{"id":169845,"date":"2024-05-24T10:00:18","date_gmt":"2024-05-24T09:00:18","guid":{"rendered":"https:\/\/datascientest.com\/es\/?p=169845"},"modified":"2024-05-24T10:01:13","modified_gmt":"2024-05-24T09:01:13","slug":"todo-lo-que-necesita-saber-sobre-python-fugue","status":"publish","type":"post","link":"https:\/\/datascientest.com\/es\/todo-lo-que-necesita-saber-sobre-python-fugue","title":{"rendered":"Python Fugue: Todo sobre esta librer\u00eda"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"169845\" class=\"elementor elementor-169845\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9c08e75 e-flex e-con-boxed e-con\" data-id=\"9c08e75\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1050b00 elementor-widget elementor-widget-text-editor\" data-id=\"1050b00\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<h2><b>La continua evoluci\u00f3n de las tecnolog\u00edas de procesamiento de datos ha llevado a la aparici\u00f3n de soluciones innovadoras que buscan simplificar la complejidad inherente a la gesti\u00f3n y an\u00e1lisis de vastos conjuntos de datos. Entre estas innovaciones, Python Fugue se destaca como una biblioteca poderosa que permite a los Cient\u00edficos de Datos e ingenieros desarrollar aplicaciones de c\u00f3mputo distribuido de manera m\u00e1s intuitiva y eficiente.<\/b><\/h2>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e2b86e2 elementor-widget elementor-widget-text-editor\" data-id=\"e2b86e2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">El enfoque principal de <\/span><b>Fugue <\/b><span style=\"font-weight: 400;\">es promover una <\/span><b>escritura de c\u00f3digo una vez<\/b><span style=\"font-weight: 400;\">, ejecutable en cualquier lugar, sin modificaciones, independientemente de la plataforma de c\u00f3mputo distribuido elegida. Esto es posible gracias a su <a href=\"https:\/\/datascientest.com\/es\/api-que-es-y-para-que-sirve\">API<\/a> que abstrae las especificidades de cada motor de ejecuci\u00f3n, permitiendo a los usuarios beneficiarse de una flexibilidad y portabilidad sin igual para sus aplicaciones. Al adoptar Fugue, los desarrolladores pueden f\u00e1cilmente transformar <\/span><b>scripts<\/b><span style=\"font-weight: 400;\"> de <a href=\"https:\/\/datascientest.com\/es\/pandas-python\">Pandas<\/a> en tareas distribuidas a gran escala, optimizando el rendimiento y la eficiencia sin necesitar una experiencia profunda de los diferentes sistemas de c\u00f3mputo distribuido.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ca54a23 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"ca54a23\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/datascientest.com\/es\/formacion-data-scientist\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">M\u00e1s informaci\u00f3n sobre Python Fugue<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d977478 e-flex e-con-boxed e-con\" data-id=\"d977478\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dee9f06 elementor-widget elementor-widget-heading\" data-id=\"dee9f06\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h3 class=\"elementor-heading-title elementor-size-default\">Caracter\u00edsticas de Fugue<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-de2ad81 elementor-widget elementor-widget-text-editor\" data-id=\"de2ad81\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">La adopci\u00f3n de Fugue en el campo del procesamiento de datos representa un punto de inflexi\u00f3n significativo gracias a sus caracter\u00edsticas \u00fanicas. La siguiente tabla detalla las caracter\u00edsticas principales de Fugue.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-90210fb e-flex e-con-boxed e-con\" data-id=\"90210fb\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-ac51397 e-con-full e-flex e-con\" data-id=\"ac51397\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2a18462 elementor-widget elementor-widget-image\" data-id=\"2a18462\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/es\/files\/2024\/04\/image1-2.png\" class=\"attachment-large size-large wp-image-169857\" alt=\"\" srcset=\"https:\/\/datascientest.com\/es\/files\/2024\/04\/image1-2.png 512w, https:\/\/datascientest.com\/es\/files\/2024\/04\/image1-2-300x300.png 300w, https:\/\/datascientest.com\/es\/files\/2024\/04\/image1-2-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fcfe44f e-con-full e-flex e-con\" data-id=\"fcfe44f\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dbc0d21 elementor-widget elementor-widget-heading\" data-id=\"dbc0d21\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Abstracci\u00f3n sin servidor<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f4f74da e-con-full e-flex e-con\" data-id=\"f4f74da\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2b47540 elementor-widget elementor-widget-text-editor\" data-id=\"2b47540\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Fugue permite escribir aplicaciones de c\u00f3mputo distribuido sin preocuparse del servidor o del <\/span><b>entorno de ejecuci\u00f3n subyacente<\/b><span style=\"font-weight: 400;\">. Esto significa que el c\u00f3digo escrito para Fugue puede ejecutarse en diferentes motores como <\/span><a href=\"https:\/\/datascientest.com\/es\/pyspark-todo-sobre-la-biblioteca-python\"><span style=\"font-weight: 400;\">Spark<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/dask.org\/\"><span style=\"font-weight: 400;\">Dask<\/span><\/a><span style=\"font-weight: 400;\">, o de forma <\/span><b>local<\/b><span style=\"font-weight: 400;\">, <\/span><b>sin modificaciones<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-eb42d32 e-flex e-con-boxed e-con\" data-id=\"eb42d32\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-ee7f0aa e-con-full e-flex e-con\" data-id=\"ee7f0aa\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9820193 elementor-widget elementor-widget-image\" data-id=\"9820193\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/es\/files\/2024\/04\/image6-2.png\" class=\"attachment-large size-large wp-image-169858\" alt=\"\" srcset=\"https:\/\/datascientest.com\/es\/files\/2024\/04\/image6-2.png 512w, https:\/\/datascientest.com\/es\/files\/2024\/04\/image6-2-300x300.png 300w, https:\/\/datascientest.com\/es\/files\/2024\/04\/image6-2-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-43b4306 e-con-full e-flex e-con\" data-id=\"43b4306\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8b257aa elementor-widget elementor-widget-heading\" data-id=\"8b257aa\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Interfaz intuitiva<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-44174f1 e-con-full e-flex e-con\" data-id=\"44174f1\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e71e285 elementor-widget elementor-widget-text-editor\" data-id=\"e71e285\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Su interfaz est\u00e1 dise\u00f1ada para ser <\/span><b>intuitiva<\/b><span style=\"font-weight: 400;\"> para los usuarios de Pandas y Spark, permitiendo una transici\u00f3n suave hacia el c\u00f3mputo distribuido sin necesitar una curva de aprendizaje abrupta.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8812b73 e-flex e-con-boxed e-con\" data-id=\"8812b73\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-8b39d7a e-con-full e-flex e-con\" data-id=\"8b39d7a\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-82480b0 elementor-widget elementor-widget-image\" data-id=\"82480b0\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/es\/files\/2024\/04\/image3-2-1.png\" class=\"attachment-large size-large wp-image-169859\" alt=\"\" srcset=\"https:\/\/datascientest.com\/es\/files\/2024\/04\/image3-2-1.png 512w, https:\/\/datascientest.com\/es\/files\/2024\/04\/image3-2-1-300x300.png 300w, https:\/\/datascientest.com\/es\/files\/2024\/04\/image3-2-1-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7e55e4e e-con-full e-flex e-con\" data-id=\"7e55e4e\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8bf504e elementor-widget elementor-widget-heading\" data-id=\"8bf504e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Soporte de m\u00faltiples motores de ejecuci\u00f3n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4343ef6 e-con-full e-flex e-con\" data-id=\"4343ef6\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-acc7a0c elementor-widget elementor-widget-text-editor\" data-id=\"acc7a0c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Fugue es compatible con una variedad de <\/span><b>motores de ejecuci\u00f3n<\/b><span style=\"font-weight: 400;\">, ofreciendo a los usuarios la flexibilidad de elegir el entorno m\u00e1s adecuado a sus necesidades espec\u00edficas, ya sean de rendimiento, coste, u otros criterios.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5e1bd17 e-flex e-con-boxed e-con\" data-id=\"5e1bd17\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-b3edf53 e-con-full e-flex e-con\" data-id=\"b3edf53\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-93c480f elementor-widget elementor-widget-image\" data-id=\"93c480f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/es\/files\/2024\/04\/image8.png\" class=\"attachment-large size-large wp-image-169860\" alt=\"\" srcset=\"https:\/\/datascientest.com\/es\/files\/2024\/04\/image8.png 512w, https:\/\/datascientest.com\/es\/files\/2024\/04\/image8-300x300.png 300w, https:\/\/datascientest.com\/es\/files\/2024\/04\/image8-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5795b0e e-con-full e-flex e-con\" data-id=\"5795b0e\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aa6728d elementor-widget elementor-widget-heading\" data-id=\"aa6728d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Independencia del lenguaje<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d097100 e-con-full e-flex e-con\" data-id=\"d097100\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e55dc58 elementor-widget elementor-widget-text-editor\" data-id=\"e55dc58\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Aunque dise\u00f1ado en Python, Fugue permite integrar funciones escritas en <\/span><b>otros idiomas<\/b><span style=\"font-weight: 400;\">, como <a href=\"https:\/\/datascientest.com\/es\/sql-todo-lo-que-necesitas-saber-sobre-el-lenguaje-de-programacion-de-bases-de-datos\">SQL<\/a>, aumentando as\u00ed la versatilidad y potencia de las aplicaciones desarrolladas.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c93fcd7 e-flex e-con-boxed e-con\" data-id=\"c93fcd7\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-b2d005b e-con-full e-flex e-con\" data-id=\"b2d005b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6ca6162 elementor-widget elementor-widget-image\" data-id=\"6ca6162\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/es\/files\/2024\/04\/image7.png\" class=\"attachment-large size-large wp-image-169861\" alt=\"\" srcset=\"https:\/\/datascientest.com\/es\/files\/2024\/04\/image7.png 512w, https:\/\/datascientest.com\/es\/files\/2024\/04\/image7-300x300.png 300w, https:\/\/datascientest.com\/es\/files\/2024\/04\/image7-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1f7d738 e-con-full e-flex e-con\" data-id=\"1f7d738\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b6cf8f8 elementor-widget elementor-widget-heading\" data-id=\"b6cf8f8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Extensi\u00f3n y personalizaci\u00f3n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c9d4bac e-con-full e-flex e-con\" data-id=\"c9d4bac\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f343611 elementor-widget elementor-widget-text-editor\" data-id=\"f343611\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Fugue proporciona un conjunto de <\/span><b>extensiones<\/b><span style=\"font-weight: 400;\"> y <\/span><b>plugins<\/b><span style=\"font-weight: 400;\">, permitiendo a los usuarios personalizar y extender la funcionalidad.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-27b584d e-flex e-con-boxed e-con\" data-id=\"27b584d\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-b9c3b62 e-con-full e-flex e-con\" data-id=\"b9c3b62\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7dde2bc elementor-widget elementor-widget-image\" data-id=\"7dde2bc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/es\/files\/2024\/04\/image2-2-1.png\" class=\"attachment-large size-large wp-image-169862\" alt=\"\" srcset=\"https:\/\/datascientest.com\/es\/files\/2024\/04\/image2-2-1.png 512w, https:\/\/datascientest.com\/es\/files\/2024\/04\/image2-2-1-300x300.png 300w, https:\/\/datascientest.com\/es\/files\/2024\/04\/image2-2-1-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f0416c6 e-con-full e-flex e-con\" data-id=\"f0416c6\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b12c7e7 elementor-widget elementor-widget-heading\" data-id=\"b12c7e7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Optimizaci\u00f3n del rendimiento<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-de7e733 e-con-full e-flex e-con\" data-id=\"de7e733\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-401afc5 elementor-widget elementor-widget-text-editor\" data-id=\"401afc5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Gracias a su capacidad para <\/span><b>abstraer los detalles de bajo nivel<\/b><span style=\"font-weight: 400;\">, Fugue optimiza autom\u00e1ticamente las tareas para el motor de ejecuci\u00f3n elegido, mejorando as\u00ed el rendimiento sin esfuerzo adicional por parte del desarrollador.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a7f1c3a e-flex e-con-boxed e-con\" data-id=\"a7f1c3a\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-107379f e-con-full e-flex e-con\" data-id=\"107379f\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-662b9da elementor-widget elementor-widget-image\" data-id=\"662b9da\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/es\/files\/2024\/04\/image4-2-1.png\" class=\"attachment-large size-large wp-image-169863\" alt=\"\" srcset=\"https:\/\/datascientest.com\/es\/files\/2024\/04\/image4-2-1.png 512w, https:\/\/datascientest.com\/es\/files\/2024\/04\/image4-2-1-300x300.png 300w, https:\/\/datascientest.com\/es\/files\/2024\/04\/image4-2-1-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-038fb0e e-con-full e-flex e-con\" data-id=\"038fb0e\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-39885cb elementor-widget elementor-widget-heading\" data-id=\"39885cb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Simplicidad de migraci\u00f3n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c62201f e-con-full e-flex e-con\" data-id=\"c62201f\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e10ab83 elementor-widget elementor-widget-text-editor\" data-id=\"e10ab83\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">La <\/span><b>migraci\u00f3n<\/b><span style=\"font-weight: 400;\"> de scripts existentes de procesamiento de datos a un entorno de c\u00f3mputo distribuido es facilitada, reduciendo significativamente el tiempo y los recursos necesarios para adaptar aplicaciones a gran escala.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-95349e3 e-flex e-con-boxed e-con\" data-id=\"95349e3\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f978f97 elementor-widget elementor-widget-heading\" data-id=\"f978f97\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Ejemplo de uso de Fugue<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9fe8672 elementor-widget elementor-widget-text-editor\" data-id=\"9fe8672\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Veamos un ejemplo pr\u00e1ctico que ilustra el uso de Fugue para construir y desplegar un simple modelo de aprendizaje autom\u00e1tico en diferentes motores de ejecuci\u00f3n. Este ejemplo demuestra la polivalencia de Fugue al permitir a los usuarios ejecutar el mismo c\u00f3digo de ML en entornos <\/span><b>locales<\/b><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/spark.apache.org\/\"><span style=\"font-weight: 400;\">Spark<\/span><\/a><span style=\"font-weight: 400;\">, o Dask, sin modificaciones sustanciales.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56024e4 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"56024e4\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/datascientest.com\/es\/formacion-data-scientist\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Dominar Python Fugue<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-70f251d elementor-widget elementor-widget-heading\" data-id=\"70f251d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">1. Creaci\u00f3n de un conjunto de datos ficticio<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-546b829 elementor-widget elementor-widget-text-editor\" data-id=\"546b829\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Comencemos por crear un DataFrame de Pandas simple para simular un conjunto de datos de precios de apartamentos, con caracter\u00edsticas como el tama\u00f1o del apartamento (en metros cuadrados), la distancia hasta el centro de la ciudad (en kil\u00f3metros) y su precio.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-38a3440 elementor-widget elementor-widget-code-highlight\" data-id=\"38a3440\" data-element_type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"prismjs-okaidia  word-wrap\">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-python \">\n\t\t\t\t<code readonly=\"true\" class=\"language-python\">\n\t\t\t\t\t<xmp>import pandas as pd\r\n\r\n# Creaci\u00f3n de un DataFrame de ejemplo\r\ndata = {\r\n    \"size\": [50, 60, 70, 80, 90],\r\n    \"distance\": [5, 3, 2, 8, 7],\r\n    \"price\": [250000, 270000, 290000, 200000, 230000]\r\n}\r\n\r\ndf = pd.DataFrame(data)<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-47a024e elementor-widget elementor-widget-heading\" data-id=\"47a024e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">2. Preparaci\u00f3n de los datos y entrenamiento del modelo<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1c08f0 elementor-widget elementor-widget-text-editor\" data-id=\"a1c08f0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Ahora definamos una funci\u00f3n que tomar\u00e1 el DataFrame como entrada, preparar\u00e1 los datos para el entrenamiento, entrenar\u00e1 un modelo de regresi\u00f3n lineal simple y devolver\u00e1 los coeficientes del modelo.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-841c693 elementor-widget elementor-widget-code-highlight\" data-id=\"841c693\" data-element_type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"prismjs-okaidia  word-wrap\">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-python \">\n\t\t\t\t<code readonly=\"true\" class=\"language-python\">\n\t\t\t\t\t<xmp>from sklearn.model_selection import train_test_split\r\nfrom sklearn.linear_model import LinearRegression\r\n\r\ndef train_model(df: pd.DataFrame) -> pd.DataFrame:\r\n    X = df[[\"size\", \"distance\"]]\r\n    y = df[\"price\"]\r\n    \r\n    # Divisi\u00f3n de los datos en conjuntos de entrenamiento y de prueba\r\n    X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\r\n    \r\n    # Entrenamiento del modelo de regresi\u00f3n lineal\r\n    model = LinearRegression()\r\n    model.fit(X_train, y_train)\r\n    \r\n    # Devolvemos los coeficientes del modelo\r\n    return pd.DataFrame({\r\n        \"coef\": [\"intercept\", \"size\", \"distance\"],\r\n        \"value\": [model.intercept_, *modele.coef_]\r\n    })\r\n<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-30bc1ac elementor-widget elementor-widget-heading\" data-id=\"30bc1ac\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">3. Ejecuci\u00f3n en diferentes motores con Fugue<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74d34b1 elementor-widget elementor-widget-text-editor\" data-id=\"74d34b1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Con Fugue, ahora vamos a ejecutar la funci\u00f3n de entrenamiento del modelo en varios motores de ejecuci\u00f3n sin cambiar el c\u00f3digo.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-db0e2d7 elementor-widget elementor-widget-code-highlight\" data-id=\"db0e2d7\" data-element_type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"prismjs-okaidia  \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-javascript \">\n\t\t\t\t<code readonly=\"true\" class=\"language-javascript\">\n\t\t\t\t\t<xmp>from fugue import FugueWorkflow\r\n\r\n# Ejecuci\u00f3n en Spark\r\n# Es posible indicar otro motor de ejecuci\u00f3n como Dask o Ray.\r\n# Si no se indica, la ejecuci\u00f3n ser\u00e1 local \r\nwith FugueWorkflow(engine=\u201dspark\u201d) as dag:\r\n    df_initial = dag.df(df)\r\n    results = df_initial.transform(train_model)\r\n    results.show()<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-16b82da elementor-widget elementor-widget-text-editor\" data-id=\"16b82da\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Este ejemplo ilustra c\u00f3mo Fugue simplifica el proceso de construcci\u00f3n y despliegue de modelos de aprendizaje autom\u00e1tico en diferentes entornos de c\u00f3mputo.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0924f83 e-flex e-con-boxed e-con\" data-id=\"0924f83\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-26ecd31 elementor-widget elementor-widget-heading\" data-id=\"26ecd31\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Para concluir<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d00c9e elementor-widget elementor-widget-text-editor\" data-id=\"6d00c9e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Fugue resulta ser una herramienta <\/span><b>poderosa<\/b><span style=\"font-weight: 400;\"> y <\/span><b>vers\u00e1til<\/b><span style=\"font-weight: 400;\"> para la manipulaci\u00f3n y el an\u00e1lisis de datos a gran escala, as\u00ed como para el desarrollo y despliegue de modelos de aprendizaje autom\u00e1tico. Gracias a su capacidad para abstraer las co<\/span> <span style=\"font-weight: 400;\">plejidades de los diferentes motores de ejecuci\u00f3n, permite a los Cient\u00edficos de Datos y desarrolladores concentrarse plenamente en la resoluci\u00f3n de problemas de negocio, sin verse obstaculizados por los detalles t\u00e9cnicos relacionados con la infraestructura subyacente.<\/span><\/p><p><span style=\"font-weight: 400;\">Fugue se posiciona, por lo tanto, no solo como un <\/span><b>facilitador t\u00e9cnico<\/b><span style=\"font-weight: 400;\">, sino tambi\u00e9n como un <\/span><b>catalizador de innovaci\u00f3n<\/b><span style=\"font-weight: 400;\">, abriendo posibilidades anteriormente inaccesibles debido a la complejidad t\u00e9cnica. Al hacer accesible y manejable el c\u00f3mputo distribuido, Fugue fomenta la experimentaci\u00f3n, colaboraci\u00f3n y eficiencia en el desarrollo de soluciones de datos.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1bb2750 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"1bb2750\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/datascientest.com\/es\/formacion-data-scientist\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Formaci\u00f3n en Python Fugue<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b64dd29 elementor-widget elementor-widget-html\" data-id=\"b64dd29\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\r\n{\r\n  \"@context\": \"https:\/\/schema.org\",\r\n  \"@type\": \"FAQPage\",\r\n  \"mainEntity\": [{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"\u00bfQu\u00e9 es Python Fugue?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"El enfoque principal de Fugue es promover una escritura de c\u00f3digo una vez, ejecutable en cualquier lugar, sin modificaciones, independientemente de la plataforma de c\u00f3mputo distribuido elegida. Esto es posible gracias a su API que abstrae las especificidades de cada motor de ejecuci\u00f3n, permitiendo a los usuarios beneficiarse de una flexibilidad y portabilidad sin igual para sus aplicaciones.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"\u00bfPor qu\u00e9 utilizar Fugue ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Con la adopci\u00f3n de Fugue, los desarrolladores pueden transformar f\u00e1cilmente los scripts de Pandas en tareas distribuidas a gran escala, maximizando el rendimiento y la eficiencia sin necesidad de conocimientos profundos sobre diferentes sistemas inform\u00e1ticos distribuidos.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Casos de uso de Fugue\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Fugue se posiciona, por lo tanto, no solo como un facilitador t\u00e9cnico, sino tambi\u00e9n como un catalizador de innovaci\u00f3n, abriendo posibilidades anteriormente inaccesibles debido a la complejidad t\u00e9cnica. Al hacer accesible y manejable el c\u00f3mputo distribuido, Fugue fomenta la experimentaci\u00f3n, colaboraci\u00f3n y eficiencia en el desarrollo de soluciones de datos.\"\r\n    }\r\n  }]\r\n}\r\n<\/script>\r\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>La continua evoluci\u00f3n de las tecnolog\u00edas de procesamiento de datos ha llevado a la aparici\u00f3n de soluciones innovadoras que buscan simplificar la complejidad inherente a la gesti\u00f3n y an\u00e1lisis de vastos conjuntos de datos. Entre estas innovaciones, Python Fugue se destaca como una biblioteca poderosa que permite a los Cient\u00edficos de Datos e ingenieros desarrollar [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":169847,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2427],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python Fugue: Todo sobre esta librer\u00eda<\/title>\n<meta name=\"description\" content=\"La evoluci\u00f3n de las tecnolog\u00edas de procesamiento de datos ha dado lugar a la aparici\u00f3n de soluciones innovadoras destinadas a simplificar la complejidad inherente como Python Fugue.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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