{"id":6333,"date":"2018-07-25T14:15:37","date_gmt":"2018-07-25T18:15:37","guid":{"rendered":"http:\/\/consortechsite.wpengine.com\/?p=6333"},"modified":"2020-03-13T13:36:27","modified_gmt":"2020-03-13T17:36:27","slug":"enchainer-des-workspaces-pour-accelerer-et-simplifier-le-traitement-de-donnees","status":"publish","type":"post","link":"https:\/\/www.consortech.com\/fr\/enchainer-des-workspaces-pour-accelerer-et-simplifier-le-traitement-de-donnees\/","title":{"rendered":"Encha\u00eener des Workspaces pour acc\u00e9l\u00e9rer et simplifier le traitement de donn\u00e9es"},"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; _builder_version=\u00a0\u00bb3.0.106&Prime;][et_pb_row][et_pb_column type=\u00a0\u00bb4_4&Prime;][et_pb_text _builder_version=\u00a0\u00bb3.0.106&Prime; background_layout=\u00a0\u00bblight\u00a0\u00bb]<\/p>\n<ul>\n<li>Traitez-vous un grand volume de donn\u00e9es dans un seul et m\u00eame workspace FME?<\/li>\n<li>L\u2019ex\u00e9cution de vos workspaces prend-elle trop de temps?<\/li>\n<li>Vos workspaces sollicitent-ils trop de m\u00e9moire vive \u2013 au point de causer des \u00e9checs sporadiques?<\/li>\n<\/ul>\n<p>Si vous avez r\u00e9pondu \u00ab\u00a0oui\u00a0\u00bb \u00e0 l\u2019une de ces questions, l\u2019encha\u00eenement pourrait \u00eatre votre solution!<\/p>\n<h2><strong>L\u2019encha\u00eenement de workspaces<em>, <\/em>qu\u2019est-ce que c\u2019est?<\/strong><\/h2>\n<p>C\u2019est un principe selon lequel il est possible de diviser l\u2019analyse et le traitement des donn\u00e9es que vous entrez en plusieurs t\u00e2ches, au lieu de tout faire dans une seule t\u00e2che.<\/p>\n<p>Ce ne sont pas toutes les structures de donn\u00e9es qui se pr\u00eatent \u00e0 l\u2019encha\u00eenement des <em>workspaces<\/em> FME, mais lorsque c\u2019est le cas, cette m\u00e9thode peut \u00eatre d\u2019une grande efficacit\u00e9. Si un <em>workspace<\/em> doit lire de multiples tables de base de donn\u00e9es, fichiers ou couches d\u2019un fichier, vous pouvez cr\u00e9er un encha\u00eenement en traitant chaque \u00e9l\u00e9ment s\u00e9par\u00e9ment.<\/p>\n<h2><strong>Comment cela fonctionne-t-il?<\/strong><\/h2>\n<p>La m\u00e9thode d\u2019encha\u00eenement la plus courante suit la logique \u00ab Parent\/Enfant\u00a0\u00bb (<em>Master\/Child<\/em>)\u00a0: dans ce cas, le <em>workspace<\/em> principal joue habituellement le r\u00f4le d\u2019organisateur, g\u00e9n\u00e9rant des d\u00e9clencheurs qui poss\u00e8dent chacun un ensemble de param\u00e8tres pr\u00e9cis \u00e0 envoyer aux workspaces subordonn\u00e9s. Ainsi, au lieu d\u2019avoir \u00e0 g\u00e9rer toutes les donn\u00e9es d\u2019un bloc, ce dernier utilise des t\u00e2ches s\u00e9par\u00e9es pour traiter les donn\u00e9es analys\u00e9es par le <em>workspace<\/em> principal.<\/p>\n<p>La capture d\u2019\u00e9cran ci-dessous montre la premi\u00e8re section de <em>workspace<\/em> principal, qui lit deux tables de base de donn\u00e9es\u00a0: \u00ab\u00a0Municipalities\u00a0\u00bb et \u00ab\u00a0Layers\u00a0\u00bb. Les entit\u00e9s de ces tables sont combin\u00e9es dans une relation \u00ab\u00a0un \u00e0 plusieurs\u00a0\u00bb au moyen d\u2019un identifiant commun. Un objet, ou d\u00e9clencheur, est alors cr\u00e9\u00e9 pour chaque paire d\u2019entit\u00e9s.<\/p>\n<p>[\/et_pb_text][et_pb_image _builder_version=\u00a0\u00bb3.0.106&Prime; src=\u00a0\u00bbhttps:\/\/consortech.com\/wp-content\/uploads\/2018\/07\/2-9-1.png\u00a0\u00bb show_in_lightbox=\u00a0\u00bbon\u00a0\u00bb url_new_window=\u00a0\u00bboff\u00a0\u00bb use_overlay=\u00a0\u00bboff\u00a0\u00bb always_center_on_mobile=\u00a0\u00bbon\u00a0\u00bb force_fullwidth=\u00a0\u00bboff\u00a0\u00bb show_bottom_space=\u00a0\u00bbon\u00a0\u00bb \/][et_pb_text _builder_version=\u00a0\u00bb3.0.106&Prime; background_layout=\u00a0\u00bblight\u00a0\u00bb]<\/p>\n<p>Par exemple, si vous avez 9 \u00e9l\u00e9ments dans Municipalities et 20 dans Layers, le <em>workspace<\/em> principal multipliera ces deux nombres pour g\u00e9n\u00e9rer 180\u00a0objets, chacun contenant son propre ensemble de param\u00e8tres qui d\u00e9clencheront un<em> workspace<\/em> subordonn\u00e9. La capture d\u2019\u00e9cran ci-dessous montre un <em>WorkspaceRunner<\/em> \u2013 le Transformer qui appelle le <em>workspace<\/em> subordonn\u00e9 \u2013 et les param\u00e8tres qui y sont d\u00e9finis. Certains de ces param\u00e8tres sont \u00e9tablis par ceux du <em>workspace<\/em> principal, mais d\u2019autres d\u00e9coulent des valeurs d\u2019attributs de chaque objet envoy\u00e9 au <em>workspace<\/em> subordonn\u00e9 par le <em>WorkspaceRunner.<\/em><\/p>\n<p>[\/et_pb_text][et_pb_image _builder_version=\u00a0\u00bb3.0.106&Prime; src=\u00a0\u00bbhttps:\/\/consortech.com\/wp-content\/uploads\/2018\/07\/2-9-2.png\u00a0\u00bb show_in_lightbox=\u00a0\u00bbon\u00a0\u00bb url_new_window=\u00a0\u00bboff\u00a0\u00bb use_overlay=\u00a0\u00bboff\u00a0\u00bb always_center_on_mobile=\u00a0\u00bbon\u00a0\u00bb force_fullwidth=\u00a0\u00bboff\u00a0\u00bb show_bottom_space=\u00a0\u00bbon\u00a0\u00bb \/][et_pb_text _builder_version=\u00a0\u00bb3.0.106&Prime; background_layout=\u00a0\u00bblight\u00a0\u00bb]<\/p>\n<p>Bien que certains processus vous laissent traiter toutes vos donn\u00e9es en une seule t\u00e2che, la m\u00e9thode par encha\u00eenement comporte de nombreux avantages.<\/p>\n<h2><strong>Utilisation r\u00e9duite de la m\u00e9moire vive<\/strong><\/h2>\n<p>Si le message suivant s\u2019affiche dans le <em>log<\/em>, c\u2019est signe que votre <em>workspace<\/em> FME utilise beaucoup de m\u00e9moire\u00a0:<\/p>\n<p>[\/et_pb_text][et_pb_image _builder_version=\u00a0\u00bb3.0.106&Prime; src=\u00a0\u00bbhttps:\/\/consortech.com\/wp-content\/uploads\/2018\/07\/2-9-3.png\u00a0\u00bb show_in_lightbox=\u00a0\u00bbon\u00a0\u00bb url_new_window=\u00a0\u00bboff\u00a0\u00bb use_overlay=\u00a0\u00bboff\u00a0\u00bb always_center_on_mobile=\u00a0\u00bbon\u00a0\u00bb force_fullwidth=\u00a0\u00bboff\u00a0\u00bb show_bottom_space=\u00a0\u00bbon\u00a0\u00bb \/][et_pb_text _builder_version=\u00a0\u00bb3.0.106&Prime; background_layout=\u00a0\u00bblight\u00a0\u00bb]<\/p>\n<p>Ce message est souvent g\u00e9n\u00e9r\u00e9 lorsque le <em>workspace<\/em> met tellement de donn\u00e9es en cache que le syst\u00e8me manque de m\u00e9moire virtuelle. Certaines transformations dans FME vont emmagasiner des donn\u00e9es en cache, telles que l\u2019utilisation de <em>blocking transformers<\/em> \u2013 <em>FeatureMerger, Aggregator, Dissolver \u2013 <\/em>et les op\u00e9rations de type <em>fanout<\/em>. Les <em>blocking transformers <\/em>et les <em>fanouts<\/em> risquent de grandement solliciter de la m\u00e9moire, surtout s\u2019il y a un grand nombre de donn\u00e9es \u00e0 traiter.<\/p>\n<blockquote>\n<p style=\"text-align: left;\"><strong><em>R\u00e9duire le nombre d\u2019entit\u00e9s trait\u00e9es par t\u00e2che r\u00e9duit donc l\u2019utilisation de la m\u00e9moire, puisque le cache se vide lorsque le workspace finit de s\u2019ex\u00e9cuter.<\/em><\/strong><\/p>\n<\/blockquote>\n<h2><strong>Consignation et suivi des erreurs am\u00e9lior\u00e9es<\/strong><\/h2>\n<p>Il peut \u00eatre fastidieux d\u2019analyser les <em>logs<\/em> g\u00e9n\u00e9r\u00e9s, surtout lorsqu\u2019une erreur fatale se produit. Heureusement, il vous est possible de configurer un encha\u00eenement de fa\u00e7on \u00e0 un <em>log<\/em> par ex\u00e9cution de <em>workspaces<\/em> subordonn\u00e9s.<\/p>\n<p>Dans le sc\u00e9nario vu plus haut, il peut se g\u00e9n\u00e9rer un total de 181\u00a0<em>logs<\/em>\u00a0: un pour le <em>workspace<\/em> principal et 180 pour les <em>workspaces<\/em> subordonn\u00e9s. Or, il est possible de faire le suivi des t\u00e2ches des <em>workspaces<\/em> subordonn\u00e9s dans le <em>workspace<\/em> principal au moyen des ports de sortie <em>Succeeded<\/em> (r\u00e9ussite) et <em>Failed<\/em> (\u00e9chec) du <em>WorkspaceRunner<\/em>.<\/p>\n<p>[\/et_pb_text][et_pb_image _builder_version=\u00a0\u00bb3.0.106&Prime; src=\u00a0\u00bbhttps:\/\/consortech.com\/wp-content\/uploads\/2018\/07\/2-9-4.png\u00a0\u00bb show_in_lightbox=\u00a0\u00bbon\u00a0\u00bb url_new_window=\u00a0\u00bboff\u00a0\u00bb use_overlay=\u00a0\u00bboff\u00a0\u00bb always_center_on_mobile=\u00a0\u00bbon\u00a0\u00bb force_fullwidth=\u00a0\u00bboff\u00a0\u00bb show_bottom_space=\u00a0\u00bbon\u00a0\u00bb \/][et_pb_text _builder_version=\u00a0\u00bb3.0.106&Prime; background_layout=\u00a0\u00bblight\u00a0\u00bb]<\/p>\n<p>Il sera plus facile pour vous de d\u00e9tecter et de distinguer les erreurs qui se sont produites au cours d\u2019une m\u00eame t\u00e2che si vous prenez le temps d\u2019analyser chaque <em>log<\/em> d\u2019\u00e9chec. Cela peut m\u00eame vous aider \u00e0 d\u00e9gager des tendances dans les erreurs qui se r\u00e9p\u00e8tent dans plusieurs t\u00e2ches, comme des probl\u00e8mes de connexion, des param\u00e8tres mal d\u00e9finis, et plus encore.<\/p>\n<h2><strong>Rendement accru<\/strong><\/h2>\n<p>En plus de diminuer l\u2019utilisation de m\u00e9moire, l\u2019encha\u00eenement de <em>workspaces <\/em>vous laisse ex\u00e9cuter de multiples t\u00e2ches en m\u00eame temps. Ce traitement en parall\u00e8le peut vous faire gagner \u00e9norm\u00e9ment de temps, comme il est possible d\u2019ex\u00e9cuter sept t\u00e2ches subordonn\u00e9es \u00e0 la fois. Le <em>WorkspaceRunner<\/em> ex\u00e9cute par d\u00e9faut les t\u00e2ches l\u2019une apr\u00e8s l\u2019autre, mais si vous s\u00e9lectionnez \u00ab\u00a0<em>No<\/em>\u00a0\u00bb au param\u00e8tre \u00ab\u00a0<em>Wait for the Job to Complete<\/em>\u00a0\u00bb, un processus FME s\u00e9par\u00e9 sera lanc\u00e9 pour ex\u00e9cuter le <em>workspace<\/em>.<\/p>\n<p>[\/et_pb_text][et_pb_image _builder_version=\u00a0\u00bb3.0.106&Prime; src=\u00a0\u00bbhttps:\/\/consortech.com\/wp-content\/uploads\/2018\/07\/2-9-5.png\u00a0\u00bb show_in_lightbox=\u00a0\u00bboff\u00a0\u00bb url_new_window=\u00a0\u00bboff\u00a0\u00bb use_overlay=\u00a0\u00bboff\u00a0\u00bb always_center_on_mobile=\u00a0\u00bbon\u00a0\u00bb force_fullwidth=\u00a0\u00bboff\u00a0\u00bb show_bottom_space=\u00a0\u00bbon\u00a0\u00bb \/][et_pb_text _builder_version=\u00a0\u00bb3.0.106&Prime; background_layout=\u00a0\u00bblight\u00a0\u00bb]<\/p>\n<p>Ces processus s\u2019affichent dans le gestionnaire de t\u00e2ches sous forme d\u2019instances \u00ab\u00a0fme.exe\u00a0\u00bb ou \u00ab\u00a0fmeworker.exe\u00a0\u00bb. Si l\u2019on reprend le sc\u00e9nario de plus t\u00f4t, le <em>workspace<\/em> subordonn\u00e9 peut faire rouler un maximum de 7 instances en parall\u00e8le jusqu\u2019\u00e0 ex\u00e9cution des 180\u00a0processus, ce qui ira consid\u00e9rablement plus vite que s\u2019il faut attendre la fin de chaque t\u00e2che pour lancer la prochaine.<\/p>\n<p>[\/et_pb_text][et_pb_image _builder_version=\u00a0\u00bb3.0.106&Prime; src=\u00a0\u00bbhttps:\/\/consortech.com\/wp-content\/uploads\/2018\/07\/2-9-6.png\u00a0\u00bb show_in_lightbox=\u00a0\u00bbon\u00a0\u00bb url_new_window=\u00a0\u00bboff\u00a0\u00bb use_overlay=\u00a0\u00bboff\u00a0\u00bb always_center_on_mobile=\u00a0\u00bbon\u00a0\u00bb force_fullwidth=\u00a0\u00bboff\u00a0\u00bb show_bottom_space=\u00a0\u00bbon\u00a0\u00bb \/][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=\u00a0\u00bb3.21.3&Prime; custom_margin=\u00a0\u00bb||30px|\u00a0\u00bb z_index_tablet=\u00a0\u00bb500&Prime;][et_pb_column type=\u00a0\u00bb4_4&Prime;][et_pb_cta _builder_version=\u00a0\u00bb3.21.3&Prime; button_text=\u00a0\u00bbAbonnez-vous \u00e0 notre infolettre!\u00a0\u00bb button_url=\u00a0\u00bbhttps:\/\/consortech.com\/fr\/contenus\/infolettre\/\u00a0\u00bb background_color=\u00a0\u00bb#cccccc\u00a0\u00bb body_font=\u00a0\u00bb|600|||||||\u00a0\u00bb body_font_size=\u00a0\u00bb22&Prime; custom_padding=\u00a0\u00bb||20px|\u00a0\u00bb button_text_size__hover_enabled=\u00a0\u00bboff\u00a0\u00bb button_text_size__hover=\u00a0\u00bbnull\u00a0\u00bb button_one_text_size__hover_enabled=\u00a0\u00bboff\u00a0\u00bb button_one_text_size__hover=\u00a0\u00bbnull\u00a0\u00bb button_two_text_size__hover_enabled=\u00a0\u00bboff\u00a0\u00bb button_two_text_size__hover=\u00a0\u00bbnull\u00a0\u00bb button_text_color__hover_enabled=\u00a0\u00bboff\u00a0\u00bb button_text_color__hover=\u00a0\u00bbnull\u00a0\u00bb button_one_text_color__hover_enabled=\u00a0\u00bboff\u00a0\u00bb 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button_two_bg_color__hover=\u00a0\u00bbnull\u00a0\u00bb z_index_tablet=\u00a0\u00bb500&Prime; background_layout=\u00a0\u00bblight\u00a0\u00bb]<\/p>\n<p style=\"text-align: center;\">D\u00e9couvrez encore plus de conseils et d\u2019id\u00e9es de projets pour tirer le maximum de FME.<\/p>\n<p>[\/et_pb_cta][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=\u00a0\u00bb3.0.106&Prime;][et_pb_column type=\u00a0\u00bb4_4&Prime;][et_pb_cta _builder_version=\u00a0\u00bb3.0.106&Prime; button_text=\u00a0\u00bbContactez nos experts !\u00a0\u00bb button_url=\u00a0\u00bbhttps:\/\/consortech.com\/fr\/contact\/\u00a0\u00bb url_new_window=\u00a0\u00bboff\u00a0\u00bb background_color=\u00a0\u00bb#1e3166&Prime; use_background_color=\u00a0\u00bbon\u00a0\u00bb background_layout=\u00a0\u00bbdark\u00a0\u00bb custom_button=\u00a0\u00bboff\u00a0\u00bb button_icon_placement=\u00a0\u00bbright\u00a0\u00bb body_font=\u00a0\u00bb|600|||||||\u00a0\u00bb body_font_size=\u00a0\u00bb22&Prime; 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d\u2019autre?<\/p>\n<p>[\/et_pb_cta][\/et_pb_column][\/et_pb_row][et_pb_row][et_pb_column type=\u00a0\u00bb4_4&Prime;][et_pb_divider _builder_version=\u00a0\u00bb3.0.106&Prime; show_divider=\u00a0\u00bbon\u00a0\u00bb height=\u00a0\u00bb50px\u00a0\u00bb color=\u00a0\u00bb#ffffff\u00a0\u00bb \/][\/et_pb_column][\/et_pb_row][et_pb_row][et_pb_column type=\u00a0\u00bb4_4&Prime;][et_pb_text _builder_version=\u00a0\u00bb3.0.106&Prime; background_layout=\u00a0\u00bblight\u00a0\u00bb]<\/p>\n<h2><strong>Vous aimerez aussi :\u00a0<\/strong><\/h2>\n<p>&nbsp;<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row][et_pb_column type=\u00a0\u00bb1_2&Prime;][et_pb_text _builder_version=\u00a0\u00bb3.0.106&Prime; background_layout=\u00a0\u00bblight\u00a0\u00bb]<\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"ZL5FbUubb7\"><p><a href=\"https:\/\/consortech.com\/fr\/3-questions-frequentes-sur-produits-fme\/\">3 questions fr\u00e9quentes sur les produits FME<\/a><\/p><\/blockquote>\n<p><iframe loading=\"lazy\" title=\"\u00ab\u00a03 questions fr\u00e9quentes sur les produits FME\u00a0\u00bb &#8212; Consortech\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" src=\"https:\/\/consortech.com\/fr\/3-questions-frequentes-sur-produits-fme\/embed\/#?secret=ZL5FbUubb7\" data-secret=\"ZL5FbUubb7\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=\u00a0\u00bb1_2&Prime;][et_pb_text _builder_version=\u00a0\u00bb3.0.106&Prime; background_layout=\u00a0\u00bblight\u00a0\u00bb]<\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"3bBOrfleBr\"><p><a href=\"https:\/\/consortech.com\/fr\/etl-trois-elements-cles-dun-projet-dautomatisation\/\">ETL: trois \u00e9l\u00e9ments cl\u00e9s d\u2019un projet 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g\u00e9rer&#8230;<\/p>\n","protected":false},"author":3,"featured_media":6351,"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":[50,51],"tags":[],"class_list":["post-6333","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-traitement-de-donnees","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>Consortech - Encha\u00eener des Workspaces pour acc\u00e9l\u00e9rer le traitement de donn\u00e9es<\/title>\n<meta name=\"description\" content=\"L\u2019encha\u00eenement de workspaces est un 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