{"id":181,"date":"2019-03-20T19:39:12","date_gmt":"2019-03-20T18:39:12","guid":{"rendered":"http:\/\/aprenderbigdata.com\/?p=181"},"modified":"2025-10-08T23:03:29","modified_gmt":"2025-10-08T22:03:29","slug":"introduccion-apache-flume","status":"publish","type":"post","link":"https:\/\/aprenderbigdata.com\/introduccion-apache-flume\/","title":{"rendered":"Apache Flume: Introducci\u00f3n"},"content":{"rendered":"\n<p>En esta entrada realizamos una introducci\u00f3n a Apache Flume y repasamos sus aspectos clave. En qu\u00e9 consiste esta herramienta de ingesta <strong><a href=\"https:\/\/aprenderbigdata.com\/que-es-el-big-data\/\">Big Data<\/a><\/strong> y su arquitectura.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"#formacion\"><img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/Que-es-apache-flume-1024x576.jpg\" alt=\"Que es Apache Flume\" class=\"wp-image-2862\" srcset=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/Que-es-apache-flume-1024x576.jpg 1024w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/Que-es-apache-flume-300x169.jpg 300w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/Que-es-apache-flume-768x432.jpg 768w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/Que-es-apache-flume.jpg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n<\/div>\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Contenidos<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-69e15d3ad37ca\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-69e15d3ad37ca\" checked aria-label=\"Alternar\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/aprenderbigdata.com\/introduccion-apache-flume\/#Aspectos-clave-de-Apache-Flume\" >Aspectos clave de Apache Flume<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/aprenderbigdata.com\/introduccion-apache-flume\/#Componentes-de-Apache-Flume\" >Componentes de Apache Flume<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/aprenderbigdata.com\/introduccion-apache-flume\/#Cursos-Recomendados-de-Apache-Flume\" >Cursos Recomendados de Apache Flume<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/aprenderbigdata.com\/introduccion-apache-flume\/#Flume-y-Sqoop-para-ingestas-Big-Data\" >Flume y Sqoop para ingestas Big Data<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/aprenderbigdata.com\/introduccion-apache-flume\/#Big-Data-con-Spark-Hadoop-Sqoop-Hive-y-Flume\" >Big Data con Spark, Hadoop, Sqoop, Hive y Flume<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/aprenderbigdata.com\/introduccion-apache-flume\/#Preguntas-Frecuentes-Flume-%E2%80%93-FAQ\" >Preguntas Frecuentes Flume &#8211; FAQ<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/aprenderbigdata.com\/introduccion-apache-flume\/#%C2%BFPara-que-se-usa-Apache-Flume\" >\u00bfPara qu\u00e9 se usa Apache Flume?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/aprenderbigdata.com\/introduccion-apache-flume\/#%C2%BFQue-diferencias-existen-entre-Apache-Flume-y-Apache-Kafka\" >\u00bfQu\u00e9 diferencias existen entre Apache Flume y Apache Kafka?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\" id=\"aspectos-clave-de-apache-flume\"><span class=\"ez-toc-section\" id=\"Aspectos-clave-de-Apache-Flume\"><\/span>Aspectos clave de Apache Flume<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>Apache Flume<\/strong> es una herramienta de software distribuida y <strong><a href=\"https:\/\/aprenderbigdata.com\/contribuir-open-source\/\">open source<\/a><\/strong>. Se encarga de recopilar, agregar y mover datos desde diversas fuentes hasta almacenamientos de datos.<\/p>\n\n\n\n<p>En el esquema podemos observar que el agente de Flume se compone de tres piezas: Source, Channel y Sink. Como ejemplo, los datos son recibidos en el sistema de un servidor web externo con la finalidad de escribirlos en <a href=\"https:\/\/aprenderbigdata.com\/hdfs\/\">HDFS (Hadoop Distributed File System)<\/a> como almacenamiento persistente distribuido.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"componentes-de-apache-flume\"><span class=\"ez-toc-section\" id=\"Componentes-de-Apache-Flume\"><\/span>Componentes de Apache Flume<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>A continuaci\u00f3n, listamos los componentes m\u00e1s importantes:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Evento<\/strong>: Son las unidades de datos transportadas por el agente de Flume. Implementado como un array de bytes.<\/li>\n\n\n\n<li><strong>Agente<\/strong>: Contenedor para alojar subcomponentes que permiten mover los eventos.<\/li>\n\n\n\n<li><strong>Source<\/strong>: Receptor de eventos<\/li>\n\n\n\n<li><strong>Interceptor<\/strong>: Transformador de eventos<\/li>\n\n\n\n<li><strong>Channel<\/strong>: Buffer de eventos<\/li>\n\n\n\n<li><strong>Sink<\/strong>: Toma eventos del canal y los transmite hacia el siguiente componente   <\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image is-resized\">\n<figure class=\"aligncenter\"><img decoding=\"async\" width=\"456\" height=\"191\" src=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/2019\/08\/esquema-apache-flume.png\" alt=\"Esquema Apache Flume\" class=\"wp-image-371\" srcset=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/2019\/08\/esquema-apache-flume.png 456w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/2019\/08\/esquema-apache-flume-300x126.png 300w\" sizes=\"(max-width: 456px) 100vw, 456px\" \/><figcaption class=\"wp-element-caption\">Esquema de componentes de Apache Flume<\/figcaption><\/figure>\n<\/div>\n\n\n<p>Apache Flume proporciona componentes espec\u00edficos que incluye en su distribuci\u00f3n de modo nativo para interaccionar con otros sistemas. A continuaci\u00f3n, se listan algunos de los m\u00e1s conocidos:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Source Spool-dir directory<\/li>\n\n\n\n<li><a href=\"https:\/\/es.wikipedia.org\/wiki\/Syslog\" target=\"_blank\" rel=\"noreferrer noopener\">Syslog<\/a> Source<\/li>\n\n\n\n<li><a href=\"https:\/\/aprenderbigdata.com\/introduccion-apache-kafka\/\"><strong>Apache Kafka<\/strong><\/a> Sink<\/li>\n\n\n\n<li>Timestamp Interceptor<\/li>\n\n\n\n<li>Morphline Interceptor   <\/li>\n<\/ul>\n\n\n\n<p>En Flume los mensajes pueden llegar duplicados pero nunca perderse. A esta propiedad o garant\u00eda de entrega se le denomina<strong> at-least-once delivery<\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"formacion\"><span class=\"ez-toc-section\" id=\"Cursos-Recomendados-de-Apache-Flume\"><\/span>Cursos Recomendados de Apache Flume<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Te recomiendo estos curso en Udemy para familiarizarte con las herramientas de ingesta en Hadoop que te resultar\u00e1n muy \u00fatiles:<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/trk.udemy.com\/vPMjMO\" target=\"_blank\" rel=\"noopener nofollow\"><img decoding=\"async\" src=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/886072_7081-introduccion-apache-flume.jpg\" alt=\"Curso Flume y Sqoop para ingestas Big Data\" style=\"object-fit:cover\"\/><\/a><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"flume-y-sqoop-para-ingestas-big-data\"><span class=\"ez-toc-section\" id=\"Flume-y-Sqoop-para-ingestas-Big-Data\"><\/span><a href=\"https:\/\/trk.udemy.com\/vPMjMO\" target=\"_blank\" rel=\"noopener nofollow\">Flume y Sqoop para ingestas Big Data<\/a><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>En este curso aprender\u00e1s a importar datos a trav\u00e9s de ejemplos pr\u00e1cticos en HDFS, Hive y HBase de m\u00faltiples fuentes con la ayuda de Flume y Sqoop.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/trk.udemy.com\/YRenem\" target=\"_blank\" rel=\"noopener nofollow\"><img decoding=\"async\" src=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/2170564_8911_12-introduccion-apache-flume.jpg\" alt=\"Curso Aprende Big Data e ingestas de datos en Hadoop\" style=\"object-fit:cover\"\/><\/a><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"big-data-con-spark-hadoop-sqoop-hive-y-flume\"><span class=\"ez-toc-section\" id=\"Big-Data-con-Spark-Hadoop-Sqoop-Hive-y-Flume\"><\/span><a href=\"https:\/\/trk.udemy.com\/YRenem\" target=\"_blank\" rel=\"noopener nofollow\">Big Data con Spark, Hadoop, Sqoop, Hive y Flume<\/a><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>En este curso podr\u00e1s aprender herramientas b\u00e1sicas en big data como Hadoop, Spark, Sqoop y Flume desde cero. Te lo recomiendo como curso de iniciaci\u00f3n si pretendes trabajar con este stack.<\/p>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"preguntas-frecuentes-flume-faq\"><span class=\"ez-toc-section\" id=\"Preguntas-Frecuentes-Flume-%E2%80%93-FAQ\"><\/span>Preguntas Frecuentes Flume &#8211; FAQ<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h3><span class=\"ez-toc-section\" id=\"%C2%BFPara-que-se-usa-Apache-Flume\"><\/span>\u00bfPara qu\u00e9 se usa Apache Flume?<span class=\"ez-toc-section-end\"><\/span><\/h3>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p id=\"flume-es-una-herramienta-big-data-usada-para-mover-y-agregar-datos-desde-diversas-fuentes-hacia-almacenamientos-de-datos-centralizados\">Flume es una herramienta Big Data usada para mover y agregar datos desde diversas fuentes hacia almacenamientos de datos centralizados<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h3><span class=\"ez-toc-section\" id=\"%C2%BFQue-diferencias-existen-entre-Apache-Flume-y-Apache-Kafka\"><\/span>\u00bfQu\u00e9 diferencias existen entre Apache Flume y Apache Kafka?<span class=\"ez-toc-section-end\"><\/span><\/h3>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p id=\"aunque-ambos-sistemas-son-muy-versatiles-apache-kafka-se-usa-mas-frecuentemente-como-broker-de-mensajeria-en-streaming-flume-por-otra-parte-se-usa-en-entornos-hadoop-y-big-data-para-ingestar-y-agregar-grandes-cantidades-de-datos-hacia-un-almacenamiento-centralizado\">Aunque ambos sistemas son muy vers\u00e1tiles, Apache Kafka se usa m\u00e1s frecuentemente como broker de mensajer\u00eda en streaming. Flume, por otra parte, se usa en entornos Hadoop y Big Data para ingestar y agregar grandes cantidades de datos hacia un almacenamiento centralizado.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\n<script type=\"application\/ld+json\">\n\t{\n\t\t\"@context\": \"https:\/\/schema.org\",\n\t\t\"@type\": \"FAQPage\",\n\t\t\"mainEntity\": [\n\t\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"\u00bfPara qu\u00e9 se usa Apache Flume?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Flume es una herramienta Big Data usada para mover y agregar datos desde diversas fuentes hacia almacenamientos de datos centralizados<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"\u00bfQu\u00e9 diferencias existen entre Apache Flume y Apache Kafka?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Aunque ambos sistemas son muy vers\u00e1tiles, Apache Kafka se usa m\u00e1s frecuentemente como broker de mensajer\u00eda en streaming. Flume, por otra parte, se usa en entornos Hadoop y Big Data para ingestar y agregar grandes cantidades de datos hacia un almacenamiento centralizado.<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t\t\t\t]\n\t}\n<\/script>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n\n\n<p class=\"has-text-align-center\">A continuaci\u00f3n el <a href=\"https:\/\/youtu.be\/1_1wNQwOQO8\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (se abre en una nueva pesta\u00f1a)\">v\u00eddeo-resumen<\/a>. \u00a1No te lo pierdas!<\/p>\n\n\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<p class=\"responsive-video-wrap clr\"><iframe title=\"Apache FLUME: Qu\u00e9 es en 1 minuto - Aprender BIG DATA #12\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/1_1wNQwOQO8?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><\/p>\n<\/div><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n\n\n<div class=\"wp-block-group newsletter-re\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<!-- Begin Brevo Form -->\n<!-- START - We recommend to place the below code in head tag of your website html  -->\n<style>\n  @font-face {\n    font-display: block;\n    font-family: Roboto;\n  }\n\n  @font-face {\n    font-display: fallback;\n    font-family: Roboto;\n    font-weight: 600;\n  }\n\n  @font-face {\n    font-display: fallback;\n    font-family: Roboto;\n    font-weight: 700;\n  }\n\n  #sib-container input:-ms-input-placeholder {\n    text-align: left;\n    font-family: \"Helvetica\", sans-serif;\n    color: #c0ccda;\n  }\n\n  #sib-container input::placeholder {\n    text-align: left;\n    font-family: \"Helvetica\", sans-serif;\n    color: #c0ccda;\n  }\n\n  #sib-container textarea::placeholder {\n    text-align: left;\n    font-family: \"Helvetica\", sans-serif;\n    color: #c0ccda;\n  }\n<\/style>\n<link rel=\"stylesheet\" href=\"https:\/\/sibforms.com\/forms\/end-form\/build\/sib-styles.css\">\n<!--  END - We recommend to place the above code in head tag of your website html -->\n\n<!-- START - We recommend to place the below code where you want the form in your website html  -->\n<div class=\"sib-form\" style=\"text-align: center;\n         background-color: #ffffff;                                 \">\n  <div id=\"sib-form-container\" class=\"sib-form-container\">\n    <div id=\"error-message\" class=\"sib-form-message-panel\" style=\"font-size:16px; text-align:left; font-family:&quot;Helvetica&quot;, sans-serif; color:#661d1d; background-color:#ffeded; border-radius:3px; border-color:#ff4949;max-width:600px;\">\n      <div class=\"sib-form-message-panel__text sib-form-message-panel__text--center\">\n        <svg viewBox=\"0 0 512 512\" class=\"sib-icon sib-notification__icon\">\n          <path d=\"M256 40c118.621 0 216 96.075 216 216 0 119.291-96.61 216-216 216-119.244 0-216-96.562-216-216 0-119.203 96.602-216 216-216m0-32C119.043 8 8 119.083 8 256c0 136.997 111.043 248 248 248s248-111.003 248-248C504 119.083 392.957 8 256 8zm-11.49 120h22.979c6.823 0 12.274 5.682 11.99 12.5l-7 168c-.268 6.428-5.556 11.5-11.99 11.5h-8.979c-6.433 0-11.722-5.073-11.99-11.5l-7-168c-.283-6.818 5.167-12.5 11.99-12.5zM256 340c-15.464 0-28 12.536-28 28s12.536 28 28 28 28-12.536 28-28-12.536-28-28-28z\" \/>\n        <\/svg>\n        <span class=\"sib-form-message-panel__inner-text\">\n                          Tu suscripci\u00f3n no ha podido guardarse. 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