{"id":51221,"date":"2024-05-06T06:00:05","date_gmt":"2024-05-05T23:00:05","guid":{"rendered":"https:\/\/www.hashmicro.com\/id\/blog\/?p=51221"},"modified":"2025-01-08T09:43:41","modified_gmt":"2025-01-08T02:43:41","slug":"aspek-penting-dalam-data-warehouse-fungsi-tipe-komponen-utama-pendukungnya","status":"publish","type":"post","link":"https:\/\/www.hashmicro.com\/id\/blog\/aspek-penting-dalam-data-warehouse-fungsi-tipe-komponen-utama-pendukungnya\/","title":{"rendered":"Aspek Penting Dalam Data Warehouse  Fungsi, Tipe &#038; Komponen Utama Pendukungnya"},"content":{"rendered":"<p><i>Data warehouse <\/i>adalah suatu sistem yang bekerja untuk mengarsipkan sekaligus melakukan analisis data historis yang dapat menunjang keperluan informasi pada sebuah bisnis. Dapat memudahkan dan meningkatkan efisiensi pengelolaan gudang Anda.<\/p>\n<p>Namun, di Indonesia masih ada perusahaan yang menggunakan sistem konvensional dimana sistem ini masih mengandalkan manusia dalam pengelolaan gudang dan juga masih menggunakan sistem inventaris sederhana dengan sistem konvensional ini dapat menjadi pain point bagi perusahaan.<\/p>\n<p>Dengan sistem pengelolaan menggunakan <i>software <\/i>yang modern akan meningkatkan efisiensi pengelolaan bisnis Anda. Sistem pengelolaan gudang terbaik yang ada di Indonesia saat ini salah satunya adalah <a href=\"https:\/\/www.hashmicro.com\/id\/warehouse-management-system\" target=\"_blank\" rel=\"noopener\"><i>Warehouse Management System.<\/i><\/a><\/p>\n\r\n\r\n<script>\r\n    \/\/ check which image to use based on screensize\r\n    document.addEventListener(\"DOMContentLoaded\", function() {\r\n        function updateImageSource() {\r\n            var images = document.querySelectorAll('.responsive-image-banner');\r\n            var screenWidth = window.innerWidth;\r\n\r\n            images.forEach(function(img) {\r\n                var mobileSrc = img.getAttribute('data-mobile-src');\r\n                var desktopSrc = img.getAttribute('data-desktop-src');\r\n\r\n                if (screenWidth < 576 && mobileSrc) {\r\n                    img.setAttribute('src', mobileSrc);\r\n                } else {\r\n                    img.setAttribute('src', desktopSrc);\r\n                }\r\n            });\r\n        }\r\n\r\n        \/\/ Initial check\r\n        updateImageSource();\r\n\r\n        \/\/ Update on resize\r\n        window.addEventListener('resize', updateImageSource);\r\n    });\r\n<\/script> <div id=\"toc_group_article\" style=''>\r\n\t<p style='font-size:25px;font-weight:bold; margin-bottom:0px'>\r\n\t\tDaftar Isi:\r\n\t<\/p>\r\n\t<ul id=\"list_toc\" class='list_toc'><\/ul>\r\n<\/div>\r\n\r\n<div id=\"placeholder-toc\"><\/div>\r\n<div id=\"toc\">\r\n    <div class=\"header\">\r\n\t<span class=\"toc-title\" id=\"toc-title\">Daftar Isi<\/span>\t\r\n\t <i class=\"toc-icon\">\r\n        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"30\" height=\"30\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"#000\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"header-icon\">\r\n          <path d=\"m6 9 6 6 6-6\" \/>\r\n        <\/svg>\r\n      <\/i>\r\n\t<\/div>\r\n    <div class=\"list\">\r\n      <ul id=\"toc-list\"><\/ul>\r\n    <\/div>\r\n <\/div>\r\n\r\n<style>\r\n\/* Simple styling for the TOC *\/\r\n\t\r\n\t#toc ul li:last-child {\r\n    padding-bottom: 16px; \/* Adjust the value as needed *\/\r\n}\r\n\r\n.td-fix-index {\r\n\t transform: unset !important;\r\n     -webkit-transform: unset !important; \r\n}\r\n.footer-contact .td-fix-index {\r\n\t transform: translateZ(0) !important;\r\n     -webkit-transform: translateZ(0) !important; \r\n}\r\n\t.tdb_single_content .tdb-block-inner.td-fix-index{\r\n\t\tposition: static;\r\n\t}\r\n\t\r\n\r\n\r\n\t\r\n#toc {\r\n  background-color: #FFF;\r\n\tpadding: 17px 24px 0px 24px !important;\r\n  margin-bottom: 20px;\r\n\/*   border: 1px solid #9C171E; *\/\r\n  border-radius: 6px;\r\n\tdisplay: none;\r\n  max-width: 100%;\r\n  transition: .4s ease height;\r\n\tmargin-left: 0;\r\n\toverflow: hidden;\r\n}\r\n\r\n#toc .header{\r\n  display: flex;\r\n  align-items: center;\r\n  justify-content: space-between;\r\n\tbackground-color: transparent;\r\n}\r\n\t\r\n\t#toc.sticky .header{\r\n\t\tpadding: 4px 0;\r\n\t}\r\n\t\r\n.header p{\r\n  font-size: 18px !important;\r\n  font-weight: 600 !important;\r\n  color: #393939;\r\n   margin-bottom: 0;\r\n  \/* margin-top: 20px; *\/\r\n}\r\n\r\n.toc-icon{\r\n  float: right;\r\n\/*   visibility: hidden; *\/\r\n}\r\n\r\n\t.toc-title{\r\n\t\tmargin-right: auto;\r\n\/* \t\tpadding-left: 20px; *\/\r\n\t\tfont-weight: 600;\r\n\t\talign-self: center;\t}\t\r\n\r\n#toc ul {\r\n  list-style-type: none;\r\n  padding-left: 0;\r\n}\r\n\t\r\n#toc.sticky ul{\r\n\toverflow-y: auto;\r\n\tmax-height: 250px;\r\n\tmargin-top: 0px;\r\n\tpadding-top: 20px;\r\n\/* \tborder-top: 1px solid #d3d3d3; *\/\r\n}\r\n\t\r\n#toc ul li {\r\n\/*   margin-bottom: 10px; *\/\r\n  margin-bottom: 10px;\r\n\tmargin-left: 0;\r\n\ttransition: .2s ease;\r\n\tcursor: pointer;\r\n}\r\n\t\r\n\t#toc.sticky ul li {\r\n\t  margin-right: 10px;\r\n\t}\r\n\t\r\n.td-post-content #toc-list li a:hover, .td-post-content #toc-list a.active{\r\n\tbackground-color: #FFF;\r\n\/* \tpadding: 8px 16px 8px 16px; *\/\r\n\tpadding: 4px 16px 4px 16px;\r\n\tborder-radius: 6px;\r\n\tcolor: #9c171e !important;\r\n\tfont-weight: 600 !important;\r\n}\r\n\t\r\n\t.td-post-content #toc-list li:hover a, .td-post-content #toc-list a.active{\r\n\t\tcolor: #9C171E !important;\r\n\t\tfont-weight: 600 !important;\r\n\t}\r\n\t\r\n.td-post-content #toc-list a.active{\r\n\tfont-weight: bold !important;\r\n\tcolor: #9C171E !important;\r\n}\r\n\t\r\n#toc a, .td-post-content #toc-list a {\r\n  text-decoration: none;\r\n  color: #ea1717 !important;\r\n  transition: .2s ease;\r\n\tfont-weight: 400 !important;\r\n\tdisplay: block;\r\n\t\r\n\tpadding: 4px 16px 4px 0;\r\n}\r\n\r\n#toc.sticky {\r\n  position: fixed;\r\n\/*   top: 73px; *\/\r\n\tbottom: 0;\r\n  z-index: 100; \r\n  box-shadow: 0 2px 5px rgba(0,0,0,0.1); \r\n\twidth: 100%; \r\n\tbackground-color: #FFF;\r\n\/* \tbackground-color: #FFF1F1; *\/\r\n\tborder-bottom: 1px solid #ea1717;\r\n\/*   border: 1px solid #393939; *\/\r\n  box-shadow: 0px 0px 14px 0px #00000040;\r\n  cursor: pointer;\r\n\tanimation: fadein .3s ease;\r\n\tpadding: 12px 16px !important;\r\n}\r\n\t\r\n\t.fadein{\r\n\t\tanimation: fadein .3s ease;\r\n\t}\r\n\t\r\n\t.fadeout{\r\n\t\tanimation: fadeout .3s ease;\r\n\t}\r\n\t\r\n\t\r\n\t@keyframes fadein{\r\n\t\t0% {\r\n\t\t\topacity: 0;\r\n\t\t}\r\n\t\t100%{\r\n\t\t\topacity: 1;\r\n\t\t}\r\n\t}\r\n\t\r\n\t@keyframes fadeout{\r\n\t\t0% {\r\n\t\t\topacity: 1;\r\n\t\t}\r\n\t\t100%{\r\n\t\t\topacity: 0;\r\n\t\t}\r\n\t}\r\n\r\n\t\r\n#toc.sticky .header p{\r\n\tmargin-bottom: 10px;\r\n\tmargin-top: 10px;\r\n}\r\n\r\n#toc.sticky .toc-icon{\r\n  visibility: visible;\r\n\/* \ttransition: 0.4s ease; *\/\r\n}\r\n\t\r\n\t.toc-icon{\r\n\t\talign-items: center;\r\n    \tdisplay: flex;\r\n\t}\r\n\t\r\n\tsvg.header-icon{\r\n\/* \t\tbackground-color: #9c171e; *\/\r\n\t\tbackground-color: #FFF;\r\n\t\tborder-radius: 30px;\r\n\t\tpadding: 5px;\r\n\t}\r\n\r\n#toc.sticky .list{\r\n\/*   max-height: 0; *\/\r\n  transition: height 0.4s ease;\r\n}\r\n\t\r\n\t#toc .list{\r\n\/*   max-height: 0; *\/\r\n  transition: height 0.4s ease;\r\n}\r\n\r\n#toc .header.active .toc-icon{\r\n\ttransform: rotate(0deg); \r\n\topacity: 1;\r\n}\r\n\r\n\t#toc .header.active + .list {\r\n\t  max-height: 200px; \/* Adjust this value as needed *\/\r\n\t  opacity: 1;\r\n\t}\r\n\t\r\n\t#placeholder-toc{\r\n\/* \t\tdisplay: none; *\/\r\n\t}\r\n\t\r\n\t@media (min-width: 768px) and (max-width: 991px){\r\n\t\t#toc.sticky{\r\n\/* \t\t\ttop: 104px; *\/\r\n\t\t\tbottom: 0px;\r\n\t\t}\r\n\t\t\r\n\t\t#toc{\r\n\t\t\twidth: unset !important;\r\n\t\t}\r\n\t}\r\n\t\r\n\t@media (max-width: 767px){\r\n\t\t#toc{\r\n\t\t\twidth: 100% !important;\r\n\t\t\tdisplay: inline-block;\r\n\t\t}\r\n\t\t\r\n\t\t#toc.sticky{\r\n\t\t\twidth: 90% !important;\r\n\/* \t\t\ttop: 81px; *\/\r\n\t\t\tbottom: 60px;\r\n\t\t\tmargin-left: auto;\r\n\t\t\tmargin-right: auto;\r\n\t\t\tpadding: 0 16px;\r\n\t\t\tright: 5%;\r\n\t\t}\r\n\t}\r\n\t\r\n\t<\/style>\r\n\r\n<style>\r\n\t#list_toc li {margin-bottom: 0;margin-top: 5px;}\r\n\t#list_toc > li > ul {padding-left: 20px;margin-bottom: 0;}\r\n\t#list_toc{height:max-content;transition:ease-in-out}\r\n\t#list_toc li {margin-bottom: 0;margin-top: 5px;}\r\n\t#list_toc_float li.active > a {color:#b1252d;background: #ffe1e3;}\r\n\t#list_toc_float li a {padding:3px 7px}\r\n\t#list_toc_float li a {\r\n\t\tdisplay: block;\r\n\t\tcolor:#000;\r\n\t\tmargin-bottom: 10px;\r\n\t\ttransition:all 0.2s ease-in-out;\r\n\t\tfont-size:15px\r\n\t}\r\n\t#list_toc_float li{list-style:none;list-style-position:inside; margin-left:0;}\r\n\t#list_toc_float a:hover{color:#b1252d;}\r\n\t\r\n\t#list_toc_float li a{margin-bottom:0px}\r\n\t#toc_group_float{\r\n\t\tline-height: 24px;\r\n\t\tmax-height: calc(100vh - 100px);\r\n\t\toverflow: auto;\r\n\t\tz-index: 99;\r\n\t\tdisplay:none!important;\r\n\t\tbackground:#fff;\r\n\t\ttransition:all 0.5s linear\r\n\t}\r\n\t\r\n\t@media (min-width:1019px){\r\n\t\t#toc_group_float {\r\n\t\t\tdisplay:block!important;\r\n\t\t\t}\r\n\t\t#toc_group_article {\r\n\t\t\tdisplay:none;\r\n\t\t}\r\n\t}\r\n\t\r\n\t@media (max-width:768px){\r\n\t\t#toc_group_article {\r\n\t\t\tdisplay:none;\r\n\t\t}\r\n\t}\r\n\t\r\n\t \/* custom scrollbar style *\/\r\n::-webkit-scrollbar {\r\n    width: 7px;\r\n}\r\n::-webkit-scrollbar-track {\r\n    background: #d7a2a4;\r\n}\r\n::-webkit-scrollbar-thumb {\r\n    background: #b1252d;\r\n    border-radius: 15px;\r\n}\t\t\r\n\r\n<\/style>\r\n\r\n<script>\r\n\tdocument.addEventListener('DOMContentLoaded', function() {\r\n\t\t\/\/ Fungsi untuk menangani klik pada semua elemen <a> dengan href yang dimulai dengan #\r\n\t\tfunction handleTitleClick(event) {\r\n\t\t\tevent.preventDefault();\r\n\t\t\tconst targetId = this.getAttribute('href').substring(1);\r\n\t\t\tconst targetElement = document.getElementById(targetId);\r\n\r\n\t\t\tif (targetElement) {\r\n\t\t\t\tconst headerHeight = document.querySelector('#toc .header').offsetHeight;\r\n\t\t\t\tconst navbarHeight = document.getElementById('tdi_34') ? document.getElementById('tdi_34').offsetHeight : 0;\r\n\t\t\t\tconst windowHeight = window.innerHeight;\r\n\t\t\t\tconst targetOffset = targetElement.offsetTop;\r\n\t\t\t\tconst scrollTo = targetOffset + (windowHeight \/ 2) + (headerHeight) - navbarHeight - 40;\r\n\r\n\t\t\t\twindow.scrollTo({\r\n\t\t\t\t\ttop: scrollTo,\r\n\t\t\t\t\tbehavior: 'smooth'\r\n\t\t\t\t});\r\n\t\t\t}\r\n\t\t}\r\n\r\n\t\t\/\/ Tambahkan event listener untuk semua elemen <a> di toc-list dan list-toc\r\n\t\tconst titleLinks = document.querySelectorAll('#toc-list a, #list_toc a');\r\n\t\ttitleLinks.forEach(link => {\r\n\t\t\tlink.addEventListener('click', handleTitleClick);\r\n\t\t});\r\n\t});\r\n<\/script>\r\n\r\n<!-- ToC List for mobile -->\r\n<script>\r\n \/\/ Generate TOC based on headings\r\ndocument.addEventListener(\"DOMContentLoaded\", function() {\r\n  \/\/ Get the element that will contain the TOC\r\n  const tocList = document.getElementById('toc-list');\r\n\r\n  \/\/ Get the element with the ID 'article-left'\r\n  const article = document.querySelector('.td-post-content');\r\n\r\n  \/\/ Find all h2 elements within 'myarticle'\r\n  const headers = article.getElementsByTagName('h2');\r\n\r\n  \/\/ Loop through the h2 elements and create a list item for each one\r\n  for (let i = 0; i < headers.length; i++) {\r\n    const header = headers[i];\r\n    const headerText = header.textContent;\r\n\/\/     const headerId = 'header-' + i;\r\n    const headerId = headerText\r\n    .toLowerCase()\r\n    .trim()\r\n    .replace(\/[^\\w\\s-]\/g, '')  \/\/ hapus tanda baca\r\n    .replace(\/\\s+\/g, '-'); \/\/ ganti spasi jadi \"-\"\r\n\r\n    \/\/ Set an ID for the header if it doesn't have one\r\n    header.setAttribute('id', headerId);\r\n\r\n    \/\/ Create a list item for the TOC\r\n    const listItem = document.createElement('li');\r\n\r\n    \/\/ Create a link for the list item\r\n    const link = document.createElement('a');\r\n    link.setAttribute('href', '#' + headerId);\r\n    link.textContent = headerText;\r\n\r\n    \/\/ Append the link to the list item\r\n    listItem.appendChild(link);\r\n\r\n    \/\/ Append the list item to the TOC list\r\n    tocList.appendChild(listItem);\r\n  }\r\n});\r\n\r\n\/\/ Keep height and placement of content using placeholder in place of TOC\r\ndocument.addEventListener(\"DOMContentLoaded\", function() {\r\n  const toc = document.querySelector('#toc');\r\n  const placeholderToc = document.querySelector('#placeholder-toc');\r\n\r\n  function setPlaceholderHeight() {\r\n    placeholderToc.style.height = `${toc.offsetHeight}px`;\r\n  }\r\n\r\n  \/\/ Set the initial height of the placeholder\r\n  setPlaceholderHeight();\r\n\r\n  \/\/ Update the height on window resize\r\n  window.addEventListener('resize', setPlaceholderHeight);\r\n});\r\n  const tocTitle = document.querySelector('#toc-title'); \/\/ Assuming header-faq is the element for TOC title\r\n\r\n\/\/ Sticky TOC and update heading\r\n\/\/ document.addEventListener(\"DOMContentLoaded\", function() {\r\n\/\/   const toc = document.querySelector('#toc');\r\n\/\/   const footer = document.querySelector('.td-footer-template-wrap');\r\n\/\/   const tocParent = toc.parentElement;\r\n\/\/   const divTop = tocParent.getBoundingClientRect().top + window.pageYOffset;\r\n\/\/   const tocHeight = toc.offsetHeight;\r\n\/\/   const triggerPoint = divTop + tocHeight + 700;\r\n\/\/   const footerHeight = footer.offsetHeight;\r\n\/\/   const triggerFooterPoint = footer.getBoundingClientRect().top + window.pageYOffset - footerHeight - footerHeight - footerHeight;\r\n\/\/   const phtoc = document.querySelector('#placeholder-toc');\r\n\/\/   const headers = document.querySelectorAll('.td-post-content h2');\r\n\/\/   const navLinks = document.querySelectorAll('#toc-list a');\r\n\t\r\n\/\/ \tconst panel2 = document.querySelector(\"#toc .list\");\r\n\/\/ \tvar icon = document.querySelector(\".toc-icon\");\r\n\r\n\/\/   let activeLink = null; \/\/ Declare activeLink outside the loop\r\n\t\r\n\/\/   \/\/ Function to handle scroll and add\/remove .sticky class\r\n\/\/   function handleScroll() {\r\n\/\/     const windowTop = window.pageYOffset || document.documentElement.scrollTop;\r\n\/\/     let currentHeader = '';\r\n\r\n\/\/     \/\/ Highlight user progress as the heading comes\r\n\/\/     headers.forEach(header => {\r\n\/\/ \t\tconst headerTop = header.offsetTop;\r\n\/\/ \t\tconst headerHeight = header.clientHeight;\r\n\/\/ \/\/ \t\tif (window.scrollY >= (headerTop - headerHeight + 700)) {\r\n\/\/ \/\/ \t\t\tconst currentHeaderId = header.getAttribute('id');\r\n\/\/ \/\/ \t\t\tconst currentHeaderText = document.getElementById(currentHeaderId).textContent;\r\n\/\/ \/\/ \t\t\tconsole.log(\"current header text:\", currentHeaderText);\r\n\/\/ \/\/ \t\t\ttocTitle.textContent = currentHeaderText;\r\n\/\/ \/\/ \t\t\tcurrentHeader = currentHeaderId;\r\n\t\t\t\r\n\/\/ \/\/ \t\t\tif(window.innerWidth < 767){\r\n\/\/ \/\/ \t\t\t\ttocTitle.textContent = 'Daftar Isi';\r\n\/\/ \/\/ \t\t\t}\r\n\/\/ \/\/ \t\t}\r\n\/\/ \t\tif(window.innerWidth < 767){\r\n\/\/ \t\t\ttocTitle.textContent = 'Daftar Isi'; \/\/ Selalu pertahankan judul ini di mobile\r\n\/\/ \t\t} else {\r\n\/\/ \t\t\tif (window.scrollY >= (headerTop - headerHeight + 700)) {\r\n\/\/ \t\t\t\tconst currentHeaderId = header.getAttribute('id');\r\n\/\/ \t\t\t\tconst currentHeaderText = document.getElementById(currentHeaderId).textContent;\r\n\/\/ \t\t\t\ttocTitle.textContent = currentHeaderText;\r\n\/\/ \t\t\t\tcurrentHeader = currentHeaderId;\r\n\/\/ \t\t\t}\r\n\/\/ \t\t}\r\n\/\/ \t});\r\n\r\n\/\/     navLinks.forEach(link => {\r\n\/\/       link.classList.remove('active');\r\n\/\/       if(currentHeader != '') {\r\n\/\/ \t\t  if (link.getAttribute('href').includes(currentHeader)) {\r\n\/\/ \t\t\t  link.classList.add('active');\r\n\/\/ \t\t  }\r\n\/\/ \t  }\r\n\/\/     });\r\n\/\/ \/\/     if (windowTop < triggerFooterPoint) {\r\n\/\/ \/\/         toc.style.display = 'block';\r\n\/\/ \/\/ \t}else{\r\n\/\/ \/\/         toc.style.display = 'none';\r\n\/\/ \/\/ \t}\r\n\/\/     \/\/ Update TOC title if sticky\r\n\/\/     if (windowTop > triggerPoint) {\r\n\/\/       if (!toc.classList.contains('sticky')) {\r\n\/\/         phtoc.style.display = \"block\";\r\n\/\/         toc.classList.add('sticky');\r\n\/\/         toc.style.width = `${tocParent.offsetWidth}px`; \/\/ Set width to match the parent element\r\n\/\/         toc.setAttribute('style', 'width: ' + tocParent.offsetWidth + 'px !important;');\r\n\/\/         toc.style.backgroundColor = \"#FFF\";\r\n\/\/ \t\tpanel2.style.height = '0px';\r\n\/\/ \t\t  icon.style.transform = \"rotate(180deg)\";\r\n\/\/ \t\t  if(window.innerWidth < 767){\r\n\/\/ \/\/ \t\t\t  const tocs = document.querySelector('#toc.sticky');\r\n\/\/ \t\t\t  tocTitle.textContent = 'Daftar Isi'; \/\/ Reset title\r\n\/\/        \t\t  toc.style.width = '150px'; \/\/ Set width to match the parent element\r\n\/\/ \t\t  }\r\n\/\/       }\r\n\/\/       if (currentHeader) {\r\n\/\/ \/\/         console.log(\"activeLink:\", activeLink);\r\n\/\/         if (activeLink) {\r\n\/\/ \/\/           tocTitle.textContent = activeLink.textContent; \/\/ Update TOC title\r\n\/\/           tocTitle.textContent = activeLink ? activeLink.textContent : \"\"; \/\/ Update title only if activeLink exists\r\n\/\/         }\r\n\/\/       }\r\n\/\/     } else {\r\n\/\/       toc.classList.remove('sticky');\r\n\/\/       phtoc.style.display = \"none\";\r\n\/\/       toc.style.width = 'unset'; \/\/ Reset to original width\r\n\/\/       toc.style.backgroundColor = \"#FFF\";\r\n\/\/       tocTitle.textContent = 'Daftar isi'; \/\/ Reset title\r\n\/\/ \t\tpanel2.style.height = panel2.scrollHeight + \"px\";\r\n\/\/ \t\ticon.style.transform = \"rotate(180deg)\";\r\n\/\/     }\r\n\/\/   }\r\n\r\n\/\/     \/\/ Attach the scroll event listener to the window\r\n\/\/     window.addEventListener('scroll', handleScroll);\r\n\r\n\/\/     \/\/ Initial call to handleScroll to set the correct state on load\r\n\/\/     handleScroll();\r\n\/\/ });\r\n\t\r\n\/\/ \t\/\/ Open toggle TOC\r\n\/\/ \t  document.addEventListener(\"DOMContentLoaded\", function() {\r\n\/\/ \t\tvar tocHeader = document.querySelector(\"#toc .header\");\r\n\/\/ \t\tvar toc = document.querySelector(\"#toc\");\r\n\/\/ \t\tvar icon = document.querySelector(\".toc-icon\");\r\n\/\/ \t\tconst tocTitle = document.querySelector('#toc-title');\r\n\/\/ \t\tconst tocs = document.querySelector('#toc.sticky');\r\n\/\/  \t\tconst tocParent = toc.parentElement;\t\t  \r\n\r\n\/\/ \t\t  tocHeader.addEventListener(\"click\", function() {\r\n\/\/ \t\t\tvar panel = this.nextElementSibling;\r\n\/\/ \t\t\tif (panel.style.height !== '0px') { \/\/ Check if height is not 0px\r\n\/\/ \t\t\t  panel.style.height = '0px'; \/\/ Set height to 0 for full collapse\r\n\/\/ \t\t\t  icon.style.transform = \"rotate(180deg)\";\r\n\/\/ \/\/ \t\t\t\ttoc.style.paddingBottom = '6px'; \r\n\/\/ \t\t\t\tif(window.innerWidth > 768){\r\n\/\/ \t\t\t\t\tif(!toc.classList.contains('sticky')){\r\n\/\/ \t\t\t\t\t\ttoc.style.width = \"unset\";\r\n\/\/ \/\/ \t\t\t\t\t\ttoc.setAttribute('style', 'width: ' + tocParent.offsetWidth + 'px !important;');\r\n\/\/ \t\t\t\t\t}\r\n\/\/ \t\t\t\t\tif (toc.classList.contains('sticky')){\r\n\/\/ \t\t\t\t\t\ttoc.style.width = '${tocParent.offsetWidth}px';\r\n\/\/ \t\t\t\t\t\ttoc.setAttribute('style', 'width: ' + tocParent.offsetWidth + 'px !important;');\r\n\/\/ \t\t\t\t\t}\r\n\/\/ \t\t\t\t}\r\n\/\/ \t\t\t\tif(window.innerWidth < 767){\r\n\/\/ \t\t\t\t\ttoc.style.width = \"unset\"; \/\/ Reset width\r\n\/\/ \t\t\t\t}\r\n\/\/ \t\t\t\ttoc.style.backgroundColor = \"#FFF1F1\";\r\n\/\/ \t\t\t} else {\r\n\/\/ \t\t\t  panel.style.height = panel.scrollHeight + \"px\";\r\n\/\/ \t\t\t  icon.style.transform = \"rotate(0deg)\";\r\n\/\/ \t\t\t  toc.style.backgroundColor = \"#FFF\";\r\n\/\/ \t\t\t  tocTitle.textContent = 'Daftar isi'; \/\/ Reset title\r\n\/\/ \t\t\t\ttoc.style.paddingBottom = '24px';\r\n\/\/ \t\t\t \tif(window.innerWidth < 767){\r\n\/\/ \t\t\t\t\ttoc.style.width = `${tocParent.offsetWidth}px`; \/\/ Set width to match the parent element\r\n\/\/ \t\t\t\t\ttoc.setAttribute('style', 'width: ' + tocParent.offsetWidth + 'px !important;');\r\n\/\/ \t\t\t\t}\r\n\/\/ \t\t\t}\r\n\/\/ \t\t  });\r\n\r\n\/\/ \t\t  \/\/ Close TOC when a link inside it is clicked\r\n\/\/ \t\t  var tocLinks = document.querySelectorAll(\"#toc .list a\");\r\n\/\/ \t\t  tocLinks.forEach(function(link) {\r\n\/\/ \t\t\tlink.addEventListener(\"click\", function() {\r\n\/\/ \t\t\t  var panel = document.querySelector(\"#toc .list\");\r\n\/\/ \t\t\t  panel.style.height = '0px'; \/\/ Set height to 0 for full collapse\r\n\/\/ \t\t\t  icon.style.transform = \"rotate(180deg)\";\r\n\/\/ \t\t\t  toc.style.backgroundColor = \"#FFF\";\r\n\/\/ \t\t\t});\r\n\/\/ \t\t  });\r\n\/\/ \t\t});\r\n\r\n\/\/ START new JS for ToC improvements\r\ndocument.addEventListener(\"DOMContentLoaded\", function() {\r\n  const toc = document.querySelector('#toc');\r\n  const footer = document.querySelector('.td-footer-template-wrap');\r\n  const tocParent = toc.parentElement;\r\n  const divTop = tocParent.getBoundingClientRect().top + window.pageYOffset;\r\n  const tocHeight = toc.offsetHeight;\r\n  const triggerPoint = divTop + tocHeight + 1750;\r\n\tconsole.log(triggerPoint)\r\n  const footerHeight = footer.offsetHeight;\r\n  const triggerFooterPoint = footer.getBoundingClientRect().top + window.pageYOffset - footerHeight*3;\r\n  const phtoc = document.querySelector('#placeholder-toc');\r\n  const headers = document.querySelectorAll('.td-post-content h2');\r\n  const navLinks = document.querySelectorAll('#toc-list a');\r\n  \r\n  const panel2 = document.querySelector(\"#toc .list\");\r\n  const icon = document.querySelector(\".toc-icon\");\r\n  const tocTitle = document.querySelector('#toc-title');\r\n\r\n  let activeLink = null;\r\n  let userClosedTOC = false; \/\/ Flag user menutup TOC\r\n\r\n  function handleScroll() {\r\n    const windowTop = window.pageYOffset || document.documentElement.scrollTop;\r\n    let currentHeader = '';\r\n\r\n    \/\/ Update TOC title sesuai header yang terlihat\r\n    headers.forEach(header => {\r\n      const headerTop = header.offsetTop;\r\n      const headerHeight = header.clientHeight;\r\n      if(window.innerWidth < 767){\r\n        tocTitle.textContent = 'Daftar Isi'; \r\n      } else {\r\n        if (window.scrollY >= (headerTop - headerHeight + 1750)) {\r\n          const currentHeaderId = header.getAttribute('id');\r\n          const currentHeaderText = document.getElementById(currentHeaderId).textContent;\r\n          tocTitle.textContent = currentHeaderText;\r\n          currentHeader = currentHeaderId;\r\n        }\r\n      }\r\n    });\r\n\r\n    navLinks.forEach(link => {\r\n      link.classList.remove('active');\r\n      if(currentHeader && link.getAttribute('href').includes(currentHeader)) {\r\n        link.classList.add('active');\r\n      }\r\n    });\r\n\r\n    if (windowTop > triggerPoint) {\r\n      if (!toc.classList.contains('sticky')) {\r\n        phtoc.style.display = \"block\";\r\n        toc.classList.add('sticky');\r\n        toc.style.width = `${tocParent.offsetWidth}px`;\r\n        toc.style.backgroundColor = \"#FFF\";\r\n        \/\/ Saat sticky, TOC otomatis tertutup\r\n        panel2.style.height = '0px';\r\n        icon.style.transform = \"rotate(180deg)\";\r\n        userClosedTOC = true; \/\/ Set flag supaya tidak terbuka saat scroll\r\n      }\r\n      \r\n      if(window.innerWidth < 767){\r\n        tocTitle.textContent = 'Daftar Isi'; \r\n        toc.style.width = '150px';\r\n      }\r\n\r\n    } else {\r\n      toc.classList.remove('sticky');\r\n      phtoc.style.display = \"none\";\r\n      toc.style.width = 'unset';\r\n      toc.style.backgroundColor = \"#FFF\";\r\n      tocTitle.textContent = 'Daftar isi'; \r\n\r\n      \/\/ Kembalikan panel jika user belum menutup manual\r\n      if(!userClosedTOC) {\r\n        panel2.style.height = panel2.scrollHeight + \"px\";\r\n        icon.style.transform = \"rotate(0deg)\";\r\n      }\r\n    }\r\n  }\r\n\r\n  window.addEventListener('scroll', handleScroll);\r\n  handleScroll();\r\n\r\n  \/\/ Toggle TOC saat user klik\r\n  const tocHeader = document.querySelector(\"#toc .header\");\r\n  tocHeader.addEventListener(\"click\", function() {\r\n    const panel = panel2;\r\n    if (panel.style.height !== '0px') {\r\n      panel.style.height = '0px';\r\n      icon.style.transform = \"rotate(180deg)\";\r\n      userClosedTOC = true;\r\n    } else {\r\n      panel.style.height = panel.scrollHeight + \"px\";\r\n      icon.style.transform = \"rotate(0deg)\";\r\n      userClosedTOC = false;\r\n    }\r\n  });\r\n\r\n  \/\/ Close TOC saat link diklik\r\n  document.querySelectorAll(\"#toc .list a\").forEach(link => {\r\n    link.addEventListener(\"click\", function() {\r\n      panel2.style.height = '0px';\r\n      icon.style.transform = \"rotate(180deg)\";\r\n      userClosedTOC = true;\r\n    });\r\n  });\r\n});\r\n\/\/ END new JS for ToC improvements\r\n\r\n\t\r\n\/\/ \tmake the heading at the center of the viewport\r\n\/\/ \tdocument.addEventListener('DOMContentLoaded', function() {\r\n\/\/     \/\/ Add click event listener to all links in the TOC list\r\n\/\/     document.querySelectorAll('#toc-list a').forEach(anchor => {\r\n\/\/         anchor.addEventListener('click', function (e) {\r\n\/\/             e.preventDefault(); \/\/ Prevent the default behavior of jumping to the anchor\r\n\/\/ \/\/ \t\t\tconsole.log(\"prevent default\");\r\n\/\/             const targetId = this.getAttribute('href').substring(1); \/\/ Get the ID of the target element\r\n\/\/             const targetElement = document.getElementById(targetId); \/\/ Get the target element\r\n\r\n\/\/             if (targetElement) {\r\n\/\/                 const headerHeight = document.querySelector('#toc .header').offsetHeight; \/\/ Get the height of the fixed header\r\n\/\/                 const windowHeight = window.innerHeight; \/\/ Get the height of the viewport\r\n\/\/                 const targetOffset = targetElement.offsetTop; \/\/ Get the top offset of the target element\r\n\/\/                 const scrollTo = targetOffset + (windowHeight \/ 2) + (headerHeight); \/\/ Calculate the scroll position to center the target element\r\n\r\n\/\/                 \/\/ Scroll to the calculated position smoothly\r\n\/\/                 window.scrollTo({\r\n\/\/                     top: scrollTo,\r\n\/\/                     behavior: 'smooth'\r\n\/\/                 });\r\n\/\/             }\r\n\/\/         });\r\n\/\/     });\r\n\/\/ });\r\n<\/script>\r\n\r\n<script>\r\n    \/\/ Scrollspy function to highlight the active TOC item based on the scroll position\r\n  function scrollSpy(tocClass) {\r\n    const scrollPosition = window.scrollY;\r\n\r\n    \/\/ Find the active h2 and h3 headings based on their position in the corresponding TOC\r\n    let activeH2 = null;\r\n    let activeH3 = null;\r\n\r\n    const tocItems = document.querySelectorAll(`.${tocClass} li`);\r\n    tocItems.forEach(item => {\r\n      const a = item.querySelector('a');\r\n      if (!a) return;\r\n      const href = a.getAttribute('href');\r\n      const targetId = href.substring(1); \/\/ Remove the '#' from the href to get the target ID\r\n      const targetElement = document.getElementById(targetId);\r\n      if (!targetElement) return;\r\n\r\n      const targetTop = targetElement.getBoundingClientRect().top + scrollPosition;\r\n      const nextItem = item.nextElementSibling;\r\n      const nextTop = nextItem ? nextItem.getBoundingClientRect().top + scrollPosition : Infinity;\r\n\r\n      if (targetTop <= scrollPosition + 150) {\r\n        if (a.parentElement.parentElement === tocItems) {\r\n          \/\/ The h2 heading is at the root level of the TOC\r\n          activeH2 = { id: targetId, level: 'h2' };\r\n        } \r\n\t\t  else {\r\n          \/\/ The h3 heading is nested under an h2 heading\r\n          const parentH2 = a.parentElement.parentElement.previousElementSibling;\r\n          if (parentH2) {\r\n            const h2Link = parentH2.querySelector('a');\r\n            if (h2Link) {\r\n              const h2Href = h2Link.getAttribute('href');\r\n              const h2Id = h2Href.substring(1);\r\n              activeH2 = { id: h2Id, level: 'h2' };\r\n            }\r\n          }\r\n          activeH3 = { id: targetId, level: 'h3' };\r\n        }\r\n      }\r\n\r\n      if (targetTop > scrollPosition + 150 && nextTop > scrollPosition + 150 && !activeH3) {\r\n        \/\/ Reset the activeH2 when there are no more active h3 headings\r\n        activeH2 = null;\r\n      }\r\n    });\r\n\r\n    \/\/ Update the active state for the TOC items\r\n    tocItems.forEach(item => {\r\n      item.classList.remove('active');\r\n      const a = item.querySelector('a');\r\n      if (a) {\r\n        const href = a.getAttribute('href');\r\n        const targetId = href.substring(1);\r\n        if ((activeH2 && activeH2.id === targetId) || (activeH3 && activeH3.id === targetId)) {\r\n          item.classList.add('active');\r\n        }\r\n      }\r\n    });\r\n  }\r\n\r\n  \/\/ Call scrollSpy for each TOC on window scroll\r\n  const tocClasses = ['list_toc', 'list_toc_float']; \/\/ Add other TOC class names here if you have more than two instances\r\n  tocClasses.forEach(tocClass => {\r\n    window.addEventListener('scroll', () => scrollSpy(tocClass));\r\n  });\r\n<\/script>\r\n\r\n<!-- ToC List for desktop side bar, diganti jadi inject by php, di code snippet \"Sidebar Accordion\" -->\r\n<!-- <script>\r\n\tdocument.addEventListener(\"DOMContentLoaded\", function() {\r\n\r\n        \/\/ Fungsi untuk membuat nested list\r\n        function createNestedList(parentNode, children) {\r\n            if (children.length === 0) return;\r\n\r\n            const nestedUl = document.createElement('ul');\r\n            children.forEach(child => {\r\n                const nestedLi = document.createElement('li');\r\n                const nestedA = document.createElement('a');\r\n                nestedA.textContent = child.title;\r\n                nestedA.href = `#${child.id}`;\r\n                nestedLi.appendChild(nestedA);\r\n                nestedUl.appendChild(nestedLi);\r\n\r\n                if (child.children.length > 0) {\r\n                    createNestedList(nestedLi, child.children);\r\n                }\r\n            });\r\n\r\n            parentNode.appendChild(nestedUl);\r\n        }\r\n\r\n        \/\/ Membuat objek untuk menyimpan daftar h2 dan h3 beserta judulnya\r\n        const headings = [];\r\n\r\n           \/\/ Mengambil semua elemen h2 dan h3\r\n        \/\/ Mengambil semua elemen h2 dan h3\r\n\t\tconst elements = document.querySelectorAll('.td-post-content h2');\r\n\r\n\t\t\tfunction newFormatId(text) {\r\n\t\t\t\tif(text.toLowerCase() === \"key takeaways\") {\r\n\t\t\t\t\treturn;\r\n\t\t\t\t}\r\n\t\t\t\t\r\n\t\t\t\tconst result = text.toLowerCase()\r\n\t\t\t\t.trim()\r\n\t\t\t\t.replace(\/[^\\w\\s-]\/g, '')  \/\/ hapus tanda baca\r\n\t\t\t\t.replace(\/\\s+\/g, '-'); \/\/ ganti spasi jadi \"-\"\r\n\r\n\t\t\t\treturn result;\r\n\t\t\t}\r\n\t\r\n\t\telements.forEach(element => {\r\n\t\t\tif (element.tagName === 'H2') {\r\n\t\t\t\tconst id = newFormatId(element.textContent); \/\/ Hasilkan ID baru\r\n\t\t\t\telement.id = id; \/\/ Tetapkan ID ke elemen h2\r\n\t\t\t\tif (element.textContent.toLowerCase() === \"key takeaways\") {return;} \/\/ Kalau Key Takeaways, jangan dimasukin\r\n\t\t\t\theadings.push({ level: 'h2', id: id, title: element.textContent, children: [] });\r\n\t\t\t} else if (element.tagName === 'H3') {\r\n\t\t\t\tconst id = newFormatId(element.textContent); \/\/ Hasilkan ID baru\r\n\t\t\t\telement.id = id; \/\/ Tetapkan ID ke elemen h3\r\n\t\t\t\tif (headings.length > 0) {\r\n\t\t\t\t\theadings[headings.length - 1].children.push({ level: 'h3', id: id, title: element.textContent, children: [] });\r\n\t\t\t\t}\r\n\t\t\t}\r\n\t\t});\r\n       \/\/ Membuat list HTML dari objek headings\r\n\t\tconst ul = document.getElementById('list_toc');\r\n\t\tlet currentUl = ul;\r\n\t\theadings.forEach(heading => {\r\n\t\t\tconst li = document.createElement('li');\r\n\t\t\tconst a = document.createElement('a');\r\n\t\t\ta.textContent = heading.title;\r\n\t\t\ta.href = `#${heading.id}`; \/\/ Gunakan ID yang baru dihasilkan\r\n\t\t\tli.appendChild(a);\r\n\r\n\t\t\tif (heading.level === 'h2') {\r\n\t\t\t\tcurrentUl = li;\r\n\t\t\t\tul.appendChild(li);\r\n\t\t\t} else if (heading.level === 'h3') {\r\n\t\t\t\tif (!currentUl.lastElementChild || currentUl.lastElementChild.tagName !== 'UL') {\r\n\t\t\t\t\tconst nestedUl = document.createElement('ul');\r\n\t\t\t\t\tcurrentUl.appendChild(nestedUl);\r\n\t\t\t\t\tcurrentUl = nestedUl;\r\n\t\t\t\t}\r\n\t\t\t\tcurrentUl.appendChild(li);\r\n\t\t\t}\r\n\r\n\t\t\tcreateNestedList(li, heading.children);\r\n\t\t});\r\n\t\t\/\/ Dapatkan elemen ul dengan id 'list_toc'\r\n\t\tconst ulFloat = document.getElementById('list_toc');\r\n\r\n\t\t\/\/ Dapatkan isi (child elements) dari ul dengan id 'list_toc'\r\n\t\tconst clonedChildren = ulFloat.cloneNode(true).children;\r\n\r\n\t\t\/\/ Dapatkan elemen ul dengan id 'list_toc_float'\r\n\t\tconst ulToc = document.getElementById('list_toc_float');\r\n\r\n\t\t\/\/ Tambahkan isi yang telah didapatkan dari 'list_toc' ke ul dengan id 'list_toc_float'\r\n\t\tulToc.append(...clonedChildren);\r\n\r\n\r\n        \/\/ Fungsi untuk mengambil tinggi navbar\r\n\t\tfunction getNavbarHeight() {\r\n\t\t\tconst navbar = document.getElementById('tdi_34');\r\n\t\t\treturn navbar ? navbar.offsetHeight : 0;\r\n\t\t}\r\n\r\n\t\t\/\/ Fungsi untuk menambahkan offset posisi scroll\r\n\t\tfunction scrollToElementWithOffset(elementId) {\r\n\t\t\tconst element = document.getElementById(elementId);\r\n\t\t\tif (element) {\r\n\t\t\t\tconst offset = getNavbarHeight();\r\n\t\t\t\tconst elementPosition = element.getBoundingClientRect().top;\r\n\t\t\t\tconst offsetPosition = elementPosition - offset - 40;\r\n\r\n\t\t\t\twindow.scrollBy({\r\n\t\t\t\t\ttop: offsetPosition,\r\n\t\t\t\t\tbehavior: 'smooth'\r\n\t\t\t\t});\r\n\t\t\t}\r\n\t\t}\r\n\r\n\t\t\/\/ Fungsi untuk menangani klik pada tautan judul\r\n\t\tfunction handleTitleClick(event) {\r\n\t\t\tevent.preventDefault();\r\n\t\t\tconst href = event.target.getAttribute('href').substr(1);\r\n\t\t\tscrollToElementWithOffset(href);\r\n\t\t}\r\n\r\n\t\t\/\/ Tambahkan event listener untuk semua tautan judul\r\n\t\tconst titleLinks = document.querySelectorAll('a[href^=\"#\"]');\r\n\t\ttitleLinks.forEach(link => {\r\n\t\t\tlink.addEventListener('click', handleTitleClick);\r\n\t\t});\r\n\t\t\r\n\t});\r\n    <\/script> -->\r\n\n<h2 id=\"1\">Apa itu Data Warehouse?<\/h2>\n<p><i><span style=\"color: black; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\">Data warehouse <\/span><\/i><span style=\"color: black; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\">atau<b>\u00a0<\/b>gudang data adalah sebuah sistem yang bertugas mengarsipkan sekaligus melakukan analisis data riwayat untuk menunjang keperluan informasi pada sebuah bisnis. Data yang dimaksud adalah berupa data penjualan, data untung rugi, data konsumen, data gaji karyawan, dan sebagainya. Singkatnya, <\/span>jenis sistem manajemen data yang dirancang untuk mengaktifkan dan mendukung aktivitas intelijen bisnis, terutama untuk analitik.<\/p>\n<p>Gudang data untuk analisis dan sering kali berisi sejumlah besar data riwayat keluar masuk barang pada gudang. Data dalam gudang biasanya berasal dari berbagai sumber, seperti aplikasi <i>file log<\/i> , transaksi, dan lain sebagainya. <span style=\"color: black; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\">Apabila sumber data tertata dengan rapi, maka informasi yang dikeluarkan akan lebih terstruktur dan akurat. <\/span><\/p>\n<p><span style=\"color: black; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\">Selain itu, hal tersebut berguna untuk membantu Anda dalam menentukan strategi bisnis yang akan Anda terapkan ersebut dapat Anda gunakan untuk mengambil keputusan penting yang berdampak pada kemajuan perusahaan Anda.<\/span><\/p>\n<h2 id=\"2\">Bagaimana Cara Kerja <i>Data Warehouse<\/i>?<\/h2>\n<p><i>Data warehousing<\/i> bekerja dengan menarik data dari berbagai sumber ke lokasi pusat. Data ini kemudian dibersihkan, diubah, dan dimuat ke dalam manajemen <i>warehouse<\/i>. Menggunakan berbagai teknologi berbeda untuk mengelola dan menganalisis data, termasuk perangkat lunak ETL (<i>extract, transform, load<\/i>), alat visualisasi data, dan algoritma pembelajaran mesin.<\/p>\n<p><span style=\"color: black;\">Setelah disimpan d<i>ata warehouse<\/i>, pengguna bisnis dapat mengakses dan menganalisisnya menggunakan perangkat lunak intelijen bisnis. Perangkat lunak ini memungkinkan pengguna untuk membuat laporan, dasbor, dan visualisasi yang membantu mereka mendapatkan wawasan tentang operasi bisnis mereka. <\/span><\/p>\n<p><span style=\"color: black;\">Juga dapat Anda gunakan untuk mendukung analitik prediktif dan peramalan dengan menggunakan data historis untuk mengidentifikasi tren dan pola. <\/span><i><span style=\"color: black;\">Software<\/span><\/i><span style=\"color: black;\"> ini memudahkan pengguna dalam pembuatan laporan, dasbor, dan visualisasi data yang dapat memudahkan dalam memahami data laporan.<i>\u00a0<\/i><\/span><\/p>\n<h2 id=\"3\">Evolusi Data Warehouse<\/h2>\n<p>Pada akhir 1980-an, tujuan <i>warehouse<\/i> adalah untuk memfasilitasi transfer data dari sistem operasional ke <i>decision-support systems<\/i> (DSSs). Gudang data awal ini memerlukan tingkat redundansi yang substansial. Mayoritas perusahaan memiliki banyak lingkungan DSS untuk melayani populasi pengguna mereka yang beragam. T<\/p>\n<p>Terlepas dari kenyataan bahwa lingkungan DSS menggunakan sebagian besar data yang sama, pengumpulan, pembersihan, dan integrasi data sering terulang untuk setiap lingkungan.<\/p>\n<p>Ketika gudang menjadi lebih efisien, mereka berubah dari penyimpanan informasi yang mendukung platform BI tradisional menjadi infrastruktur analitik ekspansif yang melayani berbagai aplikasi, termasuk analitik operasional dan manajemen kinerja. Dengan <i>data<\/i> <i>warehouse<\/i> perusahaan, iterasi gudang data telah berkembang dari waktu ke waktu untuk memberikan nilai lebih <i>enterprise data warehouse<\/i> (EDW).<\/p>\n<p>Saat ini teknologi AI dan <i>machine learning<\/i> sudah merevolusi hampir setiap industri, layanan, dan aset organisasi, termasuk<i>\u00a0warehouse<\/i>. Semakin berkembangnya <i>big data<\/i> dan penyebaran teknologi digital baru mempengaruhi kebutuhan dan kapasitas.<\/p>\n<p>Gudang data otonom adalah tahap terbaru dalam pengembangan ini, memungkinkan bisnis untuk mengekstrak lebih banyak nilai dari mereka sambil mengurangi biaya dan meningkatkan keandalan dan kinerja.<\/p>\n<p class=\"MsoNormal\" style=\"text-align: justify; text-indent: 36.0pt;\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-51224 size-full\" src=\"https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2022\/12\/1-4.jpg\" alt=\"Data Warehouse\" width=\"700\" height=\"360\" srcset=\"https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2022\/12\/1-4.jpg 700w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2022\/12\/1-4-300x154.jpg 300w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2022\/12\/1-4-150x77.jpg 150w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2022\/12\/1-4-696x358.jpg 696w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/><\/p>\n<p><b>Baca juga : <\/b><a href=\"https:\/\/www.hashmicro.com\/id\/blog\/mengenal-pengertian-warehouse\/\" target=\"_blank\" rel=\"noopener\">Manfaat Manajemen Warehouse untuk Optimalkan Tingkat Stok Bisnis Anda!<\/a><\/p>\n<h2 id=\"4\"><strong>Tipe-Tipe Data Warehouse<\/strong><\/h2>\n<h3>Enterprise <i>data warehouse <\/i>(EDW)<\/h3>\n<p class=\"MsoNormal\" style=\"text-align: justify;\"><i>Enterprise data warehouse<\/i> (EDW) adalah <i>data warehouse<\/i> yang terpusat dengan menggabungkan beberapa area fungsional secara terpadu. Sistem ini membantu menyimpan data dari berbagai sumber dan mengkategorikannya sesuai yang keinginan. W<i>arehouse <\/i>ini juga memberikan kemampuan untuk mengklasifikasikan data sesuai dengan subjek dan memberikan akses sesuai dengan divisi tersebut.<\/p>\n<h3>Operational data store<\/h3>\n<p><i><span style=\"color: black;\">Operational Data Store<\/span><\/i><span style=\"color: black;\"> (ODS) adalah <i>database <\/i>atau penyimpanan data yang digunakan ketika sistem OLTP (Online Transaction Processing) tidak <\/span>menghasilkan<span style=\"color: black;\"> laporan yang menjadi kebutuhan perusahaan Anda. Biasanya ODS <\/span>digunakan<span style=\"color: black;\"> untuk menyimpan kegiatan rutin seperti catatan <i>database <\/i>informasi karyawan perusahaan.<\/span><\/p>\n<h3>Data mart<\/h3>\n<p>Data mart adalah bagian dari data warehouse yang rancang khusus untuk lini bisnis tertentu. Sebagai contoh seperti keuangan, penjualan, ataupun keduanya.\u00a0 Dalam <i>data mart <\/i>klasifikasikan menjadi 3 kategori yaitu <i>independent, dependent, <\/i>dan<i> hybrid.<\/i><\/p>\n<h2 id=\"5\">Manfaat <i>Data Warehouse <\/i>Untuk Bisnis Anda<\/h2>\n<p>Data warehouse<span style=\"color: black;\"> dapat memberi banyak manfaat bagi perusahaan Anda. \u00a0Menyediakan informasi dan laporan secara <i>realtime <\/i>sehingga dapat membantu Anda dalam membuat keputusan yang tepat dalam segala kebutuhan mulai dari pengembangan produk hingga tingkat inventaris. Adapun beberapa manfaat <i>data warehouse <\/i>bagi bisnis Anda.<\/span><\/p>\n<h3>1.) Analisis bisnis lebih baik<\/h3>\n<p>Karena telah menggunakan <i>data warehouse,<\/i> maka dapat memudahkan Anda dalam membuat keputusan yang paling tepat bagi bisnis Anda. Anda memiliki akses terhadap yang penting bagi bisnis Anda sehingga dapat memudahkan Anda dalam mengambil keputusan dan menetapkan strategi bisnis dengan lebih baik.<\/p>\n<h3>2.) Kueri menjadi lebih cepat<\/h3>\n<p>Dibuat secara khusus untuk mengambil dan melakukan analisis\u00a0 yang cepat dan tepat. Anda dapat dengan cepat melakukan kueri terhadap sejumlah besar yang terkonsolidasi langsung dengan ataupun tanpa perlu dukungan dari tim IT.<\/p>\n<h3>3.) Peningkatan kualitas data<\/h3>\n<p>Ada proses pembersihan data oleh sistem dan selanjutnya ke dalam daftar kerja untuk proses lebih lanjut ke <i>data warehouse<\/i>. Ini akan memastikan proses menjadi format yang konsisten untuk mendukung analitik dan keputusan berdasarkan berkualitas tinggi dan akurat.<\/p>\n<h3>4)Penyimpanan data histori<\/h3>\n<p>Dengan menyimpan data historis, <i>data warehouse <\/i>memungkinkan pengambilan keputusan dengan mempelajari dari tren dan tantangan masa lalu, membuat prediksi, dan mendorong peningkatan bisnis berkelanjutan.<\/p>\n<h3>5)Keamanan data terjamin<\/h3>\n<p>Keamanan data menjadi hal yang perlu menjadi perhatian oleh setiap perusahaan. Dengan mengumpulkan data terpusat pada <i>warehouse. <\/i>Mengatur sistem keamanan multi-level mencegah data salahgunakan. Selain itu, Anda dapat memegang kendali terhadap siapa saja yang dapat mengakses data tersebut.<\/p>\n<style>\r\n.cta-in-article-image .desktop-banner{\r\n    display: none;\r\n    text-align: center;\r\n}\r\n.cta-in-article-image .desktop-mobile{\r\n    display: block;\r\n    text-align: center;\r\n    width: 100%;\r\n}\r\n\t.cta-in-article a {\r\n\t\tfont-size: 0px !important;\r\n\t\tcolor: #fff; \r\n\t\tpadding: 0px !important; \r\n\t\tborder-radius: 0px !important; \r\n\t\tdisplay: block !important; \r\n\t\ttext-decoration: none; \r\n\t}\r\n\t\r\n\t.cta-in-article {\r\n\t\tmargin: 0px !important;\r\n\t\tpadding: 0px !important;\r\n\t\tbox-shadow: none !important;\r\n\t}\r\n\t\r\n@media (min-width: 650px) {\r\n    .cta-in-article-image .desktop-banner {\r\n        display: block!important;\r\n    }\r\n}\r\n@media (min-width: 650px) {\r\n   .cta-in-article-image .desktop-mobile {\r\n        display: none!important;\r\n    }\r\n}\r\n<\/style>\r\n<div class=\"cta-in-article-image\">\r\n\t<a href=\"https:\/\/www.hashmicro.com\/id\/offer\/download-skema-harga-software-erp?blog&utm_source=blog&medium=banner-article\" target=\"_blank\" rel=\"noopener\">\r\n\t\t<div id=\"desktop-banner-container\">\r\n\t\t\t<div class=\"desktop-banner\">\r\n\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/10\/02.Skema-Harga-web-resized.webp\" alt=\"download skema harga software erp\">\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div id=\"mobile-banner-container\">\r\n\t\t\t<div class=\"desktop-mobile\">\r\n\t\t\t\t<img decoding=\"async\" width=\"372\" height=\"465\" src=\"https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/10\/02.-Skema-Harga-Mobile-372px.webp\" alt=\"download skema harga software erp\">\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t<\/a>\r\n<\/div>\n<h2 id=\"6\"><strong>Karakteristik <i>Data warehouse<\/i><\/strong><\/h2>\n<p><i>Data warehouse<\/i> memiliki 4 karakteristik, penjelasannya sebagai berikut.<\/p>\n<h3>Subject-oriented<\/h3>\n<p>selalu berorientasi pada subjek karena <i>data warehouse<\/i> memberikan informasi tentang suatu topik daripada operasi organisasi yang sedang berlangsung. Berfokus pada demonstrasi dan analisis data untuk membuat berbagai keputusan. Karakteristiknya ini juga memberikan demonstrasi yang cepat, mudah, dan tepat mengenai topik tertentu dengan menghilangkan data yang tidak perlu untuk proses pengambilan keputusan.<\/p>\n<h3>Integrated<\/h3>\n<p>Data warehouse terintegrasi berarti menetapkan unit standar pengukuran dari <i>database <\/i>yang berbeda untuk data-data yang serupa. Data tersimpan secara terpusat pada <i>database <\/i>yang berisi gabungan data dari berbagai sumber data seperti <i>mainframe<\/i>,\u00a0<i>database\u00a0<\/i>relasional,\u00a0<i>flat file<\/i> datar, dan sebagainya.<\/p>\n<h3>Nonvolatile<\/h3>\n<p>Adalah ketika ada data baru yang diinput maka data sebelumnya tidak akan terhapus. Data terbaharui dengan mengunggah data ke gudang data untuk melindungi data dari perubahan. Sehingga, data terbaharui secara berkala. Hal ini dapat membantu dalam menganalisis data historis.<\/p>\n<h3>Time-variant<\/h3>\n<p>Data warehouse <span style=\"color: black;\">memiliki variasi waktu untuk setiap data yang telah dikumpulkan pada <i>database<\/i>. Informasi mengenai waktu atau data historis ini dapat memberikan informasi mengenai jam, hari, bulan, tahun dan sebagainya pada setiap informasi yang telah terbaharui.<\/span><\/p>\n<p class=\"MsoNormal\" style=\"margin-bottom: 14pt; text-align: justify; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; border: none;\"><span style=\"color: black;\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-51227 size-full\" src=\"https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2022\/12\/123123.jpg\" alt=\"Data Warehouse\" width=\"870\" height=\"520\" srcset=\"https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2022\/12\/123123.jpg 870w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2022\/12\/123123-300x179.jpg 300w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2022\/12\/123123-768x459.jpg 768w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2022\/12\/123123-150x90.jpg 150w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2022\/12\/123123-696x416.jpg 696w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2022\/12\/123123-703x420.jpg 703w\" sizes=\"auto, (max-width: 870px) 100vw, 870px\" \/><\/span><\/p>\n<p class=\"MsoNormal\" style=\"margin-bottom: 14pt; text-align: justify; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; border: none;\"><span style=\"color: black;\">\u00a0<\/span><b>Baca juga :<\/b><a href=\"https:\/\/www.hashmicro.com\/id\/blog\/warehouse-management-system\/\">Warehouse Management System: Pengertian, Manfaat, dan Fitur<\/a><\/p>\n<h2 id=\"7\"><strong>Data Warehouse Architecture<\/strong><\/h2>\n<h3><a name=\"_heading=h.7t4i77nvrmot\"><\/a>Simple<\/h3>\n<p class=\"MsoNormal\" style=\"text-align: justify;\">Membagikan desain dasar seperti metadata, data ringkasan, dan data mentah tersimpan dalam pusat gudang. Data selanjutnya proses sumber data dan dapat Anda akses\u00a0 oleh karyawan untuk analisis, pelaporan, dan pembaruan data.<\/p>\n<h3><a name=\"_heading=h.rzw2s65qk9ve\"><\/a>Simple with a staging area<\/h3>\n<p>Data operasional harus bersih dan proses sebelum masuk ke dalam gudang. Meskipun ini secara terprogram, banyak gudang data menambahkan <i>staging area<\/i> untuk data sebelum memasuki gudang, untuk menyederhanakan persiapan data.<\/p>\n<h3><a name=\"_heading=h.sl1ap13bma11\"><\/a>Hub and spoke<\/h3>\n<p>Menambahkan <i>data mart<\/i> antara repository pusat dan pengguna akhir memungkinkan organisasi untuk menyesuaikan gudang datanya untuk melayani berbagai lini bisnis. Ketika data siap,\u00a0 data akan dipindahkan ke <i>data mart <\/i>yang sesuai.<\/p>\n<h3><a name=\"_heading=h.es4jqwrf2z2k\"><\/a>Sandboxes<\/h3>\n<p>Sandboxes adalah area pribadi yang aman dan memungkinkan perusahaan untuk dengan cepat dapat mengumpulkan data baru dan melakukan analisis data tanpa perlu terhalang oleh peraturan mengikat dan protokol gudang data yang formal.<\/p>\n<h2 id=\"8\"><strong>Komponen Utama Data Warehouse<\/strong><\/h2>\n<h3><a name=\"_heading=h.itz6yw4ztwdd\"><\/a>Load manager<\/h3>\n<p><i>Load manager <\/i>\u00a0sebagai komponen depan. Bekerja dengan melakukan semua operasi terkait dengan ekstraksi dan pemuatan data ke dalam gudang. Operasi ini mencakup transformasi untuk menyiapkan data untuk masuk ke dalam gudang data.<\/p>\n<h3><a name=\"_heading=h.yfm5qtnjogj\"><\/a>Warehouse manager<\/h3>\n<p class=\"MsoNormal\" style=\"text-align: justify;\"><i>Warehouse manager <\/i>melakukan bekerja dengan mengelola data di gudang. Melakukan operasi seperti analisis data untuk memastikan konsistensi dalam pembuatan indeks dan tampilan, juga melakukan denormalisasi dan agregasi, serta transformasi dan penggabungan data sumber dan pengarsipan dan pembuatan data.<\/p>\n<h3><a name=\"_heading=h.ycn88fvmhrqe\"><\/a>Query manager<\/h3>\n<p><i>Query manager <\/i>sebagai komponen <i>backend. <\/i>Bekerja dengan melakukan seluruh operasi yang terkait dengan manajemen kueri pertama. Operasi komponen <i>data warehouse <\/i>adalah kueri langsung ke tabel yang sesuai untuk menjadwalkan eksekusi kueri.<\/p>\n<h3><a name=\"_heading=h.zaqaap5k7mmv\"><\/a>End-user access tools<\/h3>\n<p><i>End-user tools<\/i> terkategorisasi ke dalam lima kelompok berbeda seperti berikut:<\/p>\n<p><i>1. Data Reporting <\/i>(Pelaporan Data)<i><\/i><\/p>\n<p><i>2. Query Tools <\/i>(Alat Kueri)<\/p>\n<p><i>3. Application development tools <\/i>(Alat pengembangan aplikasi)<i> <\/i><\/p>\n<p><i>4. EIS tools, <\/i>(Alat EIS)<\/p>\n<p><i>5. OLAP tools and data mining tools. <\/i>(Alat OLAP dan alat penambangan data)<\/p>\n<h2 id=\"9\"><strong>Tahapan umum data warehouse<\/strong><\/h2>\n<p class=\"MsoNormal\" style=\"margin: 13.5pt 0cm; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\"><span style=\"color: black;\">Tahapan umum <i>Data Warehouse<\/i> adalah proses mendesain, membangun, dan memelihara Data Warehouse.<\/span><\/p>\n<h3 class=\"MsoNormal\" style=\"margin: 13.5pt 0cm; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\">1.<span style=\"font-variant-numeric: normal; font-variant-east-asian: normal; font-stretch: normal; font-size: 7pt; line-height: normal; font-family: 'Times New Roman';\"> \u00a0 <\/span>Pengumpulan persyaratan data<\/h3>\n<p class=\"MsoNormal\" style=\"margin: 13.5pt 0cm; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\"><span style=\"color: black;\">Tahap pertama adalah mengumpulkan kebutuhan data dari <i>stakeholder.<\/i> Ini membantu untuk memastikan bahwa <i>data warehouse<\/i> akan memenuhi kebutuhan bisnis.<\/span><\/p>\n<h3 class=\"MsoNormal\" style=\"margin: 13.5pt 0cm; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\"><span style=\"text-indent: -18pt;\">2.<\/span><span style=\"font-variant-numeric: normal; font-variant-east-asian: normal; font-stretch: normal; font-size: 7pt; line-height: normal; font-family: 'Times New Roman';\"> \u00a0 <\/span><span style=\"text-indent: -18pt;\">Pemodelan data<\/span><\/h3>\n<p class=\"MsoNormal\" style=\"margin: 13.5pt 0cm; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\"><span style=\"color: black;\">Pemodelan data adalah membuat model daya yang menggambarkan hubungan antara bagian data yang berbeda. Langkah ini menjadi penting karena berguna untuk memastikan <i>data warehouse <\/i>dapat menyimpan dan mengambil secara efisien.<\/span><\/p>\n<h3 class=\"MsoNormal\" style=\"margin: 13.5pt 0cm; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\">3.<span style=\"font-variant-numeric: normal; font-variant-east-asian: normal; font-stretch: normal; font-size: 7pt; line-height: normal; font-family: 'Times New Roman';\">\u00a0\u00a0\u00a0\u00a0 <\/span><!--[endif]-->Pengembangan ETL<\/h3>\n<p class=\"MsoNormal\" style=\"margin: 13.5pt 0cm; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\"><!--[endif]--><span style=\"color: black;\">Pengembangan ETL (<i>Extract, Transform, Load<\/i>) akan mengisi <i>data warehouse <\/i>dengan data dari sistem operasional.<\/span><\/p>\n<h3 class=\"MsoNormal\" style=\"margin: 13.5pt 0cm; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\">4.<span style=\"font-variant-numeric: normal; font-variant-east-asian: normal; font-stretch: normal; font-size: 7pt; line-height: normal; font-family: 'Times New Roman';\">\u00a0\u00a0\u00a0\u00a0 <\/span><!--[endif]-->Pengujian data warehouse<\/h3>\n<p class=\"MsoNormal\" style=\"margin: 13.5pt 0cm; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\">Setelah <i>Data Warehouse<\/i> dibangun, penting untuk mengujinya untuk memastikan bahwa ia berfungsi dengan baik.<\/p>\n<h3 class=\"MsoNormal\" style=\"margin: 13.5pt 0cm; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\">5.<span style=\"font-variant-numeric: normal; font-variant-east-asian: normal; font-stretch: normal; font-size: 7pt; line-height: normal; font-family: 'Times New Roman';\">\u00a0 \u00a0<\/span><!--[endif]-->Penyebaran data warehouse<\/h3>\n<p class=\"MsoNormal\" style=\"margin: 13.5pt 0cm; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\">Tahap terakhir adalah menyebarkan <i>Data Warehouse<\/i> dan membuatnya tersedia bagi pengguna.<\/p>\n<h2 id=\"10\"><strong>Sektor Industri Yang Cocok Menggunakan Data Warehouse<\/strong><\/h2>\n<h2><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-51238 size-full\" src=\"https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2022\/12\/32131.jpg\" alt=\"\" width=\"870\" height=\"520\" srcset=\"https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2022\/12\/32131.jpg 870w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2022\/12\/32131-300x179.jpg 300w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2022\/12\/32131-768x459.jpg 768w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2022\/12\/32131-150x90.jpg 150w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2022\/12\/32131-696x416.jpg 696w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2022\/12\/32131-703x420.jpg 703w\" sizes=\"auto, (max-width: 870px) 100vw, 870px\" \/><\/h2>\n<p>Maka dari itu, perusahaan yang berada pada berbagai sektor seperti perusahaan transportasi udara, darat, maupun laut. Sektor perbankan, sektor kesehatan, sektor publik, sektor investasi, sektor telekomunikasi, sektor industri pariwisata dan lain sebagainya.<\/p>\n<p><i>M<\/i>emberikan banyak benefit bagi perusahaan karena dapat menghemat waktu analisis terhadap data yang tersimpan dan juga memudahkan Anda dalam membuat keputusan bagi perusahaan untuk mengambil langkah yang tepat dalam upaya memaksimalkan bisnis Anda.<\/p>\n<h2 id=\"11\">Mengapa Perusahaan Membutuhkan Data Warehouse?<\/h2>\n<p>Dengan demikian, sebagaimana fungsi gudang pada umumnya, Memberikan kemudahan dalam pengelolaan berbagai data yang lebih canggih karena menggunakan bantuan teknologi cerdas seperti sistem komputer <i>Business intelligence<\/i>. Hal ini akan mampu memudahkan Anda jika beralih dari pengelolaan secara manual yang tentu memakan waktu dan begitu rumit.<\/p>\n<p>Dengan memanfaatkan hal tersebut<i>\u00a0<\/i>proses pengumpulan dan pengolahan data dari berbagai sumber dapat berjalan secara otomatis dan dapat menyediakan <i>insight <\/i>bagi pemilik bisnis dalam mengambil keputusan yang tepat bagi bisnis. Memberi kemudahan dalam pembuatan laporan dan melakukan analisis terhadap laproan\u00a0 yang tersimpan.<\/p>\n<h2 id=\"12\">Kesimpulan<\/h2>\n<div class=\"WordSection1\">\n<p class=\"MsoNormal\" style=\"text-align: justify;\"><i>Data warehouse<\/i><span style=\"background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\"> atau gudang data sangat dibutuhkan pada era saat ini karena teknologi digital telah berkembang dengan sangat pesat terutama dalam proses bisnis perusahaan.<\/span><\/p>\n<p>Data warehouse adalah sistem yang dapat melakukan pengarsipan sekaligus melakukan analisis historis untuk keperluan informasi pada bisnis Anda. Untuk memudahkan pengelolaan data perusahaan, Anda dapat menggunakan <a href=\"https:\/\/www.hashmicro.com\/id\/warehouse-management-system\" target=\"_blank\" rel=\"noopener\"><i>Software management warehouse <\/i><\/a><span style=\"background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\">yang dapat memberi kemudahan pada pengelolaan data perusahaan Anda.<\/span><\/p>\n<p>Karena, sistem ini beroperasi dengan menggunakan sistem yang telah terotomatisasi dan terkomputerisasi sehingga mampu menjadi solusi yang dapat meningkatkan produktivitas bisnis. 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id=\"highlighter--hover-tools\" style=\"display: none;\">\n<div id=\"highlighter--hover-tools--container\">\n<div class=\"highlighter--icon highlighter--icon-copy\" title=\"Copy\"><\/div>\n<div class=\"highlighter--icon highlighter--icon-change-color\" title=\"Change Color\"><\/div>\n<div class=\"highlighter--icon highlighter--icon-delete\" title=\"Delete\"><\/div>\n<\/div>\n<\/div>\n<div id=\"highlighter--hover-tools\" style=\"display: none;\">\n<div id=\"highlighter--hover-tools--container\">\n<div class=\"highlighter--icon highlighter--icon-copy\" title=\"Copy\"><\/div>\n<div class=\"highlighter--icon highlighter--icon-change-color\" title=\"Change Color\"><\/div>\n<div class=\"highlighter--icon highlighter--icon-delete\" title=\"Delete\"><\/div>\n<\/div>\n<\/div>\n<div id=\"highlighter--hover-tools\" style=\"display: none;\">\n<div id=\"highlighter--hover-tools--container\">\n<div class=\"highlighter--icon highlighter--icon-copy\" title=\"Copy\"><\/div>\n<div class=\"highlighter--icon highlighter--icon-change-color\" title=\"Change Color\"><\/div>\n<div class=\"highlighter--icon highlighter--icon-delete\" title=\"Delete\"><\/div>\n<\/div>\n<\/div>\n<div id=\"highlighter--hover-tools\" style=\"display: none;\">\n<div id=\"highlighter--hover-tools--container\">\n<div class=\"highlighter--icon highlighter--icon-copy\" title=\"Copy\"><\/div>\n<div class=\"highlighter--icon highlighter--icon-change-color\" title=\"Change Color\"><\/div>\n<div class=\"highlighter--icon highlighter--icon-delete\" title=\"Delete\"><\/div>\n<\/div>\n<\/div>\n<div id=\"highlighter--hover-tools\" style=\"display: none;\">\n<div id=\"highlighter--hover-tools--container\">\n<div class=\"highlighter--icon highlighter--icon-copy\" title=\"Copy\"><\/div>\n<div class=\"highlighter--icon highlighter--icon-change-color\" title=\"Change Color\"><\/div>\n<div class=\"highlighter--icon highlighter--icon-delete\" title=\"Delete\"><\/div>\n<\/div>\n<\/div>\n<div 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Dapat memudahkan dan meningkatkan efisiensi pengelolaan gudang Anda. Namun, di Indonesia masih ada perusahaan yang menggunakan sistem konvensional dimana sistem ini masih mengandalkan manusia dalam pengelolaan gudang dan juga masih menggunakan sistem inventaris [&hellip;]<\/p>\n","protected":false},"author":160,"featured_media":140220,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[796],"tags":[],"class_list":{"0":"post-51221","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-warehouse"},"acf":{"post_reviewer":null},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.1 (Yoast SEO v25.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Aspek Penting Data Warehouse Fungsi, Tipe &amp; Komponen Utama<\/title>\n<meta name=\"description\" content=\"Data warehouse atau gudang data adalah sebuah sistem yang bertugas mengarsipkan sekaligus melakukan analisis data riwayat.\" \/>\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.hashmicro.com\/id\/blog\/aspek-penting-dalam-data-warehouse-fungsi-tipe-komponen-utama-pendukungnya\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Aspek Penting Dalam Data Warehouse Fungsi, Tipe &amp; 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