{"id":6415,"date":"2021-06-10T06:04:46","date_gmt":"2021-06-10T06:04:46","guid":{"rendered":"http:\/\/www.fditf.com\/bi\/?p=6415"},"modified":"2023-04-14T18:06:06","modified_gmt":"2023-04-14T18:06:06","slug":"que-es-dbt-data-build-tool","status":"publish","type":"post","link":"https:\/\/www.fditf.com\/bi\/dbt\/que-es-dbt-data-build-tool\/","title":{"rendered":"\u25b6 Qu\u00e9 es DBT (data build tool)"},"content":{"rendered":"<p>DBT (data build tool) es una <a href=\"https:\/\/www.getdbt.com\/\" target=\"_blank\" rel=\"noopener\">librer\u00eda en python<\/a> creada por la compa\u00f1\u00eda Fishtown Analytics (<a href=\"https:\/\/www.fishtownanalytics.com\/\" target=\"_blank\" rel=\"noopener\">https:\/\/www.fishtownanalytics.com\/<\/a>). La versi\u00f3n m\u00e1s reciente (Junio de 2021) es <a href=\"https:\/\/pypi.org\/project\/dbt\/\" target=\"_blank\" rel=\"noopener\">dbt 0.19.1.<\/a> Y es una gran herramienta para administrar las transformaciones y an\u00e1lisis que ocurren en una base de datos. En t\u00e9rminos generales, dbt es una herramienta de gobierno de datos.<\/p>\n<h2>C\u00f3mo funciona dbt (data build tool)<\/h2>\n<p>Con el auge de las tecnolog\u00edas en la nube (GCP, AWS, Alibaba Cloud, Huawei Cloud), se ha facilitado la implementaci\u00f3n y uso de bases de datos para muchas compa\u00f1\u00edas (ya que las soluciones son m\u00e1s r\u00e1pidas y financieramente m\u00e1s accesibles). Sin embargo, el uso de las mismas es raramente organizado de manera sostenible, pues no exist\u00edan herramientas que facilitaran estas actividades. \u00bfD\u00f3nde era visible esta desorganizaci\u00f3n? Muchos analistas haciendo m\u00faltiples consultas que no quedan documentadas en ning\u00fan lugar.<\/p>\n<p>Por ejemplo, en un proceso standard de ETL (extract, transform, load), tomas datos de una fuente y los llevas a la base de datos (extract), los transformas (limpiando datos, a\u00f1adiendo referencias) y los cargas en una herramienta de BI para su an\u00e1lisis\/uso. El proceso de extracci\u00f3n termina con los datos en bruto cargados en la base de datos (raw), y el proceso de transformaci\u00f3n, es decir, todos los queries\/consultas que apuntan a esos datos en bruto, se queda casi siempre hueco, pues esas consultas no quedan en ning\u00fan lugar. Desde luego, esas consultas\/queries tienen lugar en la base de datos, y probablemente quedan grabadas en las herramientas, pero en general estas consultas no est\u00e1n organizadas ni documentadas.<\/p>\n<p>DBT permite gobernar estas consultas (haciendo un control de versiones en un repositorio, en general con github, gitlab, bitbucket), y tambi\u00e9n permite documentarlas de manera organizada y simplificada.<\/p>\n<p>Esta es la forma en la que opera DBT:<\/p>\n<ul>\n<li>Cada consulta es un modelo. Por ejemplo: &#8220;SELECT <span style=\"color: #0000ff;\">FIELD_A<\/span>, <span style=\"color: #0000ff;\">FIELD_B<\/span> FROM <span style=\"color: #ff0000;\">RAW_DATA<\/span>&#8220;<\/li>\n<li>Este modelo se puede materializar en una tabla o una vista.<\/li>\n<li>A esta tabla o vista, le corresponde un bloque de documentaci\u00f3n donde se asocia:\n<ul>\n<li>La descripci\u00f3n de la consulta (\u00bfpara qu\u00e9 sirve?)<\/li>\n<li>La descripci\u00f3n de cada campo (indicando todos los detalles posibles)<\/li>\n<li>Tests sobre los datos, mismos que ayudan a asegurar la calidad de la informaci\u00f3n.<\/li>\n<\/ul>\n<\/li>\n<li>Los modelos y fuentes de datos (RAW) se pueden referenciar de manera sistem\u00e1tica y despu\u00e9s se pueden visualizar las dependencias de manera gr\u00e1fica.<\/li>\n<\/ul>\n<h2>C\u00f3mo se ejecuta DBT<\/h2>\n<p>Al d\u00eda de hoy, es posible ejecutar DBT de tres maneras:<\/p>\n<ul>\n<li>En DBT cloud. Puedes crear tu cuenta aqu\u00ed: <a href=\"https:\/\/www.getdbt.com\/\" target=\"_blank\" rel=\"noopener\">https:\/\/www.getdbt.com\/<\/a><\/li>\n<li>Debido a que dbt es open source, puedes ejecutarlo desde tu m\u00e1quina: <a href=\"https:\/\/docs.getdbt.com\/tutorial\/create-a-project-dbt-cli\" target=\"_blank\" rel=\"noopener\">https:\/\/docs.getdbt.com\/tutorial\/create-a-project-dbt-cli<\/a><\/li>\n<li>En una arquitectura distinta, puedes ejecutarlo en conjunto con un scheduler (Jenkins, Airflow, etc).<\/li>\n<\/ul>\n<h2>Recomendaciones para empezar con DBT.<\/h2>\n<p>Probablemente est\u00e9s interesado en usar DBT. Te recomiendo ampliamente empezar por el curso introductorio que ofrece de manera gratuita Fishtown Analytics: <a href=\"https:\/\/courses.getdbt.com\/courses\/fundamentals\" target=\"_blank\" rel=\"noopener\">https:\/\/courses.getdbt.com\/courses\/fundamentals<\/a>. En este curso aprender\u00e1s los b\u00e1sicos y un poco m\u00e1s. Y en este blog seguir\u00e9 a\u00f1adiendo material relativo al uso de la herramienta.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-6418\" src=\"https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2021\/06\/dbt-fundamentals.png\" alt=\"dbt fundamentals\" width=\"533\" height=\"461\" srcset=\"https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2021\/06\/dbt-fundamentals.png 533w, https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2021\/06\/dbt-fundamentals-300x259.png 300w, https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2021\/06\/dbt-fundamentals-312x270.png 312w\" sizes=\"auto, (max-width: 533px) 100vw, 533px\" \/><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>DBT (data build tool) es una librer\u00eda en python creada por la compa\u00f1\u00eda Fishtown Analytics (https:\/\/www.fishtownanalytics.com\/). La versi\u00f3n m\u00e1s reciente (Junio de 2021) es dbt 0.19.1. Y es una gran herramienta para administrar las transformaciones y an\u00e1lisis que ocurren en <a href=\"https:\/\/www.fditf.com\/bi\/dbt\/que-es-dbt-data-build-tool\/\" class=\"read-more\">Read More &#8230;<\/a><\/p>\n","protected":false},"author":1,"featured_media":6420,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[252],"tags":[254,253],"class_list":["post-6415","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dbt","tag-data-build-tool","tag-dbt"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u25b6 Qu\u00e9 es DBT (data build tool) - Business Intelligence MX<\/title>\n<meta name=\"description\" content=\"DBT (data build tool), conoce los detalles generales de una gran herramienta de gobierno de datos en python creada por Fishtown Analytics\" \/>\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.fditf.com\/bi\/dbt\/que-es-dbt-data-build-tool\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Qu\u00e9 es DBT (data build tool)\" \/>\n<meta property=\"og:description\" content=\"C\u00f3mo funciona dbt (data build tool)\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.fditf.com\/bi\/dbt\/que-es-dbt-data-build-tool\/\" \/>\n<meta property=\"og:site_name\" content=\"Business Intelligence MX\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/excelyfinanzasmx\/\" \/>\n<meta property=\"article:published_time\" content=\"2021-06-10T06:04:46+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-04-14T18:06:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2021\/06\/dbt.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"900\" \/>\n\t<meta property=\"og:image:height\" content=\"900\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"V\u00edctor Urbina\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Qu\u00e9 es DBT (data build tool)\" \/>\n<meta name=\"twitter:description\" content=\"C\u00f3mo funciona dbt (data build tool)\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2021\/06\/dbt.jpg\" \/>\n<meta name=\"twitter:creator\" content=\"@excelfinanzasMX\" \/>\n<meta name=\"twitter:site\" content=\"@excelfinanzasMX\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"V\u00edctor Urbina\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.fditf.com\/bi\/dbt\/que-es-dbt-data-build-tool\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.fditf.com\/bi\/dbt\/que-es-dbt-data-build-tool\/\"},\"author\":{\"name\":\"V\u00edctor Urbina\",\"@id\":\"https:\/\/www.fditf.com\/bi\/#\/schema\/person\/ff30cbd17d9f746cacb687d5332924c5\"},\"headline\":\"\u25b6 Qu\u00e9 es DBT (data build tool)\",\"datePublished\":\"2021-06-10T06:04:46+00:00\",\"dateModified\":\"2023-04-14T18:06:06+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.fditf.com\/bi\/dbt\/que-es-dbt-data-build-tool\/\"},\"wordCount\":553,\"publisher\":{\"@id\":\"https:\/\/www.fditf.com\/bi\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.fditf.com\/bi\/dbt\/que-es-dbt-data-build-tool\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2021\/06\/dbt.jpg\",\"keywords\":[\"data build tool\",\"dbt\"],\"articleSection\":[\"dbt\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.fditf.com\/bi\/dbt\/que-es-dbt-data-build-tool\/\",\"url\":\"https:\/\/www.fditf.com\/bi\/dbt\/que-es-dbt-data-build-tool\/\",\"name\":\"\u25b6 Qu\u00e9 es DBT (data build tool) - 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