{"id":91971,"date":"2025-07-09T09:38:48","date_gmt":"2025-07-09T09:38:48","guid":{"rendered":"https:\/\/www.gantner-instruments.com\/blog\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\/"},"modified":"2025-07-14T09:42:50","modified_gmt":"2025-07-14T09:42:50","slug":"integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse","status":"publish","type":"post","link":"https:\/\/www.gantner-instruments.com\/fr\/blog\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\/","title":{"rendered":"Int\u00e9gration de Python &#8211; Un nouveau niveau d&#8217;automatisation et d&#8217;analyse"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">D\u00e9bloquer l&#8217;automatisation et l&#8217;analyse avanc\u00e9es<\/h2>\n\n<p>GI.benchLe script Python de GInsData va au-del\u00e0 de la gestion des donn\u00e9es bas\u00e9e sur l&#8217;interface graphique standard en permettant une interaction programmatique directe avec les donn\u00e9es de mesure. Gr\u00e2ce \u00e0 l&#8217;int\u00e9gration de l&#8217;API GInsData et du wrapper Python intuitif GInsAPy, les ing\u00e9nieurs peuvent acc\u00e9der directement aux donn\u00e9es, les analyser et les automatiser sur le site GI.bench, \u00e9liminant ainsi le besoin de d\u00e9pendances logicielles externes. <\/p>\n\n<p>Les utilisateurs peuvent ex\u00e9cuter une logique personnalis\u00e9e, automatiser des t\u00e2ches r\u00e9p\u00e9titives et int\u00e9grer des algorithmes propri\u00e9taires directement dans leur flux d&#8217;acquisition de donn\u00e9es. Les flux de donn\u00e9es en temps r\u00e9el et les donn\u00e9es historiques peuvent tous deux \u00eatre trait\u00e9s \u00e0 l&#8217;aide de scripts Python personnalis\u00e9s, ce qui permet d&#8217;obtenir des informations imm\u00e9diates et exploitables pendant les op\u00e9rations de test. <\/p>\n\n<h2 class=\"wp-block-heading\">Traitement complet des donn\u00e9es en temps r\u00e9el<\/h2>\n\n<p>Les scripts Python offrent aux ing\u00e9nieurs un acc\u00e8s de premier ordre aux donn\u00e9es de mesure :<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Lire directement les flux de donn\u00e9es \u00e0 grande vitesse des contr\u00f4leurs et des tampons GI.bench.<\/li>\n\n\n\n<li>Effectuez des transformations, des filtrages et des analyses de donn\u00e9es en temps r\u00e9el \u00e0 l&#8217;aide de biblioth\u00e8ques famili\u00e8res telles que NumPy, pandas et SciPy.<\/li>\n\n\n\n<li>Mettez en \u0153uvre des d\u00e9cisions automatis\u00e9es bas\u00e9es sur des donn\u00e9es, des verrouillages de s\u00e9curit\u00e9 et des s\u00e9quences de test bas\u00e9es sur des conditions directement dans GI.bench.<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">Int\u00e9gration transparente avec l&#8217;\u00e9cosyst\u00e8me Python<\/h2>\n\n<p>L&#8217;environnement de script Python int\u00e9gr\u00e9 comprend des progiciels scientifiques essentiels pr\u00e9install\u00e9s et configur\u00e9s. Les ing\u00e9nieurs peuvent rapidement mettre en \u0153uvre des algorithmes d&#8217;apprentissage automatique, des calculs statistiques et des visualisations avanc\u00e9es sur GI.bench, ce qui am\u00e9liore consid\u00e9rablement les capacit\u00e9s d&#8217;analyse. <\/p>\n\n<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background\" style=\"background-color:#3056a8;color:#3056a8\"\/>\n\n<h2 class=\"wp-block-heading\">GI.pythonModules &#8211; \u00c9tendre les fonctionnalit\u00e9s en toute simplicit\u00e9<\/h2>\n\n<p>GI.bench va au-del\u00e0 des scripts personnalis\u00e9s avec <strong>GI.pythonModules<\/strong> &#8211; une biblioth\u00e8que de fonctions pr\u00e9construites et tr\u00e8s performantes. Ces modules simplifient les t\u00e2ches d&#8217;ing\u00e9nierie courantes telles que la connectivit\u00e9 du backend, l&#8217;importation\/exportation de donn\u00e9es, l&#8217;analyse et m\u00eame l&#8217;apprentissage automatique avanc\u00e9. Les utilisateurs peuvent facilement int\u00e9grer GI.pythonModules dans leur code ou d\u00e9velopper des modules personnalis\u00e9s pour \u00e9tendre les fonctionnalit\u00e9s.  <\/p>\n\n<h2 class=\"wp-block-heading\">Environnement de script Python convivial<\/h2>\n\n<p>La plateforme GI.bench simplifie la configuration des scripts gr\u00e2ce \u00e0 un interpr\u00e9teur Python int\u00e9gr\u00e9, une documentation int\u00e9gr\u00e9e et un \u00e9diteur de code convivial, disponibles sur Q.core et GI.cloud. Les ing\u00e9nieurs peuvent rapidement prototyper, ex\u00e9cuter et it\u00e9rer des scripts directement sur GI.bench, ce qui \u00e9limine les configurations complexes et acc\u00e9l\u00e8re le d\u00e9ploiement. <\/p>\n\n<h2 class=\"wp-block-heading\">Exemple de cas d&#8217;utilisation : Analyse automatis\u00e9e de la dur\u00e9e de vie en fatigue<\/h2>\n\n<p>Prenons l&#8217;exemple d&#8217;un ing\u00e9nieur qui effectue des essais de fatigue sur un composant structurel. Traditionnellement, l&#8217;analyse des donn\u00e9es implique l&#8217;exportation manuelle des journaux et l&#8217;ex\u00e9cution de scripts externes. Gr\u00e2ce \u00e0 l&#8217;int\u00e9gration de Python dans le site GI.bench, le flux de travail est enti\u00e8rement automatis\u00e9 :  <\/p>\n\n<ul class=\"wp-block-list\">\n<li>Initialisation automatis\u00e9e des tests : Un script Python s&#8217;assure que les contr\u00f4leurs et les capteurs sont correctement configur\u00e9s et lance le chargement cyclique.<\/li>\n\n\n\n<li>Analyse de fatigue en temps r\u00e9el : Applique en continu le comptage des flux de pluie et calcule l&#8217;accumulation des dommages directement \u00e0 partir des mesures de d\u00e9formation.<\/li>\n\n\n\n<li>Prise de d\u00e9cision adaptative : Arr\u00eate automatiquement les essais \u00e0 des seuils d&#8217;endommagement pr\u00e9d\u00e9finis, \u00e9vitant ainsi les d\u00e9faillances catastrophiques.<\/li>\n\n\n\n<li>Rapports instantan\u00e9s : G\u00e9n\u00e8re des rapports sur la dur\u00e9e de vie en fatigue imm\u00e9diatement apr\u00e8s la fin des essais, en int\u00e9grant les r\u00e9sultats, les r\u00e9sum\u00e9s des dommages et les trac\u00e9s visuels.<\/li>\n<\/ul>\n\n<p>Cette automatisation permet non seulement d&#8217;\u00e9conomiser des efforts manuels consid\u00e9rables, mais aussi d&#8217;assurer une surveillance continue en temps r\u00e9el, ce qui am\u00e9liore consid\u00e9rablement la s\u00e9curit\u00e9, la pr\u00e9cision et la rapidit\u00e9 des essais de fatigue.<\/p>\n\n<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background\" style=\"background-color:#3056a8;color:#3056a8\"\/>\n\n<h2 class=\"wp-block-heading\">L&#8217;excellence technique sous le capot<\/h2>\n\n<p>GI.bench exploite l&#8217;API GInsData \u00e9prouv\u00e9e, ce qui garantit un acc\u00e8s efficace et rapide aux donn\u00e9es. Les scripts Python communiquent directement avec les tampons de donn\u00e9es et les contr\u00f4leurs internes de GI.bench, minimisant ainsi la latence et maximisant la fiabilit\u00e9. <\/p>\n\n<h2 class=\"wp-block-heading\">Regardez l&#8217;int\u00e9gration de Python en action<\/h2>\n\n<p>D\u00e9couvrez comment les scripts Python transforment vos capacit\u00e9s de mesure, en rendant les analyses complexes et les automatisations de flux de travail simples et puissantes.<\/p>\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"GI.bench Feature: Python Integration &amp; GI.pythonModules | Automate Analysis &amp; Custom Scripts\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/6YYq8gE5iXQ?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<p>L&#8217;int\u00e9gration de Python dans GI.bench offre une flexibilit\u00e9 et une efficacit\u00e9 sans pr\u00e9c\u00e9dent. Les ing\u00e9nieurs ont d\u00e9sormais la possibilit\u00e9 d&#8217;automatiser des t\u00e2ches, d&#8217;int\u00e9grer des analyses propri\u00e9taires et de g\u00e9rer des sc\u00e9narios de test complexes avec confiance et facilit\u00e9. <\/p>\n\n<h2 class=\"wp-block-heading\">Exp\u00e9rience des scripts Python en GI.bench<\/h2>\n\n<p>Pr\u00eat \u00e0 rationaliser votre flux de travail de test ? Demandez une d\u00e9monstration et d\u00e9couvrez la puissance de transformation des scripts Python sur GI.bench. <\/p>\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/resources.gantner-instruments.com\/gi-bench-demo\">Demandez une d\u00e9monstration de GI.bench<\/a><\/div>\n<\/div>\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Les \u00e9quipes d&#8217;ing\u00e9nieurs s&#8217;appuient sur des outils puissants et personnalisables pour g\u00e9rer des sc\u00e9narios de test de plus en plus complexes. GI.bench comprend d\u00e9sormais un script Python int\u00e9gr\u00e9, permettant aux ing\u00e9nieurs d&#8217;automatiser les flux de travail de mesure, d&#8217;effectuer des analyses avanc\u00e9es en temps r\u00e9el et de s&#8217;int\u00e9grer de mani\u00e8re transparente avec des logiciels externes. Cette fonctionnalit\u00e9 exploite le riche \u00e9cosyst\u00e8me de Python, garantissant flexibilit\u00e9 et efficacit\u00e9 dans les projets de test et de mesure.  <\/p>\n","protected":false},"author":32,"featured_media":91891,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[104,118],"tags":[],"class_list":["post-91971","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-conseils-et-tendances-fr","category-produits-et-services"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Int\u00e9gration de Python - Un nouveau niveau d&#039;automatisation et d&#039;analyse - Gantner Instruments<\/title>\n<meta name=\"description\" content=\"Am\u00e9liorez l&#039;automatisation et l&#039;analyse DAQ avec l&#039;int\u00e9gration de Python dans GI.bench- des scripts personnalis\u00e9s, des connaissances plus approfondies et des flux de travail rationalis\u00e9s.\" \/>\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.gantner-instruments.com\/fr\/blog\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Int\u00e9gration de Python - Un nouveau niveau d&#039;automatisation et d&#039;analyse - Gantner Instruments\" \/>\n<meta property=\"og:description\" content=\"Am\u00e9liorez l&#039;automatisation et l&#039;analyse DAQ avec l&#039;int\u00e9gration de Python dans GI.bench- des scripts personnalis\u00e9s, des connaissances plus approfondies et des flux de travail rationalis\u00e9s.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.gantner-instruments.com\/fr\/blog\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\/\" \/>\n<meta property=\"og:site_name\" content=\"Gantner Instruments\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Gantner.Instruments\/\" \/>\n<meta property=\"article:published_time\" content=\"2025-07-09T09:38:48+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-14T09:42:50+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2025\/07\/feature-5-header-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"900\" \/>\n\t<meta property=\"og:image:height\" content=\"500\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Ferial-INS-01@gantner-instruments.com\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@gantnerinst\" \/>\n<meta name=\"twitter:site\" content=\"@gantnerinst\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Ferial-INS-01@gantner-instruments.com\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.gantner-instruments.com\\\/fr\\\/blog\\\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.gantner-instruments.com\\\/fr\\\/blog\\\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\\\/\"},\"author\":{\"name\":\"Ferial-INS-01@gantner-instruments.com\",\"@id\":\"https:\\\/\\\/wordpress-113628-2737190.cloudwaysapps.com\\\/#\\\/schema\\\/person\\\/30efac63bf4bffc8e3c43a87a3d04b13\"},\"headline\":\"Int\u00e9gration de Python &#8211; Un nouveau niveau d&#8217;automatisation et d&#8217;analyse\",\"datePublished\":\"2025-07-09T09:38:48+00:00\",\"dateModified\":\"2025-07-14T09:42:50+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.gantner-instruments.com\\\/fr\\\/blog\\\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\\\/\"},\"wordCount\":922,\"publisher\":{\"@id\":\"https:\\\/\\\/wordpress-113628-2737190.cloudwaysapps.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.gantner-instruments.com\\\/fr\\\/blog\\\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.gantner-instruments.com\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/feature-5-header-1.png\",\"articleSection\":[\"Conseils et tendances\",\"Produits et services\"],\"inLanguage\":\"fr-FR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.gantner-instruments.com\\\/fr\\\/blog\\\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\\\/\",\"url\":\"https:\\\/\\\/www.gantner-instruments.com\\\/fr\\\/blog\\\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\\\/\",\"name\":\"Int\u00e9gration de Python - Un nouveau niveau d'automatisation et d'analyse - Gantner Instruments\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/wordpress-113628-2737190.cloudwaysapps.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.gantner-instruments.com\\\/fr\\\/blog\\\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.gantner-instruments.com\\\/fr\\\/blog\\\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.gantner-instruments.com\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/feature-5-header-1.png\",\"datePublished\":\"2025-07-09T09:38:48+00:00\",\"dateModified\":\"2025-07-14T09:42:50+00:00\",\"description\":\"Am\u00e9liorez l'automatisation et l'analyse DAQ avec l'int\u00e9gration de Python dans GI.bench- des scripts personnalis\u00e9s, des connaissances plus approfondies et des flux de travail rationalis\u00e9s.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.gantner-instruments.com\\\/fr\\\/blog\\\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\\\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.gantner-instruments.com\\\/fr\\\/blog\\\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/www.gantner-instruments.com\\\/fr\\\/blog\\\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.gantner-instruments.com\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/feature-5-header-1.png\",\"contentUrl\":\"https:\\\/\\\/www.gantner-instruments.com\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/feature-5-header-1.png\",\"width\":900,\"height\":500,\"caption\":\"Python Integration \u2013 A New Level of Automation and Analysis\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.gantner-instruments.com\\\/fr\\\/blog\\\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.gantner-instruments.com\\\/fr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Int\u00e9gration de Python &#8211; Un nouveau niveau d&#8217;automatisation et d&#8217;analyse\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/wordpress-113628-2737190.cloudwaysapps.com\\\/#website\",\"url\":\"https:\\\/\\\/wordpress-113628-2737190.cloudwaysapps.com\\\/\",\"name\":\"Gantner Instruments\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/wordpress-113628-2737190.cloudwaysapps.com\\\/#organization\"},\"alternateName\":\"GI\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/wordpress-113628-2737190.cloudwaysapps.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/wordpress-113628-2737190.cloudwaysapps.com\\\/#organization\",\"name\":\"Gantner Instruments\",\"url\":\"https:\\\/\\\/wordpress-113628-2737190.cloudwaysapps.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/wordpress-113628-2737190.cloudwaysapps.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.gantner-instruments.com\\\/wp-content\\\/uploads\\\/2022\\\/08\\\/logowhite.svg\",\"contentUrl\":\"https:\\\/\\\/www.gantner-instruments.com\\\/wp-content\\\/uploads\\\/2022\\\/08\\\/logowhite.svg\",\"width\":151,\"height\":41,\"caption\":\"Gantner Instruments\"},\"image\":{\"@id\":\"https:\\\/\\\/wordpress-113628-2737190.cloudwaysapps.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/Gantner.Instruments\\\/\",\"https:\\\/\\\/x.com\\\/gantnerinst\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/989261\\\/admin\\\/\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UC9uIPaqfz96Iz6ZD2qf89Hw\",\"https:\\\/\\\/www.instagram.com\\\/gantner_instruments\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/wordpress-113628-2737190.cloudwaysapps.com\\\/#\\\/schema\\\/person\\\/30efac63bf4bffc8e3c43a87a3d04b13\",\"name\":\"Ferial-INS-01@gantner-instruments.com\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Int\u00e9gration de Python - Un nouveau niveau d'automatisation et d'analyse - Gantner Instruments","description":"Am\u00e9liorez l'automatisation et l'analyse DAQ avec l'int\u00e9gration de Python dans GI.bench- des scripts personnalis\u00e9s, des connaissances plus approfondies et des flux de travail rationalis\u00e9s.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.gantner-instruments.com\/fr\/blog\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\/","og_locale":"fr_FR","og_type":"article","og_title":"Int\u00e9gration de Python - Un nouveau niveau d'automatisation et d'analyse - Gantner Instruments","og_description":"Am\u00e9liorez l'automatisation et l'analyse DAQ avec l'int\u00e9gration de Python dans GI.bench- des scripts personnalis\u00e9s, des connaissances plus approfondies et des flux de travail rationalis\u00e9s.","og_url":"https:\/\/www.gantner-instruments.com\/fr\/blog\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\/","og_site_name":"Gantner Instruments","article_publisher":"https:\/\/www.facebook.com\/Gantner.Instruments\/","article_published_time":"2025-07-09T09:38:48+00:00","article_modified_time":"2025-07-14T09:42:50+00:00","og_image":[{"width":900,"height":500,"url":"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2025\/07\/feature-5-header-1.png","type":"image\/png"}],"author":"Ferial-INS-01@gantner-instruments.com","twitter_card":"summary_large_image","twitter_creator":"@gantnerinst","twitter_site":"@gantnerinst","twitter_misc":{"\u00c9crit par":"Ferial-INS-01@gantner-instruments.com","Dur\u00e9e de lecture estim\u00e9e":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.gantner-instruments.com\/fr\/blog\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\/#article","isPartOf":{"@id":"https:\/\/www.gantner-instruments.com\/fr\/blog\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\/"},"author":{"name":"Ferial-INS-01@gantner-instruments.com","@id":"https:\/\/wordpress-113628-2737190.cloudwaysapps.com\/#\/schema\/person\/30efac63bf4bffc8e3c43a87a3d04b13"},"headline":"Int\u00e9gration de Python &#8211; Un nouveau niveau d&#8217;automatisation et d&#8217;analyse","datePublished":"2025-07-09T09:38:48+00:00","dateModified":"2025-07-14T09:42:50+00:00","mainEntityOfPage":{"@id":"https:\/\/www.gantner-instruments.com\/fr\/blog\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\/"},"wordCount":922,"publisher":{"@id":"https:\/\/wordpress-113628-2737190.cloudwaysapps.com\/#organization"},"image":{"@id":"https:\/\/www.gantner-instruments.com\/fr\/blog\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\/#primaryimage"},"thumbnailUrl":"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2025\/07\/feature-5-header-1.png","articleSection":["Conseils et tendances","Produits et services"],"inLanguage":"fr-FR"},{"@type":"WebPage","@id":"https:\/\/www.gantner-instruments.com\/fr\/blog\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\/","url":"https:\/\/www.gantner-instruments.com\/fr\/blog\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\/","name":"Int\u00e9gration de Python - Un nouveau niveau d'automatisation et d'analyse - Gantner Instruments","isPartOf":{"@id":"https:\/\/wordpress-113628-2737190.cloudwaysapps.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.gantner-instruments.com\/fr\/blog\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\/#primaryimage"},"image":{"@id":"https:\/\/www.gantner-instruments.com\/fr\/blog\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\/#primaryimage"},"thumbnailUrl":"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2025\/07\/feature-5-header-1.png","datePublished":"2025-07-09T09:38:48+00:00","dateModified":"2025-07-14T09:42:50+00:00","description":"Am\u00e9liorez l'automatisation et l'analyse DAQ avec l'int\u00e9gration de Python dans GI.bench- des scripts personnalis\u00e9s, des connaissances plus approfondies et des flux de travail rationalis\u00e9s.","breadcrumb":{"@id":"https:\/\/www.gantner-instruments.com\/fr\/blog\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.gantner-instruments.com\/fr\/blog\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/www.gantner-instruments.com\/fr\/blog\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\/#primaryimage","url":"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2025\/07\/feature-5-header-1.png","contentUrl":"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2025\/07\/feature-5-header-1.png","width":900,"height":500,"caption":"Python Integration \u2013 A New Level of Automation and Analysis"},{"@type":"BreadcrumbList","@id":"https:\/\/www.gantner-instruments.com\/fr\/blog\/integration-de-python-un-nouveau-niveau-dautomatisation-et-danalyse\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.gantner-instruments.com\/fr\/"},{"@type":"ListItem","position":2,"name":"Int\u00e9gration de Python &#8211; Un nouveau niveau d&#8217;automatisation et d&#8217;analyse"}]},{"@type":"WebSite","@id":"https:\/\/wordpress-113628-2737190.cloudwaysapps.com\/#website","url":"https:\/\/wordpress-113628-2737190.cloudwaysapps.com\/","name":"Gantner Instruments","description":"","publisher":{"@id":"https:\/\/wordpress-113628-2737190.cloudwaysapps.com\/#organization"},"alternateName":"GI","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/wordpress-113628-2737190.cloudwaysapps.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/wordpress-113628-2737190.cloudwaysapps.com\/#organization","name":"Gantner Instruments","url":"https:\/\/wordpress-113628-2737190.cloudwaysapps.com\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/wordpress-113628-2737190.cloudwaysapps.com\/#\/schema\/logo\/image\/","url":"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2022\/08\/logowhite.svg","contentUrl":"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2022\/08\/logowhite.svg","width":151,"height":41,"caption":"Gantner Instruments"},"image":{"@id":"https:\/\/wordpress-113628-2737190.cloudwaysapps.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/Gantner.Instruments\/","https:\/\/x.com\/gantnerinst","https:\/\/www.linkedin.com\/company\/989261\/admin\/","https:\/\/www.youtube.com\/channel\/UC9uIPaqfz96Iz6ZD2qf89Hw","https:\/\/www.instagram.com\/gantner_instruments\/"]},{"@type":"Person","@id":"https:\/\/wordpress-113628-2737190.cloudwaysapps.com\/#\/schema\/person\/30efac63bf4bffc8e3c43a87a3d04b13","name":"Ferial-INS-01@gantner-instruments.com"}]}},"_links":{"self":[{"href":"https:\/\/www.gantner-instruments.com\/fr\/wp-json\/wp\/v2\/post\/91971","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.gantner-instruments.com\/fr\/wp-json\/wp\/v2\/post"}],"about":[{"href":"https:\/\/www.gantner-instruments.com\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.gantner-instruments.com\/fr\/wp-json\/wp\/v2\/users\/32"}],"replies":[{"embeddable":true,"href":"https:\/\/www.gantner-instruments.com\/fr\/wp-json\/wp\/v2\/comments?post=91971"}],"version-history":[{"count":0,"href":"https:\/\/www.gantner-instruments.com\/fr\/wp-json\/wp\/v2\/post\/91971\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.gantner-instruments.com\/fr\/wp-json\/wp\/v2\/media\/91891"}],"wp:attachment":[{"href":"https:\/\/www.gantner-instruments.com\/fr\/wp-json\/wp\/v2\/media?parent=91971"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.gantner-instruments.com\/fr\/wp-json\/wp\/v2\/categories?post=91971"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.gantner-instruments.com\/fr\/wp-json\/wp\/v2\/tags?post=91971"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}