{"id":11635,"date":"2026-05-29T09:02:13","date_gmt":"2026-05-29T02:02:13","guid":{"rendered":"https:\/\/microsoft.cmctelecom.vn\/microsoft-fabric-tu-dong-chuyen-du-lieu-excel-sang-delta-table-khong-can-code\/"},"modified":"2026-05-29T17:05:30","modified_gmt":"2026-05-29T10:05:30","slug":"microsoft-fabric-tu-dong-chuyen-du-lieu-excel-sang-delta-table-khong-can-code","status":"publish","type":"post","link":"https:\/\/microsoft.cmctelecom.vn\/ja\/microsoft-fabric-tu-dong-chuyen-du-lieu-excel-sang-delta-table-khong-can-code\/","title":{"rendered":"Microsoft Fabric: T\u1ef1 \u0111\u1ed9ng chuy\u1ec3n d\u1eef li\u1ec7u Excel sang Delta Table kh\u00f4ng c\u1ea7n code"},"content":{"rendered":"<p>Ng\u00e0y 27\/5\/2026, Microsoft \u0111\u00e3 c\u00f4ng b\u1ed1 m\u1ed9t t\u00ednh n\u0103ng m\u1edbi trong Microsoft Fabric gi\u00fap gi\u1ea3i quy\u1ebft th\u00e1ch th\u1ee9c l\u1edbn cho nhi\u1ec1u doanh nghi\u1ec7p: t\u1ef1 \u0111\u1ed9ng h\u00f3a vi\u1ec7c \u0111\u01b0a d\u1eef li\u1ec7u t\u1eeb c\u00e1c file Excel v\u00e0o n\u1ec1n t\u1ea3ng data lakehouse. T\u00ednh n\u0103ng chuy\u1ec3n \u0111\u1ed5i Excel sang Delta Table (hi\u1ec7n \u1edf b\u1ea3n Preview) trong Shortcut Transformations cho ph\u00e9p c\u00e1c \u0111\u1ed9i ng\u0169 d\u1eef li\u1ec7u n\u1ea1p v\u00e0 chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u t\u1eeb Excel m\u00e0 kh\u00f4ng c\u1ea7n vi\u1ebft m\u1ed9t d\u00f2ng code n\u00e0o, gi\u00fap \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch v\u00e0 ra quy\u1ebft \u0111\u1ecbnh.<\/p>\n<h2>Th\u00e1ch th\u1ee9c c\u1ed1 h\u1eefu c\u1ee7a d\u1eef li\u1ec7u Excel<\/h2>\n<p>Excel v\u1eabn l\u00e0 ng\u00f4n ng\u1eef chung c\u1ee7a d\u1eef li\u1ec7u kinh doanh. T\u1eeb b\u00e1o c\u00e1o t\u00e0i ch\u00ednh, d\u1ef1 b\u00e1o b\u00e1n h\u00e0ng \u0111\u1ebfn danh s\u00e1ch nh\u00e2n s\u1ef1, c\u00e1c doanh nghi\u1ec7p \u0111ang l\u01b0u tr\u1eef h\u00e0ng t\u1ef7 file Excel ch\u1ee9a d\u1eef li\u1ec7u quan tr\u1ecdng c\u1ea7n \u0111\u01b0\u1ee3c \u0111\u01b0a v\u00e0o c\u00e1c n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch. Tuy nhi\u00ean, vi\u1ec7c \u0111\u01b0a d\u1eef li\u1ec7u Excel v\u00e0o lakehouse \u1edf quy m\u00f4 l\u1edbn v\u1ed1n r\u1ea5t ph\u1ee9c t\u1ea1p do c\u00e1c \u0111\u1eb7c th\u00f9:<\/p>\n<ul>\n<li><strong>C\u1ea5u tr\u00fac \u0111a sheet:<\/strong> M\u1ed9t file Excel c\u00f3 th\u1ec3 ch\u1ee9a h\u00e0ng ch\u1ee5c b\u1ea3ng d\u1eef li\u1ec7u li\u00ean quan (ho\u1eb7c kh\u00f4ng li\u00ean quan) tr\u00ean c\u00e1c sheet kh\u00e1c nhau.<\/li>\n<li><strong>Schema kh\u00f4ng nh\u1ea5t qu\u00e1n:<\/strong> C\u00e1c sheet th\u01b0\u1eddng kh\u00e1c nhau v\u1ec1 c\u1ed9t, ki\u1ec3u d\u1eef li\u1ec7u v\u00e0 layout.<\/li>\n<li><strong>\u0110\u1ecbnh d\u1ea1ng th\u1ee7 c\u00f4ng:<\/strong> C\u00e1c d\u00f2ng ti\u00eau \u0111\u1ec1, banner, ch\u00e2n trang t\u00f3m t\u1eaft, \u00f4 g\u1ed9p v\u00e0 c\u00e1c d\u00f2ng tr\u1ed1ng xen k\u1ebd l\u00e0 r\u1ea5t ph\u1ed5 bi\u1ebfn.<\/li>\n<li><strong>Thi\u1ebfu tr\u00ecnh ph\u00e2n t\u00edch g\u1ed1c:<\/strong> Kh\u00f4ng gi\u1ed1ng c\u00e1c \u0111\u1ecbnh d\u1ea1ng nh\u01b0 Parquet hay JSON, Excel \u0111\u00f2i h\u1ecfi c\u00e1c tr\u00ecnh \u0111\u1ecdc chuy\u00ean d\u1ee5ng.<\/li>\n<\/ul>\n<p>Tr\u01b0\u1edbc \u0111\u00e2y, \u0111i\u1ec1u n\u00e0y \u0111\u1ed3ng ngh\u0129a v\u1edbi vi\u1ec7c ph\u1ea3i x\u00e2y d\u1ef1ng v\u00e0 b\u1ea3o tr\u00ec c\u00e1c notebook Spark t\u00f9y ch\u1ec9nh, x\u1eed l\u00fd l\u1eb7p qua t\u1eebng sheet m\u1ed9t c\u00e1ch th\u1ee7 c\u00f4ng, v\u00e0 duy tr\u00ec c\u00e1c pipeline ETL ph\u1ee9c t\u1ea1p. T\u00ednh n\u0103ng Shortcut Transformations m\u1edbi c\u1ee7a Microsoft Fabric \u0111\u00e3 thay \u0111\u1ed5i \u0111i\u1ec1u \u0111\u00f3.<\/p>\n<h2>T\u00ednh n\u0103ng m\u1edbi: Excel to Delta v\u1edbi Shortcut Transformations<\/h2>\n<p>V\u1edbi t\u00ednh n\u0103ng Excel to Delta trong Shortcut Transformations, doanh nghi\u1ec7p c\u00f3 th\u1ec3 n\u1ea1p c\u00e1c file Excel \u0111a sheet v\u00e0o Delta table m\u00e0 kh\u00f4ng c\u1ea7n vi\u1ebft code. Tr\u1ea3i nghi\u1ec7m low-code t\u01b0\u01a1ng t\u1ef1 nh\u01b0 khi x\u1eed l\u00fd file CSV, Parquet v\u00e0 JSON nay \u0111\u00e3 \u0111\u01b0\u1ee3c m\u1edf r\u1ed9ng cho c\u00e1c file <code>.xlsx<\/code> v\u00e0 <code>.xls<\/code>.<\/p>\n<p>C\u00e1c kh\u1ea3 n\u0103ng ch\u00ednh bao g\u1ed3m:<\/p>\n<ul>\n<li><strong>T\u1ef1 \u0111\u1ed9ng ph\u00e1t hi\u1ec7n sheet:<\/strong> Shortcut Transformations t\u1ef1 \u0111\u1ed9ng \u0111\u1ecdc metadata c\u1ee7a file Excel v\u00e0 kh\u00e1m ph\u00e1 t\u1ea5t c\u1ea3 t\u00ean sheet.<\/li>\n<li><strong>X\u1eed l\u00fd \u0111a sheet linh ho\u1ea1t:<\/strong> X\u1eed l\u00fd t\u1ea5t c\u1ea3 c\u00e1c sheet, c\u00e1c sheet c\u1ee5 th\u1ec3 theo t\u00ean, theo ch\u1ec9 m\u1ee5c, ho\u1eb7c s\u1eed d\u1ee5ng c\u00e1c m\u1eabu k\u00fd t\u1ef1 \u0111\u1ea1i di\u1ec7n (v\u00ed d\u1ee5: <code>Sales_*<\/code>) \u0111\u1ec3 kh\u1edbp c\u00e1c sheet m\u1ed9t c\u00e1ch linh ho\u1ea1t.<\/li>\n<li><strong>Hai ch\u1ebf \u0111\u1ed9 output:<\/strong>\n<ul>\n<li><strong>Combined Table:<\/strong> G\u1ed9p t\u1ea5t c\u1ea3 c\u00e1c sheet v\u00e0o m\u1ed9t Delta table duy nh\u1ea5t, k\u00e8m theo c\u00e1c c\u1ed9t metadata \u0111\u1ec3 truy v\u1ebft ngu\u1ed3n g\u1ed1c.<\/li>\n<li><strong>Table per Sheet:<\/strong> M\u1ed7i sheet tr\u1edf th\u00e0nh m\u1ed9t Delta table ri\u00eang (v\u00ed d\u1ee5: <code>sales\/January<\/code>, <code>sales\/February<\/code>). C\u00e1c sheet c\u00f9ng t\u00ean t\u1eeb c\u00e1c file kh\u00e1c nhau s\u1ebd t\u1ef1 \u0111\u1ed9ng \u0111\u01b0\u1ee3c h\u1ee3p nh\u1ea5t.<\/li>\n<\/ul>\n<\/li>\n<li><strong>T\u1ef1 \u0111\u1ed9ng suy lu\u1eadn v\u00e0 x\u1eed l\u00fd schema:<\/strong> T\u00ean c\u1ed9t v\u00e0 ki\u1ec3u d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c suy lu\u1eadn t\u1eeb m\u1ed7i sheet. Schema \u0111\u01b0\u1ee3c x\u00e1c th\u1ef1c ch\u00e9o gi\u1eefa c\u00e1c sheet, c\u00e1c \u0111i\u1ec3m kh\u00f4ng kh\u1edbp \u0111\u01b0\u1ee3c ph\u00e1t hi\u1ec7n, ghi log v\u00e0 x\u1eed l\u00fd m\u1ed9t c\u00e1ch linh ho\u1ea1t.<\/li>\n<li><strong>\u0110\u1ed3ng b\u1ed9 h\u00f3a li\u00ean t\u1ee5c (Continuous sync):<\/strong> C\u00e1c file Excel m\u1edbi ho\u1eb7c \u0111\u01b0\u1ee3c s\u1eeda \u0111\u1ed5i s\u1ebd \u0111\u01b0\u1ee3c t\u1ef1 \u0111\u1ed9ng ph\u00e1t hi\u1ec7n. Khi m\u1ed9t file trong th\u01b0 m\u1ee5c ngu\u1ed3n thay \u0111\u1ed5i, Delta table s\u1ebd \u0111\u01b0\u1ee3c l\u00e0m m\u1edbi m\u00e0 kh\u00f4ng c\u1ea7n ch\u1ea1y l\u1ea1i th\u1ee7 c\u00f4ng.<\/li>\n<li><strong>X\u1eed l\u00fd l\u1ed7i th\u00f4ng minh:<\/strong> T\u1ef1 \u0111\u1ed9ng b\u1ecf qua c\u00e1c th\u00e0nh ph\u1ea7n kh\u00f4ng ph\u1ea3i d\u1eef li\u1ec7u nh\u01b0 banner ti\u00eau \u0111\u1ec1, c\u00e1c d\u00f2ng metadata, c\u1ed9t v\u00e0 d\u00f2ng tr\u1ed1ng \u0111\u1ec3 nh\u1eadn di\u1ec7n ch\u00ednh x\u00e1c b\u1ea3ng d\u1eef li\u1ec7u. Chi ti\u1ebft l\u1ed7i \u0111\u01b0\u1ee3c ghi l\u1ea1i cho t\u1eebng file v\u00e0 t\u1eebng sheet.<\/li>\n<\/ul>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align: center; margin: 1.5em 0;\"><img decoding=\"async\" style=\"border-radius: 8px; border: 1px solid #e5e7eb; max-width: 100%; max-height: 560px; width: auto; height: auto; display: inline-block;\" src=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/05\/8b12332c49.gif\" alt=\"Giao di\u1ec7n n\u1ea1p d\u1eef li\u1ec7u t\u1eeb Excel v\u00e0o Fabric Lakehouse b\u1eb1ng Shortcut Transformations.\" \/><\/figure>\n<h3>B\u1eaft \u0111\u1ea7u \u0111\u01a1n gi\u1ea3n<\/h3>\n<p>\u0110\u1ec3 s\u1eed d\u1ee5ng t\u00ednh n\u0103ng n\u00e0y, ng\u01b0\u1eddi d\u00f9ng ch\u1ec9 c\u1ea7n:<\/p>\n<ol>\n<li>Ch\u1ecdn ho\u1eb7c t\u1ea1o m\u1ed9t Fabric Lakehouse m\u1edbi.<\/li>\n<li>Ch\u1ecdn &#8220;New Table Shortcut&#8221; ho\u1eb7c &#8220;New Schema Shortcut&#8221; v\u00e0 ch\u1ecdn ngu\u1ed3n d\u1eef li\u1ec7u (Azure Data Lake, Amazon S3, SharePoint, OneDrive, v.v.).<\/li>\n<li>Ch\u1ecdn th\u01b0 m\u1ee5c ch\u1ee9a c\u00e1c file Excel, x\u00e1c minh c\u00e1c chuy\u1ec3n \u0111\u1ed5i trong tr\u00ecnh h\u01b0\u1edbng d\u1eabn v\u00e0 l\u01b0u Shortcut.<\/li>\n<li>Theo d\u00f5i qu\u00e1 tr\u00ecnh l\u00e0m m\u1edbi trong trung t\u00e2m qu\u1ea3n l\u00fd v\u00e0 xem log chi ti\u1ebft trong monitoring view.<\/li>\n<\/ol>\n<h2>\u1ee8ng d\u1ee5ng th\u1ef1c ti\u1ec5n cho c\u00e1c ph\u00f2ng ban<\/h2>\n<p>T\u00ednh n\u0103ng n\u00e0y mang l\u1ea1i t\u00e1c \u0111\u1ed9ng tr\u1ef1c ti\u1ebfp \u0111\u1ebfn hi\u1ec7u su\u1ea5t c\u1ee7a nhi\u1ec1u b\u1ed9 ph\u1eadn trong doanh nghi\u1ec7p.<\/p>\n<h3>Ph\u00e2n t\u00edch t\u00e0i ch\u00ednh<\/h3>\n<p>M\u1ed9t \u0111\u1ed9i t\u00e0i ch\u00ednh to\u00e0n c\u1ea7u h\u1ee3p nh\u1ea5t b\u00e1o c\u00e1o l\u00e3i l\u1ed7 h\u00e0ng th\u00e1ng t\u1eeb 12 v\u0103n ph\u00f2ng khu v\u1ef1c. M\u1ed7i v\u0103n ph\u00f2ng g\u1eedi m\u1ed9t file Excel v\u1edbi c\u00e1c sheet \u0111\u01b0\u1ee3c \u0111\u1eb7t t\u00ean theo th\u00e1ng. V\u1edbi Shortcut Transformations, chuy\u00ean vi\u00ean ph\u00e2n t\u00edch ch\u1ec9 c\u1ea7n thi\u1ebft l\u1eadp m\u1ed9t shortcut duy nh\u1ea5t v\u1edbi ch\u1ebf \u0111\u1ed9 <code>Combined Table<\/code>. To\u00e0n b\u1ed9 d\u1eef li\u1ec7u s\u1ebd t\u1ef1 \u0111\u1ed9ng ch\u1ea3y v\u00e0o m\u1ed9t Delta table chung, gi\u00fap c\u00e1c dashboard lu\u00f4n \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt khi c\u00f3 file m\u1edbi.<\/p>\n<h3>V\u1eadn h\u00e0nh nh\u00e2n s\u1ef1<\/h3>\n<p>\u0110\u1ed9i ng\u0169 nh\u00e2n s\u1ef1 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u tuy\u1ec3n d\u1ee5ng qua nhi\u1ec1u m\u1eabu Excel kh\u00e1c nhau. M\u1ed7i m\u1eabu c\u00f3 m\u1ed9t sheet &#8220;New Hires&#8221; v\u00e0 nhi\u1ec1u sheet tham chi\u1ebfu kh\u00e1c. B\u1eb1ng c\u00e1ch l\u1ecdc theo t\u00ean sheet (<code>sheet_names = \"New Hires\"<\/code>), ch\u1ec9 d\u1eef li\u1ec7u li\u00ean quan \u0111\u01b0\u1ee3c n\u1ea1p v\u00e0o, c\u00e1c sheet tham chi\u1ebfu v\u00e0 h\u01b0\u1edbng d\u1eabn s\u1ebd t\u1ef1 \u0111\u1ed9ng \u0111\u01b0\u1ee3c b\u1ecf qua.<\/p>\n<h3>K\u1ef9 s\u01b0 d\u1eef li\u1ec7u chu\u1ed7i cung \u1ee9ng<\/h3>\n<p>M\u1ed9t c\u00f4ng ty s\u1ea3n xu\u1ea5t nh\u1eadn \u1ea3nh ch\u1ee5p nhanh h\u00e0ng t\u1ed3n kho h\u00e0ng ng\u00e0y d\u01b0\u1edbi d\u1ea1ng file Excel \u0111a sheet t\u1eeb 50 kho h\u00e0ng. M\u1ed7i file c\u00f3 c\u00e1c sheet cho &#8220;Nguy\u00ean v\u1eadt li\u1ec7u th\u00f4&#8221;, &#8220;Th\u00e0nh ph\u1ea9m&#8221;, v\u00e0 &#8220;B\u00e1n th\u00e0nh ph\u1ea9m&#8221;. S\u1eed d\u1ee5ng ch\u1ebf \u0111\u1ed9 <code>Table per Sheet<\/code>, ba Delta table ri\u00eang bi\u1ec7t \u0111\u01b0\u1ee3c t\u1ea1o t\u1ef1 \u0111\u1ed9ng, h\u1ee3p nh\u1ea5t d\u1eef li\u1ec7u t\u1eeb t\u1ea5t c\u1ea3 50 kho.<\/p>\n<h3>Ph\u00e2n t\u00edch b\u00e1n l\u1ebb<\/h3>\n<p>M\u1ed9t chu\u1ed7i b\u00e1n l\u1ebb nh\u1eadn d\u1eef li\u1ec7u b\u00e1n h\u00e0ng h\u00e0ng tu\u1ea7n t\u1eeb c\u00e1c \u0111\u1ed1i t\u00e1c nh\u01b0\u1ee3ng quy\u1ec1n. C\u00e1c \u0111\u1ed1i t\u00e1c s\u1eed d\u1ee5ng t\u00ean sheet kh\u00e1c nhau (&#8220;Weekly Sales&#8221;, &#8220;SalesData&#8221;). B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng m\u1eabu k\u00fd t\u1ef1 \u0111\u1ea1i di\u1ec7n (<code>sheet_names = \"*Sales*\"<\/code>), t\u1ea5t c\u1ea3 c\u00e1c bi\u1ebfn th\u1ec3 \u0111\u1ec1u \u0111\u01b0\u1ee3c thu th\u1eadp t\u1ef1 \u0111\u1ed9ng m\u00e0 kh\u00f4ng c\u1ea7n duy tr\u00ec m\u1ed9t danh s\u00e1ch t\u01b0\u1eddng minh.<\/p>\n<p>V\u1edbi t\u00ednh n\u0103ng chuy\u1ec3n \u0111\u1ed5i Excel sang Delta, c\u00e1c \u0111\u1ed9i ng\u0169 c\u00f3 th\u1ec3 chuy\u1ec3n t\u1eeb quy tr\u00ecnh n\u1ea1p d\u1eef li\u1ec7u th\u1ee7 c\u00f4ng sang c\u00e1c data pipeline low-code c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng, \u0111\u01b0a c\u00e1c lu\u1ed3ng c\u00f4ng vi\u1ec7c quen thu\u1ed9c v\u1edbi Excel v\u00e0o m\u1ed9t lakehouse hi\u1ec7n \u0111\u1ea1i m\u00e0 kh\u00f4ng l\u00e0m t\u0103ng th\u00eam \u0111\u1ed9 ph\u1ee9c t\u1ea1p.<\/p>","protected":false},"excerpt":{"rendered":"<p>Ng\u00e0y 27\/5\/2026, Microsoft \u0111\u00e3 c\u00f4ng b\u1ed1 m\u1ed9t t\u00ednh n\u0103ng m\u1edbi trong Microsoft Fabric gi\u00fap gi\u1ea3i quy\u1ebft th\u00e1ch th\u1ee9c l\u1edbn cho nhi\u1ec1u doanh nghi\u1ec7p: t\u1ef1 \u0111\u1ed9ng h\u00f3a vi\u1ec7c \u0111\u01b0a d\u1eef li\u1ec7u t\u1eeb c\u00e1c file Excel v\u00e0o n\u1ec1n t\u1ea3ng data lakehouse. T\u00ednh n\u0103ng chuy\u1ec3n \u0111\u1ed5i Excel sang Delta Table (hi\u1ec7n \u1edf b\u1ea3n Preview) trong Shortcut Transformations cho ph\u00e9p c\u00e1c \u0111\u1ed9i ng\u0169 d\u1eef li\u1ec7u n\u1ea1p v\u00e0 chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u t\u1eeb Excel m\u00e0 kh\u00f4ng c\u1ea7n vi\u1ebft m\u1ed9t d\u00f2ng code n\u00e0o, gi\u00fap \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch v\u00e0 ra quy\u1ebft \u0111\u1ecbnh. Th\u00e1ch th\u1ee9c c\u1ed1 h\u1eefu c\u1ee7a d\u1eef li\u1ec7u Excel Excel v\u1eabn l\u00e0 ng\u00f4n ng\u1eef chung c\u1ee7a d\u1eef li\u1ec7u kinh doanh. T\u1eeb b\u00e1o c\u00e1o&#8230;<\/p>","protected":false},"author":15,"featured_media":11634,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-11635","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ms-blogs"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Microsoft Fabric: T\u1ef1 \u0111\u1ed9ng chuy\u1ec3n d\u1eef li\u1ec7u Excel sang Delta Table kh\u00f4ng c\u1ea7n code | CMC Telecom<\/title>\n<meta name=\"description\" content=\"\u0110\u1ed1i t\u00e1c Tier-1 Solutions Provider c\u1ee7a Microsoft t\u1ea1i Vi\u1ec7t Nam\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta 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