{"id":29662,"date":"2023-10-25T09:35:07","date_gmt":"2023-10-25T02:35:07","guid":{"rendered":"https:\/\/aws.cmctelecom.vn\/?post_type=giai_phap&#038;p=29662"},"modified":"2023-10-25T09:35:07","modified_gmt":"2023-10-25T02:35:07","slug":"don-gian-hoa-viec-trien-khai-quy-trinh-ci-cd-tren-google-cloud","status":"publish","type":"giai_phap","link":"https:\/\/aws.cmctelecom.vn\/en\/giai-phap\/don-gian-hoa-viec-trien-khai-quy-trinh-ci-cd-tren-google-cloud\/","title":{"rendered":"\u0110\u01a1n gi\u1ea3n h\u00f3a vi\u1ec7c tri\u1ec3n khai quy tr\u00ecnh CI\/CD tr\u00ean Google Cloud"},"content":{"rendered":"<h2 class=\"content-detail-sapo sm-sapo-mb-0\"><strong>Chuy\u00ean gia v\u1ec1 MultiCloud c\u1ee7a CMC Telecom h\u01b0\u1edbng d\u1eabn doanh nghi\u1ec7p \u00e1p d\u1ee5ng quy tr\u00ecnh CI\/CD tr\u00ean Google Cloud Platform (GCP), nh\u1eb1m t\u1ed1i \u01b0u th\u1eddi gian, \u0111\u1ea3m b\u1ea3o c\u00e1c \u1ee9ng d\u1ee5ng lu\u00f4n ho\u1ea1t \u0111\u1ed9ng tr\u01a1n tru, m\u01b0\u1ee3t m\u00e0 tr\u00ean n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y c\u1ee7a Google.<\/strong><\/h2>\n<p><img decoding=\"async\" data-src=\"https:\/\/static-images.vnncdn.net\/files\/publish\/2023\/9\/25\/gg-cloud-anh-1-784.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/p>\n<p><strong>T\u00f4\u0309ng quan v\u00ea\u0300 quy tr\u00ecnh CI\/CD<\/strong><\/p>\n<p>CI\/CD (Continuous Integration\/ Continuous Deployment) l\u00e0 quy tr\u00ecnh gi\u00fap c\u00e1c l\u00e2\u0323p tr\u00ecnh vi\u00ean (developer) t\u1eadp trung v\u00e0o vi\u1ec7c vi\u1ebft m\u00e3 ngu\u1ed3n m\u1edbi m\u00e0 kh\u00f4ng c\u1ea7n lo l\u1eafng v\u1ec1 vi\u1ec7c t\u00edch h\u1ee3p th\u01b0\u1eddng xuy\u00ean, tri\u1ec3n khai \u1ee9ng d\u1ee5ng. Vi\u1ec7c t\u00edch h\u1ee3p li\u00ean t\u1ee5c (CI) \u0111\u1ea3m b\u1ea3o m\u00e3 ngu\u1ed3n \u0111\u01b0\u1ee3c t\u1ef1 \u0111\u1ed9ng ki\u1ec3m tra v\u00e0 t\u00edch h\u1ee3p v\u1edbi m\u00e3 ngu\u1ed3n b\u1ea3n ch\u00ednh th\u1ed1ng khi c\u00f3 thay \u0111\u1ed5i m\u1edbi, tr\u00e1nh g\u00e2y ra l\u1ed7i. Trong khi \u0111\u00f3, CD gi\u00fap doanh nghi\u1ec7p tri\u1ec3n khai li\u00ean t\u1ee5c nh\u01b0ng v\u1eabn \u0111\u1ea3m b\u1ea3o \u1ee9ng d\u1ee5ng s\u1eb5n s\u00e0ng \u0111\u1ec3 tri\u1ec3n khai v\u00e0 ch\u1ea1y b\u1ea5t c\u1ee9 khi n\u00e0o.<\/p>\n<p>Chuy\u00ean gia GCP c\u1ee7a CMCTelecom cho bi\u1ebft: \u201cHi\u1ec7n nay, t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh v\u1eadn h\u00e0nh \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t y\u00eau c\u1ea7u kh\u00f4ng th\u1ec3 thi\u1ebfu \u0111\u1ed1i v\u1edbi doanh nghi\u1ec7p. B\u1edfi quy tr\u00ecnh n\u00e0y mang \u0111\u1ebfn cho doanh nghi\u1ec7p m\u1ed9t s\u1ed1 l\u1ee3i \u00edch khi tri\u1ec3n khai tr\u00ean n\u1ec1n t\u1ea3ng MultiCloud, \u0111\u1eb7c bi\u1ec7t v\u1edbi GCP\u201d.<\/p>\n<p><img decoding=\"async\" data-src=\"https:\/\/static-images.vnncdn.net\/files\/publish\/2023\/9\/25\/gcp-anh-2-785.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/p>\n<p style=\"text-align: center;\"><em>\u00a0S\u01a1 \u0111\u1ed3 lu\u1ed3ng ho\u1ea1t \u0111\u1ed9ng c\u1ee7a m\u1ed9t quy tr\u00ecnh CI\/CD<\/em><\/p>\n<p>Theo \u0111\u1ea1i di\u00ea\u0323n CMC Telecom, c\u00f3 5 l\u1ee3i ch\u00ednh \u00edch khi tri\u1ec3n khai CI\/CD tr\u00ean GCP, g\u00f4\u0300m:<\/p>\n<p>T\u0103ng t\u1ed1c \u0111\u1ed9 ph\u00e1t tri\u1ec3n: T\u1ef1 \u0111\u1ed9ng h\u00f3a CI\/CD gi\u00fap r\u00fat ng\u1eafn th\u1eddi gian t\u1eeb vi\u1ebft m\u00e3 \u0111\u1ebfn tri\u1ec3n khai s\u1ea3n ph\u1ea9m. Nh\u1edd \u0111\u00f3, l\u00e2\u0323p tr\u00ecnh vi\u00ean c\u00f3 th\u1ec3 t\u1eadp trung v\u00e0o vi\u1ec7c ho\u00e0n thi\u1ec7n t\u00ednh n\u0103ng m\u1edbi cho \u1ee9ng d\u1ee5ng.<\/p>\n<p>\u0110\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng: T\u00edch h\u1ee3p v\u00e0 ki\u1ec3m tra m\u00e3 ngu\u1ed3n m\u1edbi li\u00ean t\u1ee5c gi\u00fap d\u1ec5 d\u00e0ng ph\u00e1t hi\u1ec7n v\u00e0 s\u1eeda l\u1ed7i ngay khi c\u00f3 v\u1ea5n \u0111\u1ec1. \u0110i\u1ec1u n\u00e0y \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng \u1ee9ng d\u1ee5ng tr\u01b0\u1edbc khi \u0111\u01b0a v\u00e0o m\u00f4i tr\u01b0\u1eddng s\u1ea3n xu\u1ea5t.<\/p>\n<p>D\u1ec5 d\u00e0ng tri\u1ec3n khai v\u00e0 qu\u1ea3n l\u00fd: GCP cung c\u1ea5p c\u00e1c fully-managed services, doanh nghi\u1ec7p kh\u00f4ng c\u1ea7n \u0111\u1ea7u t\u01b0 v\u00e0 qu\u1ea3n l\u00fd c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng ri\u00eang, \u0111\u1ed3ng th\u1eddi gi\u1ea3m th\u1eddi gian qu\u1ea3n l\u00fd v\u00e0 nguy c\u01a1 sai s\u00f3t do s\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n<p>Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng: GCP cho ph\u00e9p t\u1ef1 \u0111\u1ed9ng m\u1edf r\u1ed9ng quy tr\u00ecnh CI\/CD d\u1ef1a tr\u00ean nhu c\u1ea7u v\u00e0 l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp c\u1ee7a \u1ee9ng d\u1ee5ng. M\u1eb7t kh\u00e1c, Google cam k\u1ebft \u0111\u1ea3m b\u1ea3o \u0111\u1ed9 tin c\u1eady cao v\u1edbi m\u1ee9c ch\u1ecbu t\u1ea3i v\u00e0 l\u1ed7i h\u1ec7 th\u1ed1ng \u1ed5n \u0111\u1ecbnh gi\u00fap h\u1ec7 th\u1ed1ng lu\u00f4n ho\u1ea1t \u0111\u1ed9ng m\u01b0\u1ee3t m\u00e0.<\/p>\n<p>T\u00ednh b\u1ea3o m\u1eadt m\u1ea1nh m\u1ebd: C\u01a1 ch\u1ebf qu\u1ea3n l\u00fd \u0111\u1ecbnh danh IAM v\u00e0 m\u00e3 h\u00f3a d\u1eef li\u1ec7u gi\u00fap ki\u1ec3m so\u00e1t truy c\u1eadp ng\u01b0\u1eddi d\u00f9ng, c\u0169ng nh\u01b0 \u0111\u1ea3m b\u1ea3o th\u00f4ng tin quan tr\u1ecdng c\u1ee7a doanh nghi\u1ec7p lu\u00f4n an to\u00e0n.<\/p>\n<p><strong>6 b\u01b0\u1edbc x\u00e2y d\u1ef1ng quy tr\u00ecnh CI\/CD tr\u00ean GCP\u00a0<\/strong><\/p>\n<p><img decoding=\"async\" data-src=\"https:\/\/static-images.vnncdn.net\/files\/publish\/2023\/9\/25\/gcp-anh-3-786.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/p>\n<p style=\"text-align: center;\"><em>S\u01a1 \u0111\u1ed3 t\u1ed5ng quan ki\u1ebfn tr\u00fac c\u1ee7a m\u1ed9t serverless CI\/CD tr\u00ean GCP<\/em><\/p>\n<p>\u0110\u1ec3 tri\u1ec3n khai quy tr\u00ecnh CI\/CD tr\u00ean GCP c\u00e2\u0300n c\u00f3 6 b\u01b0\u1edbc sau:<\/p>\n<p>B\u01b0\u1edbc 1: Source Control Management (SCM). Doanh nghi\u1ec7p c\u1ea7n l\u01b0u tr\u1eef v\u00e0 tri\u1ec3n khai m\u00e3 ngu\u1ed3n tr\u00ean h\u1ec7 th\u1ed1ng SCM. GCP c\u00f3 Cloud Source Repositories \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o qu\u1ea3n l\u00fd ch\u1eb7t ch\u1ebd c\u00e1c phi\u00ean b\u1ea3n m\u00e3 ngu\u1ed3n v\u00e0 t\u1ea1o\/x\u00f3a c\u00e1c nh\u00e1nh ri\u00eang bi\u1ec7t. \u0110i\u00ea\u0300u n\u00e0y nh\u1eb1m gi\u00fap ph\u00e1t tri\u1ec3n li\u00ean t\u1ee5c c\u00e1c t\u00ednh n\u0103ng m\u1edbi v\u00e0 tr\u00e1nh xung \u0111\u1ed9t khi s\u1eeda l\u1ed7i. \u0110\u1eb7c bi\u1ec7t, d\u1ecbch v\u1ee5 n\u00e0y c\u00f2n h\u1ed7 tr\u1ee3 t\u00ednh n\u0103ng t\u1ef1 \u0111\u1ed9ng ki\u1ec3m tra t\u1ea5t c\u1ea3 c\u00e1c l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt ngay tr\u00ean repository v\u00e0 \u0111\u01b0a ra c\u1ea3nh b\u00e1o khi upload code m\u1edbi. Ngo\u00e0i ra, l\u00e2\u0323p tr\u00ecnh vi\u00ean c\u00f3 th\u1ec3 thay th\u1ebf b\u1eb1ng: GitHub, GitLab\u2026<\/p>\n<p>B\u01b0\u1edbc 2: Building CI\/CD tool. \u0110\u1ec3 x\u00e2y d\u1ef1ng quy tr\u00ecnh t\u1ef1 \u0111\u1ed9ng h\u00f3a CI\/CD nh\u1ea7m ki\u1ec3m th\u1eed v\u00e0 tri\u1ec3n khai \u1ee9ng d\u1ee5ng li\u00ean t\u1ee5c, doanh nghi\u1ec7p c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng Cloud Build. Theo \u0111\u00f3, doanh nghi\u00ea\u0323p c\u1ea7n t\u1ea1o v\u00e0 c\u1ea5u h\u00ecnh t\u1ec7p config file (vd: cloudbuild.yaml); ch\u1eb3ng h\u1ea1n: ki\u1ec3m tra m\u00e3 ngu\u1ed3n\/ docker type, \u0111\u00f3ng g\u00f3i \u1ee9ng d\u1ee5ng, d\u1ef1ng Docker images, l\u01b0u tr\u1eef images tr\u00ean Artifact Registry, g\u1eedi th\u00f4ng b\u00e1o th\u00e0nh c\u00f4ng\/ th\u1ea5t \u2026.<\/p>\n<p>Sau khi t\u1ea1o v\u00e0 l\u01b0u tr\u1eef t\u1ec7p c\u1ea5u h\u00ecnh n\u00e0y v\u00e0o kho m\u00e3 ngu\u1ed3n SCM, Cloud Build s\u1ebd t\u1ef1 \u0111\u1ed9ng k\u00edch ho\u1ea1t vi\u1ec7c x\u00e2y d\u1ef1ng v\u00e0 tri\u1ec3n khai m\u1ed7i khi c\u00f3 thay \u0111\u1ed5i m\u1edbi \u0111\u01b0\u1ee3c g\u1eedi l\u00ean kho m\u00e3 ngu\u1ed3n.<\/p>\n<p>B\u01b0\u1edbc 3: T\u1ef1 \u0111\u1ed9ng h\u00f3a ki\u1ec3m th\u1eed. Th\u1ef1c t\u1ebf, tr\u00ean GCP c\u00f3 Firebase Test Lab ho\u1eb7c Google Cloud Testing API nh\u1ea7m h\u1ed7 tr\u1ee3 c\u00e1c doanh nghi\u1ec7p th\u1ef1c hi\u1ec7n c\u00e1c lo\u1ea1i ki\u1ec3m th\u1eed ph\u1ed5 bi\u1ebfn. V\u00ed d\u1ee5 nh\u01b0: Ki\u1ec3m th\u1eed \u0111\u01a1n v\u1ecb (Unit Testing), ki\u1ec3m th\u1eed t\u00edch h\u1ee3p (Integration Testing), v\u00e0 ki\u1ec3m th\u1eed h\u1ed9p \u0111en (Black Box Testing) nh\u1eb1m \u0111\u1ea3m b\u1ea3o t\u00ednh \u1ed5n \u0111\u1ecbnh v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng c\u1ee7a \u1ee9ng d\u1ee5ng tr\u01b0\u1edbc khi tri\u1ec3n khai.<\/p>\n<p>B\u01b0\u1edbc 4: L\u01b0u tr\u1eef v\u00e0 qu\u1ea3n l\u00fd c\u00e1c phi\u00ean b\u1ea3n artifacts. Doanh nghi\u1ec7p c\u00f3 th\u1ec3 d\u00f9ng Artifact Registry. D\u1ecbch v\u1ee5 n\u00e0y cho ph\u00e9p qu\u1ea3n l\u00fd c\u00e1c thay \u0111\u1ed5i v\u00e0 phi\u00ean b\u1ea3n c\u1ee7a artifacts. \u0110\u1eb7c bi\u1ec7t, Artifact Registry cho ph\u00e9p doanh nghi\u1ec7p d\u1ec5 d\u00e0ng chia s\u1ebb c\u00e1c artifact n\u00e0y gi\u1eefa c\u00e1c nh\u00f3m ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai v\u1edbi nhau tr\u00ean to\u00e0n b\u1ed9 quy tr\u00ecnh ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m m\u00e0 v\u1eabn \u0111\u1ea3m b\u1ea3o t\u00ednh b\u1ea3o m\u1eadt th\u00f4ng qua t\u00edch h\u1ee3p IAM (Identity &amp; Access Management) c\u1ee7a GCP. Ngo\u00e0i ra, d\u1ecbch v\u1ee5 c\u00f2n h\u1ed7 tr\u1ee3 l\u01b0u tr\u1eef c\u00e1c \u0111\u1ecbnh file nh\u01b0: Docker container images, Java (Maven\/Gradle), npm, NuGet, Python\u2026<\/p>\n<p>B\u01b0\u1edbc 5: T\u1ef1 \u0111\u1ed9ng h\u00f3a vi\u1ec7c tri\u1ec3n khai c\u00e1c \u1ee9ng d\u1ee5ng container tr\u00ean Kubernetes. Doanh nghi\u1ec7p c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng d\u1ecbch v\u1ee5 fully-managed l\u00e0 Google Kubernetes Engine (GKE). V\u1edbi d\u1ecbch v\u1ee5 n\u00e0y, doanh nghi\u1ec7p ch\u1ec9 c\u1ea7n upload container c\u1ee7a \u1ee9ng d\u1ee5ng v\u00e0 GKE s\u1ebd t\u1ef1 \u0111\u1ed9ng \u0111\u1ea3m nh\u1eadn vi\u1ec7c v\u1eadn h\u00e0nh t\u1ef1 \u0111\u1ed9ng. Kh\u00f4ng ch\u1ec9 th\u1ebf, GKE c\u00f2n h\u1ed7 tr\u1ee3 t\u00ednh n\u0103ng autoscaling gi\u00fap t\u1ef1 \u0111\u1ed9ng co d\u00e3n t\u00e0i nguy\u00ean nh\u01b0 nodes, pods d\u1ef1a tr\u00ean l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp v\u00e0o \u1ee9ng d\u1ee5ng.<\/p>\n<p>B\u01b0\u1edbc 6: Tri\u1ec3n khai \u1ee9ng d\u1ee5ng. Doanh nghi\u1ec7p c\u00f3 th\u1ec3 d\u00f9ng Cloud Deploy (REST API). \u0110\u00e2y l\u00e0 m\u1ed9t d\u1ecbch v\u1ee5 d\u00f9ng \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a qu\u00e1 tr\u00ecnh tri\u1ec3n khai &#8211; Continuous Delivery (CD) bao g\u1ed3m: Tri\u1ec3n khai theo l\u1ecbch, theo s\u1ef1 ki\u1ec7n (vd: khi c\u00f3 m\u00e3 ngu\u1ed3n m\u1edbi), tri\u1ec3n khai h\u00e0ng lo\u1ea1t nhi\u1ec1u \u1ee9ng d\u1ee5ng m\u1ed9t l\u00fac, tri\u1ec3n khai theo c\u00e1c quy tr\u00ecnh, theo d\u00f5i ti\u1ebfn tr\u00ecnh tri\u1ec3n khai,..<\/p>\n<p><img decoding=\"async\" data-src=\"https:\/\/static-images.vnncdn.net\/files\/publish\/2023\/9\/25\/gcp-anh-4-787.jpeg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/p>\n<p style=\"text-align: center;\"><em>S\u01a1 \u0111\u1ed3 lu\u1ed3ng ho\u1ea1t \u0111\u1ed9ng c\u1ee7a c\u00e1c d\u1ecbch v\u1ee5 CI\/CD tr\u00ean GCP<\/em><\/p>\n<table class=\"table-d-table\" border=\"1\">\n<tbody>\n<tr>\n<td>V\u1edbi t\u01b0 c\u00e1ch l\u00e0 \u0111\u1ed1i t\u00e1c cao c\u1ea5p c\u1ee7a Google t\u1ea1i Vi\u1ec7t Nam, CMC Telecom c\u00f3 nhi\u1ec1u n\u0103m kinh nghi\u00ea\u0323m tri\u1ec3n khai c\u00e1c d\u1ecbch v\u1ee5 &#8211; gi\u1ea3i ph\u00e1p tr\u00ean GCP. 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