{"id":34734,"date":"2019-10-31T22:00:06","date_gmt":"2019-10-31T19:00:06","guid":{"rendered":"https:\/\/prohoster.info\/blog\/sravnenie-i-vybor-sistem-migratsii-dannyh\/"},"modified":"2019-10-31T22:00:06","modified_gmt":"2019-10-31T19:00:06","slug":"sravnenie-i-vybor-sistem-migratsii-dannyh","status":"publish","type":"post","link":"https:\/\/prohoster.info\/hu\/blog\/administrirovanie\/sravnenie-i-vybor-sistem-migratsii-dannyh","title":{"rendered":"Adatmigr\u00e1ci\u00f3s rendszerek \u00f6sszehasonl\u00edt\u00e1sa \u00e9s kiv\u00e1laszt\u00e1sa","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<h2>Adatmigr\u00e1ci\u00f3s rendszerek \u00f6sszehasonl\u00edt\u00e1sa \u00e9s kiv\u00e1laszt\u00e1sa<\/h2>\n<p>\n<img decoding=\"async\" alt=\"Adatmigr\u00e1ci\u00f3s rendszerek \u00f6sszehasonl\u00edt\u00e1sa \u00e9s kiv\u00e1laszt\u00e1sa\" src=\"\/wp-content\/uploads\/2019\/05\/a25cc01b8d86b233a6d21caddb169fec.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nA model in the development process tends to change, and at some point, it no longer matches the database. Of course, the database can be deleted, and then the ORM will create a new version that corresponds to the model, but this procedure will result in the loss of existing data. Thus, the function of the migration system is to synchronize the schema with the data model in the application without losing existing data.<\/p>\n<p>In this article, we would like to explore various tools for managing database migrations. We hope that this overview will be useful for developers faced with such choices.<br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h3>Feladat<\/h3>\n<p>\nOur company is currently actively developing the next generation of the product \u2013 Docs Security Suite (DSS). The server side is being written in .Net Core, and we are accordingly using Entity Framework Core as the database management system. When designing the application, we use a Code First approach.<\/p>\n<p>The domain model of the application is created by several developers simultaneously \u2013 each responsible for their logical part of the system. <\/p>\n<p>In the previous generation of DSS, classic Entity Framework Migrations (EF 6) was used as the migration management system. However, it has accumulated some complaints, the main one being that EF lacks a reasonable approach to resolving version conflicts. This fact still troubles us during bug fixing in support, which is why a decision was made to consider alternative options.<\/p>\n<p>As a result of the discussion, the following requirements were formed for the migration management system:<\/p>\n<ol>\n<li>Support for various DBMS. MS SQL Server, PostgreSQL, Oracle are mandatory, but potentially other databases can also be used.<\/li>\n<li>Work with ORM. Initially, EF Core was assumed for use, but during the design phase, we were open to considering other ORMs.<\/li>\n<li>Autogeneration of migrations. Given the development of Code First, we would like to avoid the need to \"write migrations by hand\".<\/li>\n<li>Version conflicts. In a distributed development environment, when merging, EF Core can fail due to conflicts. This becomes a significant problem since different parts of the application are created by different developers, requiring a lot of time spent on each merge.<\/li>\n<li>Fejlett dokument\u00e1ci\u00f3 \u00e9s t\u00e1mogat\u00e1s. Itt, \u00fagy v\u00e9lj\u00fck, a magyar\u00e1zatok nem sz\u00fcks\u00e9gesek.<\/li>\n<li>Ingyeness\u00e9g. A krit\u00e9rium felt\u00e9teles, mivel a nem t\u00fal dr\u00e1ga rendszerek vagy dr\u00e1ga, de k\u00e9nyelmes megold\u00e1sok is sz\u00f3ba j\u00f6hetnek.<\/li>\n<\/ol>\n<p>\nEgy kisebb kutat\u00e1s eredm\u00e9nyek\u00e9nt a k\u00f6vetkez\u0151 lehet\u0151s\u00e9geket tal\u00e1lt\u00e1k \u00e9s ismerik el k\u00edv\u00e1natosnak a megfontol\u00e1sra:<\/p>\n<ol>\n<li>EF Core Migrations<\/li>\n<li>DBup<\/li>\n<li>RoundhousE<\/li>\n<li>ThinkingHome.Migrator<\/li>\n<li>Fluent Migrator <\/li>\n<\/ol>\n<p><\/p>\n<h3>Most pedig egy kicsit r\u00e9szletesebben<\/h3>\n<p>\n<img decoding=\"async\" alt=\"Adatmigr\u00e1ci\u00f3s rendszerek \u00f6sszehasonl\u00edt\u00e1sa \u00e9s kiv\u00e1laszt\u00e1sa\" src=\"\/wp-content\/uploads\/2019\/05\/4cb242f230b19073626e36a472dcea50.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<b><noindex><a rel=\"nofollow\" href=\"https:\/\/docs.microsoft.com\/ru-ru\/ef\/core\/managing-schemas\/migrations\/\">EntityFramework Core Migrations<\/a><\/noindex><\/b><\/p>\n<p>Term\u00e9szetesen ez volt az els\u0151 \u00e9s f\u0151 v\u00e1laszt\u00e1s. Nat\u00edv eszk\u00f6z, ami dobozb\u00f3l kih\u00fazva m\u0171k\u00f6dik, mindenf\u00e9le tr\u00fckk\u00f6z\u00e9s n\u00e9lk\u00fcl. Nagy mennyis\u00e9g\u0171 dokument\u00e1ci\u00f3, hivatalos \u00e9s nem hivatalos, egyszer\u0171s\u00e9g stb. Azonban a klasszikus EF-hez feltett panaszok teljesen relev\u00e1nsak az EF Core eset\u00e9ben is. <\/p>\n<p>\u00cdgy az EF Core-hoz a k\u00f6vetkez\u0151 el\u0151ny\u00f6k tartoznak:<\/p>\n<ul>\n<li>Microsoft t\u00e1mogat\u00e1s, dokument\u00e1ci\u00f3, t\u00f6bbek k\u00f6z\u00f6tt oroszul, hatalmas k\u00f6z\u00f6ss\u00e9g.<\/li>\n<li>Migr\u00e1ci\u00f3k automatikus gener\u00e1l\u00e1sa CodeFirst alapj\u00e1n.<\/li>\n<li>\u00d6sszehasonl\u00edtva az EF 6-tal, az EF Core most m\u00e1r nem t\u00e1rolja az adatb\u00e1zis pillanatk\u00e9pet. Az EF Core haszn\u00e1latakor a Code First-n\u00e9l nem sz\u00fcks\u00e9ges az adatb\u00e1zis telep\u00edt\u00e9se.<\/li>\n<li>Mivel a Code First-t\u0151l indulunk \u2013 van lehet\u0151s\u00e9g egy migr\u00e1ci\u00f3t vezetni az \u00f6sszes sz\u00fcks\u00e9ges adatb\u00e1zis-hozz\u00e1f\u00e9r\u00e9si szolg\u00e1ltat\u00f3ra.<\/li>\n<li>A szolg\u00e1ltat\u00f3k tekintet\u00e9ben \u2013 t\u00e1mogatja a PostgreSQL-t, Oracle-t stb., \u00e9s m\u00e9g a MS SQL Server-t is.<\/li>\n<\/ul>\n<p>\n \u00c9s a h\u00e1tr\u00e1nyok:<\/p>\n<ul>\n<li>A konfliktusok megold\u00e1sa ugyanazon a szinten maradt. Meg kell \u00e1llap\u00edtani a migr\u00e1ci\u00f3k sorrendj\u00e9t \u00e9s friss\u00edteni az adatb\u00e1zis pillanatk\u00e9pet.<\/li>\n<li>F\u00fcgg\u0151s\u00e9g a modellekt\u0151l, amelyek alapj\u00e1n a migr\u00e1ci\u00f3k gener\u00e1l\u00f3dtak.<\/li>\n<\/ul>\n<p>\n<b>DbUp<\/b><\/p>\n<p><img decoding=\"async\" alt=\"Adatmigr\u00e1ci\u00f3s rendszerek \u00f6sszehasonl\u00edt\u00e1sa \u00e9s kiv\u00e1laszt\u00e1sa\" src=\"\/wp-content\/uploads\/2019\/05\/02a47718c7b4c618c204c2273b4de50c.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<noindex><a rel=\"nofollow\" href=\"https:\/\/dbup.github.io\/\">dbup.github.io<\/a><\/noindex><\/p>\n<p>A DbUp egy .NET k\u00f6nyvt\u00e1r, amelyet a NuGet-en kereszt\u00fcl telep\u00edtenek, \u00e9s seg\u00edt a v\u00e1ltoz\u00e1sok alkalmaz\u00e1s\u00e1ban a SQL Server-en. Nyomon k\u00f6veti, hogy mely v\u00e1ltoztat\u00e1sokr\u00f3l van m\u00e1r sz\u00f3, \u00e9s v\u00e9grehajtja azokat, amelyek sz\u00fcks\u00e9gesek az adatb\u00e1zis friss\u00edt\u00e9s\u00e9hez. A k\u00f6nyvt\u00e1r egy ASP.NET ny\u00edlt forr\u00e1sk\u00f3d\u00fa blogmotor projektb\u0151l n\u0151tte ki mag\u00e1t, \u00e9s MIT licenc alatt \u00e1ll, a k\u00f3dja GitHub-on tal\u00e1lhat\u00f3. A migr\u00e1ci\u00f3kat T-SQL seg\u00edts\u00e9g\u00e9vel \u00edrj\u00e1k le.<\/p>\n<p>Mik az el\u0151nyei:<\/p>\n<ul>\n<li>Sz\u00e1mos DBMS t\u00e1mogat\u00e1sa (MS SQL Server, PostgreSQL, MySQL).<\/li>\n<li>Mivel a szkriptek T-SQL-ben \u00edr\u00f3dnak, meglehet\u0151sen egyszer\u0171ek.<\/li>\n<li>A konfliktusokat SQL seg\u00edts\u00e9g\u00e9vel is megoldj\u00e1k.<\/li>\n<\/ul>\n<p>\nA h\u00e1tr\u00e1nyai:<\/p>\n<ul>\n<li>Annak ellen\u00e9re, hogy sz\u00e1mos DBMS t\u00e1mogatott, az Oracle nem tartozik k\u00f6z\u00e9j\u00fck.<\/li>\n<li>Nem m\u0171k\u00f6dik egy\u00fctt az ORM-mel.<\/li>\n<li>A T-SQL szkriptek \u201ek\u00e9zi\u201d \u00edr\u00e1sa \u2013 nem az, amit el szeretn\u00e9nk \u00e9rni. <\/li>\n<li>A dokument\u00e1ci\u00f3 \u00e9s a k\u00f6z\u00f6ss\u00e9g nem \u00e9ppen a legjobb, de SQL-scriptek \u00edr\u00e1sa k\u00f6zben tal\u00e1n nincs is sz\u00fcks\u00e9g\u00fck ezekre.<\/li>\n<\/ul>\n<p>\n<b>RoundhousE<\/b><\/p>\n<p><img decoding=\"async\" alt=\"Adatmigr\u00e1ci\u00f3s rendszerek \u00f6sszehasonl\u00edt\u00e1sa \u00e9s kiv\u00e1laszt\u00e1sa\" src=\"\/wp-content\/uploads\/2019\/05\/ca418187d64e75830b2643dea794c6d0.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/chucknorris\/roundhouse\">github.com\/chucknorris\/roundhouse<\/a><\/noindex><\/p>\n<p>Ez a migr\u00e1ci\u00f3s kezel\u00e9s eszk\u00f6z, az Apache 2.0 licenc alatt terjesztve, \u00e9s hasonl\u00f3an az el\u0151z\u0151h\u00f6z, T-SQL migr\u00e1ci\u00f3s motoron m\u0171k\u00f6dik. \u00dagy t\u0171nik, hogy a fejleszt\u0151k a technikai probl\u00e9m\u00e1k megold\u00e1s\u00e1ra \u00f6sszpontos\u00edtottak az adatb\u00e1zis-kezel\u0151k t\u00e1mogat\u00e1s\u00e1nak ter\u00e9n, nem pedig a fejleszt\u00e9si folyamat k\u00e9nyelm\u00e9re.<\/p>\n<p>El\u0151ny\u00f6k:<\/p>\n<ul>\n<li>T\u00e1mogatja a sz\u00fcks\u00e9ges adatb\u00e1zis-kezel\u0151ket (bele\u00e9rtve az Oraclet is)<\/li>\n<\/ul>\n<p>\nH\u00e1tr\u00e1nyok:<\/p>\n<ul>\n<li>Az Oracle (\u00e9s az sz\u00e1munkra nem relev\u00e1ns Access) nem t\u00e1mogatott a .NET Core-on, csak a .NET Full Framework\u00f6n.<\/li>\n<li>Nem m\u0171k\u00f6dik ORM-mel<\/li>\n<li>A dokument\u00e1ci\u00f3 m\u00e9g kevesebb, mint az el\u0151z\u0151 eszk\u00f6zn\u00e9l<\/li>\n<li>Ism\u00e9t \u2013 a migr\u00e1ci\u00f3k scriptek \u00edr\u00e1s\u00e1val k\u00e9sz\u00fclnek<\/li>\n<\/ul>\n<p>\n<b>ThinkingHome.Migrator<\/b><\/p>\n<p><img decoding=\"async\" alt=\"Adatmigr\u00e1ci\u00f3s rendszerek \u00f6sszehasonl\u00edt\u00e1sa \u00e9s kiv\u00e1laszt\u00e1sa\" src=\"\/wp-content\/uploads\/2019\/05\/c530e23f8c9c27ed1d53f3dce710eb70.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nEz egy verzi\u00f3kezel\u0151 migr\u00e1ci\u00f3s eszk\u00f6z az adatb\u00e1zis s\u00e9ma sz\u00e1m\u00e1ra a .NET Core platformhoz, az MIT licenc alatt terjesztve. <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/414867\/\">A fejleszt\u0151 k\u00f6zel egy \u00e9ve \u00edrt az utols\u00f3 verzi\u00f3j\u00e1r\u00f3l<\/a><\/noindex>. <\/p>\n<p>El\u0151ny\u00f6k:<\/p>\n<ul>\n<li>A .NET Core-ra van optimaliz\u00e1lva<\/li>\n<li>Megval\u00f3sult az \u00e1gazatos migr\u00e1ci\u00f3s folyamat<\/li>\n<li>A migr\u00e1ci\u00f3k napl\u00f3z\u00e1sa megval\u00f3sult<\/li>\n<\/ul>\n<p>\nH\u00e1tr\u00e1nyok:<\/p>\n<ul>\n<li>Az utols\u00f3 friss\u00edt\u00e9s egy \u00e9ve volt. \u00dagy t\u0171nik, a projekt nem t\u00e1mogatott<\/li>\n<li>Oracle nem t\u00e1mogatott (a cikkben eml\u00edtve van, hogy ez a .NET Core stabil megval\u00f3s\u00edt\u00e1s\u00e1nak hi\u00e1nya miatt van \u2013 de ez egy \u00e9ve volt)<\/li>\n<li>Nincs migr\u00e1ci\u00f3k automatikus gener\u00e1l\u00e1sa<\/li>\n<\/ul>\n<p>\n\u00d6sszess\u00e9g\u00e9ben a projekt \u00edg\u00e9retesen n\u00e9z ki, k\u00fcl\u00f6n\u00f6sen ha fejl\u0151dne, de itt \u00e9s most kellett d\u00f6nt\u00e9st hoznunk.<\/p>\n<p><b>Fluent Migrator<\/b><\/p>\n<p><img decoding=\"async\" alt=\"Adatmigr\u00e1ci\u00f3s rendszerek \u00f6sszehasonl\u00edt\u00e1sa \u00e9s kiv\u00e1laszt\u00e1sa\" src=\"\/wp-content\/uploads\/2019\/05\/def2f7b9ecd8084975add75ded1a7a71.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/fluentmigrator\/fluentmigrator\">github.com\/fluentmigrator\/fluentmigrator<\/a><\/noindex><\/p>\n<p>A legn\u00e9pszer\u0171bb migr\u00e1ci\u00f3s eszk\u00f6z, nagy rajong\u00f3t\u00e1borral. Az Apache 2.0 licenc alatt terjesztve. A le\u00edr\u00e1s szerint ez egy migr\u00e1ci\u00f3s platform a .NET sz\u00e1m\u00e1ra, hasonl\u00f3 a Ruby on Rails migr\u00e1ci\u00f3khoz. Az adatb\u00e1zis s\u00e9ma v\u00e1ltoz\u00e1sait C# oszt\u00e1lyokban \u00edrj\u00e1k le.<\/p>\n<p>Itt vannak az el\u0151ny\u00f6k:<\/p>\n<ul>\n<li>A sz\u00fcks\u00e9ges adatb\u00e1zis-kezel\u0151k t\u00e1mogat\u00e1sa<\/li>\n<li>A .NET Core t\u00e1mogat\u00e1sa<\/li>\n<li>Nagy, fejl\u0151d\u0151 k\u00f6z\u00f6ss\u00e9g<\/li>\n<li>A migr\u00e1ci\u00f3s konfliktusokat sorban oldj\u00e1k meg \u2013 a migr\u00e1ci\u00f3knak meg van adva a v\u00e9grehajt\u00e1si sorrendj\u00fck. Ezenk\u00edv\u00fcl, ha konfliktus l\u00e9p fel egy entit\u00e1s k\u00f6r\u00fcl, a k\u00f3d egyes\u00edt\u00e9sekor a megold\u00e1st ugyan\u00fagy tal\u00e1lj\u00e1k meg, mint a t\u00f6bbi k\u00f3dban.<\/li>\n<li>Vannak profilok, amelyek a migr\u00e1ci\u00f3 sikeres v\u00e9grehajt\u00e1sa ut\u00e1n futnak, \u00e9s szolg\u00e1ltat\u00e1si funkci\u00f3kat k\u00edn\u00e1lhatnak. Az utols\u00f3 friss\u00edt\u00e9s egy h\u00f3napja volt, teh\u00e1t a projekt akt\u00edv.<\/li>\n<\/ul>\n<p>\nAmi a h\u00e1tr\u00e1nyokat illeti, itt van:<\/p>\n<ul>\n<li>Nincs migr\u00e1ci\u00f3k automatikus gener\u00e1l\u00e1sa<\/li>\n<li>Nincs kapcsolat az EF modellekkel<\/li>\n<li>Nincsenek adatb\u00e1zis pillanatk\u00e9pek<\/li>\n<\/ul>\n<p><\/p>\n<h3>Mi volt a v\u00e1laszt\u00e1sunk?<\/h3>\n<p>\n<img decoding=\"async\" alt=\"Adatmigr\u00e1ci\u00f3s rendszerek \u00f6sszehasonl\u00edt\u00e1sa \u00e9s kiv\u00e1laszt\u00e1sa\" src=\"\/wp-content\/uploads\/2019\/05\/db6953bf80bbbf9f560e39b32c32752c.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nA leghevesebb vit\u00e1k a migr\u00e1ci\u00f3k automatikus el\u0151\u00e1ll\u00edt\u00e1sa \u00e9s a konfliktusok \u00e9sszer\u0171 megold\u00e1sa k\u00f6r\u00fcl zajlottak. M\u00e1s t\u00e9nyez\u0151k sokkal kev\u00e9sb\u00e9 aggasztott\u00e1k a csapatot. V\u00e9g\u00fcl a csapat d\u00f6nt\u00e9se az \u00faj projektben a Fluent Migrator haszn\u00e1lata lett. Mivel a konfliktusok megold\u00e1sa a j\u00f6v\u0151ben sokkal t\u00f6bb el\u0151nyt fog hozni.<\/p>\n<h4>K\u00f6vetkeztet\u00e9sek<\/h4>\n<p>\nTerm\u00e9szetesen nincsenek t\u00f6k\u00e9letes eszk\u00f6z\u00f6k. \u00cdgy nek\u00fcnk is priorit\u00e1sokat kellett fel\u00e1ll\u00edtanunk az elv\u00e1r\u00e1saink k\u00f6z\u00f6tt. Azonban m\u00e1s csapatok \u00e9s m\u00e1s feladatok eset\u00e9n m\u00e1s t\u00e9nyez\u0151k lehetnek d\u00f6nt\u0151ek. Rem\u00e9lj\u00fck, hogy ez a cikk seg\u00edt a v\u00e1laszt\u00e1sban.<br \/>\n<br \/>Forr\u00e1s: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/crosstech\/blog\/453930\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0421\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u0438 \u0432\u044b\u0431\u043e\u0440 \u0441\u0438\u0441\u0442\u0435\u043c \u043c\u0438\u0433\u0440\u0430\u0446\u0438\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u041c\u043e\u0434\u0435\u043b\u044c \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0435 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0438\u043c\u0435\u0435\u0442 \u0441\u0432\u043e\u0439\u0441\u0442\u0432\u043e \u0438\u0437\u043c\u0435\u043d\u044f\u0442\u044c\u0441\u044f, \u0438 \u0432 \u043a\u0430\u043a\u043e\u0439-\u0442\u043e \u043c\u043e\u043c\u0435\u043d\u0442 \u043e\u043d\u0430 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\u0434\u0430\u043d\u043d\u044b\u0445. \u0422\u0430\u043a\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c, \u0444\u0443\u043d\u043a\u0446\u0438\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u043c\u0438\u0433\u0440\u0430\u0446\u0438\u0438 \u0441\u0432\u043e\u0434\u0438\u0442\u0441\u044f \u043a \u0442\u043e\u043c\u0443, \u0447\u0442\u043e\u0431\u044b [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":26172,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[688],"tags":[],"class_list":["post-34734","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-administrirovanie"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.3 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0421\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u0438 \u0432\u044b\u0431\u043e\u0440 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