{"id":1128,"date":"2021-09-09T13:26:52","date_gmt":"2021-09-09T13:26:52","guid":{"rendered":"https:\/\/tellusant.com\/?p=1128"},"modified":"2025-05-12T17:08:22","modified_gmt":"2025-05-12T17:08:22","slug":"bases-de-datos-de-consulta-computacional","status":"publish","type":"post","link":"https:\/\/tellusant.com\/es\/computational-query-databases\/","title":{"rendered":"Bases de datos computacionales frente a bases de datos de consulta"},"content":{"rendered":"<p>Existen dos tipos principales de bases de datos: las computacionales y las de consulta. Le explicamos la diferencia.<\/p>\n<h1 style=\"font-size: 0.2rem;\">Bases de datos computacionales frente a bases de datos de consulta<\/h1>\n<p class=\"reader-text-block__paragraph\">El a\u00f1o pasado (2020), Tellusant recibi\u00f3 la visita de un inform\u00e1tico. Entre otras cosas, le ense\u00f1amos algunas de nuestras bases de datos. Se qued\u00f3 maravillado y dijo: \"esto es una pasada, \u00a1creo que nunca hab\u00eda visto bases de datos computacionales!\".<\/p>\n<p class=\"reader-text-block__paragraph\">Le preguntamos a qu\u00e9 se refer\u00eda. \"Las bases de datos se utilizan para hacer consultas. Se cortan los datos para encontrar lo que se busca. Se a\u00f1aden c\u00e1lculos complejos a las consultas. Nunca hab\u00eda visto esto tan minuciosamente aplicado\".<\/p>\n<p class=\"reader-text-block__paragraph\">En 2007, uno de nuestros directores tuvo una reacci\u00f3n similar por parte de un desarrollador al que se le encarg\u00f3 el desarrollo de la base de datos C-GIDD.* Fracas\u00f3 y se disculp\u00f3: \"Ni yo ni mi equipo hemos trabajado nunca con c\u00e1lculos tan extensos dentro de las consultas. No es as\u00ed como deben utilizarse las bases de datos\".<\/p>\n<h4 class=\"reader-text-block__heading1\">DEFINICIONES<\/h4>\n<p class=\"reader-text-block__paragraph\">\u00bfCu\u00e1l es la diferencia entre bases de datos computacionales y de consulta? La siguiente tabla ofrece una definici\u00f3n de alto nivel.<\/p>\n<h5><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1130 size-medium\" src=\"https:\/\/tellusant.com\/wp-content\/uploads\/2022\/09\/definitions-300x164.png\" alt=\"Tellusant - Bases de datos computacionales frente a bases de datos de consulta\" width=\"300\" height=\"164\" srcset=\"https:\/\/tellusant.com\/wp-content\/uploads\/2022\/09\/definitions-300x164.png 300w, https:\/\/tellusant.com\/wp-content\/uploads\/2022\/09\/definitions-1024x561.png 1024w, https:\/\/tellusant.com\/wp-content\/uploads\/2022\/09\/definitions-768x421.png 768w, https:\/\/tellusant.com\/wp-content\/uploads\/2022\/09\/definitions-1536x841.png 1536w, https:\/\/tellusant.com\/wp-content\/uploads\/2022\/09\/definitions-2048x1122.png 2048w, https:\/\/tellusant.com\/wp-content\/uploads\/2022\/09\/definitions-1200x657.png 1200w, https:\/\/tellusant.com\/wp-content\/uploads\/2022\/09\/definitions-1980x1084.png 1980w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>Base de datos de consultas<\/h5>\n<p class=\"reader-text-block__paragraph\">Empecemos por las bases de datos de consulta m\u00e1s habituales. La ciencia y las matem\u00e1ticas que las sustentan son bien conocidas y las consultas son, dada la complejidad de su elaboraci\u00f3n, asombrosamente r\u00e1pidas. Pensemos en una b\u00fasqueda en Google.<\/p>\n<p class=\"reader-text-block__paragraph\">En su forma m\u00e1s pura, una base de datos de consulta selecciona un subconjunto de los datos de la base bas\u00e1ndose en una consulta de un usuario (humano o no). Nos encontramos con este tipo de bases de datos muchas veces al d\u00eda.<\/p>\n<p class=\"reader-text-block__paragraph\">Pueden tener algunos c\u00e1lculos no triviales realizados despu\u00e9s de la consulta, pero este no es el objetivo principal.<\/p>\n<h5 class=\"reader-text-block__heading2\">Base de datos inform\u00e1tica<\/h5>\n<p class=\"reader-text-block__paragraph\">En su forma m\u00e1s pura, en una base de datos computacional no hay consultas. Se computa sobre todo el conjunto de datos. En la pr\u00e1ctica, sin embargo, est\u00e1n dominadas por los c\u00e1lculos, pero las consultas tambi\u00e9n desempe\u00f1an un papel importante.<\/p>\n<p class=\"reader-text-block__paragraph\">\u00bfPor qu\u00e9 no separar las dos tareas l\u00f3gicas? Empezar con la consulta y luego hacer el c\u00e1lculo. A menudo es posible, pero no siempre. Para las necesidades de Tellusant, esta separaci\u00f3n no suele ser posible.<\/p>\n<p class=\"reader-text-block__paragraph\">Esto se debe a que nuestros modelos dependen de c\u00e1lculos sobre los datos consultados y los no consultados simult\u00e1neamente. Y tienen que realizar esos c\u00e1lculos con rapidez, para que los usuarios no se sientan frustrados.<\/p>\n<h4 class=\"reader-text-block__heading1\">EJEMPLOS<\/h4>\n<p class=\"reader-text-block__paragraph\">Estimamos que m\u00e1s del 90% de las bases de datos est\u00e1n orientadas a la consulta, pero las bases de datos computacionales est\u00e1n creciendo. Este crecimiento se debe a que los modelos son cada vez m\u00e1s complejos y a que la prestaci\u00f3n de servicios de consulta se est\u00e1 comoditizando.<\/p>\n<p class=\"reader-text-block__paragraph\">Este crecimiento es especialmente el caso de <a href=\"https:\/\/www.linkedin.com\/pulse\/corporate-cognitive-stack-staffan-canback\/\">procesos cognitivos de orden superior<\/a> dentro de las empresas globales, especialmente aquellos procesos que deben actualizarse con frecuencia. Hacer que estos procesos sean m\u00e1s eficaces y precisos es exactamente la misi\u00f3n de Tellusant.<\/p>\n<p class=\"reader-text-block__paragraph\">La tabla siguiente muestra algunos usos computacionales y de consulta de bases de datos.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1131 size-medium\" src=\"https:\/\/tellusant.com\/wp-content\/uploads\/2022\/09\/examples-300x205.png\" alt=\"Tellusant - Bases de datos computacionales frente a bases de datos de consulta\" width=\"300\" height=\"205\" srcset=\"https:\/\/tellusant.com\/wp-content\/uploads\/2022\/09\/examples-300x205.png 300w, https:\/\/tellusant.com\/wp-content\/uploads\/2022\/09\/examples-1024x699.png 1024w, https:\/\/tellusant.com\/wp-content\/uploads\/2022\/09\/examples-768x524.png 768w, https:\/\/tellusant.com\/wp-content\/uploads\/2022\/09\/examples-1536x1048.png 1536w, https:\/\/tellusant.com\/wp-content\/uploads\/2022\/09\/examples-2048x1398.png 2048w, https:\/\/tellusant.com\/wp-content\/uploads\/2022\/09\/examples-1200x819.png 1200w, https:\/\/tellusant.com\/wp-content\/uploads\/2022\/09\/examples-1980x1351.png 1980w, https:\/\/tellusant.com\/wp-content\/uploads\/2022\/09\/examples-612x416.png 612w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p class=\"reader-text-block__paragraph\">Los ejemplos demuestran que las bases de datos inform\u00e1ticas son m\u00e1s importantes cuando los datos son din\u00e1micos, <span class=\"tvm__text--legacy-publishing-emphasis\">y<\/span> Las variables dependen unas de otras. Tambi\u00e9n son ventajosas cuando la consulta de un usuario es \"libre\" y requiere importantes c\u00e1lculos posteriores a la consulta. Es decir, no se pueden tener tablas precalculadas, ya que la base de datos no sabe lo que quiere el usuario.<\/p>\n<div class=\"reader-image-block reader-image-block--resize\">\n<figure class=\"reader-image-block__figure\">\n<div class=\"ivm-image-view-model\">\n<div class=\"ivm-view-attr__img-wrapper ivm-view-attr__img-wrapper--use-img-tag display-flex\" style=\"text-align: center;\">- - -<\/div>\n<\/div>\n<\/figure>\n<\/div>\n<p class=\"reader-text-block__paragraph\">Nuestra experiencia es que las bases de datos computacionales se benefician del alojamiento en la nube y que las herramientas de desarrollo est\u00e1ndar manejan bien los c\u00e1lculos (en nuestro caso, principalmente c\u00f3digo Python aplicado a una base de datos PostgreSQL de MS Azure (tambi\u00e9n realizamos consultas en Python).<\/p>\n<p class=\"reader-text-block__paragraph\">A medida que construyamos nuestra plataforma de aplicaciones, este enfoque ser\u00e1 crucial para nosotros.<\/p>\n<p style=\"text-align: center;\">- - -<\/p>\n<p class=\"reader-text-block__paragraph\">* Adquirida en 2015 por The Economist Group.<\/p>","protected":false},"excerpt":{"rendered":"<p>Lea la perspectiva de Tellusant sobre las opciones de dise\u00f1o l\u00f3gico de bases de datos.<\/p>","protected":false},"author":1,"featured_media":1129,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"cybocfi_hide_featured_image":"","footnotes":"","_links_to":"","_links_to_target":""},"categories":[20],"tags":[],"class_list":["post-1128","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-company-information-category"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Computational vs Query Databases | Tellusant<\/title>\n<meta name=\"description\" content=\"There are two types of databases: computational and query databases. 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