{"id":12271,"date":"2026-07-12T09:02:25","date_gmt":"2026-07-12T02:02:25","guid":{"rendered":"https:\/\/microsoft.cmctelecom.vn\/microsoft-fabric-tu-dong-theo-doi-lich-su-du-lieu-voi-scd-type-2-khong-can-code\/"},"modified":"2026-07-08T13:41:19","modified_gmt":"2026-07-08T06:41:19","slug":"microsoft-fabric-tu-dong-theo-doi-lich-su-du-lieu-voi-scd-type-2-khong-can-code","status":"publish","type":"post","link":"https:\/\/microsoft.cmctelecom.vn\/kr\/microsoft-fabric-tu-dong-theo-doi-lich-su-du-lieu-voi-scd-type-2-khong-can-code\/","title":{"rendered":"Microsoft Fabric: T\u1ef1 \u0111\u1ed9ng theo d\u00f5i l\u1ecbch s\u1eed d\u1eef li\u1ec7u v\u1edbi SCD Type 2 kh\u00f4ng c\u1ea7n code"},"content":{"rendered":"<p>Microsoft v\u1eeba c\u00f4ng b\u1ed1 c\u00e1c c\u1ea3i ti\u1ebfn quan tr\u1ecdng cho c\u00f4ng c\u1ee5 Copy job trong Microsoft Fabric Data Factory, gi\u00fap doanh nghi\u1ec7p \u0111\u01a1n gi\u1ea3n h\u00f3a \u0111\u00e1ng k\u1ec3 vi\u1ec7c sao ch\u00e9p v\u00e0 theo d\u00f5i l\u1ecbch s\u1eed thay \u0111\u1ed5i d\u1eef li\u1ec7u (Change Data Capture &#8211; CDC). V\u1edbi c\u00e1c t\u00ednh n\u0103ng m\u1edbi, doanh nghi\u1ec7p c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng c\u00e1c pipeline sao ch\u00e9p d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p t\u1eeb Oracle, l\u01b0u v\u00e0o Fabric Data Warehouse v\u00e0 t\u1ef1 \u0111\u1ed9ng duy tr\u00ec to\u00e0n b\u1ed9 l\u1ecbch s\u1eed thay \u0111\u1ed5i m\u00e0 kh\u00f4ng c\u1ea7n vi\u1ebft m\u1ed9t d\u00f2ng code n\u00e0o, gi\u00fap ti\u1ebft ki\u1ec7m \u0111\u00e1ng k\u1ec3 th\u1eddi gian v\u00e0 ngu\u1ed3n l\u1ef1c k\u1ef9 thu\u1eadt.<\/p>\n<h2>C\u00e1c c\u1ea3i ti\u1ebfn ch\u00ednh trong Copy job<\/h2>\n<p>Trong b\u1ea3n c\u1eadp nh\u1eadt ng\u00e0y 25\/03\/2026, Microsoft \u0111\u00e3 gi\u1edbi thi\u1ec7u m\u1ed9t b\u1ed9 ba c\u1ea3i ti\u1ebfn gi\u00fap Copy job tr\u1edf th\u00e0nh c\u00f4ng c\u1ee5 di chuy\u1ec3n d\u1eef li\u1ec7u kh\u00f4ng c\u1ea7n code m\u1ea1nh m\u1ebd h\u01a1n:<\/p>\n<ul>\n<li><strong>Ngu\u1ed3n Oracle CDC:<\/strong> Cho ph\u00e9p ghi nh\u1eadn c\u00e1c thay \u0111\u1ed5i d\u1eef li\u1ec7u (insert, update, delete) tr\u1ef1c ti\u1ebfp t\u1eeb c\u01a1 s\u1edf d\u1eef li\u1ec7u Oracle.<\/li>\n<li><strong>\u0110\u00edch Fabric Data Warehouse:<\/strong> D\u1ec5 d\u00e0ng sao ch\u00e9p d\u1eef li\u1ec7u CDC v\u00e0o kho d\u1eef li\u1ec7u Fabric Data Warehouse.<\/li>\n<li><strong>H\u1ed7 tr\u1ee3 SCD Type 2:<\/strong> T\u1ef1 \u0111\u1ed9ng b\u1ea3o to\u00e0n to\u00e0n b\u1ed9 l\u1ecbch s\u1eed d\u1eef li\u1ec7u v\u00e0 x\u1eed l\u00fd c\u00e1c b\u1ea3n ghi b\u1ecb x\u00f3a d\u01b0\u1edbi d\u1ea1ng <em>soft delete<\/em> (x\u00f3a m\u1ec1m).<\/li>\n<\/ul>\n<p>Nh\u1eefng n\u00e2ng c\u1ea5p n\u00e0y gi\u1ea3i quy\u1ebft c\u00e1c b\u00e0i to\u00e1n v\u1ed1n \u0111\u00f2i h\u1ecfi nhi\u1ec1u c\u00f4ng s\u1ee9c l\u1eadp tr\u00ecnh v\u00e0 t\u00f9y ch\u1ec9nh ph\u1ee9c t\u1ea1p tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng kh\u00e1c.<\/p>\n<h2>SCD Type 2: Theo d\u00f5i to\u00e0n b\u1ed9 l\u1ecbch s\u1eed thay \u0111\u1ed5i d\u1eef li\u1ec7u<\/h2>\n<p><em>Slowly Changing Dimension Type 2 (SCD Type 2)<\/em> l\u00e0 m\u1ed9t k\u1ef9 thu\u1eadt kinh \u0111i\u1ec3n trong l\u0129nh v\u1ef1c kho d\u1eef li\u1ec7u (data warehousing). \u00dd t\u01b0\u1edfng c\u1ed1t l\u00f5i r\u1ea5t \u0111\u01a1n gi\u1ea3n: khi m\u1ed9t b\u1ea3n ghi trong b\u1ea3ng chi\u1ec1u (dimension table) thay \u0111\u1ed5i, thay v\u00ec ghi \u0111\u00e8 l\u00ean d\u1eef li\u1ec7u c\u0169 (SCD Type 1), h\u1ec7 th\u1ed1ng s\u1ebd ch\u00e8n m\u1ed9t phi\u00ean b\u1ea3n m\u1edbi v\u00e0 gi\u1eef l\u1ea1i phi\u00ean b\u1ea3n c\u0169.<\/p>\n<p>V\u00ed d\u1ee5, m\u1ed9t kh\u00e1ch h\u00e0ng chuy\u1ec3n t\u1eeb H\u00e0 N\u1ed9i \u0111\u1ebfn TP.HCM. N\u1ebfu ch\u1ec9 ghi \u0111\u00e8, doanh nghi\u1ec7p s\u1ebd m\u1ea5t th\u00f4ng tin kh\u00e1ch h\u00e0ng n\u00e0y t\u1eebng \u1edf H\u00e0 N\u1ed9i. M\u1ecdi giao d\u1ecbch trong qu\u00e1 kh\u1ee9 c\u1ee7a kh\u00e1ch h\u00e0ng \u0111\u00f3 s\u1ebd hi\u1ec3n th\u1ecb \u0111\u1ecba ch\u1ec9 l\u00e0 &#8220;TP.HCM&#8221;, g\u00e2y sai l\u1ec7ch khi ph\u00e2n t\u00edch. V\u1edbi SCD Type 2, c\u1ea3 hai phi\u00ean b\u1ea3n \u0111\u1ecba ch\u1ec9 \u0111\u1ec1u \u0111\u01b0\u1ee3c l\u01b0u l\u1ea1i c\u00f9ng v\u1edbi kho\u1ea3ng th\u1eddi gian hi\u1ec7u l\u1ef1c. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p doanh nghi\u1ec7p tr\u1ea3 l\u1eddi ch\u00ednh x\u00e1c c\u1ea3 hai c\u00e2u h\u1ecfi: &#8220;Hi\u1ec7n t\u1ea1i kh\u00e1ch h\u00e0ng \u1edf \u0111\u00e2u?&#8221; v\u00e0 &#8220;Kh\u00e1ch h\u00e0ng \u1edf \u0111\u00e2u t\u1ea1i th\u1eddi \u0111i\u1ec3m \u0111\u1eb7t \u0111\u01a1n h\u00e0ng v\u00e0o n\u0103m ngo\u00e1i?&#8221;.<\/p>\n<p>Ngo\u00e0i ra, khi m\u1ed9t b\u1ea3n ghi b\u1ecb x\u00f3a \u1edf ngu\u1ed3n, SCD Type 2 kh\u00f4ng x\u00f3a v\u1eadt l\u00fd b\u1ea3n ghi \u0111\u00f3 \u1edf \u0111\u00edch. Thay v\u00e0o \u0111\u00f3, n\u00f3 s\u1ebd \u0111\u00f3ng phi\u00ean b\u1ea3n hi\u1ec7n t\u1ea1i b\u1eb1ng c\u00e1ch c\u1eadp nh\u1eadt ng\u00e0y k\u1ebft th\u00fac hi\u1ec7u l\u1ef1c. \u0110i\u1ec1u n\u00e0y \u0111\u1ea3m b\u1ea3o to\u00e0n b\u1ed9 v\u00f2ng \u0111\u1eddi c\u1ee7a d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef, r\u1ea5t quan tr\u1ecdng cho vi\u1ec7c tu\u00e2n th\u1ee7 quy \u0111\u1ecbnh, ki\u1ec3m to\u00e1n v\u00e0 ph\u00e2n t\u00edch c\u1ea7n \u1ea3nh ch\u1ee5p nhanh d\u1eef li\u1ec7u t\u1ea1i m\u1ed9t th\u1eddi \u0111i\u1ec3m b\u1ea5t k\u1ef3 trong qu\u00e1 kh\u1ee9.<\/p>\n<h2>T\u1ea7m quan tr\u1ecdng c\u1ee7a SCD Type 2 \u0111\u1ed1i v\u1edbi doanh nghi\u1ec7p<\/h2>\n<p>Vi\u1ec7c l\u01b0u tr\u1eef l\u1ecbch s\u1eed d\u1eef li\u1ec7u ch\u00ednh x\u00e1c mang l\u1ea1i gi\u00e1 tr\u1ecb to l\u1edbn cho nhi\u1ec1u ng\u00e0nh:<\/p>\n<ul>\n<li><strong>D\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh:<\/strong> B\u00e1o c\u00e1o ph\u00e1p l\u00fd y\u00eau c\u1ea7u bi\u1ebft ch\u00ednh x\u00e1c tr\u1ea1ng th\u00e1i c\u1ee7a t\u00e0i kho\u1ea3n kh\u00e1ch h\u00e0ng ho\u1eb7c ph\u00e2n lo\u1ea1i r\u1ee7i ro t\u1ea1i m\u1ed9t th\u1eddi \u0111i\u1ec3m c\u1ee5 th\u1ec3.<\/li>\n<li><strong>Y t\u1ebf:<\/strong> H\u1ed3 s\u01a1 b\u1ec7nh nh\u00e2n, li\u00ean k\u1ebft nh\u00e0 cung c\u1ea5p v\u00e0 c\u00e1c g\u00f3i b\u1ea3o hi\u1ec3m thay \u0111\u1ed5i theo th\u1eddi gian. Ph\u00e2n t\u00edch \u0111i\u1ec1u tr\u1ecb ph\u1ea3i ph\u1ea3n \u00e1nh \u0111\u00fang h\u1ed3 s\u01a1 c\u1ee7a b\u1ec7nh nh\u00e2n t\u1ea1i th\u1eddi \u0111i\u1ec3m ch\u0103m s\u00f3c.<\/li>\n<li><strong>B\u00e1n l\u1ebb v\u00e0 th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed:<\/strong> Ph\u00e2n kh\u00fac kh\u00e1ch h\u00e0ng, b\u1eadc gi\u00e1 s\u1ea3n ph\u1ea9m v\u00e0 tr\u1ea1ng th\u00e1i kh\u00e1ch h\u00e0ng th\u00e2n thi\u1ebft lu\u00f4n thay \u0111\u1ed5i. Ph\u00e2n t\u00edch hi\u1ec7u qu\u1ea3 khuy\u1ebfn m\u00e3i c\u1ea7n bi\u1ebft kh\u00e1ch h\u00e0ng thu\u1ed9c ph\u00e2n kh\u00fac n\u00e0o khi h\u1ecd mua h\u00e0ng.<\/li>\n<li><strong>S\u1ea3n xu\u1ea5t v\u00e0 chu\u1ed7i cung \u1ee9ng:<\/strong> Ch\u1ee9ng nh\u1eadn nh\u00e0 cung c\u1ea5p, th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt v\u1eadt li\u1ec7u v\u00e0 c\u00e1c ch\u1ec9 \u0111\u1ecbnh \u0111\u1ecbnh tuy\u1ebfn ph\u00e1t tri\u1ec3n theo th\u1eddi gian. Ki\u1ec3m to\u00e1n ch\u1ea5t l\u01b0\u1ee3ng \u0111\u00f2i h\u1ecfi kh\u1ea3 n\u0103ng truy xu\u1ea5t ngu\u1ed3n g\u1ed1c t\u1ea1i m\u1ed9t th\u1eddi \u0111i\u1ec3m.<\/li>\n<li><strong>B\u1ea3o hi\u1ec3m:<\/strong> C\u00e1c \u0111i\u1ec1u kho\u1ea3n h\u1ee3p \u0111\u1ed3ng, gi\u1edbi h\u1ea1n b\u1ea3o hi\u1ec3m v\u00e0 \u0111\u1ea1i l\u00fd ph\u1ee5 tr\u00e1ch thay \u0111\u1ed5i sau m\u1ed7i l\u1ea7n gia h\u1ea1n. Ph\u00e2n t\u00edch y\u00eau c\u1ea7u b\u1ed3i th\u01b0\u1eddng ph\u1ea3i g\u1eafn v\u1edbi phi\u00ean b\u1ea3n h\u1ee3p \u0111\u1ed3ng c\u00f3 hi\u1ec7u l\u1ef1c t\u1ea1i th\u1eddi \u0111i\u1ec3m x\u1ea3y ra s\u1ef1 c\u1ed1.<\/li>\n<\/ul>\n<h2>\u0110\u01a1n gi\u1ea3n h\u00f3a quy tr\u00ecnh ph\u1ee9c t\u1ea1p ch\u1ec9 b\u1eb1ng m\u1ed9t c\u00fa nh\u1ea5p chu\u1ed9t<\/h2>\n<p>Trong qu\u00e1 kh\u1ee9, vi\u1ec7c tri\u1ec3n khai SCD Type 2 r\u1ea5t ph\u1ee9c t\u1ea1p, \u0111\u00f2i h\u1ecfi c\u00e1c b\u01b0\u1edbc nh\u01b0: ph\u00e1t hi\u1ec7n d\u00f2ng n\u00e0o \u0111\u00e3 thay \u0111\u1ed5i, \u0111\u00f3ng phi\u00ean b\u1ea3n hi\u1ec7n t\u1ea1i, ch\u00e8n phi\u00ean b\u1ea3n m\u1edbi v\u00e0 x\u1eed l\u00fd x\u00f3a m\u1ec1m. T\u1ea5t c\u1ea3 \u0111\u1ec1u c\u1ea7n logic l\u1eadp tr\u00ecnh th\u1ee7 c\u00f4ng.<\/p>\n<p>V\u1edbi Copy job trong Fabric, to\u00e0n b\u1ed9 quy tr\u00ecnh n\u00e0y \u0111\u01b0\u1ee3c t\u1ef1 \u0111\u1ed9ng h\u00f3a. Ng\u01b0\u1eddi d\u00f9ng ch\u1ec9 c\u1ea7n:<\/p>\n<ol>\n<li>T\u1ea1o m\u1ed9t Copy job.<\/li>\n<li>Ch\u1ecdn m\u1ed9t ngu\u1ed3n d\u1eef li\u1ec7u c\u00f3 h\u1ed7 tr\u1ee3 CDC.<\/li>\n<li>Ch\u1ecdn m\u1ed9t \u0111\u00edch \u0111\u1ebfn \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3.<\/li>\n<li>B\u1eadt t\u00f9y ch\u1ecdn SCD Type 2 trong ph\u1ea7n ph\u01b0\u01a1ng th\u1ee9c ghi (write method).<\/li>\n<\/ol>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align:center;margin:1.5em 0;\">\n<img decoding=\"async\" src=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/07\/9b7e4c55bc.png\" alt=\"Giao di\u1ec7n k\u00edch ho\u1ea1t SCD Type 2 trong Copy job c\u1ee7a Microsoft Fabric\" style=\"border-radius:8px;border:1px solid #e5e7eb;max-width:100%;max-height:560px;width:auto;height:auto;display:inline-block;\"><br \/>\n<\/figure>\n<p>Vi\u1ec7c tri\u1ec3n khai SCD Type 2 ch\u1ec9 b\u1eb1ng m\u1ed9t n\u00fat g\u1ea1t l\u00e0 minh ch\u1ee9ng cho th\u1ea5y c\u00e1c c\u00f4ng c\u1ee5 kh\u00f4ng c\u1ea7n code c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft nh\u1eefng b\u00e0i to\u00e1n ph\u1ee9c t\u1ea1p \u0111\u1ebfn m\u1ee9c n\u00e0o. B\u1ea3ng so s\u00e1nh d\u01b0\u1edbi \u0111\u00e2y cho th\u1ea5y s\u1ef1 kh\u00e1c bi\u1ec7t r\u00f5 r\u1ec7t:<\/p>\n<table>\n<thead>\n<tr>\n<th>Y\u1ebfu t\u1ed1<\/th>\n<th>N\u1ec1n t\u1ea3ng d\u1ef1a tr\u00ean code<\/th>\n<th>Copy job (Kh\u00f4ng c\u1ea7n code)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>Th\u1eddi gian thi\u1ebft l\u1eadp<\/strong><\/td>\n<td>V\u00e0i ng\u00e0y \u0111\u1ebfn v\u00e0i tu\u1ea7n<\/td>\n<td>V\u00e0i ph\u00fat<\/td>\n<\/tr>\n<tr>\n<td><strong>Logic MERGE<\/strong><\/td>\n<td>T\u1ef1 vi\u1ebft v\u00e0 b\u1ea3o tr\u00ec l\u1ec7nh <code>MERGE INTO<\/code> cho m\u1ed7i b\u1ea3ng<\/td>\n<td>\u0110\u01b0\u1ee3c t\u1ea1o t\u1ef1 \u0111\u1ed9ng b\u1edfi n\u1ec1n t\u1ea3ng<\/td>\n<\/tr>\n<tr>\n<td><strong>SCD Type 2 + X\u00f3a m\u1ec1m<\/strong><\/td>\n<td>Th\u00eam c\u1ed9t th\u1ee7 c\u00f4ng, vi\u1ebft code ri\u00eang cho update\/delete<\/td>\n<td>K\u00edch ho\u1ea1t b\u1eb1ng m\u1ed9t b\u01b0\u1edbc, \u00e1p d\u1ee5ng nh\u1ea5t qu\u00e1n<\/td>\n<\/tr>\n<tr>\n<td><strong>C\u00f4ng s\u1ee9c cho m\u1ed7i b\u1ea3ng<\/strong><\/td>\n<td>M\u1ed7i b\u1ea3ng c\u1ea7n logic MERGE ri\u00eang<\/td>\n<td>Ch\u1ecdn h\u00e0ng lo\u1ea1t b\u1ea3ng, \u00e1p d\u1ee5ng \u0111\u1ed3ng nh\u1ea5t<\/td>\n<\/tr>\n<tr>\n<td><strong>M\u1edf r\u1ed9ng \u0111\u1ebfn 100+ b\u1ea3ng<\/strong><\/td>\n<td>C\u1ea7n x\u00e2y d\u1ef1ng framework ri\u00eang, \u0111\u1ea7u t\u01b0 k\u1ef9 thu\u1eadt l\u1edbn<\/td>\n<td>Tr\u1ea3i nghi\u1ec7m kh\u00f4ng \u0111\u1ed5i d\u00f9 l\u00e0 1 hay 500 b\u1ea3ng<\/td>\n<\/tr>\n<tr>\n<td><strong>B\u1ea3o tr\u00ec<\/strong><\/td>\n<td>Li\u00ean t\u1ee5c x\u1eed l\u00fd c\u00e1c tr\u01b0\u1eddng h\u1ee3p \u0111\u1eb7c bi\u1ec7t, n\u00e2ng c\u1ea5p phi\u00ean b\u1ea3n<\/td>\n<td>Kh\u00f4ng c\u00f3 code \u0111\u1ec3 b\u1ea3o tr\u00ec, n\u1ec1n t\u1ea3ng t\u1ef1 x\u1eed l\u00fd<\/td>\n<\/tr>\n<tr>\n<td><strong>Y\u00eau c\u1ea7u k\u1ef9 n\u0103ng<\/strong><\/td>\n<td>Chuy\u00ean m\u00f4n Spark\/PySpark\/SQL, ki\u1ebfn th\u1ee9c v\u1ec1 CDC<\/td>\n<td>Ng\u01b0\u1eddi d\u00f9ng nghi\u1ec7p v\u1ee5 c\u00f3 hi\u1ec3u bi\u1ebft c\u01a1 b\u1ea3n v\u1ec1 d\u1eef li\u1ec7u<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>L\u1ee3i th\u1ebf v\u01b0\u1ee3t tr\u1ed9i so v\u1edbi Azure Data Factory (ADF)<\/h2>\n<p>\u0110\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p \u0111ang s\u1eed d\u1ee5ng Azure, \u0111\u00e2y l\u00e0 m\u1ed9t n\u00e2ng c\u1ea5p \u0111\u00e1ng gi\u00e1. Azure Data Factory (ADF) kh\u00f4ng c\u00f3 s\u1eb5n t\u00ednh n\u0103ng h\u1ed7 tr\u1ee3 SCD Type 2. \u0110\u1ec3 th\u1ef1c hi\u1ec7n \u0111i\u1ec1u t\u01b0\u01a1ng t\u1ef1 tr\u00ean ADF, ng\u01b0\u1eddi d\u00f9ng ph\u1ea3i x\u00e2y d\u1ef1ng c\u00e1c data flow ph\u1ee9c t\u1ea1p cho t\u1eebng b\u1ea3ng v\u1edbi nhi\u1ec1u b\u01b0\u1edbc bi\u1ebfn \u0111\u1ed5i. <\/p>\n<p>Copy job trong Fabric Data Factory \u0111\u00e3 thay \u0111\u1ed5i ho\u00e0n to\u00e0n \u0111i\u1ec1u n\u00e0y. C\u00f9ng m\u1ed9t t\u00e1c v\u1ee5 \u0111\u00f2i h\u1ecfi nhi\u1ec1u c\u00f4ng s\u1ee9c tr\u00ean ADF gi\u1edd \u0111\u00e2y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n ch\u1ec9 b\u1eb1ng <strong>m\u1ed9t n\u00fat g\u1ea1t duy nh\u1ea5t<\/strong> trong Copy job, \u00e1p d\u1ee5ng nh\u1ea5t qu\u00e1n cho t\u1ea5t c\u1ea3 c\u00e1c b\u1ea3ng \u0111\u01b0\u1ee3c ch\u1ecdn v\u00e0 kh\u00f4ng c\u1ea7n b\u1ea3o tr\u00ec. \u0110\u00e2y l\u00e0 m\u1ed9t trong nh\u1eefng l\u00fd do thuy\u1ebft ph\u1ee5c nh\u1ea5t \u0111\u1ec3 c\u00e1c doanh nghi\u1ec7p xem x\u00e9t chuy\u1ec3n \u0111\u1ed5i t\u1eeb ADF sang Microsoft Fabric.<\/p>","protected":false},"excerpt":{"rendered":"<p>Microsoft v\u1eeba c\u00f4ng b\u1ed1 c\u00e1c c\u1ea3i ti\u1ebfn quan tr\u1ecdng cho c\u00f4ng c\u1ee5 Copy job trong Microsoft Fabric Data Factory, gi\u00fap doanh nghi\u1ec7p \u0111\u01a1n gi\u1ea3n h\u00f3a \u0111\u00e1ng k\u1ec3 vi\u1ec7c sao ch\u00e9p v\u00e0 theo d\u00f5i l\u1ecbch s\u1eed thay \u0111\u1ed5i d\u1eef li\u1ec7u (Change Data Capture &#8211; CDC). V\u1edbi c\u00e1c t\u00ednh n\u0103ng m\u1edbi, doanh nghi\u1ec7p c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng&#8230;<\/p>","protected":false},"author":15,"featured_media":12269,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-12271","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 v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Microsoft Fabric: T\u1ef1 \u0111\u1ed9ng theo d\u00f5i l\u1ecbch s\u1eed d\u1eef li\u1ec7u v\u1edbi SCD Type 2 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, 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