1px\u00a0\u00bb header_2_text_shadow_horizontal_length=\u00a0\u00bbheader_2_text_shadow_style,%91object Object%93&Prime; header_2_text_shadow_horizontal_length_tablet=\u00a0\u00bb0px\u00a0\u00bb header_2_text_shadow_vertical_length=\u00a0\u00bbheader_2_text_shadow_style,%91object Object%93&Prime; header_2_text_shadow_vertical_length_tablet=\u00a0\u00bb0px\u00a0\u00bb header_2_text_shadow_blur_strength=\u00a0\u00bbheader_2_text_shadow_style,%91object Object%93&Prime; header_2_text_shadow_blur_strength_tablet=\u00a0\u00bb1px\u00a0\u00bb header_3_text_shadow_horizontal_length=\u00a0\u00bbheader_3_text_shadow_style,%91object Object%93&Prime; header_3_text_shadow_horizontal_length_tablet=\u00a0\u00bb0px\u00a0\u00bb header_3_text_shadow_vertical_length=\u00a0\u00bbheader_3_text_shadow_style,%91object Object%93&Prime; header_3_text_shadow_vertical_length_tablet=\u00a0\u00bb0px\u00a0\u00bb header_3_text_shadow_blur_strength=\u00a0\u00bbheader_3_text_shadow_style,%91object Object%93&Prime; header_3_text_shadow_blur_strength_tablet=\u00a0\u00bb1px\u00a0\u00bb header_4_text_shadow_horizontal_length=\u00a0\u00bbheader_4_text_shadow_style,%91object Object%93&Prime; header_4_text_shadow_horizontal_length_tablet=\u00a0\u00bb0px\u00a0\u00bb header_4_text_shadow_vertical_length=\u00a0\u00bbheader_4_text_shadow_style,%91object Object%93&Prime; header_4_text_shadow_vertical_length_tablet=\u00a0\u00bb0px\u00a0\u00bb header_4_text_shadow_blur_strength=\u00a0\u00bbheader_4_text_shadow_style,%91object Object%93&Prime; header_4_text_shadow_blur_strength_tablet=\u00a0\u00bb1px\u00a0\u00bb header_5_text_shadow_horizontal_length=\u00a0\u00bbheader_5_text_shadow_style,%91object Object%93&Prime; header_5_text_shadow_horizontal_length_tablet=\u00a0\u00bb0px\u00a0\u00bb header_5_text_shadow_vertical_length=\u00a0\u00bbheader_5_text_shadow_style,%91object Object%93&Prime; header_5_text_shadow_vertical_length_tablet=\u00a0\u00bb0px\u00a0\u00bb header_5_text_shadow_blur_strength=\u00a0\u00bbheader_5_text_shadow_style,%91object Object%93&Prime; header_5_text_shadow_blur_strength_tablet=\u00a0\u00bb1px\u00a0\u00bb header_6_text_shadow_horizontal_length=\u00a0\u00bbheader_6_text_shadow_style,%91object Object%93&Prime; header_6_text_shadow_horizontal_length_tablet=\u00a0\u00bb0px\u00a0\u00bb header_6_text_shadow_vertical_length=\u00a0\u00bbheader_6_text_shadow_style,%91object Object%93&Prime; 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>L\u2019un des plus grands obstacles \u00e0 l\u2019efficacit\u00e9 des <em>Workspaces<\/em> est aussi un probl\u00e8me de la vraie vie : le fouillis! Personne n\u2019aime \u00e7a, et s\u2019en d\u00e9barrasser peut \u00eatre p\u00e9nible.<\/p>\n<p>L\u2019accumulation d\u2019attributs inutiles est l\u2019une des causes principales de d\u00e9sordre dans FME. Ces attributs peuvent \u00eatre l\u00e0 depuis le d\u00e9but, ou \u00eatre cr\u00e9\u00e9s par des <em>Transformers<\/em> au fil de l\u2019\u00e9volution de votre <em>Workspace<\/em>. Pour gagner en efficacit\u00e9, d\u00e9barrassez-vous-en le plus t\u00f4t possible; apr\u00e8s tout, plus il y a d\u2019attributs, plus le traitement prendra du temps, et plus vous risquez de faire des erreurs de d\u00e9veloppement. <strong>Les quatre \u00e9tapes suivantes vous aideront \u00e0 d\u00e9sencombrer vos attributs et \u00e0 am\u00e9liorer l\u2019efficacit\u00e9 de vos <em>Workspaces<\/em>.<\/strong><\/p>\n<h2><strong>1. Ciblez les attributs dont vous avez vraiment besoin<\/strong><\/h2>\n<p>La premi\u00e8re \u00e9tape pour r\u00e9duire le fouillis dans vos attributs est de cibler ceux dont vous avez vraiment besoin pour travailler. Prenez vos donn\u00e9es de destination cible et revenez sur vos pas en vous posant les questions suivantes :<\/p>\n<ul>\n<li>Quels attributs ai-je besoin de conserver pour mes donn\u00e9es cibles?<\/li>\n<li>Ai-je besoin de cr\u00e9er ou de calculer de nouveaux attributs?<\/li>\n<li>Si oui, de quels attributs ai-je besoin pour ce faire?<\/li>\n<\/ul>\n<p>Lorsque vous aurez une id\u00e9e de ce dont vous avez besoin, ce sera plus facile de vous d\u00e9barrasser du reste. N\u2019ayez crainte : c\u2019est toujours possible de r\u00e9cup\u00e9rer les attributs si vous vous rendez compte que vous en avez besoin plus tard en cours de d\u00e9veloppement.<\/p>\n<h2><strong>2. N\u2019exposez que les attributs qui vous sont utiles<\/strong><\/h2>\n<p>Lorsque vous configurez votre <em>Reader<\/em>, assurez-vous de ne lire et de n\u2019exposer que les attributs dont vous avez besoin. Dans <em>Feature Type<\/em>, vous pouvez d\u00e9cocher les attributs inutiles pour qu\u2019ils ne soient pas int\u00e9gr\u00e9s au <em>Workspace<\/em>.<\/p>\n<p><a href=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/03\/picture1clutter.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-10321 size-full\" src=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/03\/picture1clutter.png\" alt=\"\" width=\"500\" height=\"416\" srcset=\"https:\/\/www.consortech.com\/wp-content\/uploads\/2021\/03\/picture1clutter.png 500w, https:\/\/www.consortech.com\/wp-content\/uploads\/2021\/03\/picture1clutter-300x250.png 300w, https:\/\/www.consortech.com\/wp-content\/uploads\/2021\/03\/picture1clutter-400x333.png 400w, https:\/\/www.consortech.com\/wp-content\/uploads\/2021\/03\/picture1clutter-480x399.png 480w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/a><\/p>\n<h2><strong>3. Emp\u00eachez l\u2019apparition du fouillis avec deux <em>Transformers<\/em> cl\u00e9s<\/strong><\/h2>\n<p>Il y a deux principaux <em>Transformers<\/em> qui sont utiles pour vous d\u00e9barrasser d\u2019attributs dans votre <em>Workspace<\/em> : <em>AttributeKeeper<\/em> et <em>AttributeRemover<\/em>. Ce sont des contraires, c\u2019est-\u00e0-dire qu\u2019<em>AttributeKeeper<\/em> vous permet de s\u00e9lectionner les attributs \u00e0 garder, et <em>AttributeRemover<\/em>, ceux \u00e0 \u00e9liminer. Vous pouvez vous en servir \u00e0 n\u2019importe quel moment dans votre <em>Workspace<\/em> pour faire le m\u00e9nage. En plus, si vous devez \u00e9liminer plusieurs attributs ayant une expression commune (par exemple, tous les <em>Transformers<\/em> qui commencent par \u00ab PR_ \u00bb), vous pouvez utiliser <em>BulkAttributeRemover<\/em>.<\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/03\/picture2clutter.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-10323\" src=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/03\/picture2clutter.png\" alt=\"\" width=\"580\" height=\"267\" srcset=\"https:\/\/www.consortech.com\/wp-content\/uploads\/2021\/03\/picture2clutter.png 580w, https:\/\/www.consortech.com\/wp-content\/uploads\/2021\/03\/picture2clutter-300x138.png 300w, https:\/\/www.consortech.com\/wp-content\/uploads\/2021\/03\/picture2clutter-400x184.png 400w, https:\/\/www.consortech.com\/wp-content\/uploads\/2021\/03\/picture2clutter-480x221.png 480w\" sizes=\"(max-width: 580px) 100vw, 580px\" \/><\/a><\/p>\n<h2><strong>4. Prenez le contr\u00f4le de vos Transformers<\/strong><\/h2>\n<p>Certains <em>Transformers<\/em> ont la r\u00e9putation de g\u00e9n\u00e9rer beaucoup d\u2019attributs (et de listes d\u2019attributs) dont vous n\u2019avez peut-\u00eatre pas besoin. Faites attention \u00e0 ceux qui joignent des ensembles de donn\u00e9es, comme <em>FeatureMerger<\/em>, <em>SpatialRelator<\/em> et <em>Aggregator<\/em>. Occupez-vous des attributs g\u00e9n\u00e9r\u00e9s par ces <em>Transformers<\/em> en configurant les param\u00e8tres, puis en faisant le m\u00e9nage des attributs avec <em>AttributeKeeper<\/em> ou <em>AttributeRemover<\/em>. La plupart de ces <em>Transformers<\/em> contiennent le param\u00e8tre <em>Attribute Accumulation<\/em> et ses deux sous-sections : <em>Merge Attributes<\/em> et <em>Generate List<\/em>. Vous pouvez utiliser les deux, seulement une ou aucune.<\/p>\n<h3><em><strong>Merge Attributes<\/strong><\/em><\/h3>\n<p><a href=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/03\/picture3clutter.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-10325 size-full\" src=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/03\/picture3clutter.png\" alt=\"\" width=\"554\" height=\"177\" srcset=\"https:\/\/www.consortech.com\/wp-content\/uploads\/2021\/03\/picture3clutter.png 554w, https:\/\/www.consortech.com\/wp-content\/uploads\/2021\/03\/picture3clutter-300x96.png 300w, https:\/\/www.consortech.com\/wp-content\/uploads\/2021\/03\/picture3clutter-400x128.png 400w, https:\/\/www.consortech.com\/wp-content\/uploads\/2021\/03\/picture3clutter-480x153.png 480w\" sizes=\"(max-width: 554px) 100vw, 554px\" \/><\/a><\/p>\n<p><em>Merge Attributes<\/em> contr\u00f4le la fa\u00e7on dont les attributs sont copi\u00e9s d\u2019un ensemble de donn\u00e9es \u00e0 un autre. Attention, il est impossible de s\u00e9lectionner les attributs \u00e0 fusionner, il faudra alors retirer les attributs inutiles avant d\u2019utiliser ce <em>Transformer<\/em>.<\/p>\n<table style=\"height: 92px; width: 100%; border-collapse: collapse; border-style: solid; border-color: #000000;\" border=\"1\">\n<tbody>\n<tr style=\"height: 23px;\">\n<td style=\"width: 50%; height: 23px;\"><strong>Options de fusion<\/strong><\/td>\n<td style=\"width: 50%; height: 23px;\"><strong>Fonction<\/strong><\/td>\n<\/tr>\n<tr style=\"height: 23px;\">\n<td style=\"width: 50%; height: 23px;\"><em>Merge Supplier<\/em><\/td>\n<td style=\"width: 50%; height: 23px;\">Copie tous les attributs d\u2019un ensemble de donn\u00e9es \u00e0 un autre.<\/td>\n<\/tr>\n<tr style=\"height: 23px;\">\n<td style=\"width: 50%; height: 23px;\"><em>Prefix Supplier<\/em><\/td>\n<td style=\"width: 50%; height: 23px;\">Ajoute un pr\u00e9fixe \u00e0 tous les attributs d\u2019un ensemble de donn\u00e9es avant de les copier \u00e0 un autre.<\/td>\n<\/tr>\n<tr style=\"height: 23px;\">\n<td style=\"width: 50%; height: 23px;\"><em>Only use Supplier<\/em><\/td>\n<td style=\"width: 50%; height: 23px;\">Supprime tous les attributs de l\u2019ensemble de donn\u00e9es original (<em>Requestor<\/em>) et ne conserve que ceux du port <em>Supplier<\/em>.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><em><strong><br \/>\nGenerate List<\/strong><\/em><\/h3>\n<p>G\u00e9n\u00e9rez une liste FME (ou un tableau) d\u2019attributs contenant tous les attributs de l\u2019ensemble de donn\u00e9es <em>Supplier<\/em>. Les <strong><a target=\"_blank\" href=\"https:\/\/consortech.com\/fr\/demystifiez-les-listes-pour-mieux-performer-dans-fme\/\" rel=\"noopener\">listes<\/a><\/strong> sont tr\u00e8s utiles pour g\u00e9rer les relations un-\u00e0-plusieurs dans vos donn\u00e9es, mais elles peuvent aussi rapidement cr\u00e9er un fouillis d\u2019attributs si elles ne sont pas trait\u00e9es correctement. Lorsque vous cr\u00e9ez une liste, ne gardez que les attributs dont vous avez besoin en les entrant dans la section <em>Selected Attributes<\/em>, et assurez-vous de nettoyer la liste avec <em>AttributeRemover<\/em> quand vous en avez termin\u00e9.<\/p>\n<p><a href=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/03\/picture4clutter.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-10327 size-full\" src=\"https:\/\/consortech.com\/wp-content\/uploads\/2021\/03\/picture4clutter.png\" alt=\"\" width=\"555\" height=\"148\" srcset=\"https:\/\/www.consortech.com\/wp-content\/uploads\/2021\/03\/picture4clutter.png 555w, https:\/\/www.consortech.com\/wp-content\/uploads\/2021\/03\/picture4clutter-300x80.png 300w, https:\/\/www.consortech.com\/wp-content\/uploads\/2021\/03\/picture4clutter-400x107.png 400w, https:\/\/www.consortech.com\/wp-content\/uploads\/2021\/03\/picture4clutter-480x128.png 480w\" sizes=\"(max-width: 555px) 100vw, 555px\" \/><\/a><\/p>\n<p>En suivant ces quatre \u00e9tapes, vous pourrez \u00e9viter le fouillis d\u2019attributs dans vos <em>Workspaces<\/em> et am\u00e9liorer l\u2019efficacit\u00e9 du traitement et du d\u00e9veloppement dans FME. Appliquez ces conseils \u00e0 vos <em>Workspaces<\/em> existants, ou gardez-les en m\u00e9moire pour votre prochain projet!<\/p>\n<p>\u00a0<\/p>\n<p>[\/et_pb_text][et_pb_cta _builder_version=\u00a0\u00bb4.8.1&Prime; button_text=\u00a0\u00bbEn savoir plus\u00a0\u00bb button_url=\u00a0\u00bbhttps:\/\/consortech.com\/fr\/formations-fme\/\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 text_shadow_vertical_length=\u00a0\u00bbtext_shadow_style,%91object Object%93&Prime; text_shadow_vertical_length_tablet=\u00a0\u00bb0px\u00a0\u00bb text_shadow_blur_strength=\u00a0\u00bbtext_shadow_style,%91object Object%93&Prime; 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FME.<\/p>\n","protected":false},"author":6,"featured_media":10329,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[51],"tags":[],"class_list":["post-10320","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-trucs-et-astuces-fme"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Optimisation des Workspaces FME : 4 \u00e9tapes faciles pour en finir avec le fouillis dans vos attributs | Consortech<\/title>\n<meta name=\"description\" content=\"Voici quatre \u00e9tapes qui vous aideront \u00e0 d\u00e9sencombrer vos 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