{"id":24927,"date":"2022-12-23T23:56:00","date_gmt":"2022-12-23T15:56:00","guid":{"rendered":"https:\/\/www.granitefirm.com\/blog\/?p=24927"},"modified":"2025-10-05T10:35:33","modified_gmt":"2025-10-05T02:35:33","slug":"%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b","status":"publish","type":"post","link":"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/","title":{"rendered":"\u6df1\u5165\u5256\u6790\u96ea\u82b1\uff08Snowflake\uff09\u7684\u7af6\u722d\u529b"},"content":{"rendered":"\n<p>\u524d\u4e9b\u65e5\u5b50\u5728\u90e8\u843d\u683c\u767c\u4f48\u904e\u4e00\u7bc7\u95dc\u65bc\u96ea\u82b1\u7684\u6587\u7ae0\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/09\/03\/%e5%b7%b4%e8%8f%b2%e7%89%b9%e6%8c%81%e6%9c%89%e7%9a%84%e9%9b%aa%e8%8a%b1%e7%a9%b6%e7%ab%9f%e6%98%af%e5%ae%b6%e4%bb%80%e9%ba%bc%e6%a8%a3%e7%9a%84%e7%a7%91%e6%8a%80%e5%85%ac%e5%8f%b8%ef%bc%9f\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5df4\u83f2\u7279\u6301\u6709\u7684\u96ea\u82b1\uff08Snowflake\uff09\u7a76\u7adf\u662f\u5bb6\u4ec0\u9ebc\u6a23\u7684\u79d1\u6280\u516c\u53f8\uff1f\u5b83\u7684\u50f9\u503c\u5728\u90a3\u88e1\uff1f<\/a>\u300b\u3002\u9664\u4e86\u6ce2\u514b\u590f\uff0c\u96ea\u82b1\u9084\u6709\u4e00\u5bb6\u91cd\u91cf\u7d1a\u7684\u80a1\u6771\uff0c\u4e5f\u5c31\u662f\u96f2\u7aef\u904b\u7b97\u7684\u59cb\u7956\u8cfd\u5bcc\u6642\u3002\u95dc\u65bc\u8cfd\u5bcc\u6642\uff0c\u6709\u8208\u8da3\u7684\u670b\u53cb\u5011\u53ef\u4ee5\u53c3\u898b\u6211\u4e4b\u524d\u7684\u6587\u7ae0\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/08\/22\/%e9%9b%b2%e7%ab%af%e9%81%8b%e7%ae%97%e7%9a%84%e5%a7%8b%e7%a5%96%e8%b3%bd%e5%af%8c%e6%99%82%ef%bc%88salesforce%ef%bc%89\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u96f2\u7aef\u904b\u7b97\u7684\u59cb\u7956\u8cfd\u5bcc\u6642\uff08Salesforce\uff09\u5982\u4f55\u8cfa\u9322\uff1f\u70ba\u4f55\u5982\u6b64\u6210\u529f\uff1f<\/a>\u300b\u3002<\/p>\n\n\n\n<p>\u6211\u5728<span style=\"font-size: revert;\">\u300a<\/span><a href=\"https:\/\/www.books.com.tw\/products\/0010935641?sloc=main\" target=\"_blank\" rel=\"noopener\">10\u500d\u80a1\u6cd5\u5247<\/a><span style=\"font-size: revert;\">\u300b<\/span>\u76841-3\u548c6-6\uff0c\u90fd\u63d0\u5230\u4e86\u96ea\u82b1\uff08\u7f8e\u80a1\u4ee3\u78bc\uff1aSNOW\uff09\u9019\u5bb6\u516c\u53f8\u3002<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u986f\u793a\/\u96b1\u85cf\u5167\u5bb9\u76ee\u9304\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #ffffff;color:#ffffff\" 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: #ffffff;color:#ffffff\" 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><\/span><\/a><\/span><\/div>\n<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:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E8%BF%9120%E5%B9%B4%E7%9A%84%E8%BB%9F%E9%AB%94%E7%99%BC%E5%B1%95%E8%B6%A8%E5%8B%A2\" >\u8fd120\u5e74\u7684\u8edf\u9ad4\u767c\u5c55\u8da8\u52e2<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E9%96%8B%E6%94%BE%E7%B3%BB%E7%B5%B1\" >\u958b\u653e\u7cfb\u7d71<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E8%A8%B1%E5%A4%9A%E8%BB%9F%E9%AB%94%E9%83%BD%E8%84%AB%E8%83%8E%E6%96%BC%E9%96%8B%E6%94%BE%E7%B3%BB%E7%B5%B1\" >\u8a31\u591a\u8edf\u9ad4\u90fd\u812b\u80ce\u65bc\u958b\u653e\u7cfb\u7d71<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E8%B3%87%E6%96%99%E5%BA%AB%E6%98%AF%E5%A4%A7%E5%9E%8B%E8%BB%9F%E9%AB%94%E7%9A%84%E5%9F%BA%E7%A4%8E\" >\u8cc7\u6599\u5eab\u662f\u5927\u578b\u8edf\u9ad4\u7684\u57fa\u790e<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E8%B3%87%E6%96%99%E5%BA%AB%E6%A5%AD%E5%B7%B2%E7%B6%93%E6%9C%89%E5%BE%88%E5%A4%A7%E7%9A%84%E6%94%B9%E8%AE%8A\" >\u8cc7\u6599\u5eab\u696d\u5df2\u7d93\u6709\u5f88\u5927\u7684\u6539\u8b8a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E9%9B%B2%E7%AB%AF%E5%8C%96%E5%92%8C%E8%A1%8C%E5%8B%95%E5%8C%96\" >\u96f2\u7aef\u5316\u548c\u884c\u52d5\u5316<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E6%96%B0%E7%9A%84%E8%B3%87%E6%96%99%E8%99%95%E7%90%86%E6%96%B9%E5%BC%8F\" >\u65b0\u7684\u8cc7\u6599\u8655\u7406\u65b9\u5f0f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E9%9B%AA%E8%8A%B1%E7%82%BA%E4%BD%95%E8%A2%AB%E8%BF%BD%E6%8D%A7%EF%BC%9F\" >\u96ea\u82b1\u70ba\u4f55\u88ab\u8ffd\u6367\uff1f<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E8%AD%B7%E5%9F%8E%E6%B2%B3%E5%9C%A8%E9%82%A3%E8%A3%A1%EF%BC%9F\" >\u8b77\u57ce\u6cb3\u5728\u90a3\u88e1\uff1f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E5%A4%AA%E5%A4%9A%E7%9A%84%E6%95%B5%E6%89%8B\" >\u592a\u591a\u7684\u6575\u624b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E9%80%99%E6%98%AF%E8%A6%8F%E6%A8%A1%E5%8F%96%E5%8B%9D%E7%9A%84%E8%A1%8C%E6%A5%AD\" >\u9019\u662f\u898f\u6a21\u53d6\u52dd\u7684\u884c\u696d<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E5%AE%83%E7%9A%84%E5%84%AA%E5%8B%A2\" >\u5b83\u7684\u512a\u52e2<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E6%A5%AD%E5%8B%99%E5%B0%88%E4%B8%80\" >\u696d\u52d9\u5c08\u4e00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E8%B6%A8%E5%8B%A2%E6%9C%89%E5%88%A9\" >\u8da8\u52e2\u6709\u5229<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E6%B2%92%E6%9C%89%E5%8C%85%E8%A2%B1\" >\u6c92\u6709\u5305\u88b1<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E8%99%95%E6%96%BC%E9%AB%98%E9%80%9F%E6%88%90%E9%95%B7%E7%9A%84%E9%9A%8E%E6%AE%B5\" >\u8655\u65bc\u9ad8\u901f\u6210\u9577\u7684\u968e\u6bb5<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E9%9B%AA%E8%8A%B1%E7%9A%84%E8%B2%A1%E5%8B%99%E5%8A%A3%E5%8B%A2\" >\u96ea\u82b1\u7684\u8ca1\u52d9\u52a3\u52e2<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E8%A1%A8%E9%9D%A2%E7%9C%8B%E4%BE%86%E4%B8%80%E5%88%87%E7%BE%8E%E5%A5%BD\" >\u8868\u9762\u770b\u4f86\u4e00\u5207\u7f8e\u597d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E8%B2%A1%E5%8B%99%E4%B8%80%E7%9B%B4%E6%9C%AA%E8%A6%8B%E6%94%B9%E5%96%84\" >\u8ca1\u52d9\u4e00\u76f4\u672a\u898b\u6539\u5584<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E6%88%90%E9%95%B7%E7%8E%87%E4%B8%8B%E9%99%8D%E6%98%8E%E9%A1%AF\" >\u6210\u9577\u7387\u4e0b\u964d\u660e\u986f<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E5%80%BC%E5%BE%97%E6%B3%A8%E6%84%8F%E7%9A%84%E7%AB%B6%E7%88%AD%E8%80%85\" >\u503c\u5f97\u6ce8\u610f\u7684\u7af6\u722d\u8005<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#Databricks\" >Databricks<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E6%85%A7%E8%88%87\" >\u6167\u8207<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E5%85%AC%E5%8F%B8%E7%9A%84%E5%B1%95%E6%9C%9B\" >\u516c\u53f8\u7684\u5c55\u671b<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E6%BD%9B%E5%9C%A8%E5%B8%82%E5%A0%B4\" >\u6f5b\u5728\u5e02\u5834<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E9%95%B7%E6%9C%9F%E5%B1%95%E6%9C%9B\" >\u9577\u671f\u5c55\u671b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E7%9B%88%E5%88%A9%E8%A8%88%E5%8A%83\" >\u76c8\u5229\u8a08\u5283<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E5%95%86%E6%A5%AD%E6%A8%A1%E5%BC%8F\" >\u5546\u696d\u6a21\u5f0f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E6%9C%89%E5%88%A9%E7%9A%84%E5%9C%B0%E6%96%B9\" >\u6709\u5229\u7684\u5730\u65b9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E4%B8%8D%E5%88%A9%E4%B9%8B%E8%99%95\" >\u4e0d\u5229\u4e4b\u8655<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E4%B8%8A%E5%B8%82%E4%BB%A5%E4%BE%86%E7%9A%84%E8%A1%A8%E7%8F%BE%E5%A6%82%E4%BD%95%EF%BC%9F\" >\u4e0a\u5e02\u4ee5\u4f86\u7684\u8868\u73fe\u5982\u4f55\uff1f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E7%AC%AC%E4%BA%8C%E5%AD%A3%E7%9A%84%E6%A5%AD%E7%B8%BE\" >\u7b2c\u4e8c\u5b63\u7684\u696d\u7e3e<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E8%82%A1%E5%83%B9%E8%A1%A8%E7%8F%BE\" >\u80a1\u50f9\u8868\u73fe<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E5%AE%A2%E6%88%B6%E6%8C%87%E6%A8%99\" >\u5ba2\u6236\u6307\u6a19<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/12\/23\/%e5%86%8d%e8%ab%96%e9%9b%aa%e8%8a%b1%e7%9a%84%e7%ab%b6%e7%88%ad%e5%8a%9b\/#%E7%9B%B8%E9%97%9C%E6%96%87%E7%AB%A0\" >\u76f8\u95dc\u6587\u7ae0<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%BF%9120%E5%B9%B4%E7%9A%84%E8%BB%9F%E9%AB%94%E7%99%BC%E5%B1%95%E8%B6%A8%E5%8B%A2\"><\/span>\u8fd120\u5e74\u7684\u8edf\u9ad4\u767c\u5c55\u8da8\u52e2<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E9%96%8B%E6%94%BE%E7%B3%BB%E7%B5%B1\"><\/span>\u958b\u653e\u7cfb\u7d71<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u6211\u5728\u8a31\u591a\u5730\u65b9\u4e00\u518d\u5f37\u8abf\u9019\u9ede\uff0c\u8fd120\u5e74\u6709\u592a\u591a\u7684\u514d\u8cbb\u7684\u958b\u653e\u7cfb\u7d71\uff08Open Source\uff09\u7684\u51fa\u73fe\u3002\u4f46\u548c\u4e8c\u4e09\u5341\u5e74\u524d\u4e0d\u540c\u7684\u662f\uff0c\u73fe\u5728\u7684\u958b\u653e\u7cfb\u7d71\u4e0d\u53ea\u529f\u80fd\u5f37\u5927\uff0c\u800c\u4e14\u9084\u4e0d\u7528\u9322\uff0c\u9019\u9ede\u5fb9\u5e95\u7ffb\u8f49\u4e86\u8fd120\u5e74\u7684\u8edf\u9ad4\u696d\u3002\u9019\u80a1\u98a8\u6f6e\u6700\u91cd\u8981\u7684\u8f49\u8b8a\u8d77\u59cb\u65bc20\u5e74\u524d\u7684Linux\u4f5c\u696d\u7cfb\u7d71\uff0cLinux\u4f5c\u696d\u7cfb\u7d71\u7684\u51fa\u73fe\u6539\u8b8a\u4e86\u6574\u500b\u8edf\u9ad4\u696d\uff1b\u7576\u5e74\u5176\u81f3\u4f7f\u5fae\u8edf\u614c\u4e86\u624b\u811a\uff0c\u800c\u73fe\u5728\u5168\u4e16\u754c\u67093\/4\u7684\u4eba\u7684\u624b\u6a5f\u88e1\u7684\u4f5c\u696d\u7cfb\u7d71\u5c31\u662f\u57fa\u65bcLinux\u4f5c\u696d\u7cfb\u7d71\u7684\u5b89\u5353\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%A8%B1%E5%A4%9A%E8%BB%9F%E9%AB%94%E9%83%BD%E8%84%AB%E8%83%8E%E6%96%BC%E9%96%8B%E6%94%BE%E7%B3%BB%E7%B5%B1\"><\/span>\u8a31\u591a\u8edf\u9ad4\u90fd\u812b\u80ce\u65bc\u958b\u653e\u7cfb\u7d71<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u958b\u653e\u7cfb\u7d71\u88e1\u6700\u91cd\u8981\u7684\u662f\u8cc7\u6599\u5eab\u548c\u4f5c\u696d\u7cfb\u7d71\uff0c\u4ed6\u5011\u662f\u958b\u653e\u7cfb\u7d71\u7684\u6700\u5927\u5b97\uff0c\u4ee5\u53ca\u6700\u70ba\u95dc\u9375\u3002\u9019\u9ede\u5f71\u97ff\u5f88\u5927\uff0c\u5176\u5be6\u73fe\u5728\u8a31\u591a\u65b0\u4e0a\u5e02\u7684\u8edf\u9ad4\u5546\u548c\u7368\u89d2\u7378\uff0c\u90fd\u662f\u6539\u5beb\u81ea\u6216\u5f37\u5316\u958b\u653e\u7cfb\u7d71\uff0c\u6709\u4e86\u5e02\u5834\u71df\u6536\u5f8c\u624d\u9577\u6210\u5982\u6b64\u7684\u898f\u6a21\u7684\uff0c\u4f8b\u5b50\u5f88\u591a\uff0c\u6211\u5c31\u4e0d\u4e00\u4e00\u8209\u4f8b\u4e86\uff1b\u4ee5\u5f8c\u6709\u6a5f\u6703\u6211\u5011\u518d\u4f86\u8a73\u7d30\u8a0e\u8ad6\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%B3%87%E6%96%99%E5%BA%AB%E6%98%AF%E5%A4%A7%E5%9E%8B%E8%BB%9F%E9%AB%94%E7%9A%84%E5%9F%BA%E7%A4%8E\"><\/span>\u8cc7\u6599\u5eab\u662f\u5927\u578b\u8edf\u9ad4\u7684\u57fa\u790e<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%B3%87%E6%96%99%E5%BA%AB%E6%A5%AD%E5%B7%B2%E7%B6%93%E6%9C%89%E5%BE%88%E5%A4%A7%E7%9A%84%E6%94%B9%E8%AE%8A\"><\/span>\u8cc7\u6599\u5eab\u696d\u5df2\u7d93\u6709\u5f88\u5927\u7684\u6539\u8b8a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u6240\u6709\u7684\u5927\u578b\u8edf\u9ad4\u90fd\u9700\u8981\u7528\u5230\u8cc7\u6599\u5eab\u300220\u591a\u5e74\u524d\uff0c\u8cc7\u6599\u5eab\u662f\u8edf\u9ad4\u696d\u6700\u8cfa\u9322\uff0c\u800c\u4e14\u662f\u5f71\u97ff\u529b\u6700\u5927\u7684\u8edf\u9ad4\u9818\u57df\u3002\u7532\u9aa8\u6587\u5c31\u662f\u9019\u9ebc\u4f86\u7684\u3002<\/p>\n\n\n\n<p>20\u5e74\u524d\u51fa\u73fe\u7684\u514d\u8cbb\u4f5c\u696d\u7cfb\u7d71Linux\uff0c\u6539\u8b8a\u4e86\u9019\u4e00\u5207\u3002\u56e0\u70ba\u6240\u6709\u7684\u786c\u9ad4\u5e73\u53f0\uff0c\u5305\u62ecIBM\uff0c\u90fd\u80fd\u57f7\u884cLinux\uff0c\u800c\u4e14Linux\u9084\u5167\u9644\u8a31\u591a\u7684\u514d\u8cbb\u8cc7\u6599\u5eab\u7cfb\u7d71\uff01<\/p>\n\n\n\n<p>\u4f46\u662f\uff0c\u8edf\u9ad4\u754c\u8fd120\u5e74\u5df2\u7d93\u4e0d\u53ef\u80fd\u53ea\u9760\u8cc7\u6599\u5eab\u8edf\u9ad4\u672c\u8eab\u4f86\u8cfa\u9322\u4e86\u3002\u56e0\u70ba\u73fe\u5728\u8cc7\u6599\u5eab\u5f15\u64ce\u548c\u5927\u90e8\u4efd\u7684\u4f7f\u7528\u90fd\u662f\u514d\u8cbb\u7684\uff0c\u5373\u4f7f\u7532\u9aa8\u6587\u548c\u5fae\u8edf\u7684\u5927\u578b\u8cc7\u6599\u5eab\uff0c\u53ea\u5b89\u88dd\u4f7f\u7528\u90fd\u662f\u4e0d\u7528\u9322\u7684\u3002\u9020\u6210\u8cc7\u6599\u5eab\u7684\u5ee0\u5546\u53ea\u80fd\u9760\u670d\u52d9\u652f\u63f4\u4f86\u8cfa\u9322\uff0c\u6216\u662f\u80fd\u9760\u67b6\u5728\u8cc7\u6599\u5eab\u4e0a\u7684\u5176\u5b83\u6a21\u7d44\u548c\u529f\u80fd\uff0c\u9019\u662f\u8cc7\u6599\u5eab\u884c\u696d\u8fd120\u5e74\u4f86\u7684\u6700\u5927\u8b8a\u5316\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E9%9B%B2%E7%AB%AF%E5%8C%96%E5%92%8C%E8%A1%8C%E5%8B%95%E5%8C%96\"><\/span>\u96f2\u7aef\u5316\u548c\u884c\u52d5\u5316<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u6211\u5728<span style=\"font-size: revert;\">\u300a<\/span><a href=\"https:\/\/www.books.com.tw\/products\/0010935641?sloc=main\" target=\"_blank\" rel=\"noopener\">10\u500d\u80a1\u6cd5\u5247<\/a><span style=\"font-size: revert;\">\u300b<\/span>\u6216\u662f<span style=\"font-size: revert;\">\u300a<\/span><a style=\"font-size: revert;\" href=\"https:\/\/www.books.com.tw\/products\/0010889106?sloc=main\" target=\"_blank\" rel=\"noopener\">\u8d85\u7d1a\u6210\u9577\u80a1\u6295\u8cc7\u6cd5\u5247<\/a><span style=\"font-size: revert;\">\u300b<\/span>\u9019\u5169\u672c\u66f8\u88e1\u90fd\u63d0\u904e\uff0c\u904e\u53bb\u5341\u591a\u5e74\uff0c\u8edf\u9ad4\u754c\u6700\u5927\u7684\u6539\u8b8a\u5c31\u662f\u96f2\u7aef\u5316\uff0c\u884c\u52d5\u5316\u3002\u800c\u8cc7\u6599\u5eab\u5247\u76f4\u63a5\u4f7f\u7528\u8a18\u61b6\u9ad4\u4f7f\u8655\u7406\u901f\u5ea6\u52a0\u5feb\uff0c\u64fa\u812b\u9577\u4e45\u4ee5\u4f86\u4ee4\u4eba\u57a2\u75c5\u7684\u4e00\u5927\u7f3a\u9677\u3002\u800c\u8cc7\u6599\u5eab\u7684\u90e8\u4efd\uff0c\u5176\u4e2d\u7684\u4ee3\u8868\u5546\u5c31\u662fMongoDB\uff08\u7f8e\u80a1\u4ee3\u78bc\uff1aMDB\uff09\u3002<\/p>\n\n\n\n<p>MongoDB\u7684\u90e8\u4efd\uff0c\u4f9ddb-engines.com\/en\/ranking\u7684\u8cc7\u6599\uff0c\u5b83\u76ee\u524d\u6392\u540d\u7d04\u7b2c\u4e94\u540d\uff0c\u4f46\u5728\u7b2c\u4e94\u540d\u5df2\u7d93\u5f88\u4e45\u4e86\uff0cMongoDB\u4e0d\u5927\u53ef\u80fd\u64ca\u6557\u524d\u4e09\u5927\uff0c\u73fe\u5728\u96f2\u7aef\u904b\u7b97\u51fa\u4f86\u5f8c\uff0c\u66f4\u60e1\u5316\u9019\u7a2e\u8da8\u52e2\uff0c\u9019\u4e5f\u662f\u7532\u9aa8\u6587\u80a1\u50f9\u9577\u671f\u843d\u5f8c\u7684\u4e3b\u56e0\uff08\u7532\u9aa8\u6587\u8fd1\u5169\u5e74\u5728\u96f2\u7aef\u6f38\u6709\u8d77\u8272\uff0c\u9019\u4e5f\u53cd\u6620\u5728\u5b83\u7684\u80a1\u50f9\u4e0a\u4e86\uff0c\u4f46\u9084\u6709\u5f88\u9577\u7684\u8def\u8981\u8d70\uff0c\u6211\u662f\u6307\u548cAWS\u53caAzure\u6bd4\uff0c\u56e0\u70ba\u7532\u9aa8\u6587\u4f01\u696d\u898f\u6a21\u5f88\u5927\uff0c\u8981\u5927\u7834\u5927\u7acb\u624d\u80fd\u5c0d\u80a1\u50f9\u6709\u660e\u986f\u7684\u5e6b\u52a9\uff09\u3002MongoDB\u8fd1\u5169\u4e09\u5e74\u80a1\u50f9\u6c92\u592a\u5927\u7684\u8868\u73fe\uff08\u6bd4\u8d77\u5b83\u4e94\u5e74\u524d\uff09\uff0c\u539f\u56e0\u53ef\u80fd\u662f\u56e0\u70ba\u81ea\u5f9e\u5b83\u63a8\u51faAtlas\u5f8c\uff0c\u5c31\u6c92\u6709\u518d\u63a8\u51fa\u5176\u5b83\u4e3b\u8981\u7684\u89e3\u6c7a\u65b9\u6848\u4e86\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%96%B0%E7%9A%84%E8%B3%87%E6%96%99%E8%99%95%E7%90%86%E6%96%B9%E5%BC%8F\"><\/span>\u65b0\u7684\u8cc7\u6599\u8655\u7406\u65b9\u5f0f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Confluent\uff08\u7f8e\u80a1\u4ee3\u78bc\uff1aCFLT\uff09\u662f\u53e6\u4e00\u7a2e\u578b\u5f0f\u7684\u73fe\u4ee3\u5316\u7684\u8cc7\u6599\u5eab\uff0c\u5b83\u5728\u76ee\u524d\u65b0\u4e00\u4ee3\u7684\u77fd\u8c37\u548c\u65b0\u4e00\u4ee3\u7684\u8edf\u9ad4\u958b\u767c\u4e0a\u904b\u7528\u5f88\u5ee3\uff0c\u56e0\u70ba\u7701\u53bb\u4ee5\u5f80\u7a0b\u5f0f\u958b\u767c\u4eba\u54e1\u5fc5\u9808\u81ea\u5df1\u8655\u7406\u9019\u90e8\u4efd\u8907\u96dc\u7a0b\u5e8f\u7684\u5927\u91cf\u5de5\u592b\uff0c\u9019\u662f\u5b83\u7684\u50f9\u503c\u6240\u5728\uff0c\u4e5f\u662f\u70ba\u4f55\u4ed6\u80fd\u4e0a\u5e02\u7684\u539f\u56e0\u3002<\/p>\n\n\n\n<p>\u4f46\u96ea\u82b1\u548c\u4e0a\u8ff0\u9019\u5e7e\u5bb6\u8f03\u4e0d\u540c\uff0c\u5c31\u6211\u6240\u77e5\uff0c\u552f\u4e00\u4e00\u5bb6\u548c\u96ea\u82b1\u6700\u76f8\u8fd1\u7684\u662fdatabricks\uff08\u9084\u6c92\u4e0a\u5e02\uff09\uff0c\u4f46\u5c31\u53d7\u6b61\u8fce\u7a0b\u5ea6\u800c\u8a00\uff0c\u548c\u6211\u6240\u77e5\u7684\u4f86\u8aaa\uff0c\u96ea\u82b1\u898f\u6a21\u9084\u662f\u6bd4\u8f03\u5927\u4e00\u9ede\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E9%9B%AA%E8%8A%B1%E7%82%BA%E4%BD%95%E8%A2%AB%E8%BF%BD%E6%8D%A7%EF%BC%9F\"><\/span>\u96ea\u82b1\u70ba\u4f55\u88ab\u8ffd\u6367\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u96ea\u82b1\u53d7\u8ffd\u6367\uff0c\u5982\u6211\u5148\u524d\u7684\u6587\u7ae0\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/09\/03\/%e5%b7%b4%e8%8f%b2%e7%89%b9%e6%8c%81%e6%9c%89%e7%9a%84%e9%9b%aa%e8%8a%b1%e7%a9%b6%e7%ab%9f%e6%98%af%e5%ae%b6%e4%bb%80%e9%ba%bc%e6%a8%a3%e7%9a%84%e7%a7%91%e6%8a%80%e5%85%ac%e5%8f%b8%ef%bc%9f\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5df4\u83f2\u7279\u6301\u6709\u7684\u96ea\u82b1\uff08Snowflake\uff09\u7a76\u7adf\u662f\u5bb6\u4ec0\u9ebc\u6a23\u7684\u79d1\u6280\u516c\u53f8\uff1f\u5b83\u7684\u50f9\u503c\u5728\u90a3\u88e1\uff1f<\/a>\u300b\u6240\u63d0\u7684\u4e00\u4e9b\u539f\u56e0\uff0c\u56e0\u70ba\u5b83\u7d50\u5408\u4e86\u884c\u52d5\u904b\u7b97\uff0c\u96f2\u7aef\u904b\u7b97\uff0c\u8cc7\u6599\u5009\u5132\uff0c\u8cc7\u6599\u5206\u6790\uff0c\u8cc7\u6599\u5eab\uff08\u5b83\u4e5f\u7b97\u67d0\u4e00\u7a2e\u5f62\u5f0f\u7684\u8cc7\u6599\u5eab\uff0c\u6216\u662f\u8aaa\u5b83\u5c31\u662f\u7576\u4ee3\u7684\u8cc7\u6599\u5eab\u8f03\u70ba\u9069\u7576\uff09\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%AD%B7%E5%9F%8E%E6%B2%B3%E5%9C%A8%E9%82%A3%E8%A3%A1%EF%BC%9F\"><\/span>\u8b77\u57ce\u6cb3\u5728\u90a3\u88e1\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u81f3\u65bc\u8b77\u57ce\u6cb3\uff0c\u8001\u5be6\u8aaa\uff08\u5927\u5bb6\u5225\u4ecb\u610f\uff0c\u4f46\u9019\u9ede\u5f88\u91cd\u8981\uff0c\u6211\u60f3\u8aaa\u5be6\u8a71\uff09\uff0c\u96ea\u82b1\u662f\u6709\uff0c\u4f46\u5c1a\u4e0d\u5230\u5f88\u5bec\u5ee3\uff0c\u5f37\u5927\u5230\u6c92\u6709\u6575\u624b\u6216\u662f\u5176\u5b83\u5ee0\u5546\u8ddd\u96e2\u4ed6\u5f88\u9060\u7684\u5730\u6b65\uff0c\u539f\u56e0\u662f\u5982\u4e0b\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%A4%AA%E5%A4%9A%E7%9A%84%E6%95%B5%E6%89%8B\"><\/span>\u592a\u591a\u7684\u6575\u624b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u96ea\u82b1\u6709\u592a\u591a\u7684\u6575\u624b\uff0c\u56e0\u70ba\u53ea\u8981\u662f\u8cc7\u6599\u5eab\uff0c\u96f2\u7aef\u5e73\u53f0\u696d\u8005\uff0c\u90fd\u662f\u4ed6\u7684\u73fe\u6709\u7af6\u722d\u8005\uff1b\u91cd\u9ede\u662f\u9019\u4e9b\u5c0d\u624b\u90fd\u662f\u4e0d\u597d\u60f9\u7684\u5de8\u7121\u9738\u3002<\/p>\n\n\n\n<p>\u4e9e\u99ac\u905cAWS\uff0c\u5fae\u8edfAzure\uff0c\u5b57\u6bcdGCP\uff0c\u7532\u9aa8\u6587OCI\uff0c\u5c31\u6211\u6240\u77e5\u90fd\u548c\u96ea\u82b1\u90fd\u662f\u5408\u4f5c\u4f19\u4f34\uff0c\u540c\u6642\u4e5f\u662f\u7af6\u722d\u5546\uff0c\u4ed6\u5011\u4e92\u76f8\u9700\u8981\uff0c\u539f\u56e0\u5f88\u591a\u3002<\/p>\n\n\n\n<p>\u8209\u4f8b\u800c\u8a00\uff0c\u96ea\u82b1\u6709\u5927\u7d0485%\u7684\u71df\u6536\u662f\u4f86\u81ea\u90e8\u7f72\u5728Amazon Web Services\u4e0a\u7684\u6578\u64da\u5206\u6790\u5de5\u4f5c\uff1b\u4f46AWS\u7684Redshift\u662f\u96ea\u82b1\u7684\u4e3b\u8981\u7af6\u722d\u5c0d\u624b\u4e4b\u4e00\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E9%80%99%E6%98%AF%E8%A6%8F%E6%A8%A1%E5%8F%96%E5%8B%9D%E7%9A%84%E8%A1%8C%E6%A5%AD\"><\/span>\u9019\u662f\u898f\u6a21\u53d6\u52dd\u7684\u884c\u696d<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u96ea\u82b1\u7684\u73fe\u6709\u898f\u6a21\u548c\u5ba2\u6236\u548c\u9019\u4e9b\u5de8\u64d8\uff0c\u5dee\u8ddd\u9084\u975e\u5e38\u9060\uff0c\u5f88\u9060\uff0c\u56e0\u70ba\u73fe\u6709\u4f01\u696d\u90fd\u662f\u4ed6\u5011\u7684\u5ba2\u6236\uff0c\u6709\u5148\u5929\u4e0a\u7684\u512a\u52e2\u3002\u5f88\u4e0d\u5229\u7684\u662f\uff0c\u8cc7\u6599\u5eab\u548c\u8cc7\u6599\u8655\u7406\u662f\u898f\u6a21\u53d6\u52dd\u7684\u884c\u696d\uff0c\u6ce8\u91cd\u5927\u578b\u4f01\u696d\uff0c\u800c\u5927\u578b\u4f01\u696d\u5168\u90fd\u5df2\u7d93\u662f\u4e9e\u99ac\u905cAWS\uff0c\u5fae\u8edfAzure\uff0c\u5b57\u6bcdGCP\uff0c\u7532\u9aa8\u6587OCI\u7684\u5ba2\u6236\u3002\u96ea\u82b1\u5fc5\u9808\u52a0\u500d\u52aa\u529b\u624d\u884c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%AE%83%E7%9A%84%E5%84%AA%E5%8B%A2\"><\/span>\u5b83\u7684\u512a\u52e2<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u82e5\u807d\u6211\u4ee5\u4e0a\u9019\u4e9b\u770b\u6cd5\uff0c\u4e00\u822c\u4eba\u6703\u8a8d\u70ba\uff0c\u90a3\u96ea\u82b1\u4e0d\u662f\u6c92\u6232\u5531\u4e86\u55ce\uff1f\u5176\u5be6\u4e0d\u7136\uff0c\u5b83\u9084\u662f\u6709\u512a\u52e2\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%A5%AD%E5%8B%99%E5%B0%88%E4%B8%80\"><\/span>\u696d\u52d9\u5c08\u4e00<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u56e0\u70ba\u4e9e\u99ac\u905cAWS\uff0c\u5fae\u8edfAzure\uff0c\u5b57\u6bcdGCP\uff0c\u7532\u9aa8\u6587OCI\u662f\u5e73\u53f0\u5546\uff0c\u9019\u5c0d\u4ed6\u5011\u6709\u597d\u6709\u58de\uff1b\u56e0\u70ba\u4ed6\u5011\u81ea\u5df1\u7d93\u71df\u96f2\u7aef\u5e73\u53f0\u696d\u52d9\uff0c\u4e5f\u8ca9\u8ce3\u8edf\u9ad4\uff0c\u5305\u62ec\u8cc7\u6599\u5eab\uff0c\u8cc7\u6599\u5009\u5132\uff0c\u8cc7\u6599\u5206\u6790\u7b49\u3002\u4f46\u96ea\u82b1\u73fe\u5728\u5247\u5982\u540c\u53f0\u7a4d\u96fb\uff0c\u53ea\u505a\u4ee3\u5de5\uff0c\u4e0d\u548c\u5ba2\u6236\u7af6\u722d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%B6%A8%E5%8B%A2%E6%9C%89%E5%88%A9\"><\/span>\u8da8\u52e2\u6709\u5229<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u96ea\u82b1\u662f\u5c08\u6ce8\u5728\u8cc7\u6599\u8655\u7406\u4e0a\u9762\uff0c\u696d\u52d9\u5c08\u4e00\uff0c\u7126\u9ede\u96c6\u4e2d\uff0c\u5982\u6211\u5148\u524d\u7684\u6587\u7ae0\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/09\/03\/%e5%b7%b4%e8%8f%b2%e7%89%b9%e6%8c%81%e6%9c%89%e7%9a%84%e9%9b%aa%e8%8a%b1%e7%a9%b6%e7%ab%9f%e6%98%af%e5%ae%b6%e4%bb%80%e9%ba%bc%e6%a8%a3%e7%9a%84%e7%a7%91%e6%8a%80%e5%85%ac%e5%8f%b8%ef%bc%9f\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5df4\u83f2\u7279\u6301\u6709\u7684\u96ea\u82b1\uff08Snowflake\uff09\u7a76\u7adf\u662f\u5bb6\u4ec0\u9ebc\u6a23\u7684\u79d1\u6280\u516c\u53f8\uff1f\u5b83\u7684\u50f9\u503c\u5728\u90a3\u88e1\uff1f<\/a>\u300b\u7684\u6587\u4e2d\u6240\u8aaa\u7684\u7b2c\u4e00\u6bb5\u4e2d\u6240\u8a00\uff0c\u6240\u6709\u7684\u4f01\u696d\u90fd\u9700\u8981\u8cc7\u6599\u8655\u7406\uff0c\u800c\u4e14\u9700\u8981\u7684\u7a0b\u5ea6\u6703\u96a8\u6642\u9593\u589e\u52a0\uff0c\u56e0\u70ba\u4e92\u806f\u7db2\uff0c\u624b\u6a5f\u7684\u51fa\u73fe\uff0cWeb2.0\uff0c\u76f4\u64ad\u6240\u7522\u751f\u7684\u5927\u91cf\u8cc7\u6599\u3002\u73fe\u5728\u6b63\u9032\u884c\u4e2d\u7684\u5c31\u662f\u5404\u7a2e\u611f\u61c9\u5668\u6240\u7522\u751f\u7684\u5de8\u91cf\u8cc7\u6599\uff0c\u4ee5\u96fb\u52d5\u8eca\u800c\u8a00\uff0c\u81ea\u99d5\u8eca\u6bcf\u79d2\u9700\u8655\u7406\u7684\u8cc7\u6599\u7686\u4ee5GB\u8a08\uff0c\u800c\u4e14\u96a8\u6280\u8853\u548c\u89e3\u6790\u5ea6\u7684\u6539\u5584\uff0c\u6703\u6108\u4f86\u6108\u5927\uff0c\u518d\u52a0\u4e0a5G\uff0c\u5de5\u696d\u53164.0\uff0c\u672a\u4f86\u6703\u7522\u751f\u5929\u6587\u6578\u5b57\u7684\u8cc7\u6599\u6d77\uff08data sea\uff09 !<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%B2%92%E6%9C%89%E5%8C%85%E8%A2%B1\"><\/span>\u6c92\u6709\u5305\u88b1<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u96ea\u82b1\u662f\u65b0\u4e00\u4ee3\u5192\u51fa\u4f86\u7684\u5ee0\u5546\uff0c\u6c92\u6709\u5305\u88b1\uff08\u5305\u62ec\u6280\u8853\u4e0a\uff0c\u76f8\u5bb9\u6027\uff0c\u5f62\u8c61\u4e0a\u5404\u65b9\u9762\uff09\u8207\u50b3\u7d71\u7684\u672c\u5730\u6578\u64da\u7ba1\u7406\u7cfb\u7d71\u4e0d\u540c\uff0c\u96ea\u82b1\u7684\u5e73\u53f0\u662f\u70ba\u96f2\u8a08\u7b97\u800c\u5efa\u69cb\u51fa\u4f86\u7684\u3002\u5b83\u900f\u904e\u4e92\u806f\u7db2\u63d0\u4f9b\u4e86100% \u7684\u8edf\u9ad4\u3002<\/p>\n\n\n\n<p>\u96ea\u82b1\u5ba2\u6236\u53ef\u4ee5\u4f7f\u7528\u516c\u53f8\u7684\u6578\u64da\u5009\u5eab\u8de8\u591a\u500b\u7dda\u4e0a\u5132\u5b58\u7cfb\u7d71\u8207\u5176\u5408\u4f5c\u5925\u4f34\u5171\u4eab\u8cc7\u6599\u3002\u96ea\u82b1\u9084\u53ef\u4ee5\u5728\u61c9\u7528\u7a0b\u5e8f\u4e4b\u9593\u5171\u4eab\u6613\u65bc\u641c\u7d22\u7684\u8cc7\u6599\u3002\u800c\u4e14\u96ea\u82b1\u548c\u50b3\u7d71\u8cc7\u6599\u5eab\u7cfb\u7d71\u5546\u67b6\u69cb\u4e0a\u7684\u5dee\u5225\u662f\uff1a\u5b83\u5c07\u8cc7\u6599\u7684\u5132\u5b58\u548c\u904b\u7b97\u5b8c\u5168\u5206\u958b\uff0c\u9019\u6a23\u7684\u5168\u65b0\u4f5c\u6cd5\uff0c\u6539\u8b8a\u4e86\u6574\u500b\u8cc7\u6599\u5eab\u751f\u614b\uff0c\u4e5f\u4f7f\u8cc7\u6599\u5eab\u7684\u8655\u7406\uff0c\u5206\u6790\uff0c\u904b\u7b97\u5fb9\u5e95\u52a0\u5feb\u3002<\/p>\n\n\n\n<p>\u96ea\u82b1\u7684\u8cc7\u6599\u5206\u6790\u5de5\u5177\u5df2\u7d93\u5206\u5225\u65bc2015\u5e74\u5728\u4e9e\u99ac\u905c\u7684AWS\u30012018 \u5e74\u5728\u5fae\u8edf\u7684Azure\uff0c2020\u5e74\u5728\u8c37\u6b4c\u7684GCP\u5e73\u53f0\u4e0a\u90fd\u53ef\u4ee5\u4f7f\u7528\u30022021\u5e74 6 \u6708\uff0c\u96ea\u82b1\u8207C3.ai\uff08\u7f8e\u80a1\u4ee3\u78bc\uff1aAI\uff09\u9054\u6210\u5408\u4f5c\u3002\u5169\u5bb6\u516c\u53f8\u5c07\u5408\u4f5c\u70ba\u516c\u53f8\u63d0\u4f9b\u4eba\u5de5\u667a\u6167\u5de5\u5177\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%99%95%E6%96%BC%E9%AB%98%E9%80%9F%E6%88%90%E9%95%B7%E7%9A%84%E9%9A%8E%E6%AE%B5\"><\/span>\u8655\u65bc\u9ad8\u901f\u6210\u9577\u7684\u968e\u6bb5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u96ea\u82b1\u898f\u6a21\u9084\u5c0f\uff08\u5176\u5be6\u5b83\u5df2\u7d93\u4e0d\u5c0f\u4e86\uff0c\u4f46\u6b64\u8655\u6211\u662f\u62ff\u5b83\u548c\u4e9e\u99ac\u905cAWS\uff0c\u5fae\u8edfAzure\uff0c\u5b57\u6bcdGCP\uff0c\u7532\u9aa8\u6587OCI\u6bd4\uff09\uff0c\u9047\u6709\u5f88\u5927\u7684\u6210\u9577\u7a7a\u9593\u3002\u5b83\u4e0a\u5e02\u4ee5\u4f86\uff0c\u5c31\u6211\u8a18\u61b6\u6240\u53ca\uff0c\u5e7e\u4e4e\u6bcf\u5b63\u7684\u6210\u9577\u7387\u90fd\u572860%\u4ee5\u4e0a\uff0c\u9019\u662f\u4e00\u500b\u5f88\u6050\u4f48\u7684\u6210\u5c31\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E9%9B%AA%E8%8A%B1%E7%9A%84%E8%B2%A1%E5%8B%99%E5%8A%A3%E5%8B%A2\"><\/span>\u96ea\u82b1\u7684\u8ca1\u52d9\u52a3\u52e2<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u65b0\u7684\u4e0a\u5e02\u4f01\u696d\u6216\u7368\u89d2\u7378\uff0c\u8ca1\u52d9\u90fd\u662f\u8655\u65bc\u5f88\u5927\u7684\u52a3\u52e2\uff0c\u96ea\u82b1\u6c92\u6709\u4f8b\u5916\u3002\u7279\u5225\u662f\u5728\u73fe\u4eca\u7684\u718a\u5e02\u4e0b\uff0c\u6703\u88ab\u6295\u8cc7\u4eba\u62ff\u653e\u5927\u93e1\u4f86\u6aa2\u8996\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%A1%A8%E9%9D%A2%E7%9C%8B%E4%BE%86%E4%B8%80%E5%88%87%E7%BE%8E%E5%A5%BD\"><\/span>\u8868\u9762\u770b\u4f86\u4e00\u5207\u7f8e\u597d<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u719f\u7a14\u7f8e\u570b\u6210\u9577\u80a1\u7684\u6295\u8cc7\u4eba\uff0c\u5982\u679c\u4ed4\u7d30\u8b80\u4e86\u672c\u6587\u548c\u6211\u5148\u524d\u6240\u767c\u8868\u7684\u7684\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/09\/03\/%e5%b7%b4%e8%8f%b2%e7%89%b9%e6%8c%81%e6%9c%89%e7%9a%84%e9%9b%aa%e8%8a%b1%e7%a9%b6%e7%ab%9f%e6%98%af%e5%ae%b6%e4%bb%80%e9%ba%bc%e6%a8%a3%e7%9a%84%e7%a7%91%e6%8a%80%e5%85%ac%e5%8f%b8%ef%bc%9f\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5df4\u83f2\u7279\u6301\u6709\u7684\u96ea\u82b1\uff08Snowflake\uff09\u7a76\u7adf\u662f\u5bb6\u4ec0\u9ebc\u6a23\u7684\u79d1\u6280\u516c\u53f8\uff1f\u5b83\u7684\u50f9\u503c\u5728\u90a3\u88e1\uff1f<\/a>\u300b\uff0c\u7b2c\u4e00\u773c\u4e00\u5b9a\u8a8d\u70ba\u5728\uff0c\u81f3\u76ee\u524d\u70ba\u6b62\uff0c\u6301\u7e8c\u4e86\u4e00\u5e74\u7684\u718a\u5e02\u4e0b\uff0c\u9084\u80fd\u6709\u8d85\u9ad8\u7684\u71df\u6536\u6210\u9577\uff08\u7b2c\u4e09\u5b63\u9084\u670966%\u7684\u8d85\u9ad8\u71df\u6536\u6210\u9577\u7387\uff0c\u9019\u9805\u6210\u7e3e\u5373\u4f7f\u5728\u5373\u4f7f\u57282021\u5e74\u524d\u7684\u5927\u725b\u5e02\u671f\u9593\uff0c\u4e5f\u7b97\u6975\u70ba\u7a81\u51fa\uff09\u3002<\/p>\n\n\n\n<p>\u7522\u54c1\u770b\u4f86\u4e5f\u5f88\u6709\u7af6\u722d\u529b\uff0c\u5ba2\u6236\u4e5f\u898b\u5927\u5e45\u6210\u9577\uff0c\u4f3c\u4e4e\u662f\u6c92\u6709\u7f3a\u9ede\u9583\u4eae\u7684\u8edf\u9ad4\u65b0\u661f\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u662f\u57282021\u5e74\u524d\u7684\u5927\u725b\u5e02\uff0c\u9019\u6a23\u7684\u6210\u7e3e\uff0c\u548c\u540c\u696d\u6bd4\u8f03\uff0c\u5728\u79d1\u6280\u80a1\u4e2d\u7684\u78ba\u6703\u4ee4\u4eba\u773c\u775b\u4e00\u4eae\uff0c\u8b93\u4eba\u8981\u5ffd\u8996\u90fd\u4e0d\u5bb9\u6613\u3002\u4f46\u4e8b\u5be6\u53ef\u80fd\u4e26\u975e\u5168\u7136\u5982\u591a\u6578\u4eba\u8a8d\u70ba\u7684\u5982\u6b64\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%B2%A1%E5%8B%99%E4%B8%80%E7%9B%B4%E6%9C%AA%E8%A6%8B%E6%94%B9%E5%96%84\"><\/span>\u8ca1\u52d9\u4e00\u76f4\u672a\u898b\u6539\u5584<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>2022\u5e74\u7b2c\u4e09\u5b63\u54e1\u5de5\u7684\u5206\u7d05\u914d\u80a1\u6240\u5f97\u8cbb\u7528\uff08Stock Based Compensation\uff09\u9ad8\u9054\u71df\u6536\u768445%\uff01\u9019\u662f\u4e00\u500b\u6975\u9ad8\u7684\u6578\u5b57\u3002\u4e0d\u50c5\u5982\u6b64\uff0c\u904e\u53bb\u4e00\u5e74\u7684\u6bcf\u4e00\u5b63\u90fd\u6bd4\u9019\u500b\u6578\u5b57\u9ad8\uff0c2021\u5e74\u7b2c\u56db\u5b63\u9084\u9ad8\u905475%\u3002\u800c\u4e14\u9810\u8a08\u63a5\u4e0b\u4f86\u7684\u4e00\u5e74\u7684\u6bcf\u4e00\u5b63\u7684\u6578\u5b57\u4e5f\u548c\u6b64\u76f8\u4eff\u3002\u9019\u9ede\u660e\u986f\u4fb5\u8755\u6295\u8cc7\u4eba\u7684\u6b0a\u76ca\uff0c\u5f15\u767c\u5c08\u696d\u4eba\u58eb\u7684\u6279\u5224\u3002<\/p>\n\n\n\n<p>2021\u5e74\u7684\u71df\u696d\u5229\u6f64\u662f\u8667\u640d\u76847\u51041500\u842c\u7f8e\u91d1\u3002<\/p>\n\n\n\n<p>2021\u5e74\u7684\u81ea\u7531\u73fe\u91d1\u6d41\u6bcf\u80a10.19\u3002\u4f46\u5be6\u52d9\u4e0a\u82e5\u8a08\u5165\u54e1\u5de5\u7684\u5206\u7d05\u914d\u80a1\u6240\u5f97\u8cbb\u7528\uff0c\u6bcf\u80a1\u81ea\u7531\u73fe\u91d1\u6d41\u6703\u8b8a\u6210\u8ca0\u76840.47\u3002\u91cd\u9ede\u662f\u516c\u53f8\u7684\u9019\u9805\u6578\u5b57\uff0c\u904e\u53bb\u4e00\u76f4\u662f\u8ca0\u503c\uff0c\u672a\u4f86\u4e00\u5e74\u4e5f\u4e0d\u53ef\u80fd\u6539\u5584\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%88%90%E9%95%B7%E7%8E%87%E4%B8%8B%E9%99%8D%E6%98%8E%E9%A1%AF\"><\/span>\u6210\u9577\u7387\u4e0b\u964d\u660e\u986f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u53e6\u4e00\u9805\u5f88\u5ba2\u89c0\u7684\u6578\u5b57\u662f\u81f32022\u5e74\u7b2c\u4e09\u5b63\u70ba\u6b62\uff0c\u662f\u5b83\u7684\u9023\u7e8c\u7b2c\u56db\u500b\u5b63\u5ea6\u589e\u9577\u4e0b\u964d\u3002\u7576\u7136\u73fe\u5728\u662f\u718a\u5e02\uff0c\u6295\u8cc7\u4eba\u6703\u7279\u5225\u6311\u5254\u3002\u4e0d\u904e\u5373\u4f7f\u5982\u6b64\uff0c\u9084\u662f\u6703\u8b93\u6295\u8cc7\u4eba\u537b\u6b65\u4e0d\u524d\u30022022\u5e74\u7b2c\u4e09\u5b63\u71df\u6536\u6210\u9577\u7387\u70ba66%\uff0c\u5f88\u4eae\u9e97\uff1b\u4f46\u4e00\u5e74\u524d\u76842021\u5e74\u7b2c\u4e09\u5b63\u71df\u6536\u6210\u9577\u7387\u70ba94%\uff01<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%80%BC%E5%BE%97%E6%B3%A8%E6%84%8F%E7%9A%84%E7%AB%B6%E7%88%AD%E8%80%85\"><\/span>\u503c\u5f97\u6ce8\u610f\u7684\u7af6\u722d\u8005<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u5982\u6211\u5148\u524d\u7684\u6587\u7ae0\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/09\/03\/%e5%b7%b4%e8%8f%b2%e7%89%b9%e6%8c%81%e6%9c%89%e7%9a%84%e9%9b%aa%e8%8a%b1%e7%a9%b6%e7%ab%9f%e6%98%af%e5%ae%b6%e4%bb%80%e9%ba%bc%e6%a8%a3%e7%9a%84%e7%a7%91%e6%8a%80%e5%85%ac%e5%8f%b8%ef%bc%9f\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5df4\u83f2\u7279\u6301\u6709\u7684\u96ea\u82b1\uff08Snowflake\uff09\u7a76\u7adf\u662f\u5bb6\u4ec0\u9ebc\u6a23\u7684\u79d1\u6280\u516c\u53f8\uff1f\u5b83\u7684\u50f9\u503c\u5728\u90a3\u88e1\uff1f<\/a>\u300b\u7684\u6587\u4e2d\u6240\u63d0\u904e\u7684\u8a31\u591a\u7af6\u722d\u5546\uff0c\u4f46\u6709\u5169\u5bb6\u76ee\u524d\u5f88\u7a4d\u6975\uff0c\u7279\u5225\u5728\u6b64\u63d0\u51fa\u4f86\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Databricks\"><\/span>Databricks<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Databricks \u6b63\u5728\u5d1b\u8d77\u4e2d\u3002\u6700\u8fd1\u4e00\u8f2a\u878d\u8cc7\u5c0dDatabricks\u7684\u4f30\u503c\u70ba280\u5104\u7f8e\u5143\uff08\u96ea\u82b1\u76ee\u524d\u5e02\u503c\u70ba600\u5104\u7f8e\u5143\uff09\u3002\u4f7f\u7528\u4eba\u5de5\u667a\u6167\u7684Databricks\u9810\u8a08\u6703\u5f88\u5feb\u5730\u9032\u884cIPO\u4e0a\u5e02\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%85%A7%E8%88%87\"><\/span>\u6167\u8207<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u64c1\u6709\u96ea\u82b1\u7af6\u722d\u7522\u54c1GreenLake\u7684\u6167\u8207\uff08\u7f8e\u80a1\u4ee3\u78bc\uff1aHPE\uff09 \u662f\u96ea\u82b1\u7684\u53e6\u4e00\u500b\u7af6\u722d\u5c0d\u624b\u3002\u6167\u8207\u7684\u512a\u52e2\u662f\uff0c\u5b83\u672c\u8eab\u662f\u5982IBM\u4e00\u6a23\u7684\u5927\u578b\u7cfb\u7d71\u5546\uff0c\u5b83\u7684\u4e3b\u696d\u662f\u4f01\u696d\u5ba2\u6236\u6703\u4f7f\u7528\u5230\u7684\u4e3b\u8981\u8edf\u9ad4\uff0c\u786c\u9ad4\uff0c\u4f3a\u80a1\u5668\uff0c\u800c\u4e14\u672c\u8eab\u4e5f\u505a\u7cfb\u7d71\u5c08\u6848\u7684\u6574\u5408\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%85%AC%E5%8F%B8%E7%9A%84%E5%B1%95%E6%9C%9B\"><\/span>\u516c\u53f8\u7684\u5c55\u671b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%BD%9B%E5%9C%A8%E5%B8%82%E5%A0%B4\"><\/span>\u6f5b\u5728\u5e02\u5834<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u5728\u6700\u8fd1\u7684\u6295\u8cc7\u4eba\u6703\u8b70\u88e1\uff0c\u96ea\u82b1\u66f4\u65b0\u4e86\u5b83\u7684\u6f5b\u5728\u5e02\u5834\uff08TAM\uff09\uff0e\u52302027\u5e74\uff0cTAM \u5c07\u9054\u5230 2480\u5104\u7f8e\u5143\uff0c\u9ad8\u65bc\u53bb\u5e74\u6240\u4f30\u8a08\u7684900\u5104\u7f8e\u5143\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E9%95%B7%E6%9C%9F%E5%B1%95%E6%9C%9B\"><\/span>\u9577\u671f\u5c55\u671b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u516c\u53f8\u9810\u4f302029\u5e74\u7684\u7522\u54c1\u5e74\u71df\u6536\u53ef\u9054100\u5104\u7f8e\u91d1\uff0c\u4eca\u5e74\u516c\u53f8\u7684\u7522\u54c1\u5e74\u71df\u6536\u9810\u4f30\u70ba19\u5104\u7f8e\u91d1\u3002<\/p>\n\n\n\n<p>\u4e5f\u5c31\u662f\u76ee\u524d\u7684\u6ef2\u900f\u7387\u4e0d\u52304%\uff0c\u9084\u6709\u5f88\u5927\u7684\u6210\u9577\u7a7a\u9593\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%9B%88%E5%88%A9%E8%A8%88%E5%8A%83\"><\/span>\u76c8\u5229\u8a08\u5283<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u516c\u53f8\u8868\u793a\uff0c\u516c\u53f8\u9810\u4f302029\u5e74\u81ea\u7531\u73fe\u91d1\u6d41\u5229\u6f64\u7387\u5c07\u5f9e15%\u63d0\u9ad8\u81f325%\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%95%86%E6%A5%AD%E6%A8%A1%E5%BC%8F\"><\/span>\u5546\u696d\u6a21\u5f0f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%9C%89%E5%88%A9%E7%9A%84%E5%9C%B0%E6%96%B9\"><\/span>\u6709\u5229\u7684\u5730\u65b9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u7531\u65bc\u96ea\u82b1\u7684\u5546\u696d\u6a21\u5f0f\u662f\u57fa\u65bc\u5be6\u969b\u6d88\u8cbb\u8a08\u50f9\uff08\u8207\u5176\u5ba2\u6236\u8655\u7406\u548c\u5b58\u5132\u7684\u6578\u64da\u91cf\u6709\u95dc\uff09\uff0c\u4e5f\u5c31\u662f\u7528\u591a\u5c11\u91cf\u4ed8\u591a\u5c11\u9322\uff0c\u800c\u4e0d\u662f\u8a02\u95b1\u7684\u9810\u4ed8\u5236\u3002\u9019\u7a2e\u7368\u7279\u7684\u5546\u696d\u6a21\u5f0f\u662f\u81f3\u4eca\u5b83\u80fd\u652b\u53d6\u5ee3\u5927\u5ba2\u6236\u7684\u5176\u4e2d\u4e00\u500b\u5f88\u91cd\u8981\u7684\u7406\u7531\u3002<\/p>\n\n\n\n<p>\u9019\u7a2e\u7531\u6d88\u8cbb\u4f86\u5b9a\u50f9\u7684\u5546\u696d\u65b0\u6a21\u5f0f\u662f\u6839\u64da\u8edf\u9ad4\u5ba2\u6236\u4f7f\u7528\u7522\u54c1\u7684\u591a\u5c11\u5411\u4ed6\u5011\u6536\u8cbb\uff0c\u800c\u4e0d\u662f\u6309\u7167\u6bcf\u5e74\u6216\u591a\u5e74\u7684\u5b9a\u671f\u8a02\u95b1\u8cbb\u6536\u8cbb\u3002\u9019\u7a2e\u7531\u96ea\u82b1\u63a8\u5ee3\u7684\u6a21\u5f0f\u6b63\u5728\u88ab\u8d8a\u4f86\u8d8a\u591a\u7684\u8edf\u9ad4\u88fd\u9020\u5546\u63a1\u7528\uff0c\u5305\u62ecC3.ai\uff08\u7f8e\u80a1\u4ee3\u78bc\uff1aAI\uff09\u548c\u6b50\u7279\u514b\uff08\u7f8e\u80a1\u4ee3\u78bc\uff1aADSK\uff09\u3002<\/p>\n\n\n\n<p>\u56e0\u70ba\u4e0d\u5fc5\u82b1\u5927\u9322\u8cb7\u65b7\uff0c\u4e5f\u4e0d\u5fc5\u8a02\u95b1\u9810\u4ed8\u56fa\u5b9a\u671f\u9593\u7684\u8cbb\u7528\uff0c\u5ba2\u6236\u5f88\u96e3\u8aaa\u4e0d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%8D%E5%88%A9%E4%B9%8B%E8%99%95\"><\/span>\u4e0d\u5229\u4e4b\u8655<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u4f46\u662f\u9019\u4e5f\u5b58\u5728\u98a8\u96aa\u3002\u56e0\u70ba\u5728\u76ee\u524d\u7d93\u6fdf\u660e\u986f\u653e\u7de9\u7684\u5927\u74b0\u5883\u4e0b\uff0c\u5982\u679c\u7d93\u71df\u60c5\u6cc1\u518d\u5ea6\u60e1\u5316\uff0c\u6709\u53ef\u80fd\u6703\u5c0e\u81f4\u5ba2\u6236\u7e2e\u624b\u3002\u9019\u4e5f\u662f\u90e8\u4efd\u83ef\u723e\u8857\u4eba\u4eba\u770b\u8dcc\u7f8e\u570b\u7d93\u6fdf\u8870\u9000\u53ef\u80fd\u6291\u5236\u9700\u6c42\u8868\u793a\u64d4\u6182\u7684\u4e3b\u56e0\u3002<\/p>\n\n\n\n<p>\u9019\u4e5f\u53ef\u80fd\u662f\u5b83\u76842022\u5e74\u7b2c\u4e8c\u5b63\u6210\u9577\uff0c\u548c\u524d\u5e7e\u5b63\u76f8\u6bd4\uff0c\u8da8\u7de9\u7684\u4e3b\u8981\u56e0\u7d20\u4e4b\u4e00\u3002\u4f46\u63d0\u9192\u60a8\uff0c\u96ea\u82b1\u7684\u5b63\u6210\u9577\u7387\u548c\u540c\u696d\u6216\u5176\u5b83\u4e0a\u5e02\u516c\u53f8\u6bd4\uff0c\u5df2\u662f\u975e\u5e38\u4eae\u9e97\u7684\u8868\u73fe\u4e86\uff0c\u7279\u5225\u662f\u76ee\u524d\u7d93\u6fdf\u5927\u74b0\u5883\u4e0d\u4f73\u7684\u60c5\u5f62\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%8A%E5%B8%82%E4%BB%A5%E4%BE%86%E7%9A%84%E8%A1%A8%E7%8F%BE%E5%A6%82%E4%BD%95%EF%BC%9F\"><\/span>\u4e0a\u5e02\u4ee5\u4f86\u7684\u8868\u73fe\u5982\u4f55\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%AC%AC%E4%BA%8C%E5%AD%A3%E7%9A%84%E6%A5%AD%E7%B8%BE\"><\/span>\u7b2c\u4e8c\u5b63\u7684\u696d\u7e3e<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>2022\u5e74\u7b2c\u4e8c\u5b63\u5ea6\u7684\u8868\u73fe\u5982\u4e0b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u71df\u6536\u540c\u6bd4\u589e\u957783%\u81f34.972\u5104\u7f8e\u5143\uff0c\u5176\u4e2d\u7684\u7522\u54c1\u71df\u6536\u589e\u957783%\u81f34.663 \u5104\u7f8e\u5143\uff1b\u524d\u5169\u500b\u5b63\u5ea6\u7684\u71df\u6536\u5206\u5225\u589e\u9577\u4e8685% \u548c101%\u3002<\/li>\n\n\n\n<li>GAAP\u6bcf\u80a1\u8667\u640d70\u7f8e\u5206\uff0c\u4e00\u5e74\u524d\u6bcf\u80a1\u8667\u640d64\u7f8e\u5206\u3002<\/li>\n\n\n\n<li>\u904e\u53bb 12 \u500b\u6708\u7684\u7522\u54c1\u6536\u5165\u8d85\u904e 100 \u842c\u7f8e\u5143\u7684\u5ba2\u6236\u6709246\u500b\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%82%A1%E5%83%B9%E8%A1%A8%E7%8F%BE\"><\/span>\u80a1\u50f9\u8868\u73fe<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u57282020\u5e749\u6708\u4e0a\u5e02\uff0c\u662f\u7f8e\u80a1\u53f2\u4e0a\u6700\u5927\u7684\u8edf\u9ad4\u9996\u6b21\u516c\u958b\u52df\u80a1\u6848\u3002\u80a1\u50f9\u90e8\u4efd\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u516c\u53f8\u80a1\u50f92022\u5e74\u81f3\u4eca\u4e0b\u8dcc\u4e8645%\u3002<\/li>\n\n\n\n<li>iShares Expanded Tech-Software ETF (IGV)\u9019\u500b\u4e3b\u8981\u7684\u8edf\u9ad4ETF\uff0c2022\u5e74\u81f3\u4eca\u4e0b\u8dcc\u4e8633%\u3002<\/li>\n\n\n\n<li>\u6a19\u6e96500\u6307\u6578\u4eca\u5e74\u81f3\u4eca\u4e0b\u8dcc\u4e8619%\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%AE%A2%E6%88%B6%E6%8C%87%E6%A8%99\"><\/span>\u5ba2\u6236\u6307\u6a19<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>NRR\uff08\u6de8\u6536\u5165\u4fdd\u7559\u7387\uff09\u5728\u6700\u8fd1\u5e7e\u500b\u5b63\u5ea6\u90fd\u80fd\u4fdd\u6301\u5728170% \u4ee5\u4e0a\uff0c\u9019\u662f\u6211\u500b\u4eba\u770b\u904e\u7684\u6240\u6709SaaS\u4f01\u696d\u6700\u4f73\u7684\u8868\u73fe\u3002<\/p>\n\n\n\n<p>\u5168\u7403\u6700\u5927\u76842,000\u5bb6\u516c\u53f8\u4e2d\uff0c\u76ee\u524d\u53ea\u6709543\u5bb6\u662f\u96ea\u82b1\u7684\u5ba2\u6236\u3002\u96ea\u82b1\u4ecd\u6709\u5f88\u5927\u7684\u6210\u9577\u7a7a\u9593\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"90\" height=\"81\" src=\"https:\/\/www.granitefirm.com\/blog\/wp-content\/uploads\/2022\/09\/s-4.jpg\" alt=\"\u96ea\u82b1\" class=\"wp-image-25015\"\/><figcaption class=\"wp-element-caption\">credit: snowflake<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"block-644fb63a-db84-4f7b-b532-7fcd58ac620c\"><span class=\"ez-toc-section\" id=\"%E7%9B%B8%E9%97%9C%E6%96%87%E7%AB%A0\"><\/span>\u76f8\u95dc\u6587\u7ae0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/10\/04\/%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E8%BB%9F%E9%AB%94%E9%96%8B%E5%A7%8B%E8%B3%BA%E9%8C%A2%E4%BA%86\/\">\u7684\u78ba\u6709\u4e9b\u4eba\u5de5\u667a\u6167\u8edf\u9ad4\u5546\u958b\u59cb\u8cfa\u9322\u4e86<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/05\/19\/nubank%E5%A6%82%E4%BD%95%E8%B3%BA%E9%8C%A2\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5df4\u83f2\u7279\u6301\u6709\u7684Nubank\u5982\u4f55\u8cfa\u9322\uff1f\u512a\u52e2\u70ba\u4f55\uff1f<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/06\/26\/%E7%82%BA%E4%BD%95%E8%BB%9F%E9%AB%94%E8%82%A1%E5%9C%A8%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E9%A2%A8%E6%BD%AE%E4%B8%AD%E8%A1%A8%E7%8F%BE%E6%99%AE%E9%81%8D%E4%B8%8D%E4%BD%B3\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u70ba\u4f55\u8edf\u9ad4\u80a1\u5728\u4eba\u5de5\u667a\u6167\u98a8\u6f6e\u4e2d\u8868\u73fe\u666e\u904d\u4e0d\u4f73\uff1f<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/01\/23\/%e4%bc%81%e6%a5%aderp%e7%9a%84%e5%af%a1%e4%bd%94%e5%95%86%e6%80%9d%e6%84%9b%e6%99%aesap\/\">\u4f01\u696dERP\u7684\u5be1\u4f54\u5546\u601d\u611b\u666e\uff08SAP\uff09\u7684AI\u548c\u96f2\u7aef\u8f49\u578b\u7d42\u7372\u6210\u529f\uff0c\u601d\u611b\u666e\u5982\u4f55\u8cfa\u9322\uff1f<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/11\/23\/%e9%9b%b2%e7%ab%af%e5%8e%9f%e7%94%9f%e7%9a%84%e6%96%87%e4%bb%b6%e8%b3%87%e6%96%99%e5%ba%abmongodb%e5%a6%82%e4%bd%95%e8%b3%ba%e9%8c%a2\/\">\u96f2\u7aef\u539f\u751f\u7684\u6587\u4ef6\u8cc7\u6599\u5eabMongoDB\u5982\u4f55\u8cfa\u9322\uff1f<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/09\/03\/%e5%b7%b4%e8%8f%b2%e7%89%b9%e6%8c%81%e6%9c%89%e7%9a%84%e9%9b%aa%e8%8a%b1%e7%a9%b6%e7%ab%9f%e6%98%af%e5%ae%b6%e4%bb%80%e9%ba%bc%e6%a8%a3%e7%9a%84%e7%a7%91%e6%8a%80%e5%85%ac%e5%8f%b8%ef%bc%9f\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5df4\u83f2\u7279\u6301\u6709\u7684\u96ea\u82b1\uff08Snowflake\uff09\u7a76\u7adf\u662f\u5bb6\u4ec0\u9ebc\u6a23\u7684\u79d1\u6280\u516c\u53f8\uff1f\u5b83\u7684\u50f9\u503c\u5728\u90a3\u88e1\uff1f<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a 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