{"id":52634,"date":"2025-10-29T12:33:24","date_gmt":"2025-10-29T11:33:24","guid":{"rendered":"https:\/\/www.carolinacampalans.com\/?post_type=epkb_post_type_1&#038;p=52634"},"modified":"2026-03-10T20:31:54","modified_gmt":"2026-03-10T19:31:54","slug":"mongodb","status":"publish","type":"epkb_post_type_1","link":"https:\/\/www.carolinacampalans.com\/?epkb_post_type_1=mongodb","title":{"rendered":"MongoDB"},"content":{"rendered":"<div class=\"ttr_start\"><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p>Un sistema de gesti\u00f3n de bases de datos NoSQL orientado a documentos.<\/p>\n<\/div><div class=\"fusion-text fusion-text-2\">\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:1.5;\">Descripci\u00f3n<\/h2><\/div><div class=\"fusion-text fusion-text-3\"><p>MongoDB es una de las bases de datos NoSQL m\u00e1s populares, conocida por su flexibilidad y escalabilidad.<\/p>\n<\/div><div class=\"fusion-text fusion-text-4\"><h3><span class=\"ez-toc-section\" id=\"Caracteristicas_principales\"><\/span>Caracter\u00edsticas principales<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h4><span class=\"ez-toc-section\" id=\"Orientada_a_documentos\"><\/span>Orientada a documentos<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>A diferencia de las bases de datos relacionales (como MySQL o PostgreSQL) que usan tablas y filas, MongoDB utiliza colecciones y documentos.<\/p>\n<ul>\n<li><b>Documento:<\/b> Es la unidad b\u00e1sica de almacenamiento en MongoDB. Los documentos se almacenan en formato BSON (una representaci\u00f3n binaria de JSON), lo que permite almacenar datos de manera rica y estructurada.<\/li>\n<li><b>Colecci\u00f3n:<\/b> Es el equivalente a una tabla en una base de datos relacional. Una colecci\u00f3n es un grupo de documentos.<\/li>\n<li><b>Esquema flexible:<\/b> Los documentos en una misma colecci\u00f3n no tienen que compartir la misma estructura de campos. Esto permite una gran agilidad al desarrollar y modificar aplicaciones, ya que no se necesita definir un esquema r\u00edgido de antemano.<\/li>\n<\/ul>\n<blockquote>\n<p><b>Ejemplo:<\/b> En un solo documento JSON podemos almacenar toda la informaci\u00f3n de un usuario, incluyendo sus nombres, direcci\u00f3n y una lista de sus pedidos, todo en una sola estructura.<\/p>\n<\/blockquote>\n<h4><span class=\"ez-toc-section\" id=\"Escalabilidad_horizontal\"><\/span>Escalabilidad horizontal<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>MongoDB est\u00e1 dise\u00f1ado para la escalabilidad horizontal mediante una t\u00e9cnica llamada <i>sharding<\/i>.<\/p>\n<ul>\n<li><b>Sharding:<\/b> Consiste en distribuir grandes datasets a trav\u00e9s de m\u00faltiples servidores (o <i>shards<\/i>). Esto permite manejar vol\u00famenes de datos y cargas de tr\u00e1fico masivas que un solo servidor no podr\u00eda soportar.<\/li>\n<\/ul>\n<h4><span class=\"ez-toc-section\" id=\"Alto_rendimiento\"><\/span>Alto rendimiento<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Utiliza un motor de almacenamiento que soporta b\u00fasquedas e indexaci\u00f3n r\u00e1pida, lo que la hace ideal para aplicaciones que requieren una alta velocidad de lectura y escritura.<\/p>\n<\/div><div class=\"fusion-text fusion-text-5\"><h3><span class=\"ez-toc-section\" id=\"Utilidad\"><\/span>Utilidad<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>MongoDB es una excelente opci\u00f3n cuando:<\/p>\n<ul>\n<li><b>Se necesita agilidad:<\/b> El esquema de datos evoluciona r\u00e1pidamente (por ejemplo, durante el desarrollo inicial de una aplicaci\u00f3n).<\/li>\n<li><b>Se manejan datos no estructurados o semi-estructurados:<\/b> Como datos de redes sociales, cat\u00e1logos de productos con atributos variables o informaci\u00f3n de sensores.<\/li>\n<li><b>Se requiere escalabilidad extrema:<\/b> Para aplicaciones con un gran volumen de usuarios o datos que necesitan escalar distribuyendo la carga entre muchos servidores.<\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:1.5;\">Enlaces<\/h2><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div ><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-1 fusion-button-span-yes fusion-button-default-type\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.mongodb.com\/es\/lp\/cloud\/atlas\/try4-reg?utm_source=google&amp;utm_campaign=search_gs_pl_evergreen_atlas_core_prosp-brand_gic-null_emea-es_ps-all_desktop_es-es_lead&amp;utm_term=mongodb&amp;utm_medium=cpc_paid_search&amp;utm_ad=p&amp;utm_ad_campaign_id=20378068766&amp;adgroup=154980291241&amp;cq_cmp=20378068766&amp;gad_source=1&amp;gad_campaignid=20378068766&amp;gbraid=0AAAAADQ1403WMM2DMbeFSEcDRWJ3bbOY5&amp;gclid=Cj0KCQjw9obIBhCAARIsAGHm1mSor8mPUM0HhPTzppCCDFVli027PRdNbs1nsj7YHjDr3qD8ZPwXsIEaAsA0EALw_wcB\"><i class=\"fa-globe fas awb-button__icon awb-button__icon--default button-icon-left\" aria-hidden=\"true\"><\/i><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Sitio web<\/span><\/a><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-5 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-6 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:60px;width:100%;\"><div class=\"fusion-separator-border sep-single sep-dotted\" style=\"--awb-height:20px;--awb-amount:20px;border-color:#000000;border-top-width:1px;\"><\/div><\/div><\/div><\/div><\/div><\/div>\n<div 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