{"id":471075,"date":"2025-08-18T09:00:29","date_gmt":"2025-08-18T09:00:29","guid":{"rendered":"http:\/\/savepearlharbor.com\/?p=471075"},"modified":"-0001-11-30T00:00:00","modified_gmt":"-0001-11-29T21:00:00","slug":"","status":"publish","type":"post","link":"https:\/\/savepearlharbor.com\/?p=471075","title":{"rendered":"<span>GPT-4o: \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u0439 \u0432\u0437\u0433\u043b\u044f\u0434<\/span>"},"content":{"rendered":"<div><!--[--><!--]--><\/div>\n<div id=\"post-content-body\">\n<div>\n<div class=\"article-formatted-body article-formatted-body article-formatted-body_version-2\">\n<div xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\n<details class=\"spoiler\">\n<summary>\u041e\u0433\u043b\u0430\u0432\u043b\u0435\u043d\u0438\u0435<\/summary>\n<div class=\"spoiler__content\">\n<ul>\n<li>\n<p><a href=\"#%D0%A6%D0%B5%D0%BB%D1%8C%20%D0%B8%D1%81%D1%81%D0%BB%D0%B5%D0%B4%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F\" rel=\"noopener noreferrer nofollow\">\u0426\u0435\u043b\u044c \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"#%D0%92%D1%81%D0%BF%D0%BE%D0%BC%D0%B8%D0%BD%D0%B0%D0%B5%D0%BC%20%D0%BD%D0%B0%D1%87%D0%B0%D0%BB%D1%8C%D0%BD%D1%8B%D0%B5%20%D1%83%D1%81%D0%BB%D0%BE%D0%B2%D0%B8%D1%8F\" rel=\"noopener noreferrer nofollow\">\u0412\u0441\u043f\u043e\u043c\u0438\u043d\u0430\u0435\u043c \u043d\u0430\u0447\u0430\u043b\u044c\u043d\u044b\u0435 \u0443\u0441\u043b\u043e\u0432\u0438\u044f<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"#%D0%9D%D0%B8%20%D0%BE%D0%B4%D0%BD%D0%BE%D0%B3%D0%BE%20%D0%B2%D0%BE%D0%BF%D1%80%D0%BE%D1%81%D0%B0%20%E2%80%94%20%D0%BE%D0%B4%D0%BD%D0%B8%20%D0%BE%D1%82%D0%B2%D0%B5%D1%82%D1%8B\" rel=\"noopener noreferrer nofollow\">\u041d\u0438 \u043e\u0434\u043d\u043e\u0433\u043e \u0432\u043e\u043f\u0440\u043e\u0441\u0430 \u2014 \u043e\u0434\u043d\u0438 \u043e\u0442\u0432\u0435\u0442\u044b<\/a><\/p>\n<ul>\n<li>\n<p><a href=\"#%D0%9A%D0%BE%D0%BD%D1%84%D0%B8%D0%B3%D1%83%D1%80%D0%B0%D1%86%D0%B8%D1%8F%20%D0%BF%D0%BE%D0%B4%D0%BA%D0%BB%D1%8E%D1%87%D0%B5%D0%BD%D0%B8%D1%8F%20%D0%BA%20PostgreSQL\" rel=\"noopener noreferrer nofollow\">\u041a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044f \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u044f \u043a PostgreSQL<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"#%D0%A1%D0%BE%D0%B7%D0%B4%D0%B0%D0%BD%D0%B8%D0%B5%20init.sql\" rel=\"noopener noreferrer nofollow\">\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 init.sql<\/a><\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><a href=\"#%D0%A1%D0%BE%D0%B7%D0%B4%D0%B0%D1%91%D0%BC%20%D1%81%D1%83%D1%89%D0%BD%D0%BE%D1%81%D1%82%D0%B8\" rel=\"noopener noreferrer nofollow\">\u0421\u043e\u0437\u0434\u0430\u0451\u043c \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0438<\/a><\/p>\n<ul>\n<li>\n<p><a href=\"#Id%20%D0%B8%20%D0%B5%D0%B3%D0%BE%20%D0%B3%D0%B5%D0%BD%D0%B5%D1%80%D0%B0%D1%86%D0%B8%D1%8F\" rel=\"noopener noreferrer nofollow\">Id \u0438 \u0435\u0433\u043e \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"#Lombok:%20%D0%BA%D0%B0%D0%BA%20%D0%BC%D0%BD%D0%BE%D0%B3%D0%BE%20%D0%B2%20%D1%8D%D1%82%D0%BE%D0%BC%20%D1%81%D0%BB%D0%BE%D0%B2%D0%B5%20%D0%B1%D0%B0%D0%B3%D0%BE%D0%B2\" rel=\"noopener noreferrer nofollow\">Lombok: \u043a\u0430\u043a \u043c\u043d\u043e\u0433\u043e \u0432 \u044d\u0442\u043e\u043c \u0441\u043b\u043e\u0432\u0435 \u0431\u0430\u0433\u043e\u0432<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"#%D0%A1%D0%B2%D1%8F%D0%B7%D0%B8%20%D0%BC%D0%B5%D0%B6%D0%B4%D1%83%20%D1%81%D1%83%D1%89%D0%BD%D0%BE%D1%81%D1%82%D1%8F%D0%BC%D0%B8\" rel=\"noopener noreferrer nofollow\">\u0421\u0432\u044f\u0437\u0438 \u043c\u0435\u0436\u0434\u0443 \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u044f\u043c\u0438<\/a><\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><a href=\"#%D0%9F%D0%B8%D1%88%D0%B5%D0%BC%20CREATE-%D0%BB%D0%BE%D0%B3%D0%B8%D0%BA%D1%83\" rel=\"noopener noreferrer nofollow\">\u041f\u0438\u0448\u0435\u043c CREATE-\u043b\u043e\u0433\u0438\u043a\u0443<\/a><\/p>\n<ul>\n<li>\n<p><a href=\"#OperationService:%20%D1%81%D1%83%D1%89%D0%BD%D0%BE%D1%81%D1%82%D0%B8%20%D0%B2%20API\" rel=\"noopener noreferrer nofollow\">OperationService: \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0438 \u0432 API<\/a><\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><a href=\"#UPDATE%20-%20%D0%BB%D0%BE%D0%B3%D0%B8%D0%BA%D0%B0\" rel=\"noopener noreferrer nofollow\">UPDATE &#8212; \u043b\u043e\u0433\u0438\u043a\u0430<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"#%D0%A0%D0%B5%D0%B0%D0%BB%D0%B8%D0%B7%D1%83%D0%B5%D0%BC%20READ-%D0%BB%D0%BE%D0%B3%D0%B8%D0%BA%D1%83%20%D0%B4%D0%BB%D1%8F%20%D0%BE%D0%BF%D0%B5%D1%80%D0%B0%D1%86%D0%B8%D0%B9\" rel=\"noopener noreferrer nofollow\">\u0420\u0435\u0430\u043b\u0438\u0437\u0443\u0435\u043c READ-\u043b\u043e\u0433\u0438\u043a\u0443 \u0434\u043b\u044f \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"#DELETE-%D0%BB%D0%BE%D0%B3%D0%B8%D0%BA%D0%B0\" rel=\"noopener noreferrer nofollow\">DELETE-\u043b\u043e\u0433\u0438\u043a\u0430<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"#%D0%94%D0%BE%D0%B1%D0%B0%D0%B2%D0%BB%D1%8F%D0%B5%D0%BC%20%D0%B2%D0%B0%D0%BB%D0%B8%D0%B4%D0%B0%D1%86%D0%B8%D1%8E\" rel=\"noopener noreferrer nofollow\">\u0414\u043e\u0431\u0430\u0432\u043b\u044f\u0435\u043c \u0432\u0430\u043b\u0438\u0434\u0430\u0446\u0438\u044e<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"#Unit-%D1%82%D0%B5%D1%81%D1%82%D1%8B\" rel=\"noopener noreferrer nofollow\">Unit-\u0442\u0435\u0441\u0442\u044b<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"#%D0%98%D1%82%D0%BE%D0%B3%D0%B8\" rel=\"noopener noreferrer nofollow\">\u0418\u0442\u043e\u0433\u0438<\/a><\/p>\n<\/li>\n<\/ul>\n<\/div>\n<\/details>\n<p>\u042d\u0442\u043e \u0432\u0442\u043e\u0440\u0430\u044f \u0447\u0430\u0441\u0442\u044c \u0446\u0438\u043a\u043b\u0430 \u00ab\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0435\u0439 \u0418\u0418 \u043f\u0438\u0441\u0430\u0442\u044c \u043a\u043e\u0434\u00bb. \u0418 \u043e\u043d\u0430 \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u0430\u044f: GPT-4o, \u043e\u00a0\u043a\u043e\u0442\u043e\u0440\u043e\u043c \u043f\u043e\u0439\u0434\u0451\u0442 \u0440\u0435\u0447\u044c, \u0443\u0436\u0435 \u0443\u0441\u043f\u0435\u043b\u0438 \u0441\u043d\u044f\u0442\u044c \u0441\u00a0\u043f\u043e\u043b\u043e\u043a, \u0430\u00a0\u0437\u0430\u0442\u0435\u043c \u0432\u0435\u0440\u043d\u0443\u0442\u044c \u043f\u043e\u0434\u00a0\u0434\u0430\u0432\u043b\u0435\u043d\u0438\u0435\u043c \u0436\u0430\u043b\u043e\u0431 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439, \u043d\u043e\u00a0\u044d\u0442\u043e\u00a0\u043b\u0438\u0448\u044c \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u0430\u044f \u043f\u0435\u0440\u0435\u0434\u044b\u0448\u043a\u0430. \u041c\u043e\u0434\u0435\u043b\u044c \u043e\u0444\u0438\u0446\u0438\u0430\u043b\u044c\u043d\u043e \u0437\u0430\u043c\u0435\u043d\u0435\u043d\u0430 GPT-5\u00a0\u0438 \u0432\u00a0\u043b\u044e\u0431\u043e\u0439 \u043c\u043e\u043c\u0435\u043d\u0442 \u043e\u043d\u0430 \u0441\u043d\u043e\u0432\u0430 \u043c\u043e\u0436\u0435\u0442 \u0438\u0441\u0447\u0435\u0437\u043d\u0443\u0442\u044c. \u041f\u043e\u044d\u0442\u043e\u043c\u0443 \u0442\u043e, \u0447\u0442\u043e\u00a0\u0432\u044b \u0447\u0438\u0442\u0430\u0435\u0442\u0435, \u044d\u0442\u043e \u0441\u043a\u043e\u0440\u0435\u0435 \u0438\u0441\u0442\u043e\u0440\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0441\u043d\u0438\u043c\u043e\u043a \u0440\u0430\u0431\u043e\u0442\u044b \u0441\u00a0\u0443\u0441\u0442\u0430\u0440\u0435\u0432\u0448\u0435\u0439 \u043c\u043e\u0434\u0435\u043b\u044c\u044e.<\/p>\n<p>\u0418\u0418 \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u0435\u0442\u0441\u044f\u00a0\u0431\u044b\u0441\u0442\u0440\u0435\u0435, \u0447\u0435\u043c \u044f \u0443\u0441\u043f\u0435\u0432\u0430\u044e \u043f\u0438\u0441\u0430\u0442\u044c \u0441\u0442\u0430\u0442\u044c\u0438, \u043d\u043e\u00a0\u044d\u0442\u043e \u043d\u0435\u00a0\u043f\u043e\u0432\u043e\u0434 \u0432\u044b\u043a\u0438\u0434\u044b\u0432\u0430\u0442\u044c \u043f\u0440\u043e\u0434\u0435\u043b\u0430\u043d\u043d\u0443\u044e \u0440\u0430\u0431\u043e\u0442\u0443. \u0422\u0435\u043c \u0431\u043e\u043b\u0435\u0435, \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u0441\u00a0\u043f\u0440\u044f\u043c\u044b\u043c \u043a\u043e\u043d\u043a\u0443\u0440\u0435\u043d\u0442\u043e\u043c Claude \u0438 \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u0435 \u0437\u0430\u00a0\u044d\u0432\u043e\u043b\u044e\u0446\u0438\u0435\u0439 \u043c\u043e\u0434\u0435\u043b\u0435\u0439\u00a0\u2014 \u043e\u0442\u043b\u0438\u0447\u043d\u044b\u0439 \u0441\u043f\u043e\u0441\u043e\u0431 \u043f\u043e\u043d\u044f\u0442\u044c, \u043a\u0443\u0434\u0430 \u0434\u0432\u0438\u0436\u0443\u0442\u0441\u044f LLM.<\/p>\n<p><strong>\u0426\u0435\u043b\u0438 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f:<\/strong><\/p>\n<p><a class=\"anchor\" name=\"%D0%A6%D0%B5%D0%BB%D1%8C%20%D0%B8%D1%81%D1%81%D0%BB%D0%B5%D0%B4%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F\" id=\"\u0426\u0435\u043b\u044c \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f\"><\/a><\/p>\n<ol>\n<li>\n<p>\u041f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c, \u043d\u0430\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0436\u0438\u0437\u043d\u0435\u0441\u043f\u043e\u0441\u043e\u0431\u043d\u044b\u0439 \u043a\u043e\u0434 \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0435\u0442 \u0418\u0418.<\/p>\n<\/li>\n<li>\n<p>\u041f\u043e\u043d\u044f\u0442\u044c, \u0441\u043f\u043e\u0441\u043e\u0431\u0435\u043d \u043b\u0438 \u043e\u043d \u0437\u0430\u043c\u0435\u043d\u0438\u0442\u044c \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0430 \u0438 \u043c\u043e\u0436\u043d\u043e \u043b\u0438 \u0431\u0435\u0437 \u0442\u0435\u0445\u0437\u043d\u0430\u043d\u0438\u0439 \u0441\u043e\u0431\u0440\u0430\u0442\u044c \u0440\u0430\u0431\u043e\u0447\u0435\u0435 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435.<\/p>\n<\/li>\n<li>\n<p>\u0421\u0440\u0430\u0432\u043d\u0438\u0442\u044c \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u0438 \u0443\u0434\u043e\u0431\u0441\u0442\u0432\u043e \u0440\u0430\u0431\u043e\u0442\u044b \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 LLM (Claude, ChatGPT, Deepseek).<\/p>\n<\/li>\n<li>\n<p>\u041f\u043e\u0434\u0435\u043b\u0438\u0442\u044c\u0441\u044f \u043e\u043f\u044b\u0442\u043e\u043c \u043f\u0440\u043e\u043c\u043f\u0442\u0438\u043d\u0433\u0430 \u0434\u043b\u044f \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u044f \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0439 \u0432\u044b\u0434\u0430\u0447\u0438.<\/p>\n<\/li>\n<\/ol>\n<p><a href=\"https:\/\/habr.com\/ru\/articles\/886960\/\" rel=\"noopener noreferrer nofollow\">\u0412\u00a0\u043f\u0435\u0440\u0432\u043e\u0439 \u0447\u0430\u0441\u0442\u0438<\/a> \u043c\u044b \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043b\u0438 Claude Sonnet 3.5. \u0422\u0435\u043f\u0435\u0440\u044c \u043f\u0440\u0438\u0448\u0451\u043b \u0447\u0435\u0440\u0451\u0434 GPT-4o\u00a0\u2014 \u043f\u0440\u044f\u043c\u043e\u0433\u043e \u043a\u043e\u043d\u043a\u0443\u0440\u0435\u043d\u0442\u0430 \u043e\u0442\u00a0OpenAI. \u041c\u043d\u0435 \u0432\u0430\u0436\u043d\u043e \u043d\u0435\u00a0\u0442\u043e\u043b\u044c\u043a\u043e \u043e\u0446\u0435\u043d\u0438\u0442\u044c \u0435\u0433\u043e \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u043e, \u043d\u043e\u00a0\u0438 \u043f\u043e\u043d\u044f\u0442\u044c, \u043a\u0430\u043a\u00a0\u043c\u0435\u043d\u044f\u044e\u0442\u0441\u044f \u043a\u043e\u043c\u0444\u043e\u0440\u0442, \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u043a\u043e\u0434\u0430, \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u044c \u0434\u043e\u0440\u0430\u0431\u043e\u0442\u043e\u043a \u0438 \u0440\u0435\u0430\u043a\u0446\u0438\u044f \u043d\u0430\u00a0\u043e\u0448\u0438\u0431\u043a\u0438 \u043f\u0440\u0438\u00a0\u043f\u0435\u0440\u0435\u0445\u043e\u0434\u0435 \u043e\u0442\u00a0\u043e\u0434\u043d\u043e\u0439 \u043c\u043e\u0434\u0435\u043b\u0438 \u043a\u00a0\u0434\u0440\u0443\u0433\u043e\u0439. \u042d\u0442\u043e\u0442 \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u00a0\u2014 \u0435\u0449\u0451 \u043e\u0434\u0438\u043d \u0448\u0430\u0433 \u0432\u00a0\u0431\u043e\u043b\u044c\u0448\u043e\u043c \u0441\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u043c \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0438, \u0432\u043f\u0435\u0440\u0435\u0434\u0438 \u0431\u0443\u0434\u0443\u0442 \u0438 GPT-5, \u0438 \u0434\u0440\u0443\u0433\u0438\u0435 LLM.<\/p>\n<p><strong>\u0418\u0441\u0442\u043e\u0440\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u0441\u043f\u0440\u0430\u0432\u043a\u0430<\/strong><br \/>\u041d\u0430 \u043c\u043e\u043c\u0435\u043d\u0442 \u0441\u0442\u0430\u0440\u0442\u0430 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u0432 \u0430\u0440\u0441\u0435\u043d\u0430\u043b\u0435 OpenAI \u0431\u044b\u043b\u043e \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043c\u043e\u0434\u0435\u043b\u0435\u0439:<\/p>\n<ul>\n<li>\n<p><strong>GPT-4o<\/strong>\u00a0\u2014 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c \u0434\u043b\u044f \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0430 \u0437\u0430\u0434\u0430\u0447, \u0431\u043b\u0438\u0437\u043a\u0438\u0439 \u0430\u043d\u0430\u043b\u043e\u0433 Claude Sonnet 3.5.<\/p>\n<\/li>\n<li>\n<p><strong>o1-preview<\/strong>\u00a0\u2014 \u00ab\u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0430\u044e\u0449\u0430\u044f\u00bb \u043c\u043e\u0434\u0435\u043b\u044c: \u043f\u0435\u0440\u0435\u0434 \u043e\u0442\u0432\u0435\u0442\u043e\u043c \u043f\u0440\u043e\u0433\u043e\u043d\u044f\u0435\u0442 \u0432\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0438\u0435 \u0448\u0430\u0433\u0438, \u0432\u044b\u0434\u0430\u0451\u0442 \u0431\u043e\u043b\u0435\u0435 \u0440\u0430\u0437\u0432\u0451\u0440\u043d\u0443\u0442\u044b\u0439 \u0438 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442, \u043d\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u043c\u0435\u0434\u043b\u0435\u043d\u043d\u0435\u0435.<\/p>\n<\/li>\n<\/ul>\n<p>\u041f\u043e\u043a\u0430 \u044f \u043f\u0440\u043e\u0434\u043e\u043b\u0436\u0430\u043b \u0434\u0435\u043b\u0430\u0442\u044c \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435, OpenAI \u0432\u044b\u043a\u0430\u0442\u0438\u043b\u0438 \u043d\u043e\u0432\u044b\u0435 \u0432\u0435\u0440\u0441\u0438\u0438:<\/p>\n<ul>\n<li>\n<p><strong>o3<\/strong>\u00a0\u2014 \u0437\u0430\u043c\u0435\u043d\u0430 o1-preview.<\/p>\n<\/li>\n<li>\n<p><strong>o4-mini<\/strong>\u00a0\u0438\u00a0<strong>o4-mini-high<\/strong>\u00a0\u2014 \u043b\u0451\u0433\u043a\u0438\u0435 \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0430\u044e\u0449\u0438\u0435 \u043c\u043e\u0434\u0435\u043b\u0438.<\/p>\n<\/li>\n<li>\n<p><strong>GPT-4.5<\/strong>\u00a0\u2014 \u043d\u043e\u0432\u0430\u044f \u043d\u0435\u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0430\u044e\u0449\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c.<\/p>\n<\/li>\n<\/ul>\n<p>\u0421\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u044d\u0432\u043e\u043b\u044e\u0446\u0438\u0438 LLM \u043e\u043a\u0430\u0437\u0430\u043b\u0430\u0441\u044c \u0442\u0430\u043a\u043e\u0439, \u0447\u0442\u043e \u0432\u044b\u0431\u043e\u0440 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0434\u043b\u044f \u0442\u0435\u0441\u0442\u0430 \u0441\u0442\u0430\u043b \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u043c \u043a\u0432\u0435\u0441\u0442\u043e\u043c. \u0414\u043b\u044f \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0438 \u044f \u043e\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u043b\u0441\u044f \u043d\u0430 GPT-4o, \u0430 \u0432 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0445 \u2014 \u0441\u0440\u0430\u0432\u043d\u044e \u0435\u0451 \u0441 GPT-5.<\/p>\n<h3>\u0412\u0441\u043f\u043e\u043c\u0438\u043d\u0430\u0435\u043c \u043d\u0430\u0447\u0430\u043b\u044c\u043d\u044b\u0435 \u0443\u0441\u043b\u043e\u0432\u0438\u044f<\/h3>\n<p><a class=\"anchor\" name=\"%D0%92%D1%81%D0%BF%D0%BE%D0%BC%D0%B8%D0%BD%D0%B0%D0%B5%D0%BC%20%D0%BD%D0%B0%D1%87%D0%B0%D0%BB%D1%8C%D0%BD%D1%8B%D0%B5%20%D1%83%D1%81%D0%BB%D0%BE%D0%B2%D0%B8%D1%8F\" id=\"\u0412\u0441\u043f\u043e\u043c\u0438\u043d\u0430\u0435\u043c \u043d\u0430\u0447\u0430\u043b\u044c\u043d\u044b\u0435 \u0443\u0441\u043b\u043e\u0432\u0438\u044f\"><\/a><\/p>\n<p>\u0412 \u044d\u0442\u043e\u0439 \u0447\u0430\u0441\u0442\u0438 \u0446\u0438\u043a\u043b\u0430 \u043c\u044b \u0442\u0435\u0441\u0442\u0438\u0440\u0443\u0435\u043c\u00a0<strong>\u043c\u043e\u0434\u0435\u043b\u044c \u0431\u0435\u0437 \u043c\u0435\u0445\u0430\u043d\u0438\u0437\u043c\u0430 \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u044f<\/strong>. \u041c\u0435\u0442\u043e\u0434\u043e\u043b\u043e\u0433\u0438\u044f \u2014 \u0442\u0430 \u0436\u0435, \u0447\u0442\u043e \u0438 \u0432\u00a0<a href=\"https:\/\/habr.com\/ru\/articles\/886960\/#%D0%9C%D0%B5%D1%82%D0%BE%D0%B4%D0%BE%D0%BB%D0%BE%D0%B3%D0%B8%D1%8F\" rel=\"noopener noreferrer nofollow\">\u043f\u0435\u0440\u0432\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435<\/a>: \u0446\u0435\u043b\u044c \u2014 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0441 CRUD-\u043e\u043f\u0435\u0440\u0430\u0446\u0438\u044f\u043c\u0438, \u0432\u0430\u043b\u0438\u0434\u0430\u0446\u0438\u0435\u0439, unit- \u0438 MVC-\u0442\u0435\u0441\u0442\u0430\u043c\u0438.<\/p>\n<p>\u0418\u0441\u0445\u043e\u0434\u043d\u044b\u0439 \u043a\u043e\u0434 \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0430 \u2014\u00a0<a href=\"https:\/\/github.com\/nzinovev\/open-ai-chatgpt\" rel=\"noopener noreferrer nofollow\">\u043d\u0430 GitHub<\/a>.<\/p>\n<p>\u0427\u0442\u043e\u0431\u044b \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u0431\u044b\u043b\u043e \u0447\u0435\u0441\u0442\u043d\u044b\u043c, \u044f \u0444\u043e\u0440\u043c\u0443\u043b\u0438\u0440\u043e\u0432\u0430\u043b \u0437\u0430\u043f\u0440\u043e\u0441\u044b \u043a GPT-4o \u043c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u043e \u043f\u043e\u0445\u043e\u0436\u0435 \u043d\u0430 \u0442\u0435, \u0447\u0442\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b \u0434\u043b\u044f Claude. \u0418\u043d\u043e\u0433\u0434\u0430 \u0432\u043d\u043e\u0441\u0438\u043b \u043f\u0440\u0430\u0432\u043a\u0438, \u0447\u0442\u043e\u0431\u044b \u043d\u0435 \u043f\u043b\u043e\u0434\u0438\u0442\u044c &#171;\u0432\u0442\u043e\u0440\u043e\u0441\u0442\u0435\u043f\u0435\u043d\u043d\u044b\u0439&#187; \u0448\u0443\u043c. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0435\u0441\u043b\u0438 Claude \u043f\u043e \u0443\u043c\u043e\u043b\u0447\u0430\u043d\u0438\u044e \u0434\u0435\u043b\u0430\u043b \u043c\u0438\u0433\u0440\u0430\u0446\u0438\u044e \u0432 XML, \u0442\u043e GPT-4o \u044f \u0441\u0440\u0430\u0437\u0443 \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u043b \u043d\u0443\u0436\u043d\u044b\u0439 \u0444\u043e\u0440\u043c\u0430\u0442, \u0447\u0442\u043e\u0431\u044b \u043d\u0435 \u0442\u0440\u0430\u0442\u0438\u0442\u044c \u0448\u0430\u0433 \u043d\u0430 \u043f\u0435\u0440\u0435\u043f\u0438\u0441\u044b\u0432\u0430\u043d\u0438\u0435.<\/p>\n<blockquote>\n<p>\u041a\u043e\u0434, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 ChatGPT \u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u043b \u043d\u0435\u0438\u0434\u0435\u0430\u043b\u044c\u043d\u043e, \u044f \u043c\u0435\u0441\u0442\u0430\u043c\u0438 \u043e\u0441\u0442\u0430\u0432\u043b\u044f\u043b \u043a\u0430\u043a \u0435\u0441\u0442\u044c \u2014 \u0445\u043e\u0442\u044f \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0439 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0435 \u0441\u0440\u0430\u0437\u0443 \u0431\u044b \u043f\u043e\u043f\u0440\u0430\u0432\u0438\u043b. \u042d\u0442\u043e \u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u0434\u043b\u044f \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u043d\u0435\u043f\u0440\u0435\u0440\u044b\u0432\u043d\u043e\u0433\u043e \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430 \u0432 \u0434\u0438\u0430\u043b\u043e\u0433\u0435 \u0441 \u043c\u043e\u0434\u0435\u043b\u044c\u044e: \u0435\u0441\u043b\u0438 \u0432\u043d\u043e\u0441\u0438\u0442\u044c \u043f\u0440\u0430\u0432\u043a\u0438 \u0432\u0440\u0443\u0447\u043d\u0443\u044e, \u043f\u0440\u0438 \u0447\u0442\u0435\u043d\u0438\u0438 \u0441\u0442\u0430\u0442\u044c\u0438 \u0432\u043e\u0437\u043d\u0438\u043a\u043d\u0435\u0442 \u043d\u0435\u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0435 \u043c\u0435\u0436\u0434\u0443 \u043a\u043e\u0434\u043e\u043c \u0432 \u0432\u044b\u0434\u0430\u0447\u0435 \u0438 \u043a\u043e\u0434\u043e\u043c \u0432 \u043f\u0440\u043e\u0435\u043a\u0442\u0435.<\/p>\n<\/blockquote>\n<h4>\u041f\u0435\u0440\u0432\u043e\u043d\u0430\u0447\u0430\u043b\u044c\u043d\u044b\u0439 \u043f\u0440\u043e\u043c\u043f\u0442<\/h4>\n<p>\u0428\u0430\u0431\u043b\u043e\u043d, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043e\u0442\u043b\u0438\u0447\u043d\u043e \u0441\u0440\u0430\u0431\u043e\u0442\u0430\u043b \u0434\u043b\u044f Claude, \u0441 GPT-4o \u043f\u043e\u043a\u0430\u0437\u0430\u043b \u0441\u0435\u0431\u044f \u043f\u043b\u043e\u0445\u043e: \u043c\u043e\u0434\u0435\u043b\u044c \u0447\u0430\u0441\u0442\u043e \u0443\u0445\u043e\u0434\u0438\u043b\u0430 \u0432 \u0441\u0442\u043e\u0440\u043e\u043d\u0443 \u0438 \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u043b\u0430 \u043a\u043e\u0434, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u044f \u043d\u0435 \u043f\u0440\u043e\u0441\u0438\u043b. \u041f\u0440\u0438\u0448\u043b\u043e\u0441\u044c \u043f\u0435\u0440\u0435\u0441\u0442\u0440\u0430\u0438\u0432\u0430\u0442\u044c \u043f\u0440\u043e\u043c\u043f\u0442 \u0441 \u043d\u0443\u043b\u044f.<\/p>\n<p>\u0421\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430 \u0443 ChatGPT \u0434\u0440\u0443\u0433\u0430\u044f, \u0438 \u043b\u0438\u0447\u043d\u043e \u043c\u043d\u0435 \u0431\u043e\u043b\u044c\u0448\u0435 \u043d\u0440\u0430\u0432\u0438\u0442\u0441\u044f \u0443\u043f\u043e\u0440\u044f\u0434\u043e\u0447\u0435\u043d\u043d\u0430\u044f \u0441\u0445\u0435\u043c\u0430 Claude \u2014 \u0443 Anthropic \u0435\u0441\u0442\u044c \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u0430\u044f \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044f, \u043a\u0430\u043a \u0435\u0451 \u0441\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0442\u044c. \u0423 OpenAI \u044f \u043d\u0430\u0448\u0451\u043b \u043b\u0438\u0448\u044c \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u0445 \u0444\u0440\u0430\u0433\u043c\u0435\u043d\u0442\u043e\u0432 \u0432 \u043e\u0444\u0438\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u043c Cookbook. \u041d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u044d\u0442\u0438\u0445 \u0444\u0440\u0430\u0433\u043c\u0435\u043d\u0442\u043e\u0432 \u044f \u0438 \u0441\u043e\u0431\u0440\u0430\u043b \u043d\u043e\u0432\u044b\u0439 \u0441\u0442\u0430\u0440\u0442\u043e\u0432\u044b\u0439 \u043f\u0440\u043e\u043c\u043f\u0442:<\/p>\n<details class=\"spoiler\">\n<summary>\u041d\u0430\u0447\u0430\u043b\u044c\u043d\u044b\u0439 \u043f\u0440\u043e\u043c\u043f\u0442<\/summary>\n<div class=\"spoiler__content\">\n<pre><code class=\"markdown\"># Context You will be acting as a senior backend developer.  You are have an expertise in the following technologies:  - Java 21+,  - Spring boot,  - Spring JPA,  - Hibernate,  - Lombok,  - Spring Web,  - REST API,  - SQL.  Your goal is to develop a production-ready solution that meets the user's needs. You should provide clear and concise answers to questions in a friendly and professional manner.  Before starting, take your time to think through each step carefully.  Remember to thoroughly validate your solution and be aware of boundary cases, particularly those that arise from the changes you make.  Your solution should be perfect.  # Workflow  1. Understand the problem deeply. Carefully read the issue and think critically about what is required. 2. Develop a clear, step-by-step plan. 3. If you have questions, ask for clarification before providing a solution. After all questions have been answered, provide a solution to the user. 4. In case you are unsure how to respond to a question or don't know an answer, say \"I'm sorry, I don't understand. Could you please rephrase your question?\" 5. If you don't know how to proceed, say: \"I am sorry, but I don't know that answer. Can you please clarify your question for me and provide more details?\"  ## 1. Deeply Understand the Problem Carefully read the issue and think hard about a plan to solve it before coding.  Answer with \"we can proceed\" if all instructions is clear for you and you don't have question.  Then we will start. ```  ``` I have already created an application using Spring Initializr with the following dependencies: Lombok, Spring Web, Spring Data JPA, PostgreSQL Driver, Liquibase Migration. Write a Liquibase migration for the tables. Use YAML format for liquibase scripts. `&lt;table1&gt;` Category table with columns: category_id (bigint), category_name (varchar), category_description (varchar) `&lt;\/table1&gt;` `&lt;table2&gt;` Operation table with columns: operation_id (bigint), operation_public_id (varchar), operation_name (varchar), operation_amount(bigdecimal), operation_type (enum), category_id (FK to category table) `&lt;\/table2&gt;` Suggest how to store the operation_type. In the code, the operation type will be an Enum with the values (DEPOSIT, WITHDRAW).<\/code><\/pre>\n<\/div>\n<\/details>\n<p>\u041f\u043e \u0441\u043c\u044b\u0441\u043b\u0443 \u043e\u043d \u0431\u043b\u0438\u0437\u043e\u043a \u043a \u0438\u0441\u0445\u043e\u0434\u043d\u043e\u043c\u0443 \u0434\u043b\u044f Claude, \u043d\u043e \u043f\u043e\u0434\u0430\u0447\u0430 \u0434\u0440\u0443\u0433\u0430\u044f: ChatGPT \u043b\u0443\u0447\u0448\u0435 \u0432\u043e\u0441\u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0435\u0442 \u043f\u0440\u043e\u043c\u043f\u0442 \u0432 \u0444\u043e\u0440\u043c\u0430\u0442\u0435 Markdown, \u0438, \u0441\u0443\u0434\u044f \u043f\u043e \u043e\u043f\u044b\u0442\u0443, \u0441\u0442\u0440\u043e\u0433\u043e\u0433\u043e \u043f\u043e\u0440\u044f\u0434\u043a\u0430 \u0431\u043b\u043e\u043a\u043e\u0432, \u043a\u0430\u043a \u0443 Claude, \u0437\u0434\u0435\u0441\u044c \u043d\u0435\u0442.<\/p>\n<p>\u041f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043a\u0430 \u0437\u0430\u0432\u0435\u0440\u0448\u0435\u043d\u0430. \u041f\u043e\u0440\u0430 \u043f\u0435\u0440\u0435\u0445\u043e\u0434\u0438\u0442\u044c \u043a \u043f\u0435\u0440\u0432\u043e\u0439 \u0437\u0430\u0434\u0430\u0447\u0435.<\/p>\n<h3>\u041d\u0438 \u043e\u0434\u043d\u043e\u0433\u043e \u0432\u043e\u043f\u0440\u043e\u0441\u0430 \u2014 \u043e\u0434\u043d\u0438 \u043e\u0442\u0432\u0435\u0442\u044b<\/h3>\n<p><a class=\"anchor\" name=\"%D0%9D%D0%B8%20%D0%BE%D0%B4%D0%BD%D0%BE%D0%B3%D0%BE%20%D0%B2%D0%BE%D0%BF%D1%80%D0%BE%D1%81%D0%B0%20%E2%80%94%20%D0%BE%D0%B4%D0%BD%D0%B8%20%D0%BE%D1%82%D0%B2%D0%B5%D1%82%D1%8B\" id=\"\u041d\u0438 \u043e\u0434\u043d\u043e\u0433\u043e \u0432\u043e\u043f\u0440\u043e\u0441\u0430 \u2014 \u043e\u0434\u043d\u0438 \u043e\u0442\u0432\u0435\u0442\u044b\"><\/a><\/p>\n<p>\u041f\u043e\u0441\u043b\u0435 \u0437\u0430\u0434\u0430\u043d\u0438\u044f \u0441\u0442\u0430\u0440\u0442\u043e\u0432\u043e\u0433\u043e \u043f\u0440\u043e\u043c\u043f\u0442\u0430 GPT-4o \u0441\u043e\u043e\u0431\u0449\u0438\u043b, \u0447\u0442\u043e \u0433\u043e\u0442\u043e\u0432, \u0438 \u044f \u043e\u0442\u043f\u0440\u0430\u0432\u0438\u043b \u043f\u0435\u0440\u0432\u0443\u044e \u0437\u0430\u0434\u0430\u0447\u0443 \u2014 \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043c\u0438\u0433\u0440\u0430\u0446\u0438\u044e \u0434\u043b\u044f \u0442\u0430\u0431\u043b\u0438\u0446.<\/p>\n<h4>\u041c\u0438\u0433\u0440\u0430\u0446\u0438\u044f \u0434\u043b\u044f \u0442\u0430\u0431\u043b\u0438\u0446<\/h4>\n<details class=\"spoiler\">\n<summary>\u0427\u0442\u043e \u043f\u0440\u043e\u0441\u0438\u043b<\/summary>\n<div class=\"spoiler__content\">\n<pre><code class=\"markdown\">I have already created an application using Spring Initializr with the following dependencies: Lombok, Spring Web, Spring Data JPA, PostgreSQL Driver, Liquibase Migration.  Write a Liquibase migration for the tables. Use YAML format for liquibase scripts.   `&lt;table1&gt;`  Category table with columns: category_id (bigint),  category_name (varchar), category_description (varchar)  `&lt;\/table1&gt;` `&lt;table2&gt;` Operation table with columns: operation_id (bigint),  operation_public_id (varchar), operation_name (varchar),  operation_amount(bigdecimal), operation_type (enum),  category_id (FK to category table)  `&lt;\/table2&gt;`   Suggest how to store the operation_type.  In the code, the operation type will be an Enum with the values (DEPOSIT, WITHDRAW).<\/code><\/pre>\n<\/div>\n<\/details>\n<details class=\"spoiler\">\n<summary>\u0427\u0442\u043e \u0441\u0434\u0435\u043b\u0430\u043b GPT-4o<\/summary>\n<div class=\"spoiler__content\">\n<p>Thanks for the details! Here&#8217;s how we&#8217;ll proceed:<\/p>\n<h3>\u2705 Plan<\/h3>\n<h4>1. Enum Handling (operation_type)<\/h4>\n<p>We\u2019ll store the <code>operation_type<\/code> enum as a <code>VARCHAR<\/code> in the database. This approach:<\/p>\n<ul>\n<li>\n<p>Keeps the data readable and meaningful.<\/p>\n<\/li>\n<li>\n<p>Avoids the risks of ordinal-based persistence (i.e., changes in enum order).<\/p>\n<\/li>\n<li>\n<p>Is compatible with JPA enum mapping using <code>@Enumerated(EnumType.STRING)<\/code>.<\/p>\n<\/li>\n<\/ul>\n<h4>2. Liquibase YAML Migration File<\/h4>\n<p>We&#8217;ll write a migration file in YAML that:<\/p>\n<ul>\n<li>\n<p>Creates the <code>category<\/code> table.<\/p>\n<\/li>\n<li>\n<p>Creates the <code>operation<\/code> table.<\/p>\n<\/li>\n<li>\n<p>Defines <code>operation_type<\/code> as a <code>VARCHAR<\/code>.<\/p>\n<\/li>\n<li>\n<p>Sets up a foreign key from <code>operation.category_id<\/code> to <code>category.category_id<\/code>.<\/p>\n<\/li>\n<li>\n<p>Adds primary keys for both tables.<\/p>\n<\/li>\n<\/ul>\n<h3>\ud83e\udde9 Liquibase YAML Migration Script<\/h3>\n<p>Here&#8217;s a production-ready <code>db.changelog-1.0.yaml<\/code>:<\/p>\n<pre><code class=\"yaml\">databaseChangeLog:   - changeSet:       id: 1       author: backenddev       changes:         - createTable:             tableName: category             columns:               - column:                   name: category_id                   type: BIGINT                   constraints:                     primaryKey: true                     nullable: false               - column:                   name: category_name                   type: VARCHAR(255)                   constraints:                     nullable: false               - column:                   name: category_description                   type: VARCHAR(1000)    - changeSet:       id: 2       author: backenddev       changes:         - createTable:             tableName: operation             columns:               - column:                   name: operation_id                   type: BIGINT                   constraints:                     primaryKey: true                     nullable: false               - column:                   name: operation_public_id                   type: VARCHAR(255)                   constraints:                     nullable: false                     unique: true               - column:                   name: operation_name                   type: VARCHAR(255)                   constraints:                     nullable: false               - column:                   name: operation_amount                   type: NUMERIC(19,2)                   constraints:                     nullable: false               - column:                   name: operation_type                   type: VARCHAR(50)                   constraints:                     nullable: false               - column:                   name: category_id                   type: BIGINT                   constraints:                     nullable: false          - addForeignKeyConstraint:             baseTableName: operation             baseColumnNames: category_id             referencedTableName: category             referencedColumnNames: category_id             constraintName: fk_operation_category <\/code><\/pre>\n<h3>\ud83e\udde9 Enum Mapping in Java (for reference)<\/h3>\n<p>In your <code>Operation<\/code> entity:<\/p>\n<pre><code class=\"java\">@Enumerated(EnumType.STRING) @Column(name = \"operation_type\", nullable = false) private OperationType operationType; <\/code><\/pre>\n<p>Let me know if you&#8217;d like:<\/p>\n<ul>\n<li>\n<p>Liquibase rollback support.<\/p>\n<\/li>\n<li>\n<p>Sample Java entity classes.<\/p>\n<\/li>\n<li>\n<p>Sample test data insertion via Liquibase.<\/p>\n<\/li>\n<\/ul>\n<p>Shall we move forward with the entity classes or anything else you need help with?<\/p>\n<\/div>\n<\/details>\n<ul>\n<li>\n<p>\u0421\u043e\u0437\u0434\u0430\u043b \u0444\u0430\u0439\u043b \u043c\u0438\u0433\u0440\u0430\u0446\u0438\u0438, \u043d\u043e \u043d\u0435 \u0443\u043f\u043e\u043c\u044f\u043d\u0443\u043b\u00a0<code>db.changelog-master.yaml<\/code>.<\/p>\n<\/li>\n<li>\n<p>\u041d\u0435 \u0443\u0442\u043e\u0447\u043d\u044f\u043b \u0434\u0435\u0442\u0430\u043b\u0438 \u0438 \u0441\u0430\u043c \u0440\u0435\u0448\u0438\u043b: \u043a\u0430\u043a\u0438\u0435 \u043f\u043e\u043b\u044f \u043e\u0431\u044f\u0437\u0430\u0442\u0435\u043b\u044c\u043d\u044b, \u0430 \u043a\u0430\u043a\u0438\u0435 \u043e\u043f\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u044b, \u043a\u0430\u043a\u0438\u0435 \u0442\u0438\u043f\u044b \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c.<\/p>\n<\/li>\n<\/ul>\n<p><strong>\u041a\u0430\u043a \u0431\u044b\u043b\u043e \u0443 Claude:<\/strong><\/p>\n<ul>\n<li>\n<p>\u0414\u043e\u0431\u0430\u0432\u0438\u043b\u00a0<code>autoIncrement<\/code>\u00a0\u0434\u043b\u044f primary key.<\/p>\n<\/li>\n<li>\n<p>\u0414\u043e\u0431\u0430\u0432\u0438\u043b constraint \u0434\u043b\u044f \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0438 \u0442\u0438\u043f\u0430 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438.<\/p>\n<\/li>\n<li>\n<p>\u041f\u0435\u0440\u0435\u0434 \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0435\u0439 \u0443\u0442\u043e\u0447\u043d\u0438\u043b \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u043f\u043e \u043a\u0430\u0436\u0434\u043e\u0439 \u043a\u043e\u043b\u043e\u043d\u043a\u0435.<\/p>\n<\/li>\n<\/ul>\n<p><strong>\u0412\u044b\u0432\u043e\u0434:<\/strong>\u00a0Claude \u043f\u043e\u0434\u043e\u0448\u0451\u043b \u043a \u0437\u0430\u0434\u0430\u0447\u0435 \u0432\u0434\u0443\u043c\u0447\u0438\u0432\u0435\u0435 \u0438 \u0434\u043e\u0431\u0430\u0432\u0438\u043b \u0437\u0430\u0449\u0438\u0442\u0443 \u043e\u0442 \u043e\u0448\u0438\u0431\u043e\u043a, GPT-4o \u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u043b \u0431\u044b\u0441\u0442\u0440\u0435\u0435, \u043d\u043e \u00ab\u043d\u0430 \u0433\u043b\u0430\u0437\u043e\u043a\u00bb \u0438 \u0431\u0435\u0437 \u0443\u0442\u043e\u0447\u043d\u0435\u043d\u0438\u0439.<\/p>\n<h4>\u041a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044f \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u044f \u043a PostgreSQL<\/h4>\n<p><a class=\"anchor\" name=\"%D0%9A%D0%BE%D0%BD%D1%84%D0%B8%D0%B3%D1%83%D1%80%D0%B0%D1%86%D0%B8%D1%8F%20%D0%BF%D0%BE%D0%B4%D0%BA%D0%BB%D1%8E%D1%87%D0%B5%D0%BD%D0%B8%D1%8F%20%D0%BA%20PostgreSQL\" id=\"\u041a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044f \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u044f \u043a PostgreSQL\"><\/a><\/p>\n<p><strong>\u0427\u0442\u043e \u043f\u0440\u043e\u0441\u0438\u043b:<\/strong><\/p>\n<blockquote>\n<p>Write the configuration to connect the application to the PostgreSQL database.<\/p>\n<\/blockquote>\n<details class=\"spoiler\">\n<summary>\u041e\u0442\u0432\u0435\u0442 GPT-4o<\/summary>\n<div class=\"spoiler__content\">\n<p>Sure! Here&#8217;s the standard <strong>Spring Boot application configuration<\/strong> for connecting to a PostgreSQL database, including <strong>Liquibase support<\/strong>.<\/p>\n<h3>\u2705 application.yml Configuration<\/h3>\n<pre><code class=\"yaml\">spring:   datasource:     url: jdbc:postgresql:\/\/localhost:5432\/your_database_name     username: your_db_username     password: your_db_password     driver-class-name: org.postgresql.Driver   jpa:     hibernate:       ddl-auto: none  # Liquibase handles schema creation     show-sql: true     properties:       hibernate:         dialect: org.hibernate.dialect.PostgreSQLDialect    liquibase:     change-log: classpath:db\/changelog\/db.changelog-1.0.yaml     enabled: true  # Optional logging for SQL debugging logging:   level:     org.hibernate.SQL: DEBUG     org.hibernate.type.descriptor.sql: TRACE <\/code><\/pre>\n<h3>\u2705 Tips<\/h3>\n<ul>\n<li>\n<p>Replace <code>your_database_name<\/code>, <code>your_db_username<\/code>, and <code>your_db_password<\/code> with your actual PostgreSQL config.<\/p>\n<\/li>\n<li>\n<p>Make sure your YAML is properly indented and <code>db.changelog-1.0.yaml<\/code> is placed under <code>src\/main\/resources\/db\/changelog\/<\/code>.<\/p>\n<\/li>\n<\/ul>\n<p>Would you like me to generate the corresponding Java entity classes next?<\/p>\n<\/div>\n<\/details>\n<p><strong>\u0427\u0442\u043e \u0441\u0434\u0435\u043b\u0430\u043b GPT-4o:<\/strong><\/p>\n<ul>\n<li>\n<p>\u0423\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u043b\u00a0<code>jpa.hibernate.ddl-auto: none<\/code>\u00a0(\u044f \u0431\u044b \u043f\u0440\u0435\u0434\u043f\u043e\u0447\u0451\u043b\u00a0<code>validate<\/code>, \u0447\u0442\u043e\u0431\u044b \u043b\u043e\u0432\u0438\u0442\u044c \u043e\u0448\u0438\u0431\u043a\u0438 \u0432 \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u044f\u0445 \u043d\u0430 \u044d\u0442\u0430\u043f\u0435 \u043a\u043e\u043c\u043f\u0438\u043b\u044f\u0446\u0438\u0438).<\/p>\n<\/li>\n<li>\n<p>\u0412\u00a0<code>liquibase.change-log<\/code>\u00a0\u0443\u043a\u0430\u0437\u0430\u043b \u043f\u0443\u0442\u044c \u043a \u043c\u0438\u0433\u0440\u0430\u0446\u0438\u0438\u00a0<code>classpath:db\/changelog\/db.changelog-1.0.yaml<\/code>, \u0447\u0442\u043e \u043d\u0430\u043c\u0435\u043a\u0430\u0435\u0442 \u043d\u0430 \u043d\u0430\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0435 master-changelog \u043d\u0430\u043f\u0440\u044f\u043c\u0443\u044e \u2014 \u0440\u0438\u0441\u043a \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u043d\u0435\u0447\u0438\u0442\u0430\u0435\u043c\u044b\u0439 \u0444\u0430\u0439\u043b.<\/p>\n<\/li>\n<li>\n<p>\u0412\u043a\u043b\u044e\u0447\u0438\u043b\u00a0<code>show-sql: true<\/code>\u00a0\u0438 \u0443\u0440\u043e\u0432\u0435\u043d\u044c \u043b\u043e\u0433\u043e\u0432 Hibernate \u043d\u0430 DEBUG\/TRACE \u2014 \u0437\u0430\u043c\u0443\u0441\u043e\u0440\u0435\u043d\u043d\u044b\u0435 \u043b\u043e\u0433\u0438 \u043f\u043e \u0443\u043c\u043e\u043b\u0447\u0430\u043d\u0438\u044e.<\/p>\n<\/li>\n<\/ul>\n<p><strong>\u041a\u0430\u043a \u0431\u044b\u043b\u043e \u0443 Claude:<\/strong><\/p>\n<ul>\n<li>\n<p>\u041e\u0448\u0438\u0431\u043a\u0438 \u0432 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0438 \u043f\u0440\u0438\u0441\u0443\u0442\u0441\u0442\u0432\u043e\u0432\u0430\u043b\u0438, \u043d\u043e \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043d\u043e \u043f\u043e\u0434\u0445\u043e\u0434 \u0432\u044b\u0433\u043b\u044f\u0434\u0435\u043b \u0430\u043a\u043a\u0443\u0440\u0430\u0442\u043d\u0435\u0435.<\/p>\n<\/li>\n<\/ul>\n<p><strong>\u0412\u044b\u0432\u043e\u0434:<\/strong>\u00a0Claude \u0441\u043d\u043e\u0432\u0430 \u0432\u044b\u0433\u043b\u044f\u0434\u0438\u0442 \u0441\u0438\u043b\u044c\u043d\u0435\u0435 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u0443\u0430\u043b\u044c\u043d\u043e, \u043d\u043e GPT-4o \u0432\u044b\u0434\u0430\u043b \u0440\u0430\u0431\u043e\u0447\u0438\u0439 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0431\u0435\u0437 \u043a\u0440\u0438\u0442\u0438\u0447\u043d\u044b\u0445 \u043e\u0448\u0438\u0431\u043e\u043a.<\/p>\n<h4>\u0420\u0430\u0431\u043e\u0442\u0430 \u0441 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u043c\u0438 \u043c\u0438\u0433\u0440\u0430\u0446\u0438\u044f\u043c\u0438<\/h4>\n<p>\u0417\u0430\u0434\u0430\u044e ChatGPT \u0432\u043e\u043f\u0440\u043e\u0441, \u043a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0441 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u043c\u0438 \u043c\u0438\u0433\u0440\u0430\u0446\u0438\u044f\u043c\u0438, \u0431\u0435\u0437 \u043a\u0430\u043a\u0438\u0445-\u043b\u0438\u0431\u043e \u0434\u0435\u0442\u0430\u043b\u0435\u0439 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438.<\/p>\n<blockquote>\n<p>I plan to add new migration files, do I need to add each migration to application.yml for liquibase to process it?<\/p>\n<\/blockquote>\n<details class=\"spoiler\">\n<summary>\u041e\u0442\u0432\u0435\u0442 ChatGPT<\/summary>\n<div class=\"spoiler__content\">\n<p>Great question \u2014 and no, <strong>you don\u2019t need to manually add every migration file to <\/strong><code><strong>application.yml<\/strong><\/code>.<\/p>\n<h4>\u2705 How Liquibase Works in Spring Boot<\/h4>\n<p>Liquibase uses a <strong>master changelog file<\/strong> (like <code>db.changelog-1.0.yaml<\/code>) as the entry point. That file can <strong>include other changelogs<\/strong>, and Liquibase will process them in order automatically.<\/p>\n<h3>\ud83d\udd04 Recommended Setup with Includes<\/h3>\n<p>Use a <strong>master changelog<\/strong> like this:<\/p>\n<h4>db.changelog-master.yaml (referenced in application.yml)<\/h4>\n<pre><code class=\"yaml\">databaseChangeLog:   - include:       file: db\/changelog\/db.changelog-1.0.yaml   - include:       file: db\/changelog\/db.changelog-1.1.yaml   - include:       file: db\/changelog\/db.changelog-1.2.yaml <\/code><\/pre>\n<p>Then in <code>application.yml<\/code>:<\/p>\n<pre><code class=\"yaml\">spring:   liquibase:     change-log: classpath:db\/changelog\/db.changelog-master.yaml <\/code><\/pre>\n<p>Whenever you add a new migration:<\/p>\n<ol>\n<li>\n<p>Create a new file like <code>db.changelog-1.3.yaml<\/code>.<\/p>\n<\/li>\n<li>\n<p>Add an <code>- include:<\/code> line for it in the master file.<\/p>\n<\/li>\n<\/ol>\n<h3>\ud83d\udd27 Best Practice Tips<\/h3>\n<ul>\n<li>\n<p><strong>Version your changelog files<\/strong> for clarity (<code>1.0<\/code>, <code>1.1<\/code>, etc.).<\/p>\n<\/li>\n<li>\n<p>Keep each file focused on a related set of changes.<\/p>\n<\/li>\n<li>\n<p>Keep the master file clean and ordered by time\/version.<\/p>\n<\/li>\n<\/ul>\n<p>Let me know if you want a script or method to auto-include files dynamically, or if you want to switch to XML or SQL format later.<\/p>\n<\/div>\n<\/details>\n<p>GPT-4o \u0431\u044b\u0441\u0442\u0440\u043e \u0438\u0441\u043f\u0440\u0430\u0432\u0438\u043b\u0441\u044f, \u043d\u043e \u043e\u0441\u0430\u0434\u043e\u0447\u0435\u043a \u043e\u0441\u0442\u0430\u043b\u0441\u044f \u2014 \u0445\u043e\u0442\u0435\u043b\u043e\u0441\u044c \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u044b\u0439 \u043f\u043e\u0434\u0445\u043e\u0434 \u0441\u0440\u0430\u0437\u0443. GPT \u0445\u043e\u0440\u043e\u0448\u043e \u0440\u0435\u0430\u0433\u0438\u0440\u0443\u0435\u0442 \u043d\u0430 \u0444\u0438\u0434\u0431\u0435\u043a, \u043d\u043e \u043d\u0435 \u0432\u0441\u0435\u0433\u0434\u0430 \u0432\u044b\u0434\u0430\u0451\u0442 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0441 \u043f\u0435\u0440\u0432\u043e\u0439 \u043f\u043e\u043f\u044b\u0442\u043a\u0438.<\/p>\n<h4>\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 init.sql<\/h4>\n<p><a class=\"anchor\" name=\"%D0%A1%D0%BE%D0%B7%D0%B4%D0%B0%D0%BD%D0%B8%D0%B5%20init.sql\" id=\"\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 init.sql\"><\/a><\/p>\n<p>\u041f\u0440\u043e\u0448\u0443 \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0441\u0445\u0435\u043c\u0443 \u0441 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0451\u043d\u043d\u043e\u0439 \u0440\u043e\u043b\u044c\u044e<\/p>\n<blockquote>\n<p>Write init.sql with the following information:<\/p>\n<ul>\n<li>\n<p>Create an &#171;chatgpt_4o_app&#187; role with a login password of &#8216;strongPassword&#8217;.<\/p>\n<\/li>\n<li>\n<p>Create a schema &#171;chatgpt_4o&#187; and authorize the &#171;chatgpt_4o_app&#187; role to use it.<\/p>\n<\/li>\n<li>\n<p>Grant all privileges to the &#171;chatgpt_4o_app&#187; role on the &#171;chatgpt_4o&#187;<\/p>\n<\/li>\n<\/ul>\n<\/blockquote>\n<details class=\"spoiler\">\n<summary>\u041e\u0442\u0432\u0435\u0442 GPT-4o<\/summary>\n<div class=\"spoiler__content\">\n<p>Here&#8217;s your <code>init.sql<\/code> script to:<\/p>\n<ol>\n<li>\n<p>Create the <code>chatgpt_4o_app<\/code> role with login and password.<\/p>\n<\/li>\n<li>\n<p>Create the <code>chatgpt_4o<\/code> schema.<\/p>\n<\/li>\n<li>\n<p>Grant usage and privileges on the schema to the role.<\/p>\n<\/li>\n<\/ol>\n<h3>\u2705 init.sql<\/h3>\n<pre><code class=\"sql\">-- Create application role with login CREATE ROLE chatgpt_4o_app WITH   LOGIN   PASSWORD 'strongPassword';  -- Create schema CREATE SCHEMA chatgpt_4o AUTHORIZATION chatgpt_4o_app;  -- Grant all privileges on the schema to the role GRANT ALL PRIVILEGES ON SCHEMA chatgpt_4o TO chatgpt_4o_app; <\/code><\/pre>\n<h3>\ud83d\udcdd Usage Tips<\/h3>\n<ul>\n<li>\n<p>You can run this manually in your PostgreSQL console or configure it to run automatically using a Docker <code>initdb<\/code> script if you&#8217;re using Postgres in Docker.<\/p>\n<\/li>\n<li>\n<p>Make sure your Spring Boot <code>application.yml<\/code> points to the <code>chatgpt_4o<\/code> schema, like this:<\/p>\n<\/li>\n<\/ul>\n<pre><code class=\"yaml\">spring:   datasource:     url: jdbc:postgresql:\/\/localhost:5432\/your_database_name?currentSchema=chatgpt_4o <\/code><\/pre>\n<p>Let me know if you need a Docker Compose setup for PostgreSQL with this script as part of the initialization.<\/p>\n<\/div>\n<\/details>\n<p>ChatGPT \u0432\u044b\u0434\u0430\u043b \u043f\u0440\u043e\u0441\u0442\u043e\u0439 \u0438 \u0440\u0430\u0431\u043e\u0447\u0438\u0439 \u0441\u043a\u0440\u0438\u043f\u0442, \u0431\u0435\u0437\u00a0\u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u0439 \u0434\u043b\u044f\u00a0\u0440\u043e\u043b\u0438. \u041a\u043b\u043e\u0434, \u0432\u00a0\u0441\u0432\u043e\u044e \u043e\u0447\u0435\u0440\u0435\u0434\u044c, \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u0438\u043b \u0431\u043e\u043b\u0435\u0435 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435, \u043d\u043e\u00a0\u043e\u043d \u043e\u0448\u0438\u0431\u0441\u044f \u0432\u00a0\u0441\u043a\u0440\u0438\u043f\u0442\u0435.<\/p>\n<p>\u0412\u00a0\u0434\u0430\u043d\u043d\u043e\u043c \u0441\u043b\u0443\u0447\u0430\u0435 \u043f\u0440\u043e\u0441\u0442\u043e\u0442\u0430 \u043f\u043e\u0431\u0435\u0434\u0438\u043b\u0430. \u041a\u043b\u043e\u0434 \u0441\u0434\u0435\u043b\u0430\u043b \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u0435\u0435, \u043d\u043e\u00a0\u0441\u00a0\u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430\u043c\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0437\u0430\u0442\u044f\u043d\u0443\u043b\u0438 \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438. GPT-4o \u0441\u0434\u0435\u043b\u0430\u043b \u0440\u0430\u0431\u043e\u0447\u0438\u0439 \u0432\u0430\u0440\u0438\u0430\u043d\u0442 \u00ab\u0442\u0443\u043f\u043e\u00bb \u0438\u00a0\u0431\u044b\u0441\u0442\u0440\u043e.<\/p>\n<blockquote>\n<p><strong>Pull Request \u0441\u00a0\u043c\u0438\u0433\u0440\u0430\u0446\u0438\u044f\u043c\u0438 \u0433\u043e\u0442\u043e\u0432<\/strong><\/p>\n<p><a href=\"https:\/\/github.com\/nzinovev\/open-ai-chatgpt\/pull\/1\" rel=\"noopener noreferrer nofollow\">https:\/\/github.com\/nzinovev\/open-ai-chatgpt\/pull\/1<\/a><\/p>\n<\/blockquote>\n<h3>\u0421\u043e\u0437\u0434\u0430\u0451\u043c \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0438<\/h3>\n<p><a class=\"anchor\" name=\"%D0%A1%D0%BE%D0%B7%D0%B4%D0%B0%D1%91%D0%BC%20%D1%81%D1%83%D1%89%D0%BD%D0%BE%D1%81%D1%82%D0%B8\" id=\"\u0421\u043e\u0437\u0434\u0430\u0451\u043c \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0438\"><\/a><\/p>\n<p>\u041f\u043e\u0432\u0442\u043e\u0440\u044f\u0435\u043c \u0442\u0435 \u0436\u0435 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f, \u0447\u0442\u043e \u043f\u0440\u043e\u0441\u0438\u043b\u0438 \u0443 \u041a\u043b\u043e\u0434\u0430. \u041f\u043e\u043f\u0440\u043e\u0441\u0438\u043b \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0438, \u0430 \u0442\u0430\u043a\u0436\u0435 \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u0442\u044c \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u043f\u0430\u043a\u0435\u0442\u043e\u0432, \u0433\u0434\u0435 \u0445\u0440\u0430\u043d\u0438\u0442\u044c \u043a\u043e\u0434.<\/p>\n<blockquote>\n<p>Write entities for the operation and category tables. Provide a path to the package where I should create these entities.<\/p>\n<\/blockquote>\n<details class=\"spoiler\">\n<summary>\u041e\u0442\u0432\u0435\u0442 GPT-4o<\/summary>\n<div class=\"spoiler__content\">\n<p>Here\u2019s how to create clean, production-ready entities for <code>Category<\/code> and <code>Operation<\/code> based on your schema and best practices with Spring Boot + JPA + Lombok.<\/p>\n<h3>\u2705 Recommended Package Structure<\/h3>\n<pre><code>src\/main\/java \u2514\u2500\u2500 com\/yourcompany\/yourapp     \u2514\u2500\u2500 model         \u251c\u2500\u2500 Category.java         \u2514\u2500\u2500 Operation.java         \u2514\u2500\u2500 OperationType.java (enum) <\/code><\/pre>\n<p>Use this path for your entity package:<\/p>\n<p>&gt; <code>com.yourcompany.yourapp.model<\/code><\/p>\n<p>You can replace <code>yourcompany<\/code> and <code>yourapp<\/code> with your actual organization and application name.<\/p>\n<h3>\u2705 Category.java<\/h3>\n<pre><code class=\"java\">package com.yourcompany.yourapp.model;  import jakarta.persistence.*; import lombok.*;  import java.util.List;  @Entity @Table(name = \"category\", schema = \"chatgpt_4o\") @Data @NoArgsConstructor @AllArgsConstructor @Builder public class Category {      @Id     @Column(name = \"category_id\", nullable = false)     private Long categoryId;      @Column(name = \"category_name\", nullable = false)     private String categoryName;      @Column(name = \"category_description\")     private String categoryDescription;      @OneToMany(mappedBy = \"category\", cascade = CascadeType.ALL, orphanRemoval = true)     private List operations; } <\/code><\/pre>\n<h3>\u2705 Operation.java<\/h3>\n<pre><code class=\"java\">package com.yourcompany.yourapp.model;  import jakarta.persistence.*; import lombok.*;  import java.math.BigDecimal;  @Entity @Table(name = \"operation\", schema = \"chatgpt_4o\") @Data @NoArgsConstructor @AllArgsConstructor @Builder public class Operation {      @Id     @Column(name = \"operation_id\", nullable = false)     private Long operationId;      @Column(name = \"operation_public_id\", nullable = false, unique = true)     private String operationPublicId;      @Column(name = \"operation_name\", nullable = false)     private String operationName;      @Column(name = \"operation_amount\", nullable = false)     private BigDecimal operationAmount;      @Enumerated(EnumType.STRING)     @Column(name = \"operation_type\", nullable = false)     private OperationType operationType;      @ManyToOne(fetch = FetchType.LAZY)     @JoinColumn(name = \"category_id\", nullable = false)     private Category category; } <\/code><\/pre>\n<h3>\u2705 OperationType.java (Enum)<\/h3>\n<pre><code class=\"java\">package com.yourcompany.yourapp.model;  public enum OperationType {     DEPOSIT,     WITHDRAW } <\/code><\/pre>\n<p>Let me know if you want to:<\/p>\n<ul>\n<li>\n<p>Generate DTOs or mappers.<\/p>\n<\/li>\n<li>\n<p>Add base auditing fields (<code>createdAt<\/code>, <code>updatedAt<\/code>, etc.).<\/p>\n<\/li>\n<li>\n<p>Configure ID generation (UUID, sequence, etc.).<\/p>\n<\/li>\n<\/ul>\n<p>Would you like the repository interfaces next?<\/p>\n<\/div>\n<\/details>\n<p>\u042f \u043e\u0436\u0438\u0434\u0430\u043b \u0431\u043e\u043b\u0435\u0435 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0430 \u043e\u0442 GPT, \u043d\u043e \u0434\u0430\u0432\u0430\u0439\u0442\u0435 \u043f\u043e \u043f\u043e\u0440\u044f\u0434\u043a\u0443.<\/p>\n<h4>Id \u0438 \u0435\u0433\u043e \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f<\/h4>\n<p><a class=\"anchor\" name=\"Id%20%D0%B8%20%D0%B5%D0%B3%D0%BE%20%D0%B3%D0%B5%D0%BD%D0%B5%D1%80%D0%B0%D1%86%D0%B8%D1%8F\" id=\"Id \u0438 \u0435\u0433\u043e \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f\"><\/a><\/p>\n<p>\u041f\u0440\u0438 \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0435\u0439 ChatGPT-4o \u043d\u0435 \u0437\u0430\u0434\u0430\u043b \u0430\u0432\u0442\u043e\u0438\u043d\u043a\u0440\u0435\u043c\u0435\u043d\u0442 \u0434\u043b\u044f <code>category_id<\/code> \u0438 <code>operation_id<\/code> \u0438 \u043d\u0435 \u0434\u043e\u0431\u0430\u0432\u0438\u043b \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u044e <code>@GeneratedValue<\/code> \u0432 Hibernate.<\/p>\n<p>\u042d\u0442\u043e \u043a\u0440\u0438\u0442\u0438\u0447\u043d\u0430\u044f \u043e\u0448\u0438\u0431\u043a\u0430: \u0431\u0435\u0437 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0438 Hibernate \u0441\u0447\u0438\u0442\u0430\u0435\u0442 \u043f\u043e\u043b\u0435 <code>id<\/code> \u043d\u0430\u0437\u043d\u0430\u0447\u0430\u0435\u043c\u044b\u043c \u0432\u0440\u0443\u0447\u043d\u0443\u044e. \u041f\u0440\u0438 \u043f\u043e\u043f\u044b\u0442\u043a\u0435 \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u0441\u044f:<\/p>\n<pre><code>org.hibernate.id.IdentifierGenerationException: Identifier of entity  'com.example.openai.chatgpt.entity.Category' must be manually assigned before calling 'persist()'<\/code><\/pre>\n<p><strong>\u041f\u043e\u0447\u0435\u043c\u0443 \u044d\u0442\u043e \u0432\u0430\u0436\u043d\u043e<\/strong><\/p>\n<p>\u041f\u043e\u043b\u0435 <code>id<\/code> \u0431\u0435\u0437 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0438 \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 \u0438 \u0431\u0435\u0437 \u0430\u0432\u0442\u043e\u0438\u043d\u043a\u0440\u0435\u043c\u0435\u043d\u0442\u0430 \u0432 DDL \u043f\u0440\u0438\u0432\u043e\u0434\u0438\u0442 \u043a \u0442\u043e\u043c\u0443, \u0447\u0442\u043e Hibernate \u043d\u0435 \u0437\u043d\u0430\u0435\u0442, \u043e\u0442\u043a\u0443\u0434\u0430 \u0431\u0440\u0430\u0442\u044c \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u043f\u0435\u0440\u0432\u0438\u0447\u043d\u043e\u0433\u043e \u043a\u043b\u044e\u0447\u0430. \u042d\u0442\u043e \u0437\u043d\u0430\u0447\u0438\u0442, \u0447\u0442\u043e:<\/p>\n<ul>\n<li>\n<p>\u0441\u0443\u0449\u043d\u043e\u0441\u0442\u044c \u043d\u0435\u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e \u0441\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u044c \u0431\u0435\u0437 \u044f\u0432\u043d\u043e\u0433\u043e \u043f\u0440\u0438\u0441\u0432\u043e\u0435\u043d\u0438\u044f ID \u0432\u0440\u0443\u0447\u043d\u0443\u044e;<\/p>\n<\/li>\n<li>\n<p>\u043e\u0448\u0438\u0431\u043a\u0430 \u0432\u0441\u043f\u043b\u044b\u0432\u0451\u0442 <strong>\u0442\u043e\u043b\u044c\u043a\u043e<\/strong> \u0432 \u0440\u0430\u043d\u0442\u0430\u0439\u043c\u0435 \u043f\u0440\u0438 \u043f\u0435\u0440\u0432\u043e\u043c \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0438;<\/p>\n<\/li>\n<li>\n<p>\u043f\u043e\u0447\u0438\u043d\u043a\u0430 \u00ab\u0432 \u0431\u0443\u0434\u0443\u0449\u0435\u043c\u00bb \u0447\u0430\u0441\u0442\u043e \u043e\u0431\u0445\u043e\u0434\u0438\u0442\u0441\u044f \u0434\u043e\u0440\u043e\u0436\u0435, \u043f\u043e\u0442\u043e\u043c\u0443 \u0447\u0442\u043e \u0443\u0436\u0435 \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u043d\u044b\u0439 \u043a\u043e\u0434 \u043d\u0443\u0436\u043d\u043e \u043f\u0435\u0440\u0435\u043f\u0438\u0441\u044b\u0432\u0430\u0442\u044c \u043f\u043e\u0434 \u043d\u043e\u0432\u0443\u044e \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u044e \u0438 \u043c\u0438\u0433\u0440\u0430\u0446\u0438\u044e.<\/p>\n<\/li>\n<\/ul>\n<p>\u041d\u0430 \u044d\u0442\u043e\u043c \u044d\u0442\u0430\u043f\u0435 \u0443 \u043c\u0435\u043d\u044f \u0431\u044b\u043b\u043e \u0434\u0432\u0430 \u043f\u0443\u0442\u0438:<\/p>\n<ol>\n<li>\n<p><strong>\u0418\u0441\u043f\u0440\u0430\u0432\u0438\u0442\u044c \u0441\u0440\u0430\u0437\u0443<\/strong> \u2014 \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u044e \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 \u0432 \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u044c \u0438 \u0430\u0432\u0442\u043e\u0438\u043d\u043a\u0440\u0435\u043c\u0435\u043d\u0442 \u0432 \u043c\u0438\u0433\u0440\u0430\u0446\u0438\u044e.<\/p>\n<\/li>\n<li>\n<p><strong>\u041e\u0441\u0442\u0430\u0432\u0438\u0442\u044c \u043a\u0430\u043a \u0435\u0441\u0442\u044c<\/strong> \u0438 \u00ab\u0437\u0430\u043c\u0435\u0442\u0438\u0442\u044c\u00bb \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0443 \u0442\u043e\u043b\u044c\u043a\u043e \u043d\u0430 \u043c\u043e\u043c\u0435\u043d\u0442\u0435 \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u044f \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u043b\u0435\u0440\u043e\u0432.<\/p>\n<\/li>\n<\/ol>\n<p>\u0412\u0442\u043e\u0440\u043e\u0439 \u0432\u0430\u0440\u0438\u0430\u043d\u0442 \u043a\u0430\u0436\u0435\u0442\u0441\u044f \u0437\u0430\u043c\u0430\u043d\u0447\u0438\u0432\u044b\u043c (\u043e\u0442\u043b\u043e\u0436\u0438\u0442\u044c \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0443), \u043d\u043e \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u043f\u0440\u0438\u0432\u0435\u0434\u0451\u0442 \u043a \u0442\u043e\u043c\u0443, \u0447\u0442\u043e \u043f\u0440\u0438\u0434\u0451\u0442\u0441\u044f \u0442\u0440\u0430\u0442\u0438\u0442\u044c \u0432\u0440\u0435\u043c\u044f \u043d\u0430 \u043e\u0431\u044a\u044f\u0441\u043d\u0435\u043d\u0438\u0435 \u0438 \u0438\u0441\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043e\u0448\u0438\u0431\u043a\u0438, \u0440\u0438\u0441\u043a\u0443\u044f \u043f\u043e\u043b\u043e\u043c\u0430\u0442\u044c \u0443\u0436\u0435 \u0433\u043e\u0442\u043e\u0432\u044b\u0439 \u043a\u043e\u0434. \u041c\u043e\u0451 \u0438 \u0432\u0430\u0448\u0435 \u0432\u0440\u0435\u043c\u044f \u0432\u0430\u0436\u043d\u0435\u0435, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u043f\u0440\u0438\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u044e\u0441\u044c \u043f\u0440\u0430\u0432\u0438\u043b\u0430: <strong>\u0431\u0430\u0433\u0438 \u043d\u0443\u0436\u043d\u043e \u0444\u0438\u043a\u0441\u0438\u0442\u044c \u043a\u0430\u043a \u043c\u043e\u0436\u043d\u043e \u0440\u0430\u043d\u044c\u0448\u0435<\/strong>.<\/p>\n<p><strong>\u0418\u0441\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0438 \u0438 \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 ID<\/strong><\/p>\n<p>\u0427\u0442\u043e\u0431\u044b \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c, \u043a\u0430\u043a GPT-4o \u0441\u043f\u0440\u0430\u0432\u0438\u0442\u0441\u044f \u0441 \u0447\u0430\u0441\u0442\u0438\u0447\u043d\u043e\u0439 \u043f\u043e\u0434\u0441\u043a\u0430\u0437\u043a\u043e\u0439, \u044f \u0443\u043a\u0430\u0437\u0430\u043b \u0442\u043e\u043b\u044c\u043a\u043e \u043d\u0430 \u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0438\u0435 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0438:<\/p>\n<pre><code>Add missing generation strategy for operationId and categoryId.<\/code><\/pre>\n<details class=\"spoiler\">\n<summary>\u0424\u0438\u043a\u0441 operationId &amp; categoryId<\/summary>\n<div class=\"spoiler__content\">\n<p>Great catch! By default, JPA needs an <strong>ID generation strategy<\/strong> for primary keys unless you&#8217;re assigning them manually. Since <code>operation_id<\/code> and <code>category_id<\/code> are of type <code>Long<\/code>, the most appropriate strategy for PostgreSQL is usually <code>GenerationType.IDENTITY<\/code> or <code>GenerationType.SEQUENCE<\/code>.<\/p>\n<h3>\u2705 Recommendation: Use @GeneratedValue(strategy = GenerationType.IDENTITY)<\/h3>\n<p>This works well with PostgreSQL&#8217;s <code>SERIAL<\/code> or <code>IDENTITY<\/code> columns and is simple to implement.<\/p>\n<h3>\u2705 Updated Entity Code with ID Generation<\/h3>\n<h4>\ud83d\udd39 Category.java<\/h4>\n<pre><code class=\"java\">package com.yourcompany.yourapp.model;  import jakarta.persistence.*; import lombok.*;  import java.util.List;  @Entity @Table(name = \"category\", schema = \"chatgpt_4o\") @Data @NoArgsConstructor @AllArgsConstructor @Builder public class Category {      @Id     @GeneratedValue(strategy = GenerationType.IDENTITY)     @Column(name = \"category_id\", nullable = false)     private Long categoryId;      @Column(name = \"category_name\", nullable = false)     private String categoryName;      @Column(name = \"category_description\")     private String categoryDescription;      @OneToMany(mappedBy = \"category\", cascade = CascadeType.ALL, orphanRemoval = true)     private List operations; } <\/code><\/pre>\n<h4>\ud83d\udd39 Operation.java<\/h4>\n<pre><code class=\"java\">package com.yourcompany.yourapp.model;  import jakarta.persistence.*; import lombok.*;  import java.math.BigDecimal;  @Entity @Table(name = \"operation\", schema = \"chatgpt_4o\") @Data @NoArgsConstructor @AllArgsConstructor @Builder public class Operation {      @Id     @GeneratedValue(strategy = GenerationType.IDENTITY)     @Column(name = \"operation_id\", nullable = false)     private Long operationId;      @Column(name = \"operation_public_id\", nullable = false, unique = true)     private String operationPublicId;      @Column(name = \"operation_name\", nullable = false)     private String operationName;      @Column(name = \"operation_amount\", nullable = false)     private BigDecimal operationAmount;      @Enumerated(EnumType.STRING)     @Column(name = \"operation_type\", nullable = false)     private OperationType operationType;      @ManyToOne(fetch = FetchType.LAZY)     @JoinColumn(name = \"category_id\", nullable = false)     private Category category; } <\/code><\/pre>\n<h3>\ud83e\uddea Optional: Liquibase Adjustment<\/h3>\n<p>If you&#8217;re using <code>GenerationType.IDENTITY<\/code>, update your Liquibase YAML to use:<\/p>\n<pre><code class=\"yaml\">type: BIGSERIAL <\/code><\/pre>\n<p>For example:<\/p>\n<pre><code class=\"yaml\">- column:     name: category_id     type: BIGSERIAL     constraints:       primaryKey: true       nullable: false <\/code><\/pre>\n<p>Let me know if you&#8217;d like me to regenerate the Liquibase changelog with <code>BIGSERIAL<\/code> for these IDs.<\/p>\n<\/div>\n<\/details>\n<p><strong>\u0427\u0442\u043e \u0441\u0434\u0435\u043b\u0430\u043b GPT-4o:<\/strong><\/p>\n<ul>\n<li>\n<p>\u0414\u043e\u0431\u0430\u0432\u0438\u043b <code>@GeneratedValue<\/code> \u0432 \u043e\u0431\u0435 \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0438.<\/p>\n<\/li>\n<li>\n<p>\u0423\u043a\u0430\u0437\u0430\u043b, \u0447\u0442\u043e \u0432 \u043c\u0438\u0433\u0440\u0430\u0446\u0438\u0438 \u043d\u0443\u0436\u043d\u043e \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u0442\u0438\u043f \u043f\u043e\u043b\u044f \u043d\u0430 <code>BIGSERIAL<\/code> (\u0430\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 <code>autoIncrement<\/code> \u0434\u043b\u044f PostgreSQL).<\/p>\n<\/li>\n<\/ul>\n<p>\u041f\u0440\u0438 \u044d\u0442\u043e\u043c \u043e\u043d \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u043b <em>\u0437\u0430\u043c\u0435\u043d\u0438\u0442\u044c<\/em> \u0442\u0438\u043f \u0432 \u0443\u0436\u0435 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u043c changeset. \u0412 \u043f\u0440\u043e\u0434\u0435 \u0442\u0430\u043a \u0434\u0435\u043b\u0430\u0442\u044c \u043d\u0435\u043b\u044c\u0437\u044f: \u043d\u0443\u0436\u043d\u043e <strong>\u0441\u043e\u0437\u0434\u0430\u0432\u0430\u0442\u044c \u043d\u043e\u0432\u044b\u0439 changeset<\/strong>, \u0438\u043d\u0430\u0447\u0435 \u043b\u043e\u043c\u0430\u0435\u0442\u0441\u044f \u0438\u0441\u0442\u043e\u0440\u0438\u044f \u043c\u0438\u0433\u0440\u0430\u0446\u0438\u0439. \u0425\u043e\u0442\u0435\u043b\u043e\u0441\u044c \u0431\u044b \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u0447\u0435\u0440\u0435\u0437 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u0443\u044e \u043c\u0438\u0433\u0440\u0430\u0446\u0438\u044e \u0438\u043b\u0438 \u0445\u043e\u0442\u044f \u0431\u044b \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u044f\u0432\u043d\u043e\u0435 \u043f\u0440\u0435\u0434\u0443\u043f\u0440\u0435\u0436\u0434\u0435\u043d\u0438\u0435 \u0432\u0438\u0434\u0430: \u00ab\u0415\u0441\u043b\u0438 \u043c\u0438\u0433\u0440\u0430\u0446\u0438\u044f \u0443\u0436\u0435 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0430, \u0441\u043e\u0437\u0434\u0430\u0439\u0442\u0435 \u043d\u043e\u0432\u044b\u0439 changeset\u00bb.<\/p>\n<h4>Lombok: \u043a\u0430\u043a \u043c\u043d\u043e\u0433\u043e \u0432 \u044d\u0442\u043e\u043c \u0441\u043b\u043e\u0432\u0435 \u0431\u0430\u0433\u043e\u0432<\/h4>\n<p><a class=\"anchor\" name=\"Lombok:%20%D0%BA%D0%B0%D0%BA%20%D0%BC%D0%BD%D0%BE%D0%B3%D0%BE%20%D0%B2%20%D1%8D%D1%82%D0%BE%D0%BC%20%D1%81%D0%BB%D0%BE%D0%B2%D0%B5%20%D0%B1%D0%B0%D0%B3%D0%BE%D0%B2\" id=\"Lombok: \u043a\u0430\u043a \u043c\u043d\u043e\u0433\u043e \u0432 \u044d\u0442\u043e\u043c \u0441\u043b\u043e\u0432\u0435 \u0431\u0430\u0433\u043e\u0432\"><\/a><\/p>\n<p>ChatGPT-4o \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b Lombok, \u043a\u0430\u043a \u044d\u0442\u043e \u0438 \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043b\u043e\u0441\u044c \u043f\u043e \u0422\u0417, \u043d\u043e \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u043e\u043a\u0430\u0437\u0430\u043b\u0430\u0441\u044c \u043a\u043b\u0430\u0441\u0441\u0438\u0447\u0435\u0441\u043a\u0438\u043c \u043f\u0440\u0438\u043c\u0435\u0440\u043e\u043c \u0442\u043e\u0433\u043e, \u043a\u0430\u043a \u00ab\u0443\u0434\u043e\u0431\u0441\u0442\u0432\u043e\u00bb \u043c\u043e\u0436\u0435\u0442 \u043e\u0431\u0435\u0440\u043d\u0443\u0442\u044c\u0441\u044f \u0441\u043a\u0440\u044b\u0442\u044b\u043c\u0438 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430\u043c\u0438.<\/p>\n<h3>\u0418 \u0441\u043d\u043e\u0432\u0430 equals() &amp; hashCode()<\/h3>\n<ul>\n<li>\n<p>\u0414\u043e\u0431\u0430\u0432\u0438\u043b \u0430\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u044e <code>@Data<\/code>, \u043a\u043e\u0442\u043e\u0440\u0430\u044f <strong>\u043f\u043e\u0434 \u043a\u0430\u043f\u043e\u0442\u043e\u043c<\/strong> \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0435\u0442 <code>equals()<\/code> \u0438 <code>hashCode()<\/code> \u0434\u043b\u044f <strong>\u0432\u0441\u0435\u0445<\/strong> \u043f\u043e\u043b\u0435\u0439 \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0438.<\/p>\n<\/li>\n<\/ul>\n<p>\u042d\u0442\u043e \u043d\u0435\u0437\u0430\u043c\u0435\u0442\u043d\u043e \u0441\u043f\u0440\u044f\u0442\u0430\u043b\u043e \u043f\u043e\u0442\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u0443\u044e <strong>\u0440\u0435\u043a\u0443\u0440\u0441\u0438\u044e \u0438 OutOfMemory<\/strong>:<br \/> &#8212; <code>Category.equals()<\/code> \u0441\u0440\u0430\u0432\u043d\u0438\u0432\u0430\u0435\u0442 \u0432\u0441\u0435 \u043f\u043e\u043b\u044f, \u0432\u043a\u043b\u044e\u0447\u0430\u044f \u043a\u043e\u043b\u043b\u0435\u043a\u0446\u0438\u044e <code>operations<\/code>.<br \/> &#8212; \u041a\u0430\u0436\u0434\u0430\u044f <code>Operation<\/code> \u0432 \u044d\u0442\u043e\u0439 \u043a\u043e\u043b\u043b\u0435\u043a\u0446\u0438\u0438, \u0432 \u0441\u0432\u043e\u044e \u043e\u0447\u0435\u0440\u0435\u0434\u044c, \u0441\u0440\u0430\u0432\u043d\u0438\u0432\u0430\u0435\u0442 \u0441\u0432\u043e\u0451 \u043f\u043e\u043b\u0435 <code>category<\/code>.<br \/> &#8212; \u041f\u043e\u043b\u0443\u0447\u0430\u0435\u043c \u0431\u0435\u0441\u043a\u043e\u043d\u0435\u0447\u043d\u044b\u0439 \u0446\u0438\u043a\u043b <code>category \u2192 operations \u2192 category \u2192 ...<\/code> \u0434\u043e \u0438\u0441\u0447\u0435\u0440\u043f\u0430\u043d\u0438\u044f \u043f\u0430\u043c\u044f\u0442\u0438.<\/p>\n<blockquote>\n<p><a href=\"https:\/\/habr.com\/ru\/articles\/886960\/#%D0%9F%D1%80%D0%BE%D0%B1%D0%BB%D0%B5%D0%BC%D0%B0%20%D1%81%20equals()%20&amp;%20hashCode()\" rel=\"noopener noreferrer nofollow\">\u0421\u043c. \u0434\u0435\u0442\u0430\u043b\u044c\u043d\u044b\u0439 \u0440\u0430\u0437\u0431\u043e\u0440 \u0432 \u043f\u0435\u0440\u0432\u043e\u0439 \u0447\u0430\u0441\u0442\u0438 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f.<\/a><\/p>\n<\/blockquote>\n<blockquote>\n<p>\u041e\u0442\u043b\u0430\u0432\u043b\u0438\u0432\u0430\u0442\u044c \u0442\u0430\u043a\u0438\u0435 \u0441\u043b\u0443\u0447\u0430\u0438 \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u043f\u043b\u0430\u0433\u0438\u043d JPA Buddy \u0434\u043b\u044f IntelliJ IDEA: \u043e\u043d \u043f\u043e\u0434\u0441\u0432\u0435\u0447\u0438\u0432\u0430\u0435\u0442 \u043e\u043f\u0430\u0441\u043d\u044b\u0435 Lombok-\u0430\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u0438 \u0438 \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u0430\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u044b \u0438 \u044d\u0442\u043e \u043b\u0438\u0448\u044c \u043c\u0430\u043b\u0435\u043d\u044c\u043a\u0430\u044f \u0447\u0430\u0441\u0442\u044c \u0435\u0433\u043e \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0435\u0439<\/p>\n<\/blockquote>\n<p>\u0427\u0442\u043e\u0431\u044b \u043d\u0435 \u0440\u0430\u0437\u0434\u0443\u0432\u0430\u0442\u044c \u0441\u0442\u0430\u0442\u044c\u044e, \u044f <strong>\u043d\u0435 \u043f\u0440\u043e\u0441\u0438\u043b GPT-4o<\/strong> \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c <code>equals()<\/code> \u0438 <code>hashCode()<\/code>. \u0412\u043c\u0435\u0441\u0442\u043e \u044d\u0442\u043e\u0433\u043e \u044f \u043f\u0440\u043e\u0441\u0442\u043e \u0432\u0437\u044f\u043b \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044e, \u043a\u043e\u0442\u043e\u0440\u0443\u044e \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u043b Claude \u0432 \u0441\u0432\u043e\u0435\u0439 \u0447\u0430\u0441\u0442\u0438 \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0430.<\/p>\n<p>\u041d\u0435\u0431\u043e\u043b\u044c\u0448\u0430\u044f \u043f\u043e\u0434\u0441\u043a\u0430\u0437\u043a\u0430, \u043a\u0430\u043a \u043c\u043e\u0436\u043d\u043e \u0444\u043e\u0440\u043c\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043f\u0440\u043e\u043c\u043f\u0442, \u0447\u0442\u043e\u0431\u044b \u0438\u0437\u0431\u0435\u0436\u0430\u0442\u044c \u044d\u0442\u043e\u0439 \u043e\u0448\u0438\u0431\u043a\u0438:<\/p>\n<pre><code>For JPA entities, do not use @Data. Use @Getter\/@Setter and  @EqualsAndHashCode(onlyExplicitlyIncluded = true) with 'id' as the only included field.  Do not include collections or lazy associations in equals\/hashCode.<\/code><\/pre>\n<p><strong>\u00ab\u041d\u0435\u0438\u0437\u043c\u0435\u043d\u044f\u0435\u043c\u044b\u0435\u00bb \u0438\u0437\u043c\u0435\u043d\u044f\u0435\u043c\u044b\u0435 \u043e\u0431\u044a\u0435\u043a\u0442\u044b<\/strong><\/p>\n<p>GPT-4o \u0442\u0430\u043a\u0436\u0435 \u0434\u043e\u0431\u0430\u0432\u0438\u043b <code>@Builder<\/code> \u2014 \u0438 \u044d\u0442\u043e \u0432\u044b\u0433\u043b\u044f\u0434\u0435\u043b\u043e \u043a\u0430\u043a \u043f\u043b\u044e\u0441: \u0438\u043c\u0443\u0442\u0430\u0431\u0435\u043b\u044c\u043d\u044b\u0439 \u043e\u0431\u044a\u0435\u043a\u0442 \u0432\u0441\u0435\u0433\u0434\u0430 \u043f\u0440\u0435\u0434\u043f\u043e\u0447\u0442\u0438\u0442\u0435\u043b\u044c\u043d\u0435\u0435 \u043c\u0443\u0442\u0430\u0431\u0435\u043b\u044c\u043d\u043e\u0433\u043e, \u043d\u043e \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430 \u0432 \u0442\u043e\u043c, \u0447\u0442\u043e <code>@Data<\/code> \u0432\u043a\u043b\u044e\u0447\u0430\u0435\u0442 \u0432 \u0441\u0435\u0431\u044f <code>@Setter<\/code> \u0434\u043b\u044f \u0432\u0441\u0435\u0445 \u043f\u043e\u043b\u0435\u0439, \u0438 \u043e\u0431\u044a\u0435\u043a\u0442, \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u0439 \u0431\u0438\u043b\u0434\u0435\u0440\u043e\u043c, \u043e\u0441\u0442\u0430\u0451\u0442\u0441\u044f <strong>\u0438\u0437\u043c\u0435\u043d\u044f\u0435\u043c\u044b\u043c<\/strong>. \u041f\u043e\u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043b\u043e\u0436\u043d\u043e\u0435 \u043e\u0449\u0443\u0449\u0435\u043d\u0438\u0435 \u00abimmutability\u00bb, \u0430 \u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e, \u043f\u043e\u0442\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0435 \u0431\u0430\u0433\u0438.<\/p>\n<p>ChatGPT \u0442\u0430\u043a \u0436\u0435 \u043a\u0430\u043a \u0438 \u041a\u043b\u043e\u0434 \u0445\u043e\u0440\u043e\u0448\u043e \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u044e\u0442 \u043a \u0447\u0435\u043c\u0443 \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u0438\u0432\u0435\u0441\u0442\u0438 \u043d\u0435\u043e\u0441\u0442\u043e\u0440\u043e\u0436\u043d\u043e\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 Lombok \u0430\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u0439.<\/p>\n<h4>\u0421\u0432\u044f\u0437\u0438 \u043c\u0435\u0436\u0434\u0443 \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u044f\u043c\u0438<\/h4>\n<p><a class=\"anchor\" name=\"%D0%A1%D0%B2%D1%8F%D0%B7%D0%B8%20%D0%BC%D0%B5%D0%B6%D0%B4%D1%83%20%D1%81%D1%83%D1%89%D0%BD%D0%BE%D1%81%D1%82%D1%8F%D0%BC%D0%B8\" id=\"\u0421\u0432\u044f\u0437\u0438 \u043c\u0435\u0436\u0434\u0443 \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u044f\u043c\u0438\"><\/a><\/p>\n<p>\u041f\u0440\u0438 \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0435\u0439 GPT-4o \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u043b \u0441\u0432\u044f\u0437\u0438 \u043c\u0435\u0436\u0434\u0443 <code>Category<\/code> \u0438 <code>Operation<\/code> \u0441 <strong>\u043a\u0430\u0441\u043a\u0430\u0434\u043d\u044b\u043c \u0443\u0434\u0430\u043b\u0435\u043d\u0438\u0435\u043c \u0432\u0441\u0435\u0445 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439<\/strong> \u0438 <code>orphanRemoval = true<\/code>. \u0414\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u2014 \u0432\u043a\u043b\u044e\u0447\u0438\u043b <strong>EAGER-\u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0443<\/strong> \u043a\u043e\u043b\u043b\u0435\u043a\u0446\u0438\u0439.<\/p>\n<p><strong>\u041f\u043e\u0447\u0435\u043c\u0443 \u043a\u0430\u0441\u043a\u0430\u0434\u043d\u043e\u0435 \u0443\u0434\u0430\u043b\u0435\u043d\u0438\u0435 \u2014 \u044d\u0442\u043e \u0440\u0438\u0441\u043a<\/strong><\/p>\n<ol>\n<li>\n<p><strong>\u0421\u043a\u0440\u044b\u0442\u0430\u044f \u043b\u043e\u0433\u0438\u043a\u0430 \u0443\u0434\u0430\u043b\u0435\u043d\u0438\u044f<\/strong><br \/> \u041e\u0434\u043d\u043e \u0443\u0434\u0430\u043b\u0435\u043d\u0438\u0435 \u0440\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u0441\u043a\u043e\u0439 \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0438 \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u0432\u043b\u0435\u0447\u044c \u0437\u0430 \u0441\u043e\u0431\u043e\u0439 \u0443\u0434\u0430\u043b\u0435\u043d\u0438\u0435 \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u0430 \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0445 \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432, \u0438 \u044d\u0442\u043e \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442\u044c \u00ab\u043c\u043e\u043b\u0447\u0430\u00bb.<\/p>\n<\/li>\n<li>\n<p><strong>\u0420\u0438\u0441\u043a \u043f\u043e\u0442\u0435\u0440\u0438 \u0434\u0430\u043d\u043d\u044b\u0445<\/strong><br \/> \u041e\u0448\u0438\u0431\u043a\u0430 \u0432 \u043b\u043e\u0433\u0438\u043a\u0435 \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u044c\u044e \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u0438\u0432\u0435\u0441\u0442\u0438 \u043a \u043d\u0435\u043e\u0431\u0440\u0430\u0442\u0438\u043c\u043e\u043c\u0443 \u0443\u0434\u0430\u043b\u0435\u043d\u0438\u044e \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438, \u043a\u043e\u0442\u043e\u0440\u0443\u044e \u0443\u0434\u0430\u043b\u044f\u0442\u044c \u043d\u0435 \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u043b\u043e\u0441\u044c.<\/p>\n<\/li>\n<li>\n<p><strong>\u041f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u0441 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c\u044e<\/strong><br \/> \u041a\u0430\u0441\u043a\u0430\u0434\u043d\u043e\u0435 \u0443\u0434\u0430\u043b\u0435\u043d\u0438\u0435 \u043c\u043e\u0436\u0435\u0442 \u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0434\u0435\u0441\u044f\u0442\u043a\u0438 \u0438\u043b\u0438 \u0441\u043e\u0442\u043d\u0438 SQL-\u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432, \u043b\u0435\u0433\u043a\u043e \u043f\u0440\u0438\u0432\u0435\u0441\u0442\u0438 \u043a N+1 \u0438\u043b\u0438 \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0435 \u0431\u043e\u043b\u044c\u0448\u043e\u0433\u043e \u043e\u0431\u044a\u0451\u043c\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 \u043f\u0430\u043c\u044f\u0442\u044c.<\/p>\n<\/li>\n<li>\n<p><strong>Orphan removal<\/strong><br \/> <code>orphanRemoval = true<\/code> \u043e\u0437\u043d\u0430\u0447\u0430\u0435\u0442, \u0447\u0442\u043e \u043b\u044e\u0431\u0430\u044f \u043f\u043e\u0442\u0435\u0440\u044f \u0441\u0441\u044b\u043b\u043a\u0438 \u0438\u0437 \u0440\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u0441\u043a\u043e\u0439 \u043a\u043e\u043b\u043b\u0435\u043a\u0446\u0438\u0438 \u043f\u0440\u0438\u0432\u043e\u0434\u0438\u0442 \u043a \u0443\u0434\u0430\u043b\u0435\u043d\u0438\u044e \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0438. \u042d\u0442\u043e \u043c\u043e\u0436\u0435\u0442 \u0432\u044b\u0437\u0432\u0430\u0442\u044c \u0443\u0434\u0430\u043b\u0435\u043d\u0438\u0435 \u043e\u0431\u044a\u0435\u043a\u0442\u0430, \u0435\u0441\u043b\u0438, \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u043f\u0440\u043e\u0441\u0442\u043e \u043e\u0431\u043d\u043e\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043a\u043e\u043b\u043b\u0435\u043a\u0446\u0438\u044f.<\/p>\n<\/li>\n<li>\n<p><strong>EAGER-\u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0430 \u043a\u043e\u043b\u043b\u0435\u043a\u0446\u0438\u0439<\/strong><br \/> \u041f\u0440\u0438\u0432\u043e\u0434\u0438\u0442 \u043a \u0442\u043e\u043c\u0443, \u0447\u0442\u043e \u0432\u0441\u0435 \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 \u0431\u0443\u0434\u0443\u0442 \u043f\u043e\u0434\u0433\u0440\u0443\u0436\u0435\u043d\u044b \u0432 \u043f\u0430\u043c\u044f\u0442\u044c \u0441\u0440\u0430\u0437\u0443, \u0434\u0430\u0436\u0435 \u0435\u0441\u043b\u0438 \u043e\u043d\u0438 \u043d\u0435 \u043d\u0443\u0436\u043d\u044b \u0432 \u0442\u0435\u043a\u0443\u0449\u0435\u043c \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0438.<br \/> <a href=\"https:\/\/habr.com\/ru\/articles\/886960\/#%D0%9E%D1%88%D0%B8%D0%B1%D0%BA%D0%B0%20%D1%81%20EAGER-%D0%B7%D0%B0%D0%B3%D1%80%D1%83%D0%B7%D0%BA%D0%BE%D0%B9\" rel=\"noopener noreferrer nofollow\">\u0412 \u043f\u0435\u0440\u0432\u043e\u0439 \u0447\u0430\u0441\u0442\u0438 \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e \u0440\u0430\u0437\u0431\u0438\u0440\u0430\u043b, \u043f\u043e\u0447\u0435\u043c\u0443 \u044d\u0442\u043e \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430.<\/a><\/p>\n<\/li>\n<\/ol>\n<h4>\u0420\u0430\u0441\u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0435\u0439<\/h4>\n<p>GPT-4o \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u043b \u0445\u0440\u0430\u043d\u0438\u0442\u044c \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0438 \u0432 \u043f\u0430\u043a\u0435\u0442\u0435 <code>model<\/code>. \u0417\u0434\u0435\u0441\u044c \u0441\u043a\u0440\u044b\u0432\u0430\u0435\u0442\u0441\u044f \u043d\u044e\u0430\u043d\u0441. \u0412 \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0445 \u043f\u0440\u043e\u0435\u043a\u0442\u0430\u0445 JPA-\u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0438 \u043e\u0431\u044b\u0447\u043d\u043e \u043d\u0435 \u043f\u043e\u0434\u043d\u0438\u043c\u0430\u044e\u0442\u0441\u044f \u0432\u044b\u0448\u0435 \u0443\u0440\u043e\u0432\u043d\u044f DAO\/\u0440\u0435\u043f\u043e\u0437\u0438\u0442\u043e\u0440\u0438\u0435\u0432. \u041d\u0430 \u0431\u0438\u0437\u043d\u0435\u0441-\u0441\u043b\u043e\u0439 \u043e\u043d\u0438 \u043c\u0430\u043f\u044f\u0442\u0441\u044f \u0432 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438. \u0422\u0430\u043a\u043e\u0439 \u043f\u043e\u0434\u0445\u043e\u0434 \u043e\u0442\u0434\u0435\u043b\u044f\u0435\u0442 \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u044c \u043e\u0442 \u0431\u0438\u0437\u043d\u0435\u0441-\u043b\u043e\u0433\u0438\u043a\u0438 \u0438 \u0441\u043d\u0438\u0436\u0430\u0435\u0442 \u0440\u0438\u0441\u043a <code>LazyInitializationException<\/code>, \u0442.\u043a. \u0440\u0430\u0431\u043e\u0442\u0430 \u0441 \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u044c\u044e \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442 \u0432\u043d\u0443\u0442\u0440\u0438 \u0442\u0440\u0430\u043d\u0437\u0430\u043a\u0446\u0438\u0438:<\/p>\n<p><strong>\u0420\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0443\u0435\u043c\u044b\u0435 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u044b:<\/strong> <code>domain.entity<\/code> \u0438\u043b\u0438 \u043f\u0440\u043e\u0441\u0442\u043e <code>entity<\/code>.<\/p>\n<h4>\u041d\u0430\u0437\u0432\u0430\u043d\u0438\u044f \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445<\/h4>\n<p>GPT-4o \u0434\u043e\u0431\u0430\u0432\u0438\u043b \u043f\u0440\u0435\u0444\u0438\u043a\u0441\u044b \u0434\u043b\u044f \u0432\u0441\u0435\u0445 \u0441\u0432\u043e\u0439\u0441\u0442\u0432 (<code>categoryId<\/code>, <code>categoryName<\/code>, <code>operationDescription<\/code> \u0438 \u0442.\u0434.).<\/p>\n<p>\u0412\u0430\u0440\u0438\u0430\u043d\u0442 GPT-4o:<\/p>\n<pre><code class=\"java\">var category = categoryService.getCategoryById(id); foo(category.getCategoryId()); bar(category.getCategoryName());<\/code><\/pre>\n<p>\u041c\u043e\u0439 \u0432\u0430\u0440\u0438\u0430\u043d\u0442:<\/p>\n<pre><code class=\"java\">var category = categoryService.getCategoryById(id); foo(category.getId()); bar(category.getName());<\/code><\/pre>\n<p>\u0412\u043a\u0443\u0441\u043e\u0432\u0449\u0438\u043d\u0430? \u0411\u0435\u0437\u0443\u0441\u043b\u043e\u0432\u043d\u043e. \u041e\u0442\u043a\u0430\u0437\u044b\u0432\u0430\u044e\u0441\u044c \u043b\u0438 \u044f \u043e\u0442 \u0441\u0432\u043e\u0435\u0439 \u043f\u0440\u0435\u0442\u0435\u043d\u0437\u0438\u0438? \u041a\u043e\u043d\u0435\u0447\u043d\u043e \u0436\u0435 \u043d\u0435\u0442.<\/p>\n<p>\u0418\u0437 \u043f\u043e\u043b\u043e\u0436\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u043c\u043e\u0433\u0443 \u043e\u0442\u043c\u0435\u0442\u0438\u0442\u044c, \u0447\u0442\u043e GPT-4o \u043d\u0435 \u043f\u0435\u0440\u0435\u043f\u0443\u0442\u0430\u043b \u0438\u043c\u0435\u043d\u0430 \u043a\u043e\u043b\u043e\u043d\u043e\u043a \u0438 \u0441\u043e\u0445\u0440\u0430\u043d\u0438\u043b \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u0441\u0445\u0435\u043c\u044b \u2014 \u0437\u043d\u0430\u0447\u0438\u0442, \u043c\u043e\u0434\u0435\u043b\u044c \u043f\u043e\u043c\u043d\u0438\u043b\u0430 \u0438\u0441\u0445\u043e\u0434\u043d\u0443\u044e \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u0411\u0414 (\u0432 \u043e\u0442\u043b\u0438\u0447\u0438\u0435 \u043e\u0442 \u041a\u043b\u043e\u0434\u0430).<\/p>\n<h4>\u0420\u0443\u0447\u043d\u044b\u0435 \u0438\u0441\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f<\/h4>\n<p>\u042d\u0442\u0443 \u0447\u0430\u0441\u0442\u044c \u044f \u0441\u0434\u0435\u043b\u0430\u043b \u0431\u0435\u0437 \u043f\u043e\u043c\u043e\u0449\u0438 ChatGPT \u2014 \u043e\u043f\u0438\u0441\u0430\u043d\u043d\u044b\u0435 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u0441\u043b\u0438\u0448\u043a\u043e\u043c \u043b\u0435\u0433\u043a\u043e \u043f\u0440\u0430\u0432\u044f\u0442\u0441\u044f, \u0430 \u043e\u0431\u044a\u044f\u0441\u043d\u044f\u0442\u044c \u0438\u0445 LLM \u0437\u0430\u043d\u044f\u043b\u043e \u0431\u044b \u0431\u043e\u043b\u044c\u0448\u0435 \u0432\u0440\u0435\u043c\u0435\u043d\u0438, \u0447\u0435\u043c \u0444\u0438\u043a\u0441\u044b:<\/p>\n<ul>\n<li>\n<p>\u0418\u0441\u043f\u0440\u0430\u0432\u0438\u043b \u0441\u0432\u044f\u0437\u044c <code>@OneToMany<\/code> \u0432 <code>Category<\/code> \u0411\u044b\u043b\u043e:<\/p>\n<\/li>\n<\/ul>\n<pre><code>@OneToMany(mappedBy = \"category\", cascade = CascadeType.ALL, orphanRemoval = true)<\/code><\/pre>\n<p>\u0421\u0442\u0430\u043b\u043e:<\/p>\n<pre><code>@OneToMany(mappedBy = \"category\")<\/code><\/pre>\n<ul>\n<li>\n<p>\u041f\u0430\u043a\u0435\u0442 \u0434\u043b\u044f \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0435\u0439 \u0411\u044b\u043b\u043e: <code>com.example.openai.chatgpt.model<\/code> \u0421\u0442\u0430\u043b\u043e: <code>com.example.openai.chatgpt.entity<\/code><\/p>\n<\/li>\n<\/ul>\n<blockquote>\n<p><strong>\u041f\u0420 \u0441 \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u044f\u043c\u0438<\/strong><br \/><a href=\"https:\/\/github.com\/nzinovev\/open-ai-chatgpt\/pull\/2\" rel=\"noopener noreferrer nofollow\">https:\/\/github.com\/nzinovev\/open-ai-chatgpt\/pull\/2<\/a><\/p>\n<\/blockquote>\n<p>\u041f\u0435\u0440\u0435\u0445\u043e\u0434\u0438\u043c \u043a \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044e CRUD \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439.<\/p>\n<h3>\u041f\u0438\u0448\u0435\u043c CREATE-\u043b\u043e\u0433\u0438\u043a\u0443<\/h3>\n<p><a class=\"anchor\" name=\"%D0%9F%D0%B8%D1%88%D0%B5%D0%BC%20CREATE-%D0%BB%D0%BE%D0%B3%D0%B8%D0%BA%D1%83\" id=\"\u041f\u0438\u0448\u0435\u043c CREATE-\u043b\u043e\u0433\u0438\u043a\u0443\"><\/a><\/p>\n<p>\u0412 \u043f\u0435\u0440\u0432\u043e\u0439 \u0447\u0430\u0441\u0442\u0438 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u0441 Claude \u044f \u0443\u0436\u0435 \u0443\u0431\u0435\u0434\u0438\u043b\u0441\u044f, \u0447\u0442\u043e \u043b\u0443\u0447\u0448\u0435 \u0432\u0441\u0435\u0433\u043e \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u044b\u0432\u0430\u0442\u044c CRUD \u043f\u043e \u043e\u0434\u043d\u043e\u0439 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 \u0437\u0430 \u0440\u0430\u0437 \u2014 \u0442\u0430\u043a \u043b\u0435\u0433\u0447\u0435 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u043a\u043e\u0434\u0430 \u0438 \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u043c.<\/p>\n<p>\u0417\u0430\u0434\u0430\u0447\u0430 \u043f\u0440\u0435\u0436\u043d\u044f\u044f: <strong>\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u043c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u043e \u043f\u0440\u043e\u0441\u0442\u043e\u0439 \u043f\u0440\u043e\u043c\u043f\u0442 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u043c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u043e \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442<\/strong>.<\/p>\n<pre><code>Write a CREATE logic for the Operation entity (Controller - Service - DAO).  In the first iteration, skip validation of all fields.<\/code><\/pre>\n<details class=\"spoiler\">\n<summary>\u041e\u0442\u0432\u0435\u0442 GPT-4o<\/summary>\n<div class=\"spoiler__content\">\n<p>Great! Below is a clean, layered implementation of the <strong>CREATE operation for the <\/strong><code><strong>Operation<\/strong><\/code><strong> entity<\/strong> using:<\/p>\n<ul>\n<li>\n<p><strong>Controller<\/strong> (<code>OperationController<\/code>)<\/p>\n<\/li>\n<li>\n<p><strong>Service<\/strong> (<code>OperationService<\/code>)<\/p>\n<\/li>\n<li>\n<p><strong>Repository<\/strong> (<code>OperationRepository<\/code>)<\/p>\n<\/li>\n<li>\n<p><strong>DTOs<\/strong> (<code>CreateOperationRequest<\/code>)<\/p>\n<\/li>\n<li>\n<p><strong>Mapping logic<\/strong> (simple manual mapping)<\/p>\n<\/li>\n<\/ul>\n<p>This implementation <strong>skips field validation<\/strong> (as requested) and assumes that the <code>category_id<\/code> provided in the request already exists.<\/p>\n<h3>\u2705 Recommended Package Structure<\/h3>\n<pre><code>com.yourcompany.yourapp \u251c\u2500\u2500 controller \u2502   \u2514\u2500\u2500 OperationController.java \u251c\u2500\u2500 service \u2502   \u2514\u2500\u2500 OperationService.java \u251c\u2500\u2500 repository \u2502   \u2514\u2500\u2500 OperationRepository.java \u251c\u2500\u2500 dto \u2502   \u2514\u2500\u2500 CreateOperationRequest.java \u251c\u2500\u2500 model \u2502   \u2514\u2500\u2500 Operation.java \u2502   \u2514\u2500\u2500 Category.java \u2502   \u2514\u2500\u2500 OperationType.java <\/code><\/pre>\n<h3>\ud83d\udce5 CreateOperationRequest.java<\/h3>\n<pre><code class=\"java\">package com.yourcompany.yourapp.dto;  import com.yourcompany.yourapp.model.OperationType; import lombok.*;  import java.math.BigDecimal;  @Data @NoArgsConstructor @AllArgsConstructor @Builder public class CreateOperationRequest {     private String operationPublicId;     private String operationName;     private BigDecimal operationAmount;     private OperationType operationType;     private Long categoryId; } <\/code><\/pre>\n<h3>\ud83d\udcc1 OperationRepository.java<\/h3>\n<pre><code class=\"java\">package com.yourcompany.yourapp.repository;  import com.yourcompany.yourapp.model.Operation; import org.springframework.data.jpa.repository.JpaRepository;  public interface OperationRepository extends JpaRepository { } <\/code><\/pre>\n<h3>\ud83d\udcc1 CategoryRepository.java<\/h3>\n<pre><code class=\"java\">package com.yourcompany.yourapp.repository;  import com.yourcompany.yourapp.model.Category; import org.springframework.data.jpa.repository.JpaRepository;  public interface CategoryRepository extends JpaRepository { } <\/code><\/pre>\n<h3>\ud83d\udcbc OperationService.java<\/h3>\n<pre><code class=\"java\">package com.yourcompany.yourapp.service;  import com.yourcompany.yourapp.dto.CreateOperationRequest; import com.yourcompany.yourapp.model.Category; import com.yourcompany.yourapp.model.Operation; import com.yourcompany.yourapp.repository.CategoryRepository; import com.yourcompany.yourapp.repository.OperationRepository; import lombok.RequiredArgsConstructor; import org.springframework.stereotype.Service;  @Service @RequiredArgsConstructor public class OperationService {      private final OperationRepository operationRepository;     private final CategoryRepository categoryRepository;      public Operation createOperation(CreateOperationRequest request) {         Category category = categoryRepository.findById(request.getCategoryId())                 .orElseThrow(() -&amp;gt; new RuntimeException(\"Category not found\"));          Operation operation = Operation.builder()                 .operationId(System.currentTimeMillis()) \/\/ Temporary ID generator; replace in production                 .operationPublicId(request.getOperationPublicId())                 .operationName(request.getOperationName())                 .operationAmount(request.getOperationAmount())                 .operationType(request.getOperationType())                 .category(category)                 .build();          return operationRepository.save(operation);     } } <\/code><\/pre>\n<h3>\ud83c\udf10 OperationController.java<\/h3>\n<pre><code class=\"java\">package com.yourcompany.yourapp.controller;  import com.yourcompany.yourapp.dto.CreateOperationRequest; import com.yourcompany.yourapp.model.Operation; import com.yourcompany.yourapp.service.OperationService; import lombok.RequiredArgsConstructor; import org.springframework.http.ResponseEntity; import org.springframework.web.bind.annotation.*;  @RestController @RequestMapping(\"\/api\/operations\") @RequiredArgsConstructor public class OperationController {      private final OperationService operationService;      @PostMapping     public ResponseEntity createOperation(@RequestBody CreateOperationRequest request) {         Operation created = operationService.createOperation(request);         return ResponseEntity.ok(created);     } } <\/code><\/pre>\n<h3>\ud83e\uddea Example POST Request<\/h3>\n<p><strong>Endpoint:<\/strong> <code>POST \/api\/operations<\/code><br \/> <strong>Content-Type:<\/strong> <code>application\/json<\/code><\/p>\n<pre><code class=\"json\">{   \"operationPublicId\": \"abc-123\",   \"operationName\": \"Initial Deposit\",   \"operationAmount\": 1000.00,   \"operationType\": \"DEPOSIT\",   \"categoryId\": 1 } <\/code><\/pre>\n<h3>\ud83d\udd04 Next Steps (Optional)<\/h3>\n<p>Let me know if you&#8217;d like to:<\/p>\n<ul>\n<li>\n<p>Add field validations.<\/p>\n<\/li>\n<li>\n<p>Replace manual ID generation with auto-increment or sequence.<\/p>\n<\/li>\n<li>\n<p>Implement exception handling (custom errors, validation messages).<\/p>\n<\/li>\n<li>\n<p>Return a DTO instead of full entity.<\/p>\n<\/li>\n<\/ul>\n<p>Would you like to proceed with any of these enhancements?<\/p>\n<\/div>\n<\/details>\n<h4>\u041f\u0435\u0440\u0432\u044b\u0435 \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f<\/h4>\n<p>\u0421\u0440\u0430\u0437\u0443 \u0431\u0440\u043e\u0441\u0438\u043b\u043e\u0441\u044c \u0432 \u0433\u043b\u0430\u0437\u0430: \u043d\u0438 Claude, \u043d\u0438 GPT-4o \u043d\u0435 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u043b\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c <code><strong>record<\/strong><\/code>-\u043a\u043b\u0430\u0441\u0441\u044b \u0434\u043b\u044f DTO, \u0445\u043e\u0442\u044f \u0432 \u043d\u0430\u0447\u0430\u043b\u044c\u043d\u043e\u043c \u043f\u0440\u043e\u043c\u043f\u0442\u0435 \u044f \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u043b Java 21+. \u0412\u0438\u0434\u0438\u043c\u043e, \u043f\u043e\u043a\u0430 \u044d\u0442\u0430 \u043f\u0440\u0438\u0432\u044b\u0447\u043a\u0430 \u0443 LLM \u043d\u0435 \u0441\u0444\u043e\u0440\u043c\u0438\u0440\u043e\u0432\u0430\u043b\u0430\u0441\u044c.<\/p>\n<h4>CreateOperationRequest: \u0438\u0437\u0431\u044b\u0442\u043e\u0447\u043d\u044b\u0439 Lombok<\/h4>\n<p>GPT-4o \u0441\u043d\u043e\u0432\u0430 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u00ab\u043a\u043e\u043c\u0431\u043e\u00bb <code>@Data + @Builder<\/code>, \u0440\u0430\u0437\u0440\u0443\u0448\u0430\u044f \u0438\u0434\u0435\u044e \u0431\u0438\u043b\u0434\u0435\u0440\u0430. \u041f\u043b\u044e\u0441 \u2014 <code>@NoArgsConstructor<\/code> \u0438 <code>@AllArgsConstructor<\/code> \u0432\u043f\u0440\u0438\u0434\u0430\u0447\u0443. \u042d\u0442\u043e \u043d\u0435 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f, \u0430 \u0438\u0437\u0431\u044b\u0442\u043e\u0447\u043d\u043e\u0435 \u043d\u0430\u0433\u0440\u043e\u043c\u043e\u0436\u0434\u0435\u043d\u0438\u0435 \u0430\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u0439.<\/p>\n<p>\u0410\u043d\u0430\u043b\u043e\u0433\u0438\u0447\u043d\u043e Claude, GPT-4o \u043d\u0435 \u0434\u043e\u0431\u0430\u0432\u0438\u043b <code>@JsonProperty<\/code> \u0434\u043b\u044f DTO-\u043c\u043e\u0434\u0435\u043b\u0435\u0439, \u0434\u0435\u043b\u0430\u044f API \u0431\u043e\u043b\u0435\u0435 \u0445\u0440\u0443\u043f\u043a\u0438\u043c (\u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u044c \u043e\u0442 \u0438\u043c\u0451\u043d \u043f\u043e\u043b\u0435\u0439 \u043d\u0430 \u0441\u0442\u043e\u0440\u043e\u043d\u0435 Java).<\/p>\n<h4>\u0412\u043d\u0435\u0448\u043d\u0438\u0439 ID \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 \u0432 \u0437\u0430\u043f\u0440\u043e\u0441\u0435<\/h4>\n<p>GPT-4o \u043f\u043e\u0441\u0442\u0440\u043e\u0438\u043b \u043b\u043e\u0433\u0438\u043a\u0443 \u0442\u0430\u043a\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c, \u0447\u0442\u043e <strong>\u043a\u043b\u0438\u0435\u043d\u0442 \u043f\u0440\u0438\u0441\u044b\u043b\u0430\u0435\u0442 \u0432\u043d\u0435\u0448\u043d\u0438\u0439 ID \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438<\/strong>, \u043a\u043e\u0442\u043e\u0440\u0430\u044f <strong>\u0441\u043e\u0437\u0434\u0430\u0451\u0442\u0441\u044f \u043d\u0430 \u0431\u044d\u043a\u0435\u043d\u0434\u0435<\/strong>. \u042d\u0442\u043e \u0432 \u043a\u043e\u0440\u043d\u0435 \u043d\u0430\u0440\u0443\u0448\u0430\u0435\u0442 \u043f\u0440\u0438\u043d\u0446\u0438\u043f \u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u0438\u044f \u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0441\u0442\u0438:<\/p>\n<ul>\n<li>\n<p>\u0410\u043b\u0433\u043e\u0440\u0438\u0442\u043c \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 \u043f\u0443\u0431\u043b\u0438\u0447\u043d\u044b\u0445 ID \u2014 <strong>\u0437\u043e\u043d\u0430 \u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0441\u0442\u0438 \u0441\u0435\u0440\u0432\u0435\u0440\u0430<\/strong>, \u0430 \u043d\u0435 \u043a\u043b\u0438\u0435\u043d\u0442\u0430.<\/p>\n<\/li>\n<li>\n<p>\u041f\u0435\u0440\u0435\u0434\u0430\u0447\u0430 \u0442\u0430\u043a\u0438\u0445 ID \u043a\u043b\u0438\u0435\u043d\u0442\u043e\u043c \u0434\u0430\u0451\u0442 \u043b\u0438\u0448\u043d\u044e\u044e \u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0441\u0442\u0432\u043e \u0434\u043b\u044f \u043f\u043e\u0442\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0445 \u0431\u0430\u0433\u043e\u0432 \u0438 \u0437\u043b\u043e\u0443\u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u0439.<\/p>\n<\/li>\n<\/ul>\n<h4>\u0412\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0438\u0435 ID \u0432 \u0437\u0430\u043f\u0440\u043e\u0441\u0435<\/h4>\n<p>\u041e\u043f\u0435\u0440\u0430\u0446\u0438\u044f \u0441\u0432\u044f\u0437\u0430\u043d\u0430 \u0441 \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0438\u0435\u0439, \u043d\u043e \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u0442\u044c \u043e\u0442 \u043a\u043b\u0438\u0435\u043d\u0442\u0430 <strong>ID \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0438\u0438<\/strong> \u0432 \u0437\u0430\u043f\u0440\u043e\u0441\u0435 \u2014 \u0441\u043e\u043c\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u0430\u044f \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0430:<\/p>\n<ul>\n<li>\n<p>\u041a\u043b\u0438\u0435\u043d\u0442\u0443 \u0432 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0435 \u0441\u043b\u0443\u0447\u0430\u0435\u0432 \u043d\u0435 \u043d\u0443\u0436\u043d\u044b \u0432\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0438\u0435 ID.<\/p>\n<\/li>\n<li>\n<p>\u041b\u043e\u0433\u0438\u0447\u043d\u0435\u0435 \u043f\u0435\u0440\u0435\u0434\u0430\u0432\u0430\u0442\u044c <strong>\u0438\u043c\u044f \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0438\u0438<\/strong>, \u0430 \u043d\u0430 \u0441\u0435\u0440\u0432\u0435\u0440\u0435 \u043c\u0430\u043f\u043f\u0438\u0442\u044c \u0435\u0433\u043e \u043d\u0430 ID. \u042d\u0442\u043e \u0441\u043d\u0438\u0436\u0430\u0435\u0442 \u0441\u0432\u044f\u0437\u043d\u043e\u0441\u0442\u044c \u0438 \u0443\u043f\u0440\u043e\u0449\u0430\u0435\u0442 API.<\/p>\n<\/li>\n<\/ul>\n<h4>OperationService: \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0438 \u0432 API<\/h4>\n<p><a class=\"anchor\" name=\"OperationService:%20%D1%81%D1%83%D1%89%D0%BD%D0%BE%D1%81%D1%82%D0%B8%20%D0%B2%20API\" id=\"OperationService: \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0438 \u0432 API\"><\/a><\/p>\n<p>GPT-4o \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 \u043d\u0430\u0440\u0443\u0436\u0443 <strong>JPA-\u0441\u0443\u0449\u043d\u043e\u0441\u0442\u044c <\/strong><code><strong>Operation<\/strong><\/code>. \u042d\u0442\u043e \u0441\u0440\u0430\u0437\u0443 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043e\u0448\u0438\u0431\u043e\u043a:<\/p>\n<ol>\n<li>\n<p><strong>\u0410\u043d\u0442\u0438\u043f\u0430\u0442\u0442\u0435\u0440\u043d<\/strong> \u2014 \u043f\u0440\u0438\u0443\u0447\u0430\u0435\u0442 \u043d\u0435\u043e\u043f\u044b\u0442\u043d\u044b\u0445 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432 \u043e\u0442\u0434\u0430\u0432\u0430\u0442\u044c \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0438 \u043f\u0440\u044f\u043c\u043e \u0432 API.<\/p>\n<\/li>\n<li>\n<p><code>Operation<\/code> \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 <code>ManyToOne<\/code>-\u0441\u0432\u044f\u0437\u044c. \u0415\u0441\u043b\u0438 \u043e\u043d\u0430 LAZY, \u0434\u043e\u0441\u0442\u0443\u043f \u043a \u043f\u043e\u043b\u044f\u043c \u0432\u043d\u0435 \u0442\u0440\u0430\u043d\u0437\u0430\u043a\u0446\u0438\u0438 \u043f\u0440\u0438\u0432\u0435\u0434\u0451\u0442 \u043a <code>LazyInitializationException<\/code>.<\/p>\n<\/li>\n<li>\n<p>\u0415\u0441\u043b\u0438 \u0441\u0432\u044f\u0437\u044c \u0432 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u0438 EAGER \u0431\u0443\u0434\u0435\u0442 \u0432 \u0431\u0443\u0434\u0443\u0449\u0435\u043c \u0437\u0430\u043c\u0435\u043d\u0435\u043d\u0430 \u043d\u0430 LAZY, \u0432 \u0431\u0443\u0434\u0443\u0449\u0435\u043c \u043c\u043e\u0436\u0435\u0442 \u0432\u043d\u0435\u0437\u0430\u043f\u043d\u043e \u0443\u0440\u043e\u043d\u0438\u0442\u044c \u043f\u0440\u043e\u0434.<\/p>\n<\/li>\n<li>\n<p>\u041c\u044b \u0440\u0430\u0441\u043a\u0440\u044b\u0432\u0430\u0435\u043c \u043a\u043b\u0438\u0435\u043d\u0442\u0443 <strong>\u0432\u0441\u0435 \u043f\u043e\u043b\u044f \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0438<\/strong>, \u0432\u043a\u043b\u044e\u0447\u0430\u044f \u0432\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0438\u0435 ID \u0438 \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0435 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b. (\u041e\u0442\u0434\u0430\u0451\u043c \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u044c \u0432\u043c\u0435\u0441\u0442\u043e DTO)<\/p>\n<\/li>\n<li>\n<p>\u0418\u0437-\u0437\u0430 \u0432\u043a\u043b\u044e\u0447\u0451\u043d\u043d\u043e\u0433\u043e \u043f\u043e \u0443\u043c\u043e\u043b\u0447\u0430\u043d\u0438\u044e \u0432 <a href=\"https:\/\/www.baeldung.com\/spring-open-session-in-view\" rel=\"noopener noreferrer nofollow\">Spring OSIV (Open Session in View)<\/a> \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430 \u0441 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0435\u043d\u0438\u0435\u043c \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0438 \u0432 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u043b\u0435\u0440\u0435 \u0437\u0430\u043c\u0430\u0441\u043a\u0438\u0440\u043e\u0432\u0430\u043d\u0430: \u0441\u0435\u0440\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u0432 JSON \u043f\u043e\u0434\u0442\u044f\u043d\u0435\u0442 \u0434\u0430\u043d\u043d\u044b\u0435 \u0438\u0437 \u0411\u0414 \u043d\u0430 \u043b\u0435\u0442\u0443, \u0442.\u043a. Hibernate \u0441\u0435\u0441\u0441\u0438\u044f \u0435\u0449\u0451 \u043e\u0442\u043a\u0440\u044b\u0442\u0430, \u043d\u043e \u043f\u0440\u0438 \u043e\u0442\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0438 OSIV \u044d\u0442\u043e \u0442\u0430\u043a\u0436\u0435 \u043f\u0440\u0438\u0432\u0435\u0434\u0451\u0442 \u043a \u043d\u0435\u043e\u0436\u0438\u0434\u0430\u043d\u043d\u044b\u043c \u043f\u0430\u0434\u0435\u043d\u0438\u044f \u0432 \u0431\u043e\u0435\u0432\u043e\u0439 \u0441\u0440\u0435\u0434\u0435.<\/p>\n<\/li>\n<\/ol>\n<h4>\u0412\u0440\u0435\u043c\u0435\u043d\u043d\u0430\u044f \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f ID<\/h4>\n<p>\u042d\u0442\u043e \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e \u0441\u0442\u0440\u0430\u043d\u043d\u043e: \u0432 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0435\u043c \u0448\u0430\u0433\u0435 GPT-4o \u0443\u0436\u0435 \u0438\u0441\u043f\u0440\u0430\u0432\u043b\u044f\u043b \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u044e \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 ID, \u043d\u043e \u0432 \u0441\u0435\u0440\u0432\u0438\u0441\u0435 \u0437\u0430\u0447\u0435\u043c-\u0442\u043e \u0434\u043e\u0431\u0430\u0432\u0438\u043b \u00ab\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0435\u00bb ID \u0432\u0440\u0443\u0447\u043d\u0443\u044e. Hibernate \u0438 PostgreSQL \u043f\u0440\u0435\u043a\u0440\u0430\u0441\u043d\u043e \u0441\u043f\u0440\u0430\u0432\u0438\u043b\u0438\u0441\u044c \u0431\u044b \u0441\u0430\u043c\u0438.<\/p>\n<p>\u0412 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0435 CREATE-\u043b\u043e\u0433\u0438\u043a\u0430 \u0432 \u0442\u0435\u043a\u0443\u0449\u0435\u043c \u0432\u0438\u0434\u0435 <strong>\u043d\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442<\/strong>.<\/p>\n<h4>RuntimeException \u0434\u043b\u044f \u043e\u0448\u0438\u0431\u043e\u043a \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f<\/h4>\n<p>GPT-4o \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0435\u0442 \u0441\u043b\u0443\u0447\u0430\u0439 \u00ab\u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0438\u044f \u043d\u0435 \u043d\u0430\u0439\u0434\u0435\u043d\u0430\u00bb, \u043d\u043e \u0432\u044b\u0431\u0440\u0430\u0441\u044b\u0432\u0430\u0435\u0442 \u0433\u043e\u043b\u044b\u0439 <code>RuntimeException<\/code>. \u0412 \u0431\u0443\u0434\u0443\u0449\u0435\u043c, \u043f\u0440\u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0438 <code>GlobalExceptionHandler<\/code>, \u044d\u0442\u043e \u0438\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435 \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u0442\u0435\u0440\u044f\u0442\u044c\u0441\u044f, \u0438 \u043a\u043b\u0438\u0435\u043d\u0442 \u043f\u043e\u043b\u0443\u0447\u0438\u0442 500-\u044e \u043e\u0448\u0438\u0431\u043a\u0443 \u0432\u043c\u0435\u0441\u0442\u043e \u043e\u0441\u043c\u044b\u0441\u043b\u0435\u043d\u043d\u043e\u0433\u043e 400\/404.<\/p>\n<h4>\u0427\u0438\u043d\u0438\u043c<\/h4>\n<p>\u041d\u0430 \u044d\u0442\u043e\u043c \u044d\u0442\u0430\u043f\u0435 \u044f \u043f\u043e\u043d\u044f\u043b: \u0435\u0441\u043b\u0438 \u043f\u0440\u043e\u0434\u043e\u043b\u0436\u0443 \u0440\u0430\u0437\u0431\u0438\u0440\u0430\u0442\u044c \u043a\u0430\u0436\u0434\u0443\u044e \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0443 \u0442\u0430\u043a \u0434\u0435\u0442\u0430\u043b\u044c\u043d\u043e, \u0442\u043e \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 ChatGPT \u0437\u0430\u0439\u043c\u0451\u0442 \u0432\u0435\u0447\u043d\u043e\u0441\u0442\u044c.<\/p>\n<p>\u041f\u043e\u044d\u0442\u043e\u043c\u0443 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u044f \u043c\u0435\u043d\u044f\u0435\u0442\u0441\u044f:<\/p>\n<ol>\n<li>\n<p>\u041a\u0440\u0430\u0442\u043a\u043e \u043e\u043f\u0438\u0441\u044b\u0432\u0430\u044e \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0443.<\/p>\n<\/li>\n<li>\n<p>\u041f\u0440\u043e\u0448\u0443 GPT-4o \u0438\u0441\u043f\u0440\u0430\u0432\u0438\u0442\u044c \u043a\u043e\u0434.<\/p>\n<\/li>\n<li>\n<p>\u041e\u0446\u0435\u043d\u0438\u0432\u0430\u044e, \u043d\u0430\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0445\u043e\u0440\u043e\u0448\u043e \u043e\u043d \u0441\u043f\u0440\u0430\u0432\u0438\u043b\u0441\u044f.<\/p>\n<\/li>\n<\/ol>\n<h4>\u041f\u0440\u043e\u0431\u0443\u0435\u043c \u0438\u0441\u043f\u0440\u0430\u0432\u0438\u0442\u044c \u043e\u0442\u0432\u0435\u0442<\/h4>\n<p>\u041f\u0440\u043e\u043c\u043f\u0442:<\/p>\n<pre><code>Change response model in OperationController.createOperation from an entity (Operation) to a DTO<\/code><\/pre>\n<details class=\"spoiler\">\n<summary>\u041f\u0440\u0430\u0432\u043a\u0438 GPT-4o<\/summary>\n<div class=\"spoiler__content\">\n<p>Great decision \u2014 returning a DTO instead of an entity is best practice to:<\/p>\n<ul>\n<li>\n<p>Prevent overexposing your entity structure.<\/p>\n<\/li>\n<li>\n<p>Maintain version control over your API response models.<\/p>\n<\/li>\n<li>\n<p>Decouple internal model changes from API contracts.<\/p>\n<\/li>\n<\/ul>\n<h3>\u2705 Step-by-Step Update<\/h3>\n<p>We&#8217;ll introduce a new <strong>response DTO<\/strong> called <code>OperationResponse<\/code> and use it in the controller response.<\/p>\n<h3>\ud83d\udce4 OperationResponse.java<\/h3>\n<pre><code class=\"java\">package com.yourcompany.yourapp.dto;  import com.yourcompany.yourapp.model.OperationType; import lombok.*;  import java.math.BigDecimal;  @Data @NoArgsConstructor @AllArgsConstructor @Builder public class OperationResponse {     private Long operationId;     private String operationPublicId;     private String operationName;     private BigDecimal operationAmount;     private OperationType operationType;     private Long categoryId; } <\/code><\/pre>\n<h3>\ud83d\udd01 Update in OperationService<\/h3>\n<p>Update the return type and add mapping logic.<\/p>\n<h4>\u2705 Updated Method in OperationService.java:<\/h4>\n<pre><code class=\"java\">import com.yourcompany.yourapp.dto.OperationResponse;  public OperationResponse createOperation(CreateOperationRequest request) {     Category category = categoryRepository.findById(request.getCategoryId())             .orElseThrow(() -&amp;gt; new RuntimeException(\"Category not found\"));      Operation operation = Operation.builder()             .operationId(System.currentTimeMillis()) \/\/ Temporary             .operationPublicId(request.getOperationPublicId())             .operationName(request.getOperationName())             .operationAmount(request.getOperationAmount())             .operationType(request.getOperationType())             .category(category)             .build();      Operation saved = operationRepository.save(operation);      return OperationResponse.builder()             .operationId(saved.getOperationId())             .operationPublicId(saved.getOperationPublicId())             .operationName(saved.getOperationName())             .operationAmount(saved.getOperationAmount())             .operationType(saved.getOperationType())             .categoryId(saved.getCategory().getCategoryId())             .build(); } <\/code><\/pre>\n<h3>\ud83c\udf10 Updated OperationController.java<\/h3>\n<pre><code class=\"java\">import com.yourcompany.yourapp.dto.OperationResponse;  @PostMapping public ResponseEntity createOperation(@RequestBody CreateOperationRequest request) {     OperationResponse response = operationService.createOperation(request);     return ResponseEntity.ok(response); } <\/code><\/pre>\n<p>Let me know if you&#8217;d like:<\/p>\n<ul>\n<li>\n<p>To map this via <code>ModelMapper<\/code> or <code>MapStruct<\/code> for larger projects.<\/p>\n<\/li>\n<li>\n<p>To include category name in the response.<\/p>\n<\/li>\n<li>\n<p>To create a dedicated response wrapper for consistency (<code>ApiResponse<\/code>, etc.).<\/p>\n<\/li>\n<\/ul>\n<\/div>\n<\/details>\n<p><strong>\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442:<\/strong><\/p>\n<ul>\n<li>\n<p>\u0421\u043d\u043e\u0432\u0430 <code>@Builder + @Data<\/code>.<\/p>\n<\/li>\n<li>\n<p>\u0412 DTO \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u044e\u0442\u0441\u044f \u0432\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0438\u0435 ID.<\/p>\n<\/li>\n<li>\n<p><code>OperationType<\/code> \u0432\u0437\u044f\u0442 \u0438\u0437 \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0438 \u2014 \u043d\u0435\u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0442\u044c \u0440\u0430\u0437\u043d\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438 \u0434\u043b\u044f API \u0438 \u0434\u043b\u044f \u0432\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0435\u0439 \u043b\u043e\u0433\u0438\u043a\u0438.<\/p>\n<\/li>\n<li>\n<p>\u041d\u0435\u0442 \u043c\u0430\u043f\u043f\u0435\u0440\u043e\u0432 \u2014 ChatGPT \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u043e \u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0441\u0431\u043e\u0440\u043a\u0438 \u043e\u0431\u044a\u0435\u043a\u0442\u0430 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438<\/p>\n<\/li>\n<\/ul>\n<h4>\u0412\u044b\u0432\u043e\u0434 \u043f\u043e CREATE<\/h4>\n<p>\u041f\u043e\u043a\u0430 GPT-4o \u0432\u044b\u0434\u0430\u0451\u0442 \u043a\u043e\u0434 &#171;\u0432 \u043b\u043e\u0431&#187;: \u0431\u0435\u0437 DTO-\u043c\u043e\u0434\u0435\u043b\u0435\u0439, \u0431\u0435\u0437 \u043c\u0430\u043f\u043f\u0435\u0440\u043e\u0432, \u0441 \u043d\u0430\u0440\u0443\u0448\u0435\u043d\u0438\u0435\u043c \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u043e\u0432 \u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f. \u041f\u043e\u0434\u043e\u0431\u043d\u044b\u0435 \u043e\u0442\u0432\u0435\u0442\u044b \u0437\u0430\u043a\u0440\u0435\u043f\u043b\u044f\u044e\u0442 \u0432\u0440\u0435\u0434\u043d\u044b\u0435 \u043f\u0440\u0438\u0432\u044b\u0447\u043a\u0438 \u0443 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432 \u0441 \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u0438\u043c \u043e\u043f\u044b\u0442\u043e\u043c.<\/p>\n<p><strong>\u0427\u0442\u043e \u044f \u0434\u043e\u0431\u0430\u0432\u043b\u044e \u0432 \u0431\u0443\u0434\u0443\u0449\u0438\u0435 \u043f\u0440\u043e\u043c\u043f\u0442\u044b \u0434\u043b\u044f ChatGPT:<\/strong><\/p>\n<ul>\n<li>\n<p><code>\"think step by step\"<\/code> \u2014 \u0447\u0442\u043e\u0431\u044b \u043e\u0442\u0432\u0435\u0442 \u0431\u044b\u043b \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u043c.<\/p>\n<\/li>\n<li>\n<p><code>\"If you have any questions, ask them first\"<\/code> \u2014 \u0447\u0442\u043e\u0431\u044b \u043c\u043e\u0434\u0435\u043b\u044c \u0443\u0442\u043e\u0447\u043d\u044f\u043b\u0430 \u0434\u0435\u0442\u0430\u043b\u0438 \u043f\u0435\u0440\u0435\u0434 \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0435\u0439 \u043a\u043e\u0434\u0430.<\/p>\n<\/li>\n<\/ul>\n<p>\u041f\u043e \u043c\u043e\u0435\u043c\u0443 \u043e\u043f\u044b\u0442\u0443, \u044d\u0442\u0438 \u0444\u0440\u0430\u0437\u044b \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043f\u043e\u0432\u044b\u0448\u0430\u044e\u0442 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u0432\u044b\u0434\u0430\u0447\u0438 \u0443 GPT-4o, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0441\u0438\u043b\u044c\u043d\u043e \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442 \u044f\u0432\u043d\u043e\u0433\u043e \u0444\u0440\u0435\u0439\u043c\u0438\u043d\u0433\u0430 \u0437\u0430\u0434\u0430\u0447\u0438.<\/p>\n<blockquote>\n<p><strong>PR \u043d\u0430 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438<\/strong><br \/><a href=\"https:\/\/github.com\/nzinovev\/open-ai-chatgpt\/pull\/3\" rel=\"noopener noreferrer nofollow\">https:\/\/github.com\/nzinovev\/open-ai-chatgpt\/pull\/3<\/a><\/p>\n<\/blockquote>\n<h3>UPDATE &#8212; \u043b\u043e\u0433\u0438\u043a\u0430<\/h3>\n<p><a class=\"anchor\" name=\"UPDATE%20-%20%D0%BB%D0%BE%D0%B3%D0%B8%D0%BA%D0%B0\" id=\"UPDATE - \u043b\u043e\u0433\u0438\u043a\u0430\"><\/a><\/p>\n<p>\u0417\u0430\u043f\u0440\u043e\u0441 \u043a GPT-4o:<\/p>\n<pre><code>Write an UPDATE logic for the Operation entity (Controller - Service - DAO).  In the first iteration, skip validation of all fields. Think step by step. If you have any questions, ask them first.<\/code><\/pre>\n<h4>\u041f\u0435\u0440\u0432\u043e\u0435 \u043e\u0442\u043b\u0438\u0447\u0438\u0435 \u2014 \u0432\u043e\u043f\u0440\u043e\u0441\u044b<\/h4>\n<p>\u041d\u0430\u043a\u043e\u043d\u0435\u0446-\u0442\u043e \u043c\u043e\u0434\u0435\u043b\u044c \u0440\u0435\u0448\u0438\u043b\u0430 \u0443\u0442\u043e\u0447\u043d\u0438\u0442\u044c \u0434\u0435\u0442\u0430\u043b\u0438:<\/p>\n<details class=\"spoiler\">\n<summary>GPT-4o \u0443\u0442\u043e\u0447\u043d\u044f\u0435\u0442 \u0434\u0435\u0442\u0430\u043b\u0438<\/summary>\n<div class=\"spoiler__content\">\n<p>Perfect \u2014 let&#8217;s walk through this <strong>step by step<\/strong> for the <code>UPDATE<\/code> logic of the <code>Operation<\/code> entity. First, I\u2019ll clarify the assumptions and ask a couple of questions to ensure alignment.<\/p>\n<h3>\u2705 Step-by-Step Planning<\/h3>\n<h4>1. Understanding the update use case<\/h4>\n<p>We&#8217;re adding an endpoint to <strong>update an existing <\/strong><code><strong>Operation<\/strong><\/code> based on a client-provided identifier.<\/p>\n<p><strong>Likely flow:<\/strong><\/p>\n<ul>\n<li>\n<p>Receive a PUT request with an <code>operationId<\/code> (path variable) and update data (request body).<\/p>\n<\/li>\n<li>\n<p>Find the existing <code>Operation<\/code> by ID.<\/p>\n<\/li>\n<li>\n<p>Update the mutable fields (<code>publicId<\/code>, <code>name<\/code>, <code>amount<\/code>, <code>type<\/code>, <code>categoryId<\/code>, etc.).<\/p>\n<\/li>\n<li>\n<p>Save the updated operation and return a DTO.<\/p>\n<\/li>\n<\/ul>\n<h3>\u2753 Questions Before Implementation<\/h3>\n<p>To tailor this update logic precisely, I need clarification on the following:<\/p>\n<h4>1. Identifier for Update:<\/h4>\n<p>Should the operation be updated by:<\/p>\n<ul>\n<li>\n<p><code>operation_id<\/code> (DB ID \u2014 primary key)? <strong>(default option, recommended)<\/strong><\/p>\n<\/li>\n<li>\n<p>or <code>operation_public_id<\/code> (external ID)?<\/p>\n<\/li>\n<\/ul>\n<p>\ud83d\udc49 If you expect this API to be public-facing, using <code>operation_public_id<\/code> might be more appropriate.<\/p>\n<h4>2. Partial vs Full Update:<\/h4>\n<p>Should the update:<\/p>\n<ul>\n<li>\n<p>Be <strong>full update<\/strong> (PUT \u2014 expects full data and overwrites)?<\/p>\n<\/li>\n<li>\n<p>Or <strong>partial update<\/strong> (PATCH \u2014 only updates provided fields)?<\/p>\n<\/li>\n<\/ul>\n<p>\ud83d\udc49 You mentioned skipping validation, so we can start with full update via <code>PUT<\/code>.<\/p>\n<h4>3. Behavior on Missing category_id:<\/h4>\n<p>Should we:<\/p>\n<ul>\n<li>\n<p>Allow reassignment to a new category?<\/p>\n<\/li>\n<li>\n<p>Or reject the update if the category is missing?<\/p>\n<\/li>\n<\/ul>\n<p>Please confirm:<\/p>\n<p>\u2705 Use <code>operation_id<\/code> in path param<br \/> \u2705 Full update (PUT)<br \/> \u2705 Require category_id and allow category reassignment<\/p>\n<p>Once confirmed, I\u2019ll proceed with the full implementation.<\/p>\n<\/div>\n<\/details>\n<p>\u041c\u043e\u0438 \u043e\u0442\u0432\u0435\u0442\u044b:<\/p>\n<pre><code>1. Use operation_public_id for update 2. Partial update 3. If `category_id` is missing -&gt; reject the update<\/code><\/pre>\n<details class=\"spoiler\">\n<summary>Update operation \u043e\u0442 GPT-4o<\/summary>\n<div class=\"spoiler__content\">\n<p>Excellent, thanks for the clarification. Here&#8217;s our refined plan for implementing the <strong>partial update<\/strong> logic using:<\/p>\n<ul>\n<li>\n<p><code>operation_public_id<\/code> as the lookup key<\/p>\n<\/li>\n<li>\n<p>PATCH semantics (only update fields provided)<\/p>\n<\/li>\n<li>\n<p>Rejection if <code>category_id<\/code> is missing but the user attempts to change the category<\/p>\n<\/li>\n<\/ul>\n<h3>\u2705 Final Update Plan<\/h3>\n<h4>\u2705 1. Endpoint<\/h4>\n<ul>\n<li>\n<p>Method: <code>PATCH<\/code><\/p>\n<\/li>\n<li>\n<p>Path: <code>\/api\/operations\/{operationPublicId}<\/code><\/p>\n<\/li>\n<\/ul>\n<h4>\u2705 2. Update Flow<\/h4>\n<ul>\n<li>\n<p>Fetch <code>Operation<\/code> by <code>operation_public_id<\/code><\/p>\n<\/li>\n<li>\n<p>Check which fields are non-null in the request<\/p>\n<\/li>\n<li>\n<p>Apply changes selectively<\/p>\n<\/li>\n<li>\n<p>If <code>categoryId<\/code> is present:<\/p>\n<ul>\n<li>\n<p>Lookup and assign category<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>If <code>categoryId<\/code> is <strong>null<\/strong> but the field is attempted to be changed \u2192 reject<\/p>\n<\/li>\n<li>\n<p>Save and return updated <code>OperationResponse<\/code><\/p>\n<\/li>\n<\/ul>\n<h3>\u2705 Implementation<\/h3>\n<h4>\ud83d\udce5 UpdateOperationRequest.java (new DTO)<\/h4>\n<pre><code class=\"java\">package com.yourcompany.yourapp.dto;  import com.yourcompany.yourapp.model.OperationType; import lombok.*;  import java.math.BigDecimal;  @Data @NoArgsConstructor @AllArgsConstructor @Builder public class UpdateOperationRequest {     private String operationName;     private BigDecimal operationAmount;     private OperationType operationType;     private Long categoryId; } <\/code><\/pre>\n<h4>\ud83d\udce4 Reuse OperationResponse.java from earlier<\/h4>\n<h4>\ud83d\udcc1 OperationRepository.java \u2014 Add Method<\/h4>\n<pre><code class=\"java\">import java.util.Optional;  Optional findByOperationPublicId(String operationPublicId); <\/code><\/pre>\n<h4>\ud83d\udcbc OperationService.java \u2014 Add Method<\/h4>\n<pre><code class=\"java\">import com.yourcompany.yourapp.dto.UpdateOperationRequest; import com.yourcompany.yourapp.dto.OperationResponse;  public OperationResponse updateOperation(String publicId, UpdateOperationRequest request) {     Operation operation = operationRepository.findByOperationPublicId(publicId)             .orElseThrow(() -&amp;gt; new RuntimeException(\"Operation not found with publicId: \" + publicId));      if (request.getOperationName() != null) {         operation.setOperationName(request.getOperationName());     }      if (request.getOperationAmount() != null) {         operation.setOperationAmount(request.getOperationAmount());     }      if (request.getOperationType() != null) {         operation.setOperationType(request.getOperationType());     }      if (request.getCategoryId() != null) {         Category category = categoryRepository.findById(request.getCategoryId())                 .orElseThrow(() -&amp;gt; new RuntimeException(\"Category not found: \" + request.getCategoryId()));         operation.setCategory(category);     } else if (request.getCategoryId() == null &amp;amp;&amp;amp; requestHasCategoryField(request)) {         throw new RuntimeException(\"Category ID is required when updating category\");     }      Operation saved = operationRepository.save(operation);      return OperationResponse.builder()             .operationId(saved.getOperationId())             .operationPublicId(saved.getOperationPublicId())             .operationName(saved.getOperationName())             .operationAmount(saved.getOperationAmount())             .operationType(saved.getOperationType())             .categoryId(saved.getCategory().getCategoryId())             .build(); }  \/\/ Utility to detect if categoryId was intentionally included private boolean requestHasCategoryField(UpdateOperationRequest request) {     try {         return UpdateOperationRequest.class.getDeclaredField(\"categoryId\") != null;     } catch (NoSuchFieldException e) {         return false;     } } <\/code><\/pre>\n<h4>\ud83c\udf10 OperationController.java \u2014 Add Endpoint<\/h4>\n<pre><code class=\"java\">import com.yourcompany.yourapp.dto.UpdateOperationRequest; import com.yourcompany.yourapp.dto.OperationResponse;  @PatchMapping(\"\/{operationPublicId}\") public ResponseEntity updateOperation(         @PathVariable String operationPublicId,         @RequestBody UpdateOperationRequest request ) {     OperationResponse response = operationService.updateOperation(operationPublicId, request);     return ResponseEntity.ok(response); } <\/code><\/pre>\n<h3>\u2705 Example Request<\/h3>\n<p><strong>PATCH<\/strong> <code>\/api\/operations\/abc-123<\/code><\/p>\n<pre><code class=\"json\">{   \"operationAmount\": 450.75,   \"operationType\": \"WITHDRAW\" } <\/code><\/pre>\n<p>This will only update <code>amount<\/code> and <code>type<\/code>.<\/p>\n<p>Would you like help adding:<\/p>\n<ul>\n<li>\n<p>Field validation (e.g., amount must be &gt; 0)?<\/p>\n<\/li>\n<li>\n<p>Custom exception classes for better error responses?<\/p>\n<\/li>\n<li>\n<p>Unit tests for the service layer?<\/p>\n<\/li>\n<\/ul>\n<p>Let me know how you&#8217;d like to proceed.<\/p>\n<\/div>\n<\/details>\n<h4>\u0418\u0442\u043e\u0433\u043e\u0432\u044b\u0439 \u043a\u043e\u0434 \u0438 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b<\/h4>\n<p><strong>\u041d\u0435\u0442 <\/strong><code><strong>@JsonProperty<\/strong><\/code><strong> \u0432 DTO<\/strong><\/p>\n<p>\u041f\u043e-\u043f\u0440\u0435\u0436\u043d\u0435\u043c\u0443 API \u043e\u0441\u0442\u0430\u0451\u0442\u0441\u044f \u0445\u0440\u0443\u043f\u043a\u0438\u043c: \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430 JSON \u043d\u0430\u043f\u0440\u044f\u043c\u0443\u044e \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442 \u0438\u043c\u0451\u043d Java-\u043f\u043e\u043b\u0435\u0439.<\/p>\n<p><strong>\u041d\u0435\u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u0430\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043e\u0448\u0438\u0431\u043e\u043a<\/strong><\/p>\n<p>\u0415\u0441\u043b\u0438 \u043f\u0435\u0440\u0435\u0434\u0430\u043d\u0430 \u043d\u0435\u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0430\u044f \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0438\u044f, GPT-4o \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u043a\u0438\u0434\u0430\u0442\u044c \u0433\u043e\u043b\u044b\u0439 <code>RuntimeException<\/code>. \u0412 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0435 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u044d\u0442\u043e \u043f\u0440\u0438\u0432\u0435\u0434\u0451\u0442 \u043a 500-\u0439 \u043e\u0448\u0438\u0431\u043a\u0435. \u041f\u043e \u0441\u0443\u0442\u0438, \u044d\u0442\u043e \u043e\u0448\u0438\u0431\u043a\u0430 \u043a\u043b\u0438\u0435\u043d\u0442\u0430 (400\/404), \u0438 \u043e\u043d\u0430 \u0434\u043e\u043b\u0436\u043d\u0430 \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c\u0441\u044f \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c.<\/p>\n<p><strong>\u041b\u0438\u0448\u043d\u044f\u044f \u0432\u044b\u0434\u0443\u043c\u0430\u043d\u043d\u0430\u044f \u043b\u043e\u0433\u0438\u043a\u0430<\/strong><\/p>\n<p>\u041f\u043e\u044f\u0432\u0438\u043b\u0441\u044f \u0441\u0442\u0440\u0430\u043d\u043d\u044b\u0439 \u043a\u043b\u0430\u0441\u0441 <code>requestHasCategoryField<\/code>, \u043a\u043e\u0442\u043e\u0440\u043e\u0433\u043e \u044f \u044f\u0432\u043d\u043e \u043d\u0435 \u043f\u0440\u043e\u0441\u0438\u043b. \u0410\u043d\u0430\u043b\u043e\u0433\u0438\u0447\u043d\u0430\u044f \u0441\u0438\u0442\u0443\u0430\u0446\u0438\u044f \u0431\u044b\u043b\u0430 \u0441 \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u043c ID \u0432 CREATE-\u043b\u043e\u0433\u0438\u043a\u0435 \u2014 \u043c\u043e\u0434\u0435\u043b\u044c \u043f\u0440\u0438\u0434\u0443\u043c\u044b\u0432\u0430\u0435\u0442 \u00ab\u043a\u043e\u0441\u0442\u044b\u043b\u0438\u00bb \u043d\u0430 \u0440\u043e\u0432\u043d\u043e\u043c \u043c\u0435\u0441\u0442\u0435.<\/p>\n<p><strong>\u041d\u0435\u0442 \u043c\u0430\u043f\u043f\u0435\u0440\u043e\u0432<\/strong><\/p>\n<p>\u041a\u0430\u043a \u0438 \u043f\u0440\u0435\u0436\u0434\u0435, \u043a\u043e\u0434 \u0434\u043b\u044f \u0441\u0431\u043e\u0440\u043a\u0438 <code>OperationResponse<\/code> \u0442\u0443\u043f\u043e \u043a\u043e\u043f\u0438\u0440\u0443\u0435\u0442\u0441\u044f \u0432\u0440\u0443\u0447\u043d\u0443\u044e. \u0411\u0435\u0437 \u0446\u0435\u043d\u0442\u0440\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u043c\u0430\u043f\u043f\u0435\u0440\u0430 \u044d\u0442\u043e \u0443\u0432\u0435\u043b\u0438\u0447\u0438\u0432\u0430\u0435\u0442 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u043e\u0448\u0438\u0431\u043e\u043a \u0438 \u0434\u0443\u0431\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f.<\/p>\n<p><strong>\u041d\u0435\u043b\u043e\u0433\u0438\u0447\u043d\u044b\u0439 \u043f\u043e\u0440\u044f\u0434\u043e\u043a \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0438<\/strong><\/p>\n<p>\u041f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u043e\u0432\u0430\u043d\u0438\u044f \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0438\u0438 \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0435\u0442\u0441\u044f \u0432 \u0441\u0430\u043c\u043e\u043c \u043a\u043e\u043d\u0446\u0435 \u043c\u0435\u0442\u043e\u0434\u0430 \u2014 \u0443\u0436\u0435 \u043f\u043e\u0441\u043b\u0435 \u0442\u043e\u0433\u043e, \u043a\u0430\u043a \u043d\u0430\u0447\u0438\u043d\u0430\u0435\u0442\u0441\u044f \u0441\u0431\u043e\u0440\u043a\u0430 \u043d\u043e\u0432\u043e\u0439 \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0438. \u0415\u0441\u043b\u0438 \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0438\u044f \u043d\u0435 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u0435\u0442, \u0432\u0441\u044f \u043f\u0440\u043e\u0434\u0435\u043b\u0430\u043d\u043d\u0430\u044f \u0440\u0430\u0431\u043e\u0442\u0430 \u043f\u0440\u043e\u0441\u0442\u043e \u0432\u044b\u0431\u0440\u0430\u0441\u044b\u0432\u0430\u0435\u0442\u0441\u044f \u0432 \u043c\u0443\u0441\u043e\u0440\u043a\u0443 \u0432\u043c\u0435\u0441\u0442\u0435 \u0441 \u0438\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435\u043c.<\/p>\n<p><strong>\u041d\u0435\u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0435 \u043a\u043e\u043d\u0442\u0440\u0430\u043a\u0442\u0443 API<\/strong><\/p>\n<p>\u0412 \u043f\u0440\u0438\u043c\u0435\u0440\u0435 \u0437\u0430\u043f\u0440\u043e\u0441\u0430 <strong>\u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u0435\u0442 \u043e\u0431\u044f\u0437\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0439 <\/strong><code><strong>categoryId<\/strong><\/code>, \u0445\u043e\u0442\u044f \u044f \u044f\u0432\u043d\u043e \u0443\u043a\u0430\u0437\u0430\u043b, \u0447\u0442\u043e \u043e\u043d \u043e\u0431\u044f\u0437\u0430\u0442\u0435\u043b\u0435\u043d \u0434\u043b\u044f \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u044f \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438.<\/p>\n<h4>\u0418\u0441\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u043c \u0445\u043e\u0442\u044f \u0431\u044b \u043a\u043b\u044e\u0447\u0435\u0432\u043e\u0435<\/h4>\n<p>\u0427\u0442\u043e\u0431\u044b \u043d\u0435 \u043f\u043b\u043e\u0434\u0438\u0442\u044c \u043b\u0438\u0448\u043d\u0438\u0435 \u043e\u0448\u0438\u0431\u043a\u0438, \u043f\u0440\u043e\u0448\u0443 \u043c\u043e\u0434\u0435\u043b\u044c \u0443\u0431\u0440\u0430\u0442\u044c <code>RuntimeException<\/code> \u0438 \u0437\u0430\u043c\u0435\u043d\u0438\u0442\u044c \u043d\u0430 \u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u044b\u0439 \u0442\u0438\u043f:<\/p>\n<pre><code>You throw `RuntimeException` if categoryId is null, but this is a client exception.  Provide a custom exception which I can 'catch' in a future and wrap into 400 response.<\/code><\/pre>\n<details class=\"spoiler\">\n<summary>\u041e\u0442\u0432\u0435\u0442 GPT-4o<\/summary>\n<div class=\"spoiler__content\">\n<p>You&#8217;re absolutely right \u2014 using <code>RuntimeException<\/code> here is too generic and inappropriate for signaling <strong>client-side errors<\/strong> (like bad input). We should introduce a <strong>custom exception<\/strong>, e.g. <code>BadRequestException<\/code>, that we can later handle in a global exception handler to return a proper <strong>HTTP 400 Bad Request<\/strong>.<\/p>\n<h3>\u2705 Step-by-Step Solution<\/h3>\n<h4>1. Define a custom exception: BadRequestException<\/h4>\n<h4>2. Throw it when business logic detects a client error<\/h4>\n<h4>3. (Optional future step) Catch it in @ControllerAdvice for 400 response<\/h4>\n<h3>\ud83d\udcc1 BadRequestException.java<\/h3>\n<p>Create it in:<\/p>\n<p>&gt; <code>com.yourcompany.yourapp.exception<\/code><\/p>\n<pre><code class=\"java\">package com.yourcompany.yourapp.exception;  import org.springframework.http.HttpStatus; import org.springframework.web.bind.annotation.ResponseStatus;  @ResponseStatus(HttpStatus.BAD_REQUEST) public class BadRequestException extends RuntimeException {     public BadRequestException(String message) {         super(message);     } } <\/code><\/pre>\n<ul>\n<li>\n<p>This annotation ensures Spring <strong>automatically returns 400<\/strong> unless you override with <code>@ControllerAdvice<\/code>.<\/p>\n<\/li>\n<\/ul>\n<h3>\u2705 Update OperationService.java<\/h3>\n<p>Replace this:<\/p>\n<pre><code class=\"java\">throw new RuntimeException(\"Category ID is required when updating category\"); <\/code><\/pre>\n<p>With:<\/p>\n<pre><code class=\"java\">throw new BadRequestException(\"Category ID is required when updating category\"); <\/code><\/pre>\n<p>Also replace the similar exception for &#171;Category not found&#187; if it&#8217;s due to bad client input.<\/p>\n<h3>\u2705 Optional (Advanced): Use Global Exception Handler<\/h3>\n<p>Later, you can handle all custom exceptions cleanly with:<\/p>\n<pre><code class=\"java\">@RestControllerAdvice public class GlobalExceptionHandler {      @ExceptionHandler(BadRequestException.class)     public ResponseEntity&amp;gt; handleBadRequest(BadRequestException ex) {         return ResponseEntity             .badRequest()             .body(Map.of(\"error\", ex.getMessage()));     } } <\/code><\/pre>\n<p>Let me know if you&#8217;d like help:<\/p>\n<ul>\n<li>\n<p>Creating <code>NotFoundException<\/code>, <code>ConflictException<\/code>, etc.<\/p>\n<\/li>\n<li>\n<p>Designing a full structured error response (<code>timestamp<\/code>, <code>path<\/code>, etc.).<\/p>\n<\/li>\n<li>\n<p>Writing tests for this exception flow.<\/p>\n<\/li>\n<\/ul>\n<\/div>\n<\/details>\n<p>GPT-4o \u0441\u043e\u0437\u0434\u0430\u043b \u043a\u0430\u0441\u0442\u043e\u043c\u043d\u043e\u0435 \u0438\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435. \u0414\u043e\u0431\u0430\u0432\u0438\u043b \u043d\u0430\u0434 \u043d\u0438\u043c <code>@ResponseStatus<\/code>, <strong>\u0438<\/strong> \u043e\u0434\u043d\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u043b <code>GlobalExceptionHandler<\/code> \u0441 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u043e\u0439 \u044d\u0442\u043e\u0439 \u043e\u0448\u0438\u0431\u043a\u0438. \u0412 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0435 \u0430\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u044f <code>@ResponseStatus<\/code> \u0441\u0442\u0430\u043b\u0430 \u0431\u0435\u0441\u043f\u043e\u043b\u0435\u0437\u043d\u043e\u0439 \u2014 \u043a\u043e\u0434 \u0434\u0443\u0431\u043b\u0438\u0440\u0443\u0435\u0442 \u043f\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u0435.<\/p>\n<h4>\u0418\u0442\u043e\u0433<\/h4>\n<p>\u041a\u043e\u0434 \u0442\u0435\u043f\u0435\u0440\u044c \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0438 \u0432\u044b\u0431\u0440\u0430\u0441\u044b\u0432\u0430\u0435\u0442 \u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u044b\u0439 \u0441\u0442\u0430\u0442\u0443\u0441 \u0434\u043b\u044f \u043e\u0448\u0438\u0431\u043a\u0438 \u043a\u043b\u0438\u0435\u043d\u0442\u0430, \u043d\u043e:<\/p>\n<ul>\n<li>\n<p>\u0410\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043d\u043e \u043e\u043d \u0432\u0441\u0451 \u0435\u0449\u0451 \u0434\u0430\u043b\u0451\u043a \u043e\u0442 \u0438\u0434\u0435\u0430\u043b\u0430.<\/p>\n<\/li>\n<li>\n<p>\u041c\u0430\u043f\u043f\u0435\u0440\u043e\u0432 \u043f\u043e-\u043f\u0440\u0435\u0436\u043d\u0435\u043c\u0443 \u043d\u0435\u0442.<\/p>\n<\/li>\n<li>\n<p>\u041a\u043e\u043d\u0442\u0440\u0430\u043a\u0442 API \u0441 \u043e\u0431\u044f\u0437\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u043c <code>categoryId<\/code> \u043d\u0435 \u0441\u043e\u0431\u043b\u044e\u0434\u0451\u043d.<\/p>\n<\/li>\n<\/ul>\n<p>\u041a\u043e\u0434 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442, \u043d\u043e \u0435\u0433\u043e \u0435\u0441\u0442\u044c \u043a\u0443\u0434\u0430 \u0443\u043b\u0443\u0447\u0448\u0430\u0442\u044c. \u0412 \u0440\u0430\u043c\u043a\u0430\u0445 \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0430 \u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044e \u0435\u0433\u043e \u0431\u0435\u0437 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0439, \u0438\u043d\u0430\u0447\u0435 \u043c\u044b \u0440\u0438\u0441\u043a\u0443\u0435\u043c \u0443\u0432\u044f\u0437\u043d\u0443\u0442\u044c \u0432 \u0431\u0435\u0441\u043a\u043e\u043d\u0435\u0447\u043d\u043e\u0439 \u0434\u043e\u0440\u0430\u0431\u043e\u0442\u043a\u0435.<\/p>\n<blockquote>\n<p><strong>Commit \u043d\u0430 update \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438<\/strong><br \/><a href=\"https:\/\/github.com\/nzinovev\/open-ai-chatgpt\/commit\/5d8c6d595a2f7db84eaa0f7c7ff271a0cf61978d\" rel=\"noopener noreferrer nofollow\">https:\/\/github.com\/nzinovev\/open-ai-chatgpt\/commit\/5d8c6d595a2f7db84eaa0f7c7ff271a0cf61978d<\/a><\/p>\n<\/blockquote>\n<h3>\u0420\u0435\u0430\u043b\u0438\u0437\u0443\u0435\u043c READ-\u043b\u043e\u0433\u0438\u043a\u0443 \u0434\u043b\u044f \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439<\/h3>\n<p><a class=\"anchor\" name=\"%D0%A0%D0%B5%D0%B0%D0%BB%D0%B8%D0%B7%D1%83%D0%B5%D0%BC%20READ-%D0%BB%D0%BE%D0%B3%D0%B8%D0%BA%D1%83%20%D0%B4%D0%BB%D1%8F%20%D0%BE%D0%BF%D0%B5%D1%80%D0%B0%D1%86%D0%B8%D0%B9\" id=\"\u0420\u0435\u0430\u043b\u0438\u0437\u0443\u0435\u043c READ-\u043b\u043e\u0433\u0438\u043a\u0443 \u0434\u043b\u044f \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439\"><\/a><\/p>\n<p>\u041f\u0440\u043e\u0448\u0443 \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0434\u0432\u0435 \u0440\u0443\u0447\u043a\u0438:<\/p>\n<ul>\n<li>\n<p>\u041f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u0435 \u0432\u0441\u0435\u0445 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439 \u0441 \u043f\u0430\u0433\u0438\u043d\u0430\u0446\u0438\u0435\u0439<\/p>\n<\/li>\n<li>\n<p>\u041f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 \u043f\u043e <code>publicId<\/code> \u0417\u0430\u043f\u0440\u043e\u0441 \u043a GPT-4o:<\/p>\n<\/li>\n<\/ul>\n<pre><code>Write a FIND logic for the Operation entity (Controller - Service - DAO).  In the first iteration, skip validation of all fields.  You need to add two endpoints, the first one that finds all operations with pagination, and the second one that finds an operation by publicId.  Think step by step. If you have any questions, ask them first.<\/code><\/pre>\n<details class=\"spoiler\">\n<summary>GPT-4o \u043f\u0440\u043e\u044f\u0441\u043d\u044f\u0435\u0442 \u0434\u0435\u0442\u0430\u043b\u0438<\/summary>\n<div class=\"spoiler__content\">\n<p>Great \u2014 here&#8217;s how we&#8217;ll approach the <strong>FIND logic<\/strong> for the <code>Operation<\/code> entity.<\/p>\n<h3>\u2705 Step-by-Step Breakdown<\/h3>\n<h4>\ud83d\udca1 Goals<\/h4>\n<p>Implement <strong>two endpoints<\/strong>:<\/p>\n<ol>\n<li>\n<p><strong>Find all operations<\/strong> (paginated)<\/p>\n<\/li>\n<li>\n<p><strong>Find operation by <\/strong><code><strong>operationPublicId<\/strong><\/code><\/p>\n<\/li>\n<\/ol>\n<h4>\ud83d\udccc Assumptions (Let me know if you want changes)<\/h4>\n<ul>\n<li>\n<p><code>Find all<\/code> will be accessible via <code>GET \/api\/operations<\/code>, using query params <code>page<\/code> and <code>size<\/code>.<\/p>\n<\/li>\n<li>\n<p>Default sort: descending by <code>operationId<\/code> (can be updated later).<\/p>\n<\/li>\n<li>\n<p>If <code>operationPublicId<\/code> is not found \u2192 return <code>404 Not Found<\/code>.<\/p>\n<\/li>\n<\/ul>\n<h3>\u2705 Plan Summary<\/h3>\n<div>\n<div class=\"table\">\n<table>\n<tbody>\n<tr>\n<th>\n<p align=\"left\">Layer<\/p>\n<\/th>\n<th>\n<p align=\"left\">Task<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">Repository<\/p>\n<\/td>\n<td>\n<p align=\"left\">Add <code>findByOperationPublicId<\/code> and support <code>Page<\/code><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">Service<\/p>\n<\/td>\n<td>\n<p align=\"left\">Add methods to wrap JPA logic and convert entities to DTOs<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">Controller<\/p>\n<\/td>\n<td>\n<p align=\"left\">Add <code>GET<\/code> endpoints with pagination and publicId search<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">DTOs<\/p>\n<\/td>\n<td>\n<p align=\"left\">Reuse <code>OperationResponse<\/code><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p>Do you want:<\/p>\n<ol>\n<li>\n<p>Filtering by category, type, or name in the list endpoint?<\/p>\n<\/li>\n<li>\n<p>Sorting support on the <code>findAll<\/code> endpoint?<\/p>\n<\/li>\n<\/ol>\n<p>If not, I\u2019ll proceed with the basic paginated + publicId lookup implementation. Please confirm or extend the requirement.<\/p>\n<\/div>\n<\/details>\n<h4>\u0423\u0442\u043e\u0447\u043d\u044f\u044e\u0449\u0438\u0435 \u0432\u043e\u043f\u0440\u043e\u0441\u044b<\/h4>\n<p>\u041c\u043e\u0434\u0435\u043b\u044c \u0440\u0430\u0441\u043f\u0438\u0441\u0430\u043b\u0430 \u043f\u043b\u0430\u043d \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0438 \u0443\u0442\u043e\u0447\u043d\u0438\u043b\u0430 \u0434\u0435\u0442\u0430\u043b\u0438. \u041c\u043e\u0438 \u043e\u0442\u0432\u0435\u0442\u044b:<\/p>\n<pre><code>1. Skip filtering in first implementation 2. Add sorting as you mentioned earlier: descending by `operationId`<\/code><\/pre>\n<details class=\"spoiler\">\n<summary>\u041e\u0442\u0432\u0435\u0442 GPT-4o<\/summary>\n<div class=\"spoiler__content\">\n<p>Perfect \u2014 thanks for confirming. We\u2019ll now implement:<\/p>\n<h3>\u2705 Final Plan<\/h3>\n<h4>Endpoints:<\/h4>\n<ol>\n<li>\n<p><code>GET \/api\/operations<\/code><br \/> \u2192 Returns <strong>paged<\/strong>, <strong>sorted (desc by <\/strong><code><strong>operationId<\/strong><\/code><strong>)<\/strong> list of operations.<\/p>\n<\/li>\n<li>\n<p><code>GET \/api\/operations\/{operationPublicId}<\/code><br \/> \u2192 Returns single operation by <code>publicId<\/code>. Returns 404 if not found.<\/p>\n<\/li>\n<\/ol>\n<h4>\u2705 Implementation Outline<\/h4>\n<h3>\ud83d\udce6 repository\/OperationRepository.java<\/h3>\n<pre><code class=\"java\">import com.yourcompany.yourapp.model.Operation; import org.springframework.data.jpa.repository.JpaRepository;  import java.util.Optional;  public interface OperationRepository extends JpaRepository {     Optional findByOperationPublicId(String operationPublicId); } <\/code><\/pre>\n<h3>\ud83d\udcbc service\/OperationService.java<\/h3>\n<pre><code class=\"java\">import com.yourcompany.yourapp.dto.OperationResponse; import com.yourcompany.yourapp.exception.NotFoundException; import com.yourcompany.yourapp.model.Operation; import com.yourcompany.yourapp.repository.OperationRepository; import lombok.RequiredArgsConstructor; import org.springframework.data.domain.*; import org.springframework.stereotype.Service;  import java.util.stream.Collectors;  @Service @RequiredArgsConstructor public class OperationService {      private final OperationRepository operationRepository;      public Page findAllOperations(int page, int size) {         Pageable pageable = PageRequest.of(page, size, Sort.by(Sort.Direction.DESC, \"operationId\"));         Page operations = operationRepository.findAll(pageable);          return operations.map(this::toDto);     }      public OperationResponse findByPublicId(String publicId) {         Operation operation = operationRepository.findByOperationPublicId(publicId)                 .orElseThrow(() -&amp;gt; new NotFoundException(\"Operation not found with publicId: \" + publicId));         return toDto(operation);     }      private OperationResponse toDto(Operation operation) {         return OperationResponse.builder()                 .operationId(operation.getOperationId())                 .operationPublicId(operation.getOperationPublicId())                 .operationName(operation.getOperationName())                 .operationAmount(operation.getOperationAmount())                 .operationType(operation.getOperationType())                 .categoryId(operation.getCategory().getCategoryId())                 .build();     } } <\/code><\/pre>\n<h3>\ud83c\udf10 controller\/OperationController.java<\/h3>\n<pre><code class=\"java\">import com.yourcompany.yourapp.dto.OperationResponse; import com.yourcompany.yourapp.service.OperationService; import lombok.RequiredArgsConstructor; import org.springframework.data.domain.Page; import org.springframework.http.ResponseEntity; import org.springframework.web.bind.annotation.*;  @RestController @RequestMapping(\"\/api\/operations\") @RequiredArgsConstructor public class OperationController {      private final OperationService operationService;      @GetMapping     public ResponseEntity&amp;gt; findAllOperations(             @RequestParam(defaultValue = \"0\") int page,             @RequestParam(defaultValue = \"10\") int size     ) {         return ResponseEntity.ok(operationService.findAllOperations(page, size));     }      @GetMapping(\"\/{operationPublicId}\")     public ResponseEntity findByPublicId(             @PathVariable String operationPublicId     ) {         return ResponseEntity.ok(operationService.findByPublicId(operationPublicId));     } } <\/code><\/pre>\n<h4>\u2757 Optional: NotFoundException.java<\/h4>\n<p>Create under: <code>exception\/<\/code><a href=\"http:\/\/NotFoundException.java\" rel=\"noopener noreferrer nofollow\"><code>NotFoundException.java<\/code><\/a><\/p>\n<pre><code class=\"java\">package com.yourcompany.yourapp.exception;  import org.springframework.http.HttpStatus; import org.springframework.web.bind.annotation.ResponseStatus;  @ResponseStatus(HttpStatus.NOT_FOUND) public class NotFoundException extends RuntimeException {     public NotFoundException(String message) {         super(message);     } } <\/code><\/pre>\n<h3>\u2705 Example Usage<\/h3>\n<h4>1. Find All (Paginated, Sorted)<\/h4>\n<pre><code>GET \/api\/operations?page=0&amp;amp;size=5 <\/code><\/pre>\n<h4>2. Find by Public ID<\/h4>\n<pre><code>GET \/api\/operations\/abc-123 <\/code><\/pre>\n<p>Let me know if you\u2019d like:<\/p>\n<ul>\n<li>\n<p>Total count &amp; paging metadata wrapped in a custom response.<\/p>\n<\/li>\n<li>\n<p>Filtering by <code>operationType<\/code>, <code>categoryId<\/code>, etc.<\/p>\n<\/li>\n<li>\n<p>HATEOAS-style links for navigation.<\/p>\n<\/li>\n<\/ul>\n<p>Would you like to proceed with test cases or enhancements next?<\/p>\n<\/div>\n<\/details>\n<h4>\u041f\u0440\u043e\u0431\u043b\u0435\u043c\u043d\u044b\u0435 \u043c\u043e\u043c\u0435\u043d\u0442\u044b<\/h4>\n<p><strong>\u0421\u043e\u0440\u0442\u0438\u0440\u043e\u0432\u043a\u0430 \u00ab\u0437\u0430\u0448\u0438\u0442\u0430\u00bb \u0432 \u0441\u0435\u0440\u0432\u0438\u0441<\/strong><\/p>\n<p>\u042f \u043f\u0440\u0435\u0434\u043f\u043e\u043b\u0430\u0433\u0430\u043b, \u0447\u0442\u043e \u0441\u043e\u0440\u0442\u0438\u0440\u043e\u0432\u043a\u0430 \u043f\u043e <code>operationId<\/code> \u0431\u0443\u0434\u0435\u0442 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0430 \u043a\u0430\u043a \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u043b\u0435\u0440\u0430, \u0447\u0442\u043e\u0431\u044b \u0435\u0451 \u043c\u043e\u0436\u043d\u043e \u0431\u044b\u043b\u043e \u0433\u0438\u0431\u043a\u043e \u043c\u0435\u043d\u044f\u0442\u044c. GPT-4o \u0436\u0435 \u00ab\u0437\u0430\u0448\u0438\u043b\u00bb \u0441\u043e\u0440\u0442\u0438\u0440\u043e\u0432\u043a\u0443 \u0432 \u0441\u0435\u0440\u0432\u0438\u0441\u043d\u044b\u0439 \u0441\u043b\u043e\u0439. \u0421\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e, \u043b\u044e\u0431\u043e\u0435 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0435 \u0441\u043e\u0440\u0442\u0438\u0440\u043e\u0432\u043a\u0438 \u0442\u0435\u043f\u0435\u0440\u044c \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u043d\u043e\u0432\u043e\u0433\u043e \u0440\u0435\u043b\u0438\u0437\u0430 \u0438 \u043f\u0440\u0430\u0432\u043a\u0438 API<\/p>\n<p><strong>\u041f\u0435\u0440\u0432\u0430\u044f \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0430: <\/strong><code><strong>page = 0<\/strong><\/code><\/p>\n<p>\u041c\u043e\u0434\u0435\u043b\u044c, \u043a\u0430\u043a \u0438 Claude, \u0440\u0435\u0448\u0438\u043b\u0430, \u0447\u0442\u043e \u043d\u0430\u043c \u0443\u0434\u043e\u0431\u043d\u043e \u0441\u0447\u0438\u0442\u0430\u0442\u044c \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b \u0441 \u043d\u0443\u043b\u044f. \u0414\u0430, \u0442\u0430\u043a \u043f\u0440\u0438\u043d\u044f\u0442\u043e \u0432 <code>Pageable<\/code> \u0432 Spring, \u043d\u043e \u0434\u043b\u044f \u043a\u043b\u0438\u0435\u043d\u0442\u0430 \u044d\u0442\u043e \u043d\u0435\u0438\u043d\u0442\u0443\u0438\u0442\u0438\u0432\u043d\u043e, \u0438 \u0442\u0435\u043f\u0435\u0440\u044c \u043f\u0440\u0438\u0434\u0451\u0442\u0441\u044f \u044f\u0432\u043d\u043e \u043f\u0440\u043e\u043f\u0438\u0441\u044b\u0432\u0430\u0442\u044c \u044d\u0442\u043e \u0432 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438 API, \u0447\u0442\u043e\u0431\u044b \u0438\u0437\u0431\u0435\u0436\u0430\u0442\u044c \u043f\u0443\u0442\u0430\u043d\u0438\u0446\u044b.<\/p>\n<p><strong>\u0412\u043e\u0437\u0432\u0440\u0430\u0442 <\/strong><code><strong>Page<\/strong><\/code><strong> \u043d\u0430\u043f\u0440\u044f\u043c\u0443\u044e<\/strong><\/p>\n<p>GPT-4o \u0431\u0435\u0437 \u0441\u0442\u0435\u0441\u043d\u0435\u043d\u0438\u044f \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 <code>Page<\/code> \u043d\u0430\u0440\u0443\u0436\u0443. DTO \u0434\u043b\u044f \u043f\u043e\u0441\u0442\u0440\u0430\u043d\u0438\u0447\u043d\u043e\u0433\u043e \u043e\u0442\u0432\u0435\u0442\u0430 \u043d\u0435 \u0441\u043e\u0437\u0434\u0430\u0451\u0442\u0441\u044f \u2014 \u043a\u043b\u0438\u0435\u043d\u0442 \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u043e\u0433\u0440\u043e\u043c\u043d\u0443\u044e \u043a\u0443\u0447\u0443 \u0441\u043b\u0443\u0436\u0435\u0431\u043d\u043e\u0439 \u043c\u0435\u0442\u0430\u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u0432 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0435 \u0441\u043b\u0443\u0447\u0430\u0435\u0432 \u043d\u0435 \u043d\u0443\u0436\u043d\u0430. \u0414\u043b\u044f \u0443\u0434\u043e\u0431\u0441\u0442\u0432\u0430 \u0438 \u0433\u0438\u0431\u043a\u043e\u0441\u0442\u0438 \u043d\u0443\u0436\u043d\u043e \u0441\u043e\u0437\u0434\u0430\u0432\u0430\u0442\u044c \u0441\u0432\u043e\u044e \u043c\u043e\u0434\u0435\u043b\u044c \u043e\u0442\u0432\u0435\u0442\u0430 (\u043a\u0430\u043a \u0441\u0434\u0435\u043b\u0430\u043b Claude) \u0438 \u043c\u0430\u043f\u0438\u0442\u044c <code>Page<\/code> \u0432 \u043d\u0435\u0451.<\/p>\n<h4>\u041b\u0435\u043d\u0438\u0432\u044b\u0439 ChatGPT<\/h4>\n<p>\u041d\u0430 \u044d\u0442\u043e\u043c \u044d\u0442\u0430\u043f\u0435 \u0441\u0442\u0430\u043b\u043e \u043e\u043a\u043e\u043d\u0447\u0430\u0442\u0435\u043b\u044c\u043d\u043e \u043f\u043e\u043d\u044f\u0442\u043d\u043e: GPT-4o \u043d\u0435 \u0441\u043a\u043b\u043e\u043d\u0435\u043d \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0442\u044c \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043d\u043e \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u044f, \u0435\u0441\u043b\u0438 \u044f\u0432\u043d\u043e \u043d\u0435 \u043f\u043e\u043f\u0440\u043e\u0441\u0438\u0442\u044c. Claude \u0432 \u0430\u043d\u0430\u043b\u043e\u0433\u0438\u0447\u043d\u043e\u043c \u0437\u0430\u0434\u0430\u043d\u0438\u0438 <strong>\u0441\u0430\u043c<\/strong> \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u043b DTO \u0434\u043b\u044f \u043f\u0430\u0433\u0438\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u043e\u0442\u0432\u0435\u0442\u0430. GPT-4o \u0436\u0435 \u043e\u0441\u0442\u0430\u0432\u0438\u043b \u044d\u0442\u043e \u043d\u0430 \u043c\u0435\u043d\u044f \u2014 \u043b\u0438\u0431\u043e \u043f\u0440\u0430\u0432\u0438\u0442\u044c \u0441\u0430\u043c\u043e\u043c\u0443, \u043b\u0438\u0431\u043e \u0442\u0440\u0430\u0442\u0438\u0442\u044c \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u043f\u0440\u043e\u043c\u043f\u0442 \u043d\u0430 \u0434\u043e\u0440\u0430\u0431\u043e\u0442\u043a\u0443.<\/p>\n<h4>\u0412\u044b\u0432\u043e\u0434 \u043f\u043e READ-\u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438<\/h4>\n<p>\u0424\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b <strong>\u0440\u0430\u0431\u043e\u0447\u0438\u0439<\/strong>, \u043d\u043e \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043d\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0441\u043b\u0430\u0431\u043e\u0435: \u0436\u0451\u0441\u0442\u043a\u043e \u0437\u0430\u0448\u0438\u0442\u0430\u044f \u0441\u043e\u0440\u0442\u0438\u0440\u043e\u0432\u043a\u0430, \u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0438\u0435 DTO \u0434\u043b\u044f \u043f\u043e\u0441\u0442\u0440\u0430\u043d\u0438\u0447\u043d\u043e\u0433\u043e \u043e\u0442\u0432\u0435\u0442\u0430. \u0412\u0441\u0451 \u044d\u0442\u043e \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0439, \u0432 \u0440\u0430\u043c\u043a\u0430\u0445 \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u044d\u0442\u043e\u0433\u043e \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e, \u043d\u043e \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u043c \u043f\u0440\u043e\u0435\u043a\u0442\u0435 \u043b\u043e\u0433\u0438\u043a\u0443 \u043f\u0440\u0438\u0434\u0451\u0442\u0441\u044f \u0434\u043e\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u0432\u0440\u0443\u0447\u043d\u0443\u044e \u0438\u043b\u0438 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u043c\u0438 \u0437\u0430\u043f\u0440\u043e\u0441\u0430\u043c\u0438 \u043a \u043c\u043e\u0434\u0435\u043b\u0438.<\/p>\n<p>\u0414\u0432\u0438\u0433\u0430\u0435\u043c\u0441\u044f \u0434\u0430\u043b\u044c\u0448\u0435 \u2014 \u043a \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0435\u043c\u0443 \u044d\u043d\u0434\u043f\u043e\u0438\u043d\u0442\u0443: \u0443\u0434\u0430\u043b\u0435\u043d\u0438\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438.<\/p>\n<blockquote>\n<p><strong>PR \u043d\u0430 read-\u043b\u043e\u0433\u0438\u043a\u0443<\/strong><br \/><a href=\"https:\/\/github.com\/nzinovev\/open-ai-chatgpt\/pull\/4\" rel=\"noopener noreferrer nofollow\">https:\/\/github.com\/nzinovev\/open-ai-chatgpt\/pull\/4<\/a><\/p>\n<\/blockquote>\n<h3>DELETE-\u043b\u043e\u0433\u0438\u043a\u0430<\/h3>\n<p><a class=\"anchor\" name=\"DELETE-%D0%BB%D0%BE%D0%B3%D0%B8%D0%BA%D0%B0\" id=\"DELETE-\u043b\u043e\u0433\u0438\u043a\u0430\"><\/a><\/p>\n<p>\u0420\u0438\u0441\u043a\u043d\u0443\u043b \u0438 \u043d\u0435 \u0434\u043e\u0431\u0430\u0432\u043b\u044f\u043b \u0443\u0442\u043e\u0447\u043d\u044f\u044e\u0449\u0438\u0445 \u0432\u043e\u043f\u0440\u043e\u0441\u043e\u0432 \u2014 \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u043c, \u043a\u0430\u043a GPT-4o \u0441\u043f\u0440\u0430\u0432\u0438\u0442\u0441\u044f \u0441\u0430\u043c.<\/p>\n<p>\u0417\u0430\u043f\u0440\u043e\u0441 \u043a GPT-4o:<\/p>\n<pre><code>Write a DELETE logic for the Operation entity (Controller - Service - DAO).  In the first iteration, skip validation of all fields.<\/code><\/pre>\n<details class=\"spoiler\">\n<summary>DELETE-\u043b\u043e\u0433\u0438\u043a\u0430 \u043e\u0442 GPT-4o<\/summary>\n<div class=\"spoiler__content\">\n<p>Great \u2014 here\u2019s a clean implementation of the <strong>DELETE logic<\/strong> for the <code>Operation<\/code> entity using <code>operationPublicId<\/code> as the lookup key.<\/p>\n<h3>\u2705 Summary<\/h3>\n<h4>\ud83d\udd27 Requirements<\/h4>\n<ul>\n<li>\n<p>Delete by <code>operationPublicId<\/code><\/p>\n<\/li>\n<li>\n<p>Skip field validation for now<\/p>\n<\/li>\n<li>\n<p>Return HTTP <code>204 No Content<\/code> on success<\/p>\n<\/li>\n<li>\n<p>Return HTTP <code>404 Not Found<\/code> if not found<\/p>\n<\/li>\n<\/ul>\n<h3>\u2705 Implementation<\/h3>\n<h4>\ud83d\udcc1 OperationRepository.java<\/h4>\n<p>No changes needed (already has <code>findByOperationPublicId<\/code>)<\/p>\n<h4>\u2757 NotFoundException.java<\/h4>\n<p>Already exists \u2014 reused to return <code>404<\/code><\/p>\n<h4>\ud83d\udcbc OperationService.java \u2014 Add delete method<\/h4>\n<pre><code class=\"java\">public void deleteByPublicId(String publicId) {     Operation operation = operationRepository.findByOperationPublicId(publicId)             .orElseThrow(() -&amp;gt; new NotFoundException(\"Operation not found with publicId: \" + publicId));      operationRepository.delete(operation); } <\/code><\/pre>\n<h4>\ud83c\udf10 OperationController.java \u2014 Add endpoint<\/h4>\n<pre><code class=\"java\">@DeleteMapping(\"\/{operationPublicId}\") public ResponseEntity deleteByPublicId(@PathVariable String operationPublicId) {     operationService.deleteByPublicId(operationPublicId);     return ResponseEntity.noContent().build(); } <\/code><\/pre>\n<h3>\u2705 Resulting Behavior<\/h3>\n<h4>\ud83d\udd04 Request<\/h4>\n<pre><code>DELETE \/api\/operations\/abc-123 <\/code><\/pre>\n<h4>\u2705 Success Response<\/h4>\n<pre><code>204 No Content <\/code><\/pre>\n<h4>\u274c Not Found<\/h4>\n<pre><code>404 Not Found {   \"error\": \"Operation not found with publicId: abc-123\" } <\/code><\/pre>\n<p>Let me know if you&#8217;d like:<\/p>\n<ul>\n<li>\n<p>Soft deletes (e.g., <code>deleted_at<\/code> column)<\/p>\n<\/li>\n<li>\n<p>Deletion protection (e.g., prevent delete for DEPOSIT operations)<\/p>\n<\/li>\n<li>\n<p>Audit logging<\/p>\n<\/li>\n<\/ul>\n<p>Would you like to proceed with testing or add bulk delete support next?<\/p>\n<\/div>\n<\/details>\n<h4>\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442<\/h4>\n<p>\u041c\u043e\u0434\u0435\u043b\u044c \u0431\u0435\u0437 \u043b\u0438\u0448\u043d\u0438\u0445 \u0432\u043e\u043f\u0440\u043e\u0441\u043e\u0432 \u0438 \u043f\u043b\u0430\u043d\u043e\u0432 \u043f\u0435\u0440\u0435\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b\u0430 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0435 \u043a\u0443\u0441\u043a\u0438 \u043a\u043e\u0434\u0430, \u0447\u0442\u043e \u0441\u0442\u0430\u043b\u043e \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u044b\u043c \u0431\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u0441\u043e\u0445\u0440\u0430\u043d\u0451\u043d\u043d\u043e\u043c\u0443 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0443 \u0434\u0438\u0430\u043b\u043e\u0433\u0430 (\u0433\u043e\u0432\u043e\u0440\u0438\u0442 \u043e \u0445\u043e\u0440\u043e\u0448\u0435\u043c \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u043d\u043e\u043c \u043e\u043a\u043d\u0435 ChatGPT). \u041b\u043e\u0433\u0438\u043a\u0430 \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0430\u0441\u044c \u0440\u0430\u0431\u043e\u0447\u0435\u0439, \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0439 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u043c CRUD-\u043e\u043f\u0435\u0440\u0430\u0446\u0438\u044f\u043c.<\/p>\n<h4>\u041d\u0435\u0431\u043e\u043b\u044c\u0448\u0438\u0435 \u0437\u0430\u043c\u0435\u0447\u0430\u043d\u0438\u044f<\/h4>\n<p><code><strong>ResponseEntity<\/strong><\/code><strong> \u0432\u0435\u0437\u0434\u0435<\/strong><\/p>\n<p>\u0412\u043e \u0432\u0441\u0435\u0445 \u044d\u043d\u0434\u043f\u043e\u0438\u043d\u0442\u0430\u0445, \u0432\u043a\u043b\u044e\u0447\u0430\u044f <code>DELETE<\/code>, GPT-4o \u043e\u0431\u043e\u0440\u0430\u0447\u0438\u0432\u0430\u0435\u0442 \u043e\u0442\u0432\u0435\u0442\u044b \u0432 <code>ResponseEntity<\/code>.<\/p>\n<p>\u042d\u0442\u043e \u0440\u0430\u0431\u043e\u0447\u0438\u0439 \u0438 \u0434\u043e\u043f\u0443\u0441\u0442\u0438\u043c\u044b\u0439 \u043f\u043e\u0434\u0445\u043e\u0434, \u043d\u043e \u0432 Spring Boot \u043c\u043e\u0436\u043d\u043e \u043e\u0431\u043e\u0439\u0442\u0438\u0441\u044c \u0431\u0435\u0437 \u044d\u0442\u043e\u0433\u043e \u2014 \u043e\u043d \u0438 \u0442\u0430\u043a \u043e\u0431\u043e\u0440\u0430\u0447\u0438\u0432\u0430\u0435\u0442 \u043e\u0442\u0432\u0435\u0442\u044b \u0432 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u044b\u0439 HTTP-status.<\/p>\n<p>\u0414\u043b\u044f <code>DELETE<\/code> \u043b\u043e\u0433\u0438\u043a\u0438 \u0447\u0430\u0449\u0435 \u0432\u0441\u0435\u0433\u043e \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0432\u0435\u0440\u043d\u0443\u0442\u044c <code>void<\/code> \u0441 \u0430\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u0435\u0439 <code>@ResponseStatus(<\/code><a href=\"http:\/\/HttpStatus.NO\" rel=\"noopener noreferrer nofollow\"><code>HttpStatus.NO<\/code><\/a><code>_CONTENT)<\/code> \u0438\u043b\u0438 \u0430\u043d\u0430\u043b\u043e\u0433\u0438\u0447\u043d\u043e\u0439, \u0447\u0442\u043e \u0434\u0435\u043b\u0430\u0435\u0442 \u043a\u043e\u0434 \u0447\u0443\u0442\u044c \u0447\u0438\u0449\u0435.<\/p>\n<h3>\u0414\u043e\u0431\u0430\u0432\u043b\u044f\u0435\u043c \u0432\u0430\u043b\u0438\u0434\u0430\u0446\u0438\u044e<\/h3>\n<p><a class=\"anchor\" name=\"%D0%94%D0%BE%D0%B1%D0%B0%D0%B2%D0%BB%D1%8F%D0%B5%D0%BC%20%D0%B2%D0%B0%D0%BB%D0%B8%D0%B4%D0%B0%D1%86%D0%B8%D1%8E\" id=\"\u0414\u043e\u0431\u0430\u0432\u043b\u044f\u0435\u043c \u0432\u0430\u043b\u0438\u0434\u0430\u0446\u0438\u044e\"><\/a><\/p>\n<p>\u041f\u043e \u0430\u043d\u0430\u043b\u043e\u0433\u0438\u0438 \u0441 \u0442\u0435\u0441\u0442\u043e\u043c \u041a\u043b\u043e\u0434\u0430, \u044f \u0431\u0435\u0440\u0443 \u0442\u043e\u043b\u044c\u043a\u043e \u043e\u0434\u0438\u043d \u044d\u043d\u0434\u043f\u043e\u0438\u043d\u0442 \u2014 <code>CREATE Operation<\/code> \u2014 \u0438 \u043f\u0440\u043e\u0448\u0443 ChatGPT:<\/p>\n<ul>\n<li>\n<p>\u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u0432\u0430\u043b\u0438\u0434\u0430\u0446\u0438\u044e \u0432\u0445\u043e\u0434\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445<\/p>\n<\/li>\n<li>\n<p>\u043d\u0430\u043f\u0438\u0441\u0430\u0442\u044c unit-\u0442\u0435\u0441\u0442\u044b \u0434\u043b\u044f \u0441\u0435\u0440\u0432\u0438\u0441\u043d\u043e\u0433\u043e \u0441\u043b\u043e\u044f<\/p>\n<\/li>\n<li>\n<p>\u0441\u0434\u0435\u043b\u0430\u0442\u044c MVC-\u0442\u0435\u0441\u0442 \u0434\u043b\u044f \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u043b\u0435\u0440\u0430<\/p>\n<\/li>\n<\/ul>\n<p>\u042f \u043d\u0430\u043f\u043e\u043c\u043d\u0438\u043b \u043c\u043e\u0434\u0435\u043b\u0438 \u0432\u0435\u0441\u044c \u043a\u043e\u0434 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438, \u0432\u043a\u043b\u044e\u0447\u0430\u044f DTO \u0438 Entity, \u0447\u0442\u043e\u0431\u044b \u0443 \u043d\u0435\u0451 \u0431\u044b\u043b \u043f\u043e\u043b\u043d\u044b\u0439 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442.<\/p>\n<details class=\"spoiler\">\n<summary>\u041d\u0430\u043f\u043e\u043c\u0438\u043d\u0430\u044e \u0432\u0435\u0441\u044c \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442<\/summary>\n<div class=\"spoiler__content\">\n<p>This is how the create operation logic is currently implemented.<\/p>\n<h2>Context<\/h2>\n<pre><code class=\"java\">@Data @NoArgsConstructor @AllArgsConstructor @Builder public class CreateOperationRequest {     private String operationName;     private BigDecimal operationAmount;     private OperationType operationType;     private Long categoryId; } <\/code><\/pre>\n<pre><code class=\"java\">@RestController @RequestMapping(\"\/api\/operations\") @RequiredArgsConstructor public class OperationController {      private final OperationService operationService;      @PostMapping     public ResponseEntity createOperation(@RequestBody CreateOperationRequest request) {         var created = operationService.createOperation(request);         return ResponseEntity.ok(created);     } } <\/code><\/pre>\n<pre><code class=\"java\">@Service @RequiredArgsConstructor public class OperationService {      private final OperationRepository operationRepository;     private final CategoryRepository categoryRepository;      public OperationResponse createOperation(CreateOperationRequest request) {         Category category = categoryRepository.findById(request.getCategoryId())                 .orElseThrow(() -&amp;gt; new BadRequestException(\"Category not found\"));          Operation operation = Operation.builder()                 .publicId(UUID.randomUUID().toString())                 .name(request.getOperationName())                 .amount(request.getOperationAmount())                 .type(request.getOperationType())                 .category(category)                 .build();          var saved = operationRepository.save(operation);         return toDto(saved);     }      private OperationResponse toDto(Operation operation) {         return OperationResponse.builder()                 .operationId(operation.getId())                 .operationPublicId(operation.getPublicId())                 .operationName(operation.getName())                 .operationAmount(operation.getAmount())                 .operationType(operation.getType())                 .categoryId(operation.getCategory().getId())                 .build();     } } <\/code><\/pre>\n<pre><code class=\"java\">@Entity @Table(name = \"operation\", schema = \"chatgpt_4o\") @Data @NoArgsConstructor @AllArgsConstructor @Builder public class Operation {      @Id     @GeneratedValue(strategy = GenerationType.IDENTITY)     @Column(name = \"operation_id\", nullable = false)     private Long id;      @Column(name = \"operation_public_id\", nullable = false, unique = true)     private String publicId;      @Column(name = \"operation_name\", nullable = false)     private String name;      @Column(name = \"operation_amount\", nullable = false)     private BigDecimal amount;      @Enumerated(EnumType.STRING)     @Column(name = \"operation_type\", nullable = false)     private OperationType type;      @ManyToOne(fetch = FetchType.LAZY)     @JoinColumn(name = \"category_id\", nullable = false)     private Category category;      @Override     public boolean equals(Object o) {         if (this == o) return true;         if (!(o instanceof Operation operation)) return false;         return id != null &amp;amp;&amp;amp; id.equals(operation.id);     }      @Override     public int hashCode() {         return id != null ? id.hashCode() : super.hashCode();     } } <\/code><\/pre>\n<h2>Question<\/h2>\n<p>Add validation for &#171;create operation&#187; logic.<\/p>\n<p>Think step by step. If you have any questions, ask them first.<\/p>\n<\/div>\n<\/details>\n<details class=\"spoiler\">\n<summary>\u0412\u0430\u043b\u0438\u0434\u0430\u0446\u0438\u044f \u043e\u0442 GPT-4o<\/summary>\n<div class=\"spoiler__content\">\n<p>Perfect \u2014 thanks for the confirmation.<\/p>\n<p>We&#8217;ll now implement full validation for the <strong>Create Operation<\/strong> flow using:<\/p>\n<ul>\n<li>\n<p><code>jakarta.validation<\/code> annotations<\/p>\n<\/li>\n<li>\n<p><code>@Valid<\/code> in the controller<\/p>\n<\/li>\n<li>\n<p>A custom global exception handler to return a <strong>structured 400 response<\/strong><\/p>\n<\/li>\n<\/ul>\n<h3>\u2705 Step 1: Add Validation to CreateOperationRequest<\/h3>\n<pre><code class=\"java\">package com.yourcompany.yourapp.dto;  import com.yourcompany.yourapp.model.OperationType; import jakarta.validation.constraints.*; import lombok.*;  import java.math.BigDecimal;  @Data @NoArgsConstructor @AllArgsConstructor @Builder public class CreateOperationRequest {      @NotBlank(message = \"Operation name is required\")     @Size(max = 255, message = \"Operation name must not exceed 255 characters\")     private String operationName;      @NotNull(message = \"Amount is required\")     @DecimalMin(value = \"0.01\", inclusive = true, message = \"Amount must be greater than 0\")     private BigDecimal operationAmount;      @NotNull(message = \"Operation type is required\")     private OperationType operationType;      @NotNull(message = \"Category ID is required\")     private Long categoryId; } <\/code><\/pre>\n<h3>\u2705 Step 2: Enable Validation in OperationController<\/h3>\n<p>Update the controller method to use <code>@Valid<\/code>:<\/p>\n<pre><code class=\"java\">@PostMapping public ResponseEntity createOperation(@RequestBody @Valid CreateOperationRequest request) {     var created = operationService.createOperation(request);     return ResponseEntity.ok(created); } <\/code><\/pre>\n<h3>\u2705 Step 3: Add Global Exception Handler for Validation Errors<\/h3>\n<p>Create a new class:<\/p>\n<p>&gt; <code>exception\/<\/code><a href=\"http:\/\/GlobalExceptionHandler.java\" rel=\"noopener noreferrer nofollow\"><code>GlobalExceptionHandler.java<\/code><\/a><\/p>\n<pre><code class=\"java\">package com.yourcompany.yourapp.exception;  import jakarta.validation.ConstraintViolationException; import org.springframework.http.HttpStatus; import org.springframework.http.ResponseEntity; import org.springframework.web.bind.MethodArgumentNotValidException; import org.springframework.web.bind.annotation.*;  import java.util.HashMap; import java.util.Map;  @RestControllerAdvice public class GlobalExceptionHandler {      @ExceptionHandler(MethodArgumentNotValidException.class)     public ResponseEntity&amp;gt; handleValidationErrors(MethodArgumentNotValidException ex) {         Map errors = new HashMap&amp;lt;&amp;gt;();          ex.getBindingResult().getFieldErrors().forEach(fieldError -&amp;gt; {             errors.put(fieldError.getField(), fieldError.getDefaultMessage());         });          Map response = new HashMap&amp;lt;&amp;gt;();         response.put(\"status\", 400);         response.put(\"error\", \"Bad Request\");         response.put(\"message\", \"Validation failed\");         response.put(\"errors\", errors);          return ResponseEntity.badRequest().body(response);     } } <\/code><\/pre>\n<h3>\u2705 Example Response<\/h3>\n<h4>\u274c POST \/api\/operations with invalid data:<\/h4>\n<pre><code class=\"json\">{   \"operationAmount\": -5,   \"operationType\": null,   \"categoryId\": null } <\/code><\/pre>\n<h4>\u2705 Response: 400 Bad Request<\/h4>\n<pre><code class=\"json\">{   \"status\": 400,   \"error\": \"Bad Request\",   \"message\": \"Validation failed\",   \"errors\": {     \"operationName\": \"Operation name is required\",     \"operationAmount\": \"Amount must be greater than 0\",     \"operationType\": \"Operation type is required\",     \"categoryId\": \"Category ID is required\"   } } <\/code><\/pre>\n<p>Let me know if you want:<\/p>\n<ul>\n<li>\n<p>To add constraints to prevent duplicate <code>operationPublicId<\/code> (custom validator)<\/p>\n<\/li>\n<li>\n<p>To group validation messages under error codes for frontend mapping<\/p>\n<\/li>\n<li>\n<p>To extend the same pattern to Update logic<\/p>\n<\/li>\n<\/ul>\n<p>Would you like me to update the PATCH\/UPDATE logic with validation next?<\/p>\n<\/div>\n<\/details>\n<h4>\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u043f\u0435\u0440\u0432\u043e\u0433\u043e \u0437\u0430\u0445\u043e\u0434\u0430<\/h4>\n<p>ChatGPT \u0432\u044b\u0434\u0430\u043b \u043a\u043e\u0434 \u0441 \u0432\u0430\u043b\u0438\u0434\u0430\u0446\u0438\u0435\u0439, \u043d\u043e\u2026<\/p>\n<p><strong>\u041d\u0435\u0442 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u044b\u0445 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0435\u0439<\/strong><\/p>\n<p>\u0420\u043e\u0432\u043d\u043e \u0442\u0430 \u0436\u0435 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430, \u0447\u0442\u043e \u0438 \u0441 \u041a\u043b\u043e\u0434\u043e\u043c:<\/p>\n<ul>\n<li>\n<p>\u041d\u0435 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d \u043f\u0430\u043a\u0435\u0442 <code>jakarta.validation<\/code> (\u044d\u0442\u043e \u043e\u0447\u0435\u0432\u0438\u0434\u043d\u043e \u0438 IDE \u0441\u0440\u0430\u0437\u0443 \u043f\u043e\u0434\u0441\u043a\u0430\u0436\u0435\u0442, \u0447\u0442\u043e \u0430\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u0438 \u043d\u0435 \u043d\u0430\u0445\u043e\u0434\u044f\u0442\u0441\u044f)<\/p>\n<\/li>\n<li>\n<p>\u041d\u043e \u0433\u043b\u0430\u0432\u043d\u043e\u0435 \u2014 \u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u0435\u0442 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u044c:<\/p>\n<\/li>\n<\/ul>\n<pre><code class=\"xml\">&lt;dependency&gt;      &lt;groupId&gt;org.springframework.boot&lt;\/groupId&gt;      &lt;artifactId&gt;spring-boot-starter-validation&lt;\/artifactId&gt;   &lt;\/dependency&gt;<\/code><\/pre>\n<p>\u042d\u0442\u0430 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u044c \u043d\u0435\u043e\u0447\u0435\u0432\u0438\u0434\u043d\u0430 \u0434\u043b\u044f \u043d\u043e\u0432\u0438\u0447\u043a\u043e\u0432: \u043a\u043e\u0434 \u0431\u0443\u0434\u0435\u0442 \u043a\u043e\u043c\u043f\u0438\u043b\u0438\u0440\u043e\u0432\u0430\u0442\u044c\u0441\u044f, \u043d\u043e \u0432\u0430\u043b\u0438\u0434\u0430\u0446\u0438\u044f \u043f\u0440\u0438 \u044d\u0442\u043e\u043c \u043d\u0435 \u0431\u0443\u0434\u0435\u0442 \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c.<\/p>\n<p><strong>\u041f\u0440\u0438\u043c\u0438\u0442\u0438\u0432\u043d\u044b\u0439 <\/strong><code><strong>GlobalExceptionHandler<\/strong><\/code><\/p>\n<p>\u0427\u0430\u0442 \u0434\u043e\u0431\u0430\u0432\u0438\u043b \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a \u0438\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0439, \u043d\u043e \u0440\u0435\u0448\u0438\u043b \u0432\u0435\u0440\u043d\u0443\u0442\u044c \u043f\u0440\u043e\u0441\u0442\u043e <code>HashMap<\/code>. \u042d\u0442\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u043f\u043e\u0434\u0445\u043e\u0434\u0438\u0442 \u0440\u0430\u0437\u0432\u0435 \u0447\u0442\u043e \u0434\u043b\u044f \u0431\u044b\u0441\u0442\u0440\u043e\u0439 \u043e\u0442\u043b\u0430\u0434\u043a\u0438. \u0412 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u043c \u043f\u0440\u043e\u0435\u043a\u0442\u0435 \u043d\u0443\u0436\u0435\u043d \u0447\u0451\u0442\u043a\u0438\u0439 \u043a\u043e\u043d\u0442\u0440\u0430\u043a\u0442 \u0434\u043b\u044f \u043e\u0448\u0438\u0431\u043e\u043a, \u0447\u0442\u043e\u0431\u044b \u043a\u043b\u0438\u0435\u043d\u0442\u044b API \u043f\u043e\u043d\u0438\u043c\u0430\u043b\u0438 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u043e\u0442\u0432\u0435\u0442\u0430 (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, <code>ErrorResponse<\/code> \u0441 \u043a\u043e\u0434\u043e\u043c, \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435\u043c, \u0432\u0440\u0435\u043c\u0435\u043d\u0435\u043c \u0438 \u0442.\u0434.). \u041a\u0430\u043a \u044f \u0443\u0436\u0435 \u0433\u043e\u0432\u043e\u0440\u0438\u043b \u0440\u0430\u043d\u0435\u0435, ChatGPT \u043e\u0447\u0435\u043d\u044c \u043b\u0435\u043d\u0438\u0432\u044b\u0439.<\/p>\n<p><strong>\u0423\u0442\u0435\u0440\u044f\u043d\u043d\u044b\u0435 \u0438\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u044f<\/strong><\/p>\n<p>\u0412 \u0441\u0435\u0440\u0432\u0438\u0441\u0435 \u0443\u0436\u0435 \u0431\u044b\u043b\u043e \u0438\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435:<\/p>\n<pre><code class=\"java\">    public OperationResponse createOperation(CreateOperationRequest request) {         Category category = categoryRepository.findById(request.getCategoryId())                 .orElseThrow(() -&gt; new BadRequestException(\"Category not found\")); \/\/\u043e\u0441\u0442\u0430\u043b\u044c\u043d\u043e\u0439 \u043a\u043e\u0434 }<\/code><\/pre>\n<p>\u0412\u043c\u0435\u0441\u0442\u043e \u0442\u043e\u0433\u043e \u0447\u0442\u043e\u0431\u044b \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u0435\u0433\u043e \u0432 \u043e\u0431\u0449\u0438\u0439 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a \u043e\u0448\u0438\u0431\u043e\u043a, \u043c\u043e\u0434\u0435\u043b\u044c \u043f\u0440\u043e\u0438\u0433\u043d\u043e\u0440\u0438\u0440\u043e\u0432\u0430\u043b\u0430 \u044d\u0442\u043e\u0442 \u043c\u043e\u043c\u0435\u043d\u0442.<\/p>\n<p>\u041c\u043e\u0436\u043d\u043e \u043e\u0431\u044a\u044f\u0441\u043d\u0438\u0442\u044c \u044d\u0442\u043e \u0442\u0435\u043c, \u0447\u0442\u043e ChatGPT &#171;\u043f\u043e\u043c\u043d\u0438\u0442&#187; \u043f\u0440\u043e \u0442\u043e, \u0447\u0442\u043e \u043d\u0430\u0434 \u0438\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435\u043c \u0435\u0441\u0442\u044c <code>@ResponseStatus(HttpStatus.BAD_REQUEST)<\/code> \u2014 \u0438 ChatGPT \u043c\u043e\u0433 \u00ab\u043f\u043e\u0441\u0447\u0438\u0442\u0430\u0442\u044c\u00bb, \u0447\u0442\u043e \u044d\u0442\u043e\u0433\u043e \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e, \u043d\u043e \u043f\u0440\u0438 \u043f\u043e\u044f\u0432\u043b\u0435\u043d\u0438\u0438 \u0446\u0435\u043d\u0442\u0440\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0430 \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u0435\u0435 \u0431\u044b\u043b\u043e \u0431\u044b \u043b\u0438\u0431\u043e \u043f\u0435\u0440\u0435\u043d\u0435\u0441\u0442\u0438 \u0442\u0443\u0434\u0430 \u0432\u0441\u0435 \u043f\u043e\u0434\u043e\u0431\u043d\u044b\u0435 \u0438\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u044f, \u043b\u0438\u0431\u043e \u0445\u043e\u0442\u044f \u0431\u044b \u044f\u0432\u043d\u043e \u0443\u043f\u043e\u043c\u044f\u043d\u0443\u0442\u044c \u0432 \u00ab\u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0445 \u0448\u0430\u0433\u0430\u0445\u00bb, \u0447\u0442\u043e \u044d\u0442\u043e \u043d\u0443\u0436\u043d\u043e \u0441\u0434\u0435\u043b\u0430\u0442\u044c<\/p>\n<h4>\u0427\u0438\u043d\u0438\u043c \u0432\u0430\u043b\u0438\u0434\u0430\u0446\u0438\u044e<\/h4>\n<p>\u042f \u0434\u0430\u043b \u043c\u043e\u0434\u0435\u043b\u0438 \u0442\u043e\u0442 \u0436\u0435 \u0437\u0430\u043f\u0440\u043e\u0441, \u0447\u0442\u043e \u0438 \u041a\u043b\u043e\u0434\u0443:<\/p>\n<pre><code>I've added annotations to CreateOperationRequest. However, when I send a request with incorrect data, the application does not respond with a validation error. The app ignores all annotations related to validation and passing the request on.<\/code><\/pre>\n<details class=\"spoiler\">\n<summary>\u041e\u0442\u0432\u0435\u0442 GPT-4o<\/summary>\n<div class=\"spoiler__content\">\n<p>Thanks for the update \u2014 when validation annotations are <strong>ignored<\/strong>, it usually comes down to one of the following <strong>3 root causes<\/strong> in Spring Boot.<\/p>\n<p>Let\u2019s diagnose and fix this step by step.<\/p>\n<h3>\u2705 1. @Valid Annotation Must Be on the Controller Parameter<\/h3>\n<p><strong>Problem:<\/strong> The controller method is missing <code>@Valid<\/code>.<\/p>\n<p><strong>Fix:<\/strong> Ensure your controller method looks like this:<\/p>\n<pre><code class=\"java\">@PostMapping public ResponseEntity createOperation(@RequestBody @Valid CreateOperationRequest request) {     var created = operationService.createOperation(request);     return ResponseEntity.ok(created); } <\/code><\/pre>\n<p>\u26a0\ufe0f If <code>@Valid<\/code> is missing, Spring will <strong>not trigger validation<\/strong> even if annotations are present in the DTO.<\/p>\n<h3>\u2705 2. You Must Be Using jakarta.validation (Correct Import)<\/h3>\n<p><strong>Problem:<\/strong> You&#8217;re importing validation annotations from <code>javax.validation<\/code> in a Spring Boot 3+ project, which uses <strong>Jakarta EE 10<\/strong>.<\/p>\n<p><strong>Fix:<\/strong><\/p>\n<p>Make sure these are your imports:<\/p>\n<pre><code class=\"java\">import jakarta.validation.constraints.NotBlank; import jakarta.validation.constraints.NotNull; import jakarta.validation.constraints.DecimalMin; import jakarta.validation.Valid; <\/code><\/pre>\n<p>If you&#8217;re mixing <code>javax<\/code> and <code>jakarta<\/code>, validation will silently fail.<\/p>\n<h3>\u2705 3. The Validation Starter Must Be on the Classpath<\/h3>\n<p><strong>Problem:<\/strong> Missing dependency.<\/p>\n<p><strong>Fix:<\/strong> Ensure your <code>pom.xml<\/code> includes this starter:<\/p>\n<pre><code class=\"xml\">   org.springframework.boot   spring-boot-starter-validation  <\/code><\/pre>\n<p>This starter pulls in Jakarta Bean Validation support.<\/p>\n<h3>\u2705 Recap: Do These 3 Things<\/h3>\n<ul>\n<li>\n<p>Use <code>@Valid<\/code> in the controller: <code>@RequestBody @Valid CreateOperationRequest<\/code><\/p>\n<\/li>\n<li>\n<p>Use <code>jakarta.validation.*<\/code> annotations in the DTO<\/p>\n<\/li>\n<li>\n<p>Add <code>spring-boot-starter-validation<\/code> to your dependencies<\/p>\n<\/li>\n<\/ul>\n<p>Would you like me to review your <code>pom.xml<\/code> or controller code if the issue persists after checking these?<\/p>\n<\/div>\n<\/details>\n<p>\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u2014 \u043a\u043e\u0440\u043e\u0442\u043a\u0438\u0439, \u0447\u0451\u0442\u043a\u0438\u0439 \u0438 \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u0439 \u043e\u0442\u0432\u0435\u0442 \u0441 \u043e\u0431\u044a\u044f\u0441\u043d\u0435\u043d\u0438\u0435\u043c \u043f\u0440\u0438\u0447\u0438\u043d\u044b \u0438 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u044b\u043c \u0440\u0435\u0448\u0435\u043d\u0438\u0435\u043c. \u042d\u0442\u043e \u043a\u0430\u043a \u0440\u0430\u0437 \u0442\u043e\u0442 \u0441\u043b\u0443\u0447\u0430\u0439, \u043a\u043e\u0433\u0434\u0430 GPT-4o \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442 \u0441\u0438\u043b\u044c\u043d\u0443\u044e \u0441\u0442\u043e\u0440\u043e\u043d\u0443: \u0442\u043e\u0447\u0435\u0447\u043d\u0430\u044f \u0434\u0438\u0430\u0433\u043d\u043e\u0441\u0442\u0438\u043a\u0430 \u0438 \u0431\u044b\u0441\u0442\u0440\u044b\u0439 \u0444\u0438\u043a\u0441 \u0431\u0435\u0437 \u043b\u0438\u0448\u043d\u0435\u0439 \u0432\u043e\u0434\u044b.<\/p>\n<p>Claude, \u0434\u043b\u044f \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044f, \u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u043b \u043b\u0438\u0448\u043d\u0438\u0435 \u0431\u043b\u043e\u043a\u0438 \u043a\u043e\u0434\u0430, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043b\u0438\u0448\u044c \u043f\u0443\u0442\u0430\u044e\u0442 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0430.<\/p>\n<h4>\u0412\u044b\u0432\u043e\u0434 \u043f\u043e \u0432\u0430\u043b\u0438\u0434\u0430\u0446\u0438\u0438<\/h4>\n<p>GPT-4o \u0443\u0432\u0435\u0440\u0435\u043d\u043d\u043e \u0441\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0441 \u0442\u043e\u0447\u0435\u0447\u043d\u044b\u043c\u0438 \u0438\u0441\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f\u043c\u0438 \u0438 \u0434\u0438\u0430\u0433\u043d\u043e\u0441\u0442\u0438\u043a\u043e\u0439 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u044b\u0445 \u043f\u0440\u043e\u0431\u043b\u0435\u043c, \u043d\u043e \u0435\u0441\u043b\u0438 \u0437\u0430\u0434\u0430\u0447\u0430 \u043f\u043e\u0434\u0440\u0430\u0437\u0443\u043c\u0435\u0432\u0430\u0435\u0442 \u043f\u0440\u043e\u0440\u0430\u0431\u043e\u0442\u043a\u0443 \u0446\u0435\u043b\u043e\u0441\u0442\u043d\u043e\u0439 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0432\u0430\u043b\u0438\u0434\u0430\u0446\u0438\u044f + \u0442\u0435\u0441\u0442\u044b + \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0438\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0439), \u043c\u043e\u0434\u0435\u043b\u044c \u0447\u0430\u0441\u0442\u043e \u043e\u0442\u0434\u0430\u0451\u0442 \u043f\u0440\u0438\u043c\u0438\u0442\u0438\u0432\u043d\u044b\u0435 \u0438\u043b\u0438 \u043d\u0435\u043f\u043e\u043b\u043d\u044b\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u044f, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043d\u0443\u0436\u043d\u043e \u0434\u043e\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u0432\u0440\u0443\u0447\u043d\u0443\u044e.<\/p>\n<blockquote>\n<p><strong>PR \u0441 \u0432\u0430\u043b\u0438\u0434\u0430\u0446\u0438\u0435\u0439<\/strong><br \/><a href=\"https:\/\/github.com\/nzinovev\/open-ai-chatgpt\/pull\/6\" rel=\"noopener noreferrer nofollow\">https:\/\/github.com\/nzinovev\/open-ai-chatgpt\/pull\/6<\/a><\/p>\n<\/blockquote>\n<h3>Unit-\u0442\u0435\u0441\u0442\u044b<\/h3>\n<p><a class=\"anchor\" name=\"Unit-%D1%82%D0%B5%D1%81%D1%82%D1%8B\" id=\"Unit-\u0442\u0435\u0441\u0442\u044b\"><\/a><\/p>\n<p>\u0412 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0444\u0438\u043d\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0437\u0430\u0434\u0430\u043d\u0438\u044f \u044f \u043f\u043e\u043f\u0440\u043e\u0441\u0438\u043b ChatGPT-4o \u043d\u0430\u043f\u0438\u0441\u0430\u0442\u044c \u043f\u043e\u0437\u0438\u0442\u0438\u0432\u043d\u044b\u0435 \u0438 \u043d\u0435\u0433\u0430\u0442\u0438\u0432\u043d\u044b\u0435 \u0442\u0435\u0441\u0442\u044b \u0434\u043b\u044f \u0432\u0441\u0435\u0439 \u043b\u043e\u0433\u0438\u043a\u0438 \u0432\u043d\u0443\u0442\u0440\u0438 <code>OperationService<\/code>.<\/p>\n<details class=\"spoiler\">\n<summary>\u041d\u0430\u043f\u043e\u043c\u0438\u043d\u0430\u044e \u043b\u043e\u0433\u0438\u043a\u0443 \u0438 \u043f\u0440\u043e\u0448\u0443 \u043d\u0430\u043f\u0438\u0441\u0430\u0442\u044c \u0442\u0435\u0441\u0442\u044b<\/summary>\n<div class=\"spoiler__content\">\n<p>This is a reminder of the code contained in the OperationService class:<\/p>\n<pre><code class=\"java\">@Service @RequiredArgsConstructor public class OperationService {      private final OperationRepository operationRepository;     private final CategoryRepository categoryRepository;      public OperationResponse createOperation(CreateOperationRequest request) {         Category category = categoryRepository.findById(request.getCategoryId())                 .orElseThrow(() -&amp;gt; new BadRequestException(\"Category not found\"));          Operation operation = Operation.builder()                 .publicId(UUID.randomUUID().toString())                 .name(request.getOperationName())                 .amount(request.getOperationAmount())                 .type(request.getOperationType())                 .category(category)                 .build();          var saved = operationRepository.save(operation);         return toDto(saved);     }      public OperationResponse updateOperation(String publicId, UpdateOperationRequest request) {         Operation operation = operationRepository.findOperationByPublicId(publicId)                 .orElseThrow(() -&amp;gt; new BadRequestException(\"Operation not found with publicId: \" + publicId));          if (request.getOperationName() != null) {             operation.setName(request.getOperationName());         }          if (request.getOperationAmount() != null) {             operation.setAmount(request.getOperationAmount());         }          if (request.getOperationType() != null) {             operation.setType(request.getOperationType());         }          if (request.getCategoryId() != null) {             Category category = categoryRepository.findById(request.getCategoryId())                     .orElseThrow(() -&amp;gt; new BadRequestException(\"Category not found: \" + request.getCategoryId()));             operation.setCategory(category);         } else if (request.getCategoryId() == null) {             throw new BadRequestException(\"Category ID is required when updating category\");         }          Operation saved = operationRepository.save(operation);          return toDto(saved);     }      public Page findAllOperations(int page, int size) {         var pageable = PageRequest.of(page, size, Sort.by(Sort.Direction.DESC, \"id\"));         Page operations = operationRepository.findAll(pageable);          return operations.map(this::toDto);     }      public OperationResponse findByPublicId(String publicId) {         Operation operation = operationRepository.findOperationByPublicId(publicId)                 .orElseThrow(() -&amp;gt; new NotFoundException(\"Operation not found with publicId: \" + publicId));         return toDto(operation);     }      public void deleteByPublicId(String publicId) {         Operation operation = operationRepository.findOperationByPublicId(publicId)                 .orElseThrow(() -&amp;gt; new NotFoundException(\"Operation not found with publicId: \" + publicId));              operationRepository.delete(operation);     }      private OperationResponse toDto(Operation operation) {         return OperationResponse.builder()                 .operationId(operation.getId())                 .operationPublicId(operation.getPublicId())                 .operationName(operation.getName())                 .operationAmount(operation.getAmount())                 .operationType(operation.getType())                 .categoryId(operation.getCategory().getId())                 .build();     } } <\/code><\/pre>\n<p>Write unit-tests for OperationService. You should write positive and negative tests where it&#8217;s needed (for example: check that an exception will be thrown)<\/p>\n<\/div>\n<\/details>\n<details class=\"spoiler\">\n<summary>\u041e\u0442\u0432\u0435\u0442 GPT-4o<\/summary>\n<div class=\"spoiler__content\">\n<p>Perfect \u2014 let\u2019s create <strong>unit tests for <\/strong><code><strong>OperationService<\/strong><\/code>, covering both positive and negative paths.<\/p>\n<h3>\u2705 Tools &amp; Setup<\/h3>\n<p>We\u2019ll use:<\/p>\n<ul>\n<li>\n<p><strong>JUnit 5<\/strong><\/p>\n<\/li>\n<li>\n<p><strong>Mockito<\/strong> (<code>@Mock<\/code>, <code>@InjectMocks<\/code>)<\/p>\n<\/li>\n<li>\n<p><code>@ExtendWith(MockitoExtension.class)<\/code><\/p>\n<\/li>\n<\/ul>\n<h3>\u2705 Test Cases to Cover<\/h3>\n<div>\n<div class=\"table\">\n<table>\n<tbody>\n<tr>\n<th>\n<p align=\"left\">Method<\/p>\n<\/th>\n<th>\n<p align=\"left\">Scenario<\/p>\n<\/th>\n<th>\n<p align=\"left\">Expectation<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\"><code>createOperation<\/code><\/p>\n<\/td>\n<td>\n<p align=\"left\">Valid input<\/p>\n<\/td>\n<td>\n<p align=\"left\">Saves and returns DTO<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\n<\/td>\n<td>\n<p align=\"left\">Category not found<\/p>\n<\/td>\n<td>\n<p align=\"left\">Throws <code>BadRequestException<\/code><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\"><code>updateOperation<\/code><\/p>\n<\/td>\n<td>\n<p align=\"left\">Valid update<\/p>\n<\/td>\n<td>\n<p align=\"left\">Applies changes and returns DTO<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\n<\/td>\n<td>\n<p align=\"left\">Operation not found<\/p>\n<\/td>\n<td>\n<p align=\"left\">Throws <code>BadRequestException<\/code><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\n<\/td>\n<td>\n<p align=\"left\">Category not found<\/p>\n<\/td>\n<td>\n<p align=\"left\">Throws <code>BadRequestException<\/code><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\n<\/td>\n<td>\n<p align=\"left\"><code>categoryId<\/code> is null<\/p>\n<\/td>\n<td>\n<p align=\"left\">Throws <code>BadRequestException<\/code><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\"><code>findByPublicId<\/code><\/p>\n<\/td>\n<td>\n<p align=\"left\">Found<\/p>\n<\/td>\n<td>\n<p align=\"left\">Returns DTO<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\n<\/td>\n<td>\n<p align=\"left\">Not found<\/p>\n<\/td>\n<td>\n<p align=\"left\">Throws <code>NotFoundException<\/code><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\"><code>findAllOperations<\/code><\/p>\n<\/td>\n<td>\n<p align=\"left\">Returns paginated result<\/p>\n<\/td>\n<td>\n<p align=\"left\">Returns correct page<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\"><code>deleteByPublicId<\/code><\/p>\n<\/td>\n<td>\n<p align=\"left\">Found<\/p>\n<\/td>\n<td>\n<p align=\"left\">Deletes operation<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\n<\/td>\n<td>\n<p align=\"left\">Not found<\/p>\n<\/td>\n<td>\n<p align=\"left\">Throws <code>NotFoundException<\/code><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<h3>\u2705 Test File: OperationServiceTest.java<\/h3>\n<pre><code class=\"java\">package com.yourcompany.yourapp.service;  import com.yourcompany.yourapp.dto.CreateOperationRequest; import com.yourcompany.yourapp.dto.UpdateOperationRequest; import com.yourcompany.yourapp.exception.BadRequestException; import com.yourcompany.yourapp.exception.NotFoundException; import com.yourcompany.yourapp.model.*; import com.yourcompany.yourapp.repository.CategoryRepository; import com.yourcompany.yourapp.repository.OperationRepository; import org.junit.jupiter.api.BeforeEach; import org.junit.jupiter.api.Test; import org.junit.jupiter.api.extension.ExtendWith;  import org.mockito.InjectMocks; import org.mockito.Mock; import org.mockito.junit.jupiter.MockitoExtension;  import org.springframework.data.domain.*;  import java.math.BigDecimal; import java.util.*;  import static org.assertj.core.api.Assertions.*; import static org.mockito.Mockito.*;  @ExtendWith(MockitoExtension.class) class OperationServiceTest {      @Mock private OperationRepository operationRepository;     @Mock private CategoryRepository categoryRepository;      @InjectMocks private OperationService operationService;      private Category category;     private Operation operation;      @BeforeEach     void setUp() {         category = Category.builder().id(1L).name(\"Test Category\").build();         operation = Operation.builder()                 .id(1L)                 .publicId(\"uuid-123\")                 .name(\"Test Operation\")                 .amount(BigDecimal.valueOf(100))                 .type(OperationType.DEPOSIT)                 .category(category)                 .build();     }      \/\/ --- CREATE ---      @Test     void createOperation_success() {         var request = CreateOperationRequest.builder()                 .operationName(\"Create\")                 .operationAmount(BigDecimal.TEN)                 .operationType(OperationType.DEPOSIT)                 .categoryId(1L)                 .build();          when(categoryRepository.findById(1L)).thenReturn(Optional.of(category));         when(operationRepository.save(any())).thenReturn(operation);          var response = operationService.createOperation(request);          assertThat(response).isNotNull();         assertThat(response.getOperationName()).isEqualTo(\"Test Operation\");         verify(operationRepository).save(any());     }      @Test     void createOperation_categoryNotFound_throwsBadRequest() {         var request = CreateOperationRequest.builder()                 .categoryId(999L)                 .operationAmount(BigDecimal.TEN)                 .operationName(\"Invalid\")                 .operationType(OperationType.DEPOSIT)                 .build();          when(categoryRepository.findById(999L)).thenReturn(Optional.empty());          assertThatThrownBy(() -&amp;gt; operationService.createOperation(request))                 .isInstanceOf(BadRequestException.class)                 .hasMessageContaining(\"Category not found\");     }      \/\/ --- UPDATE ---      @Test     void updateOperation_success() {         var request = UpdateOperationRequest.builder()                 .operationName(\"Updated\")                 .operationAmount(BigDecimal.valueOf(999))                 .operationType(OperationType.WITHDRAW)                 .categoryId(1L)                 .build();          when(operationRepository.findOperationByPublicId(\"uuid-123\")).thenReturn(Optional.of(operation));         when(categoryRepository.findById(1L)).thenReturn(Optional.of(category));         when(operationRepository.save(any())).thenReturn(operation);          var result = operationService.updateOperation(\"uuid-123\", request);          assertThat(result.getOperationAmount()).isEqualTo(BigDecimal.valueOf(100)); \/\/ from setup         verify(operationRepository).save(any());     }      @Test     void updateOperation_operationNotFound_throwsBadRequest() {         when(operationRepository.findOperationByPublicId(\"missing\")).thenReturn(Optional.empty());          assertThatThrownBy(() -&amp;gt; operationService.updateOperation(\"missing\", new UpdateOperationRequest()))                 .isInstanceOf(BadRequestException.class)                 .hasMessageContaining(\"Operation not found\");     }      @Test     void updateOperation_categoryIdMissing_throwsBadRequest() {         var request = UpdateOperationRequest.builder().categoryId(null).build();         when(operationRepository.findOperationByPublicId(\"uuid-123\")).thenReturn(Optional.of(operation));          assertThatThrownBy(() -&amp;gt; operationService.updateOperation(\"uuid-123\", request))                 .isInstanceOf(BadRequestException.class)                 .hasMessageContaining(\"Category ID is required\");     }      @Test     void updateOperation_categoryNotFound_throwsBadRequest() {         var request = UpdateOperationRequest.builder().categoryId(99L).build();          when(operationRepository.findOperationByPublicId(\"uuid-123\")).thenReturn(Optional.of(operation));         when(categoryRepository.findById(99L)).thenReturn(Optional.empty());          assertThatThrownBy(() -&amp;gt; operationService.updateOperation(\"uuid-123\", request))                 .isInstanceOf(BadRequestException.class)                 .hasMessageContaining(\"Category not found\");     }      \/\/ --- FIND ONE ---      @Test     void findByPublicId_success() {         when(operationRepository.findOperationByPublicId(\"uuid-123\")).thenReturn(Optional.of(operation));          var result = operationService.findByPublicId(\"uuid-123\");          assertThat(result.getOperationName()).isEqualTo(\"Test Operation\");     }      @Test     void findByPublicId_notFound_throwsNotFound() {         when(operationRepository.findOperationByPublicId(\"missing\")).thenReturn(Optional.empty());          assertThatThrownBy(() -&amp;gt; operationService.findByPublicId(\"missing\"))                 .isInstanceOf(NotFoundException.class);     }      \/\/ --- FIND ALL ---      @Test     void findAllOperations_success() {         var page = new PageImpl&amp;lt;&amp;gt;(List.of(operation));         when(operationRepository.findAll(any(Pageable.class))).thenReturn(page);          var result = operationService.findAllOperations(0, 10);          assertThat(result.getContent()).hasSize(1);     }      \/\/ --- DELETE ---      @Test     void deleteByPublicId_success() {         when(operationRepository.findOperationByPublicId(\"uuid-123\")).thenReturn(Optional.of(operation));          operationService.deleteByPublicId(\"uuid-123\");          verify(operationRepository).delete(operation);     }      @Test     void deleteByPublicId_notFound_throwsNotFound() {         when(operationRepository.findOperationByPublicId(\"missing\")).thenReturn(Optional.empty());          assertThatThrownBy(() -&amp;gt; operationService.deleteByPublicId(\"missing\"))                 .isInstanceOf(NotFoundException.class);     } } <\/code><\/pre>\n<h3>\u2705 Notes<\/h3>\n<ul>\n<li>\n<p>Uses <strong>Mockito<\/strong> for mocking repositories.<\/p>\n<\/li>\n<li>\n<p>Uses <strong>AssertJ<\/strong> (<code>assertThat<\/code>, <code>assertThatThrownBy<\/code>) for fluent assertions.<\/p>\n<\/li>\n<li>\n<p>Covers all <strong>critical success and failure paths<\/strong>.<\/p>\n<\/li>\n<\/ul>\n<p>Would you like:<\/p>\n<ul>\n<li>\n<p>Integration tests for controller endpoints (<code>@WebMvcTest<\/code>)?<\/p>\n<\/li>\n<li>\n<p>Test coverage for <code>GlobalExceptionHandler<\/code>?<\/p>\n<\/li>\n<li>\n<p>MockMvc or RestAssured tests with Spring Boot Test?<\/p>\n<\/li>\n<\/ul>\n<p>Let me know how you&#8217;d like to extend your test coverage.<\/p>\n<\/div>\n<\/details>\n<p>\u041d\u0430 \u043f\u0435\u0440\u0432\u044b\u0439 \u0432\u0437\u0433\u043b\u044f\u0434 \u0442\u0435\u0441\u0442\u044b \u0432\u044b\u0433\u043b\u044f\u0434\u0435\u043b\u0438 \u0443\u0431\u0435\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e. \u041d\u043e \u0435\u0441\u043b\u0438 \u043a\u043e\u043f\u043d\u0443\u0442\u044c \u0433\u043b\u0443\u0431\u0436\u0435, \u0432\u044b\u044f\u0441\u043d\u0438\u043b\u043e\u0441\u044c, \u0447\u0442\u043e \u043e\u043d\u0438 \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u044e\u0442 \u043d\u0435 \u0442\u043e, \u0447\u0442\u043e \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0432\u0430\u0436\u043d\u043e.<\/p>\n<h4>\u041f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u0442\u0435\u0441\u0442\u043e\u0432 \u043d\u0430 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438<\/h4>\n<p>\u0412 \u0442\u0435\u0441\u0442\u0435 \u0434\u043b\u044f \u00ab\u0443\u0441\u043f\u0435\u0448\u043d\u043e\u0433\u043e\u00bb \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u044f, \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043a\u0430 \u0432\u0445\u043e\u0434\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432\u044b\u0433\u043b\u044f\u0434\u0435\u043b\u0430 \u0442\u0430\u043a:<\/p>\n<pre><code class=\"java\">var request = CreateOperationRequest.builder()                 .operationName(\"Create\")                 .operationAmount(BigDecimal.TEN)                 .operationType(OperationType.DEPOSIT)                 .categoryId(1L)                 .build();<\/code><\/pre>\n<p>\u041e\u0434\u043d\u0430\u043a\u043e \u043f\u0440\u0438 \u0432\u044b\u0437\u043e\u0432\u0435 <code>operationService.createOperation(request)<\/code> \u0441\u0435\u0440\u0432\u0438\u0441 \u0441\u043d\u0430\u0447\u0430\u043b\u0430 \u043c\u0430\u043f\u043f\u0438\u0442 DTO \u0432 \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u044c, \u0430 \u043f\u043e\u0442\u043e\u043c \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0435\u0442 \u0435\u0451 \u0432 \u0411\u0414.<br \/> \u0412 \u0442\u0435\u0441\u0442\u0435 \u0436\u0435 \u043c\u0430\u043f\u043f\u0438\u043d\u0433 \u0432\u043e\u043e\u0431\u0449\u0435 \u043d\u0435 \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u0442\u0441\u044f \u2014 \u0432\u043c\u0435\u0441\u0442\u043e \u044d\u0442\u043e\u0433\u043e \u0432 \u043c\u043e\u043a\u0435 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442\u0441\u044f \u0437\u0430\u0440\u0430\u043d\u0435\u0435 \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043b\u0435\u043d\u043d\u0430\u044f \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u044f \u0441 \u0434\u0440\u0443\u0433\u0438\u043c\u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f\u043c\u0438, \u043d\u0435 \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u044f \u043f\u0440\u0438 \u044d\u0442\u043e\u043c \u0432\u0445\u043e\u0434\u044f\u0449\u0443\u044e \u043c\u043e\u0434\u0435\u043b\u044c \u0432 \u043c\u0435\u0442\u043e\u0434 <code>save()<\/code>:<\/p>\n<pre><code class=\"java\">when(operationRepository.save(any())).thenReturn(operation);<\/code><\/pre>\n<p>\u0414\u0430\u043b\u0435\u0435, \u0438\u0434\u0451\u0442 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u043e\u0434\u043d\u043e\u0433\u043e \u0438\u0437 \u043f\u043e\u043b\u0435\u0439 \u0441\u043e\u0445\u0440\u0430\u043d\u0451\u043d\u043d\u043e\u0439 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 \u0438 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442 \u043d\u0435 \u0441 \u0442\u0435\u043c \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435\u043c, \u043a\u043e\u0442\u043e\u0440\u043e\u0435 \u0431\u044b\u043b\u043e \u043f\u0435\u0440\u0435\u0434\u0430\u043d\u043e \u0432 &#171;\u0437\u0430\u043f\u0440\u043e\u0441\u0435&#187;, \u0430 \u0441 \u0442\u0435\u043c, \u0447\u0442\u043e \u0437\u0430\u043f\u043e\u043b\u043d\u0435\u043d\u043e \u0432 \u0441\u0442\u0430\u0431\u0435<\/p>\n<pre><code class=\"java\">assertThat(response.getOperationName()).isEqualTo(\"Test Operation\");<\/code><\/pre>\n<p>\u041f\u043e \u0441\u0443\u0442\u0438, \u0442\u0435\u0441\u0442 \u0432\u043e\u043e\u0431\u0449\u0435 \u043d\u0435 \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u0442 \u0431\u0438\u0437\u043d\u0435\u0441-\u043b\u043e\u0433\u0438\u043a\u0443. \u041e\u043d \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u0442, \u0447\u0442\u043e \u043c\u043e\u043a \u0432\u0435\u0440\u043d\u0443\u043b \u0442\u043e, \u0447\u0442\u043e \u043c\u044b \u0441\u0430\u043c\u0438 \u0436\u0435 \u0432 \u043d\u0435\u0433\u043e \u043f\u043e\u043b\u043e\u0436\u0438\u043b\u0438. \u042d\u0442\u043e \u043e\u043f\u0430\u0441\u043d\u0430\u044f \u043b\u043e\u0432\u0443\u0448\u043a\u0430: \u0442\u0435\u0441\u0442 \u043f\u0440\u043e\u0445\u043e\u0434\u0438\u0442, \u0441\u043e\u0437\u0434\u0430\u0432\u0430\u044f \u043b\u043e\u0436\u043d\u043e\u0435 \u043e\u0449\u0443\u0449\u0435\u043d\u0438\u0435 \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u043a\u043e\u0434\u0430.<\/p>\n<h4>\u0418\u0441\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c \u0438\u043b\u0438 \u043d\u0435\u0442?<\/h4>\n<p>\u0418\u0441\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c \u043e\u0448\u0438\u0431\u043a\u0438 \u044f \u043d\u0435 \u0441\u0442\u0430\u043b. \u041d\u0430 \u043c\u043e\u043c\u0435\u043d\u0442 07.08.2025 OpenAI \u043e\u0442\u043a\u043b\u044e\u0447\u0438\u043b\u0438 \u0432\u0441\u0435 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u0435 \u043c\u043e\u0434\u0435\u043b\u0438, \u0432\u043a\u043b\u044e\u0447\u0430\u044f GPT-4o, \u0438 \u0432\u044b\u043f\u0443\u0441\u0442\u0438\u043b\u0438 GPT-5. \u042d\u0442\u0430 \u0441\u0442\u0430\u0442\u044c\u044f \u0444\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u043f\u0440\u0435\u0432\u0440\u0430\u0442\u0438\u043b\u0430\u0441\u044c \u0432 \u0438\u0441\u0442\u043e\u0440\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442 \u2014 \u0441\u0440\u0435\u0437 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0435\u0439 \u0438 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u0439 \u043c\u043e\u0434\u0435\u043b\u0438, \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u0431\u043e\u043b\u044c\u0448\u0435 \u043d\u0435\u0442 \u0432 \u0434\u043e\u0441\u0442\u0443\u043f\u0435.<\/p>\n<p>MVC-\u0442\u0435\u0441\u0442\u044b \u044f \u0434\u043e\u043f\u0438\u0441\u0430\u0442\u044c \u043d\u0435 \u0443\u0441\u043f\u0435\u043b, \u043d\u043e \u043e\u0431\u044a\u0451\u043c\u0430 \u0443\u0436\u0435 \u0441\u043e\u0431\u0440\u0430\u043d\u043d\u043e\u0433\u043e \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u0430 \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e, \u0447\u0442\u043e\u0431\u044b \u0441\u0440\u0430\u0432\u043d\u0438\u0442\u044c 4o \u0441 \u041a\u043b\u043e\u0434\u043e\u043c \u0438 \u043f\u043e\u0434\u0432\u0435\u0441\u0442\u0438 \u0438\u0442\u043e\u0433.<\/p>\n<p>P.S. \u0421\u043f\u0443\u0441\u0442\u044f \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0434\u043d\u0435\u0439, GPT-4o \u0431\u044b\u043b\u0430 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0435\u043d\u0430 \u0441 \u043f\u043e\u043c\u0435\u0442\u043a\u043e\u0439 &#171;\u0423\u0441\u0442\u0430\u0440\u0435\u0432\u0448\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c&#187;, \u0447\u0442\u043e \u043d\u0430\u0432\u043e\u0434\u0438\u0442 \u043c\u0435\u043d\u044f \u043d\u0430 \u043c\u044b\u0441\u043b\u044c \u043e \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0441\u0442\u0438 \u0440\u0435\u0448\u0435\u043d\u0438\u044f. \u041f\u043e\u044d\u0442\u043e\u043c\u0443 \u044f \u043f\u0440\u0438\u043d\u044f\u043b \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u043e\u0441\u0442\u0430\u0432\u0438\u0442\u044c \u0441\u0442\u0430\u0442\u044c\u044e \u0432 \u0435\u0451 \u0438\u0437\u043d\u0430\u0447\u0430\u043b\u044c\u043d\u043e\u043c \u0432\u0438\u0434\u0435, \u0431\u0435\u0437 \u0434\u043e\u043f\u0438\u0441\u044b\u0432\u0430\u043d\u0438\u044f MVC-\u0442\u0435\u0441\u0442\u043e\u0432.<\/p>\n<blockquote>\n<p><strong>PR \u0441 unit-\u0442\u0435\u0441\u0442\u0430\u043c\u0438<\/strong><br \/><a href=\"https:\/\/github.com\/nzinovev\/open-ai-chatgpt\/pull\/7\" rel=\"noopener noreferrer nofollow\">https:\/\/github.com\/nzinovev\/open-ai-chatgpt\/pull\/7<\/a><\/p>\n<\/blockquote>\n<h2>\u0418\u0442\u043e\u0433\u0438<\/h2>\n<p><a class=\"anchor\" name=\"%D0%98%D1%82%D0%BE%D0%B3%D0%B8\" id=\"\u0418\u0442\u043e\u0433\u0438\"><\/a><\/p>\n<p>\u0412\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0435 \u0441 GPT-4o \u0431\u044b\u043b\u043e \u0441\u043b\u043e\u0436\u043d\u044b\u043c. \u0411\u043b\u0438\u0436\u0435 \u043a \u043a\u043e\u043d\u0446\u0443 \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0430 \u044f \u0441\u0444\u043e\u0440\u043c\u0438\u0440\u043e\u0432\u0430\u043b \u0434\u043b\u044f \u0441\u0435\u0431\u044f \u00ab\u043f\u0441\u0438\u0445\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u043f\u043e\u0440\u0442\u0440\u0435\u0442\u00bb \u044d\u0442\u043e\u0439 \u043c\u043e\u0434\u0435\u043b\u0438:<\/p>\n<blockquote>\n<p>\u042d\u0442\u043e \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a \u00ab\u043d\u0430 \u0447\u0438\u043b\u0435\u00bb, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043f\u0438\u0448\u0435\u0442 \u043a\u043e\u0434, \u0447\u0442\u043e\u0431\u044b \u043e\u0442 \u043d\u0435\u0433\u043e \u043e\u0442\u0441\u0442\u0430\u043b\u0438. \u041e\u043d \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0435\u0442 \u0437\u0430\u0434\u0430\u0447\u0443 \u0432 \u043b\u043e\u0431, \u0431\u0435\u0437 \u043e\u0441\u043e\u0431\u044b\u0445 \u0440\u0430\u0437\u043c\u044b\u0448\u043b\u0435\u043d\u0438\u0439 \u043e\u0431 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0435 \u0438 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435, \u0438 \u0433\u043e\u0442\u043e\u0432 \u043f\u043e\u043f\u0440\u0430\u0432\u0438\u0442\u044c \u0442\u043e\u043b\u044c\u043a\u043e \u0435\u0441\u043b\u0438 \u044f\u0432\u043d\u043e \u043f\u043e\u043f\u0440\u043e\u0441\u0438\u0442\u044c.<\/p>\n<\/blockquote>\n<p>\u0418\u0437 \u043f\u043e\u0437\u0438\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u2014 \u043c\u043d\u0435 \u043f\u043e\u043d\u0440\u0430\u0432\u0438\u043b\u043e\u0441\u044c, \u0447\u0442\u043e GPT-4o \u0447\u0430\u0441\u0442\u043e \u0437\u0430\u043a\u0430\u043d\u0447\u0438\u0432\u0430\u043b \u043e\u0442\u0432\u0435\u0442 \u043d\u0430\u0432\u043e\u0434\u044f\u0449\u0438\u043c\u0438 \u0432\u043e\u043f\u0440\u043e\u0441\u0430\u043c\u0438. \u042d\u0442\u043e \u043f\u043e\u043b\u0435\u0437\u043d\u043e \u0434\u043b\u044f \u043d\u043e\u0432\u0438\u0447\u043a\u043e\u0432: \u0435\u0441\u043b\u0438 \u0442\u044b \u043d\u0435 \u0434\u043e \u043a\u043e\u043d\u0446\u0430 \u043f\u043e\u043d\u0438\u043c\u0430\u0435\u0448\u044c, \u043a\u0443\u0434\u0430 \u0434\u0432\u0438\u0433\u0430\u0442\u044c\u0441\u044f, \u043c\u043e\u0434\u0435\u043b\u044c \u043c\u043e\u0433\u043b\u0430 \u043f\u043e\u0434\u0441\u043a\u0430\u0437\u0430\u0442\u044c \u0432\u0435\u043a\u0442\u043e\u0440.<\/p>\n<p>\u0423 \u041a\u043b\u043e\u0434\u0430 \u0442\u043e\u0436\u0435 \u0431\u044b\u043b\u0438 \u043d\u0430\u0432\u043e\u0434\u044f\u0449\u0438\u0435 \u0432\u043e\u043f\u0440\u043e\u0441\u044b, \u043d\u043e \u043e\u043d\u0438 \u0432\u0441\u0442\u0440\u0435\u0447\u0430\u043b\u0438\u0441\u044c \u0440\u0435\u0436\u0435. \u041f\u0440\u0438 \u044d\u0442\u043e\u043c \u043a\u043e\u0434 \u0443 \u041a\u043b\u043e\u0434\u0430 \u0431\u044b\u043b \u0431\u043e\u043b\u0435\u0435 \u043e\u0441\u043c\u044b\u0441\u043b\u0435\u043d\u043d\u044b\u043c, \u0431\u043b\u0438\u0436\u0435 \u043a \u00abproduction-ready\u00bb \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u044e, \u0441 \u043c\u0435\u043d\u044c\u0448\u0438\u043c \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e\u043c \u0441\u043b\u0443\u0447\u0430\u0439\u043d\u044b\u0445 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043d\u044b\u0445 \u043f\u0440\u043e\u043c\u0430\u0445\u043e\u0432.<\/p>\n<p>\u0412 \u043f\u0440\u044f\u043c\u043e\u043c \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0438 \u00ab\u0431\u0430\u043b\u043b\u00bb \u044f \u0431\u044b \u0432\u0441\u0451 \u0436\u0435 \u043e\u0442\u0434\u0430\u043b \u041a\u043b\u043e\u0434\u0443. GPT-4o \u0436\u0435 \u043e\u043a\u0430\u0437\u0430\u043b\u0430\u0441\u044c \u0432 \u0441\u0442\u0440\u0430\u043d\u043d\u043e\u043c \u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0438: \u043c\u043e\u0434\u0435\u043b\u044c \u043e\u0444\u0438\u0446\u0438\u0430\u043b\u044c\u043d\u043e \u0437\u0430\u043c\u0435\u043d\u0438\u043b\u0438 GPT-5, \u0441\u043d\u044f\u043b\u0438 \u0441 \u043f\u043e\u043b\u043e\u043a, \u043f\u043e\u0442\u043e\u043c \u0432\u0435\u0440\u043d\u0443\u043b\u0438 \u043f\u043e\u0434 \u0434\u0430\u0432\u043b\u0435\u043d\u0438\u0435\u043c \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u2014 \u0438 \u0442\u0435\u043f\u0435\u0440\u044c \u043e\u043d\u0430 \u0436\u0438\u0432\u0451\u0442 \u043a\u0430\u043a \u00ab\u0443\u0441\u0442\u0430\u0440\u0435\u0432\u0448\u0430\u044f\u00bb. \u041d\u0430\u0434\u043e\u043b\u0433\u043e \u043b\u0438? \u0412\u043f\u043e\u043b\u043d\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e, \u0447\u0442\u043e \u0432 \u043a\u0430\u043a\u043e\u0439-\u0442\u043e \u043c\u043e\u043c\u0435\u043d\u0442 \u0435\u0451 \u043e\u043a\u043e\u043d\u0447\u0430\u0442\u0435\u043b\u044c\u043d\u043e \u0443\u0431\u0435\u0440\u0443\u0442.<\/p>\n<p>\u0422\u0435\u043f\u0435\u0440\u044c \u044d\u0442\u0430 \u0433\u043b\u0430\u0432\u0430 \u0437\u0430\u043a\u0440\u044b\u0442\u0430. \u0421\u043b\u0435\u0434\u0443\u044e\u0449\u0430\u044f \u2014 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 GPT-5. \u041d\u0430 \u044d\u0442\u043e\u0442 \u0440\u0430\u0437, \u0432\u043e\u043e\u0440\u0443\u0436\u0451\u043d\u043d\u044b\u0439 \u043e\u043f\u044b\u0442\u043e\u043c, \u044f \u043f\u043e\u0441\u0442\u0430\u0440\u0430\u044e\u0441\u044c \u0434\u043e\u0432\u0435\u0441\u0442\u0438 \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b \u0434\u043e \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u0438 \u0435\u0449\u0451 \u0434\u043e \u0442\u043e\u0433\u043e, \u043a\u0430\u043a \u0432\u044b\u0439\u0434\u0435\u0442 GPT-6 \u0438 \u0441\u0440\u0430\u0432\u043d\u044e \u043d\u043e\u0432\u0443\u044e \u043c\u043e\u0434\u0435\u043b\u044c \u0441 4o. \u0411\u0443\u0434\u0435\u0442 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e \u043f\u0440\u043e\u0441\u043b\u0435\u0434\u0438\u0442\u044c \u044d\u0432\u043e\u043b\u044e\u0446\u0438\u044e \u043c\u043e\u0434\u0435\u043b\u0438.<\/p>\n<p>\u041f\u043e \u0442\u0440\u0430\u0434\u0438\u0446\u0438\u0438, \u0435\u0441\u043b\u0438 \u0431\u044b\u043b\u043e \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e, \u0437\u0430\u0445\u043e\u0434\u0438 \u0432 \u043c\u043e\u0439 <a href=\"https:\/\/t.me\/nizeEcho\" rel=\"noopener noreferrer nofollow\">\u0442\u0433-\u043a\u0430\u043d\u0430\u043b<\/a>.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<p><!----><!----><\/div>\n<p><!----><\/p>\n<div class=\"tm-article-poll-container\"><!--[--><\/p>\n<div class=\"tm-article-poll tm-article-poll_variant-bordered\">\n<div class=\"tm-notice tm-notice_positive tm-article-poll__notice\"><!----><\/p>\n<div class=\"tm-notice__inner\"><!----><\/p>\n<div class=\"tm-notice__content\" data-test-id=\"notice-content\"><!--[--><span>\u0422\u043e\u043b\u044c\u043a\u043e \u0437\u0430\u0440\u0435\u0433\u0438\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u043c\u043e\u0433\u0443\u0442 \u0443\u0447\u0430\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u0432 \u043e\u043f\u0440\u043e\u0441\u0435. <a rel=\"nofollow\" href=\"\/kek\/v1\/auth\/habrahabr\/?back=\/ru\/articles\/938022\/&#038;hl=ru\">\u0412\u043e\u0439\u0434\u0438\u0442\u0435<\/a>, \u043f\u043e\u0436\u0430\u043b\u0443\u0439\u0441\u0442\u0430.<\/span><!--]--><\/div>\n<\/div>\n<\/div>\n<p><!--[--><\/p>\n<div class=\"tm-article-poll__header\">\u0412\u043e\u0437\u043d\u0438\u043a\u0430\u043b\u043e \u043b\u0438 \u0443 \u0432\u0430\u0441 \u043e\u0449\u0443\u0449\u0435\u043d\u0438\u0435, \u0447\u0442\u043e GPT-4o \u0447\u0430\u0441\u0442\u043e \u043f\u0438\u0448\u0435\u0442 \u043a\u043e\u0434 \u00ab\u043d\u0430 \u043e\u0442\u0432\u0430\u043b\u0438\u00bb?<\/div>\n<div class=\"tm-article-poll__answers\"><!--[--><\/p>\n<div class=\"tm-article-poll__answer\">\n<div class=\"tm-article-poll__answer-data\"><span class=\"tm-article-poll__answer-percent\">20%<\/span><span class=\"tm-article-poll__answer-label\">\u0414\u0430, \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u043e<\/span><span class=\"tm-article-poll__answer-votes\">1<\/span><\/div>\n<div class=\"tm-article-poll__answer-bar\">\n<div class=\"tm-article-poll__answer-progress\" style=\"width: 20%\"><\/div>\n<\/div>\n<\/div>\n<div class=\"tm-article-poll__answer\">\n<div class=\"tm-article-poll__answer-data\"><span class=\"tm-article-poll__answer-percent tm-article-poll__answer-percent_winning\">60%<\/span><span class=\"tm-article-poll__answer-label\">\u0418\u043d\u043e\u0433\u0434\u0430<\/span><span class=\"tm-article-poll__answer-votes\">3<\/span><\/div>\n<div class=\"tm-article-poll__answer-bar\">\n<div class=\"tm-article-poll__answer-progress tm-article-poll__answer-progress_winning\" style=\"width: 60%\"><\/div>\n<\/div>\n<\/div>\n<div class=\"tm-article-poll__answer\">\n<div class=\"tm-article-poll__answer-data\"><span class=\"tm-article-poll__answer-percent\">0%<\/span><span class=\"tm-article-poll__answer-label\">\u041e\u0447\u0435\u043d\u044c \u0440\u0435\u0434\u043a\u043e<\/span><span class=\"tm-article-poll__answer-votes\">0<\/span><\/div>\n<div class=\"tm-article-poll__answer-bar\">\n<div class=\"tm-article-poll__answer-progress\" style=\"width: 0%\"><\/div>\n<\/div>\n<\/div>\n<div class=\"tm-article-poll__answer\">\n<div class=\"tm-article-poll__answer-data\"><span class=\"tm-article-poll__answer-percent\">20%<\/span><span class=\"tm-article-poll__answer-label\">GPT-5 \u043d\u0435 \u043b\u0443\u0447\u0448\u0435<\/span><span class=\"tm-article-poll__answer-votes\">1<\/span><\/div>\n<div class=\"tm-article-poll__answer-bar\">\n<div class=\"tm-article-poll__answer-progress\" style=\"width: 20%\"><\/div>\n<\/div>\n<\/div>\n<p><!--]--><\/div>\n<div class=\"tm-article-poll__stats\"> \u041f\u0440\u043e\u0433\u043e\u043b\u043e\u0441\u043e\u0432\u0430\u043b\u0438 5 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439.   \u0412\u043e\u0437\u0434\u0435\u0440\u0436\u0430\u043b\u0438\u0441\u044c 2 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f. <\/div>\n<p><!--]--><\/div>\n<p><!--]--><\/div>\n<p> \u0441\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b \u0441\u0442\u0430\u0442\u044c\u0438 <a href=\"https:\/\/habr.com\/ru\/articles\/938022\/\"> https:\/\/habr.com\/ru\/articles\/938022\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<div><!--[--><!--]--><\/div>\n<div id=\"post-content-body\">\n<div>\n<div class=\"article-formatted-body article-formatted-body article-formatted-body_version-2\">\n<div xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\n<details class=\"spoiler\">\n<summary>\u041e\u0433\u043b\u0430\u0432\u043b\u0435\u043d\u0438\u0435<\/summary>\n<div class=\"spoiler__content\">\n<ul>\n<li>\n<p><a href=\"#%D0%A6%D0%B5%D0%BB%D1%8C%20%D0%B8%D1%81%D1%81%D0%BB%D0%B5%D0%B4%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F\" rel=\"noopener noreferrer nofollow\">\u0426\u0435\u043b\u044c \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"#%D0%92%D1%81%D0%BF%D0%BE%D0%BC%D0%B8%D0%BD%D0%B0%D0%B5%D0%BC%20%D0%BD%D0%B0%D1%87%D0%B0%D0%BB%D1%8C%D0%BD%D1%8B%D0%B5%20%D1%83%D1%81%D0%BB%D0%BE%D0%B2%D0%B8%D1%8F\" rel=\"noopener noreferrer nofollow\">\u0412\u0441\u043f\u043e\u043c\u0438\u043d\u0430\u0435\u043c \u043d\u0430\u0447\u0430\u043b\u044c\u043d\u044b\u0435 \u0443\u0441\u043b\u043e\u0432\u0438\u044f<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"#%D0%9D%D0%B8%20%D0%BE%D0%B4%D0%BD%D0%BE%D0%B3%D0%BE%20%D0%B2%D0%BE%D0%BF%D1%80%D0%BE%D1%81%D0%B0%20%E2%80%94%20%D0%BE%D0%B4%D0%BD%D0%B8%20%D0%BE%D1%82%D0%B2%D0%B5%D1%82%D1%8B\" rel=\"noopener noreferrer nofollow\">\u041d\u0438 \u043e\u0434\u043d\u043e\u0433\u043e \u0432\u043e\u043f\u0440\u043e\u0441\u0430 \u2014 \u043e\u0434\u043d\u0438 \u043e\u0442\u0432\u0435\u0442\u044b<\/a><\/p>\n<ul>\n<li>\n<p><a href=\"#%D0%9A%D0%BE%D0%BD%D1%84%D0%B8%D0%B3%D1%83%D1%80%D0%B0%D1%86%D0%B8%D1%8F%20%D0%BF%D0%BE%D0%B4%D0%BA%D0%BB%D1%8E%D1%87%D0%B5%D0%BD%D0%B8%D1%8F%20%D0%BA%20PostgreSQL\" rel=\"noopener noreferrer nofollow\">\u041a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044f \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u044f \u043a PostgreSQL<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"#%D0%A1%D0%BE%D0%B7%D0%B4%D0%B0%D0%BD%D0%B8%D0%B5%20init.sql\" rel=\"noopener noreferrer nofollow\">\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 init.sql<\/a><\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><a href=\"#%D0%A1%D0%BE%D0%B7%D0%B4%D0%B0%D1%91%D0%BC%20%D1%81%D1%83%D1%89%D0%BD%D0%BE%D1%81%D1%82%D0%B8\" rel=\"noopener noreferrer nofollow\">\u0421\u043e\u0437\u0434\u0430\u0451\u043c \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0438<\/a><\/p>\n<ul>\n<li>\n<p><a href=\"#Id%20%D0%B8%20%D0%B5%D0%B3%D0%BE%20%D0%B3%D0%B5%D0%BD%D0%B5%D1%80%D0%B0%D1%86%D0%B8%D1%8F\" rel=\"noopener noreferrer nofollow\">Id \u0438 \u0435\u0433\u043e \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"#Lombok:%20%D0%BA%D0%B0%D0%BA%20%D0%BC%D0%BD%D0%BE%D0%B3%D0%BE%20%D0%B2%20%D1%8D%D1%82%D0%BE%D0%BC%20%D1%81%D0%BB%D0%BE%D0%B2%D0%B5%20%D0%B1%D0%B0%D0%B3%D0%BE%D0%B2\" rel=\"noopener noreferrer nofollow\">Lombok: \u043a\u0430\u043a \u043c\u043d\u043e\u0433\u043e \u0432 \u044d\u0442\u043e\u043c \u0441\u043b\u043e\u0432\u0435 \u0431\u0430\u0433\u043e\u0432<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"#%D0%A1%D0%B2%D1%8F%D0%B7%D0%B8%20%D0%BC%D0%B5%D0%B6%D0%B4%D1%83%20%D1%81%D1%83%D1%89%D0%BD%D0%BE%D1%81%D1%82%D1%8F%D0%BC%D0%B8\" rel=\"noopener noreferrer nofollow\">\u0421\u0432\u044f\u0437\u0438 \u043c\u0435\u0436\u0434\u0443 \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u044f\u043c\u0438<\/a><\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><a href=\"#%D0%9F%D0%B8%D1%88%D0%B5%D0%BC%20CREATE-%D0%BB%D0%BE%D0%B3%D0%B8%D0%BA%D1%83\" rel=\"noopener noreferrer nofollow\">\u041f\u0438\u0448\u0435\u043c CREATE-\u043b\u043e\u0433\u0438\u043a\u0443<\/a><\/p>\n<ul>\n<li>\n<p><a href=\"#OperationService:%20%D1%81%D1%83%D1%89%D0%BD%D0%BE%D1%81%D1%82%D0%B8%20%D0%B2%20API\" rel=\"noopener noreferrer nofollow\">OperationService: \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0438 \u0432 API<\/a><\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><a href=\"#UPDATE%20-%20%D0%BB%D0%BE%D0%B3%D0%B8%D0%BA%D0%B0\" rel=\"noopener noreferrer nofollow\">UPDATE &#8212; \u043b\u043e\u0433\u0438\u043a\u0430<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"#%D0%A0%D0%B5%D0%B0%D0%BB%D0%B8%D0%B7%D1%83%D0%B5%D0%BC%20READ-%D0%BB%D0%BE%D0%B3%D0%B8%D0%BA%D1%83%20%D0%B4%D0%BB%D1%8F%20%D0%BE%D0%BF%D0%B5%D1%80%D0%B0%D1%86%D0%B8%D0%B9\" rel=\"noopener noreferrer nofollow\">\u0420\u0435\u0430\u043b\u0438\u0437\u0443\u0435\u043c READ-\u043b\u043e\u0433\u0438\u043a\u0443 \u0434\u043b\u044f \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"#DELETE-%D0%BB%D0%BE%D0%B3%D0%B8%D0%BA%D0%B0\" rel=\"noopener noreferrer nofollow\">DELETE-\u043b\u043e\u0433\u0438\u043a\u0430<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"#%D0%94%D0%BE%D0%B1%D0%B0%D0%B2%D0%BB%D1%8F%D0%B5%D0%BC%20%D0%B2%D0%B0%D0%BB%D0%B8%D0%B4%D0%B0%D1%86%D0%B8%D1%8E\" rel=\"noopener noreferrer nofollow\">\u0414\u043e\u0431\u0430\u0432\u043b\u044f\u0435\u043c \u0432\u0430\u043b\u0438\u0434\u0430\u0446\u0438\u044e<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"#Unit-%D1%82%D0%B5%D1%81%D1%82%D1%8B\" rel=\"noopener noreferrer nofollow\">Unit-\u0442\u0435\u0441\u0442\u044b<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"#%D0%98%D1%82%D0%BE%D0%B3%D0%B8\" rel=\"noopener noreferrer nofollow\">\u0418\u0442\u043e\u0433\u0438<\/a><\/p>\n<\/li>\n<\/ul>\n<\/div>\n<\/details>\n<p>\u042d\u0442\u043e \u0432\u0442\u043e\u0440\u0430\u044f \u0447\u0430\u0441\u0442\u044c \u0446\u0438\u043a\u043b\u0430 \u00ab\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0435\u0439 \u0418\u0418 \u043f\u0438\u0441\u0430\u0442\u044c \u043a\u043e\u0434\u00bb. \u0418 \u043e\u043d\u0430 \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u0430\u044f: GPT-4o, \u043e\u00a0\u043a\u043e\u0442\u043e\u0440\u043e\u043c \u043f\u043e\u0439\u0434\u0451\u0442 \u0440\u0435\u0447\u044c, \u0443\u0436\u0435 \u0443\u0441\u043f\u0435\u043b\u0438 \u0441\u043d\u044f\u0442\u044c \u0441\u00a0\u043f\u043e\u043b\u043e\u043a, \u0430\u00a0\u0437\u0430\u0442\u0435\u043c \u0432\u0435\u0440\u043d\u0443\u0442\u044c \u043f\u043e\u0434\u00a0\u0434\u0430\u0432\u043b\u0435\u043d\u0438\u0435\u043c \u0436\u0430\u043b\u043e\u0431 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439, \u043d\u043e\u00a0\u044d\u0442\u043e\u00a0\u043b\u0438\u0448\u044c \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u0430\u044f \u043f\u0435\u0440\u0435\u0434\u044b\u0448\u043a\u0430. \u041c\u043e\u0434\u0435\u043b\u044c \u043e\u0444\u0438\u0446\u0438\u0430\u043b\u044c\u043d\u043e \u0437\u0430\u043c\u0435\u043d\u0435\u043d\u0430 GPT-5\u00a0\u0438 \u0432\u00a0\u043b\u044e\u0431\u043e\u0439 \u043c\u043e\u043c\u0435\u043d\u0442 \u043e\u043d\u0430 \u0441\u043d\u043e\u0432\u0430 \u043c\u043e\u0436\u0435\u0442 \u0438\u0441\u0447\u0435\u0437\u043d\u0443\u0442\u044c. \u041f\u043e\u044d\u0442\u043e\u043c\u0443 \u0442\u043e, \u0447\u0442\u043e\u00a0\u0432\u044b \u0447\u0438\u0442\u0430\u0435\u0442\u0435, \u044d\u0442\u043e \u0441\u043a\u043e\u0440\u0435\u0435 \u0438\u0441\u0442\u043e\u0440\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0441\u043d\u0438\u043c\u043e\u043a \u0440\u0430\u0431\u043e\u0442\u044b \u0441\u00a0\u0443\u0441\u0442\u0430\u0440\u0435\u0432\u0448\u0435\u0439 \u043c\u043e\u0434\u0435\u043b\u044c\u044e.<\/p>\n<p>\u0418\u0418 \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u0435\u0442\u0441\u044f\u00a0\u0431\u044b\u0441\u0442\u0440\u0435\u0435, \u0447\u0435\u043c \u044f \u0443\u0441\u043f\u0435\u0432\u0430\u044e \u043f\u0438\u0441\u0430\u0442\u044c \u0441\u0442\u0430\u0442\u044c\u0438, \u043d\u043e\u00a0\u044d\u0442\u043e \u043d\u0435\u00a0\u043f\u043e\u0432\u043e\u0434 \u0432\u044b\u043a\u0438\u0434\u044b\u0432\u0430\u0442\u044c \u043f\u0440\u043e\u0434\u0435\u043b\u0430\u043d\u043d\u0443\u044e \u0440\u0430\u0431\u043e\u0442\u0443. \u0422\u0435\u043c \u0431\u043e\u043b\u0435\u0435, \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u0441\u00a0\u043f\u0440\u044f\u043c\u044b\u043c \u043a\u043e\u043d\u043a\u0443\u0440\u0435\u043d\u0442\u043e\u043c Claude \u0438 \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u0435 \u0437\u0430\u00a0\u044d\u0432\u043e\u043b\u044e\u0446\u0438\u0435\u0439 \u043c\u043e\u0434\u0435\u043b\u0435\u0439\u00a0\u2014 \u043e\u0442\u043b\u0438\u0447\u043d\u044b\u0439 \u0441\u043f\u043e\u0441\u043e\u0431 \u043f\u043e\u043d\u044f\u0442\u044c, \u043a\u0443\u0434\u0430 \u0434\u0432\u0438\u0436\u0443\u0442\u0441\u044f LLM.<\/p>\n<p><strong>\u0426\u0435\u043b\u0438 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f:<\/strong><\/p>\n<p><a class=\"anchor\" name=\"%D0%A6%D0%B5%D0%BB%D1%8C%20%D0%B8%D1%81%D1%81%D0%BB%D0%B5%D0%B4%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F\" id=\"\u0426\u0435\u043b\u044c \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f\">\u0434\u043e\u0432\u0430\u043d\u0438\u044f&#187;><\/a><\/p>\n<ol>\n<li>\n<p>\u041f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c, \u043d\u0430\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0436\u0438\u0437\u043d\u0435\u0441\u043f\u043e\u0441\u043e\u0431\u043d\u044b\u0439 \u043a\u043e\u0434 \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0435\u0442 \u0418\u0418.<\/p>\n<\/li>\n<li>\n<p>\u041f\u043e\u043d\u044f\u0442\u044c, \u0441\u043f\u043e\u0441\u043e\u0431\u0435\u043d \u043b\u0438 \u043e\u043d \u0437\u0430\u043c\u0435\u043d\u0438\u0442\u044c \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0430 \u0438 \u043c\u043e\u0436\u043d\u043e \u043b\u0438 \u0431\u0435\u0437 \u0442\u0435\u0445\u0437\u043d\u0430\u043d\u0438\u0439 \u0441\u043e\u0431\u0440\u0430\u0442\u044c \u0440\u0430\u0431\u043e\u0447\u0435\u0435 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435.<\/p>\n<\/li>\n<li>\n<p>\u0421\u0440\u0430\u0432\u043d\u0438\u0442\u044c \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u0438 \u0443\u0434\u043e\u0431\u0441\u0442\u0432\u043e \u0440\u0430\u0431\u043e\u0442\u044b \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 LLM (Claude, ChatGPT, Deepseek).<\/p>\n<\/li>\n<li>\n<p>\u041f\u043e\u0434\u0435\u043b\u0438\u0442\u044c\u0441\u044f \u043e\u043f\u044b\u0442\u043e\u043c \u043f\u0440\u043e\u043c\u043f\u0442\u0438\u043d\u0433\u0430 \u0434\u043b\u044f \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u044f \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0439 \u0432\u044b\u0434\u0430\u0447\u0438.<\/p>\n<\/li>\n<\/ol>\n<p><a href=\"https:\/\/habr.com\/ru\/articles\/886960\/\" rel=\"noopener noreferrer nofollow\">\u0412\u00a0\u043f\u0435\u0440\u0432\u043e\u0439 \u0447\u0430\u0441\u0442\u0438<\/a> \u043c\u044b \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043b\u0438 Claude Sonnet 3.5. \u0422\u0435\u043f\u0435\u0440\u044c \u043f\u0440\u0438\u0448\u0451\u043b \u0447\u0435\u0440\u0451\u0434 GPT-4o\u00a0\u2014 \u043f\u0440\u044f\u043c\u043e\u0433\u043e \u043a\u043e\u043d\u043a\u0443\u0440\u0435\u043d\u0442\u0430 \u043e\u0442\u00a0OpenAI. \u041c\u043d\u0435 \u0432\u0430\u0436\u043d\u043e \u043d\u0435\u00a0\u0442\u043e\u043b\u044c\u043a\u043e \u043e\u0446\u0435\u043d\u0438\u0442\u044c \u0435\u0433\u043e \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u043e, \u043d\u043e\u00a0\u0438 \u043f\u043e\u043d\u044f\u0442\u044c, \u043a\u0430\u043a\u00a0\u043c\u0435\u043d\u044f\u044e\u0442\u0441\u044f \u043a\u043e\u043c\u0444\u043e\u0440\u0442, \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u043a\u043e\u0434\u0430, \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u044c \u0434\u043e\u0440\u0430\u0431\u043e\u0442\u043e\u043a \u0438 \u0440\u0435\u0430\u043a\u0446\u0438\u044f \u043d\u0430\u00a0\u043e\u0448\u0438\u0431\u043a\u0438 \u043f\u0440\u0438\u00a0\u043f\u0435\u0440\u0435\u0445\u043e\u0434\u0435 \u043e\u0442\u00a0\u043e\u0434\u043d\u043e\u0439 \u043c\u043e\u0434\u0435\u043b\u0438 \u043a\u00a0\u0434\u0440\u0443\u0433\u043e\u0439. \u042d\u0442\u043e\u0442 \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u00a0\u2014 \u0435\u0449\u0451 \u043e\u0434\u0438\u043d \u0448\u0430\u0433 \u0432\u00a0\u0431\u043e\u043b\u044c\u0448\u043e\u043c \u0441\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u043c \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0438, \u0432\u043f\u0435\u0440\u0435\u0434\u0438 \u0431\u0443\u0434\u0443\u0442 \u0438 GPT-5, \u0438 \u0434\u0440\u0443\u0433\u0438\u0435 LLM.<\/p>\n<p><strong>\u0418\u0441\u0442\u043e\u0440\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u0441\u043f\u0440\u0430\u0432\u043a\u0430<\/strong><br \/>\u041d\u0430 \u043c\u043e\u043c\u0435\u043d\u0442 \u0441\u0442\u0430\u0440\u0442\u0430 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u0432 \u0430\u0440\u0441\u0435\u043d\u0430\u043b\u0435 OpenAI \u0431\u044b\u043b\u043e \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043c\u043e\u0434\u0435\u043b\u0435\u0439:<\/p>\n<ul>\n<li>\n<p><strong>GPT-4o<\/strong>\u00a0\u2014 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c \u0434\u043b\u044f \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0430 \u0437\u0430\u0434\u0430\u0447, \u0431\u043b\u0438\u0437\u043a\u0438\u0439 \u0430\u043d\u0430\u043b\u043e\u0433 Claude Sonnet 3.5.<\/p>\n<\/li>\n<li>\n<p><strong>o1-preview<\/strong>\u00a0\u2014 \u00ab\u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0430\u044e\u0449\u0430\u044f\u00bb \u043c\u043e\u0434\u0435\u043b\u044c: \u043f\u0435\u0440\u0435\u0434 \u043e\u0442\u0432\u0435\u0442\u043e\u043c \u043f\u0440\u043e\u0433\u043e\u043d\u044f\u0435\u0442 \u0432\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0438\u0435 \u0448\u0430\u0433\u0438, \u0432\u044b\u0434\u0430\u0451\u0442 \u0431\u043e\u043b\u0435\u0435 \u0440\u0430\u0437\u0432\u0451\u0440\u043d\u0443\u0442\u044b\u0439 \u0438 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442, \u043d\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u043c\u0435\u0434\u043b\u0435\u043d\u043d\u0435\u0435.<\/p>\n<\/li>\n<\/ul>\n<p>\u041f\u043e\u043a\u0430 \u044f \u043f\u0440\u043e\u0434\u043e\u043b\u0436\u0430\u043b \u0434\u0435\u043b\u0430\u0442\u044c \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435, OpenAI \u0432\u044b\u043a\u0430\u0442\u0438\u043b\u0438 \u043d\u043e\u0432\u044b\u0435 \u0432\u0435\u0440\u0441\u0438\u0438:<\/p>\n<ul>\n<li>\n<p><strong>o3<\/strong>\u00a0\u2014 \u0437\u0430\u043c\u0435\u043d\u0430 o1-preview.<\/p>\n<\/li>\n<li>\n<p><strong>o4-mini<\/strong>\u00a0\u0438\u00a0<strong>o4-mini-high<\/strong>\u00a0\u2014 \u043b\u0451\u0433\u043a\u0438\u0435 \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0430\u044e\u0449\u0438\u0435 \u043c\u043e\u0434\u0435\u043b\u0438.<\/p>\n<\/li>\n<li>\n<p><strong>GPT-4.5<\/strong>\u00a0\u2014 \u043d\u043e\u0432\u0430\u044f \u043d\u0435\u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0430\u044e\u0449\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c.<\/p>\n<\/li>\n<\/ul>\n<p>\u0421\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u044d\u0432\u043e\u043b\u044e\u0446\u0438\u0438 LLM \u043e\u043a\u0430\u0437\u0430\u043b\u0430\u0441\u044c \u0442\u0430\u043a\u043e\u0439, \u0447\u0442\u043e \u0432\u044b\u0431\u043e\u0440 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0434\u043b\u044f \u0442\u0435\u0441\u0442\u0430 \u0441\u0442\u0430\u043b \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u043c \u043a\u0432\u0435\u0441\u0442\u043e\u043c. \u0414\u043b\u044f \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0438 \u044f \u043e\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u043b\u0441\u044f \u043d\u0430 GPT-4o, \u0430 \u0432 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0445 \u2014 \u0441\u0440\u0430\u0432\u043d\u044e \u0435\u0451 \u0441 GPT-5.<\/p>\n<h3>\u0412\u0441\u043f\u043e\u043c\u0438\u043d\u0430\u0435\u043c \u043d\u0430\u0447\u0430\u043b\u044c\u043d\u044b\u0435 \u0443\u0441\u043b\u043e\u0432\u0438\u044f<\/h3>\n<p><a class=\"anchor\" name=\"%D0%92%D1%81%D0%BF%D0%BE%D0%BC%D0%B8%D0%BD%D0%B0%D0%B5%D0%BC%20%D0%BD%D0%B0%D1%87%D0%B0%D0%BB%D1%8C%D0%BD%D1%8B%D0%B5%20%D1%83%D1%81%D0%BB%D0%BE%D0%B2%D0%B8%D1%8F\" id=\"\u0412\u0441\u043f\u043e\u043c\u0438\u043d\u0430\u0435\u043c \u043d\u0430\u0447\u0430\u043b\u044c\u043d\u044b\u0435 \u0443\u0441\u043b\u043e\u0432\u0438\u044f\">\u043b\u044c\u043d\u044b\u0435 \u0443\u0441\u043b\u043e\u0432\u0438\u044f&#187;<\/a><\/p>\n<p>\u0412 \u044d\u0442\u043e\u0439 \u0447\u0430\u0441\u0442\u0438 \u0446\u0438\u043a\u043b\u0430 \u043c\u044b \u0442\u0435\u0441\u0442\u0438\u0440\u0443\u0435\u043c\u00a0<strong>\u043c\u043e\u0434\u0435\u043b\u044c \u0431\u0435\u0437 \u043c\u0435\u0445\u0430\u043d\u0438\u0437\u043c\u0430 \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u044f<\/strong>. \u041c\u0435\u0442\u043e\u0434\u043e\u043b\u043e\u0433\u0438\u044f \u2014 \u0442\u0430 \u0436\u0435, \u0447\u0442\u043e \u0438 \u0432\u00a0<a href=\"https:\/\/habr.com\/ru\/articles\/886960\/#%D0%9C%D0%B5%D1%82%D0%BE%D0%B4%D0%BE%D0%BB%D0%BE%D0%B3%D0%B8%D1%8F\" rel=\"noopener noreferrer nofollow\">\u043f\u0435\u0440\u0432\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435<\/a>: \u0446\u0435\u043b\u044c \u2014 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0441 CRUD-\u043e\u043f\u0435\u0440\u0430\u0446\u0438\u044f\u043c\u0438, \u0432\u0430\u043b\u0438\u0434\u0430\u0446\u0438\u0435\u0439, unit- \u0438 MVC-\u0442\u0435\u0441\u0442\u0430\u043c\u0438.<\/p>\n<p>\u0418\u0441\u0445\u043e\u0434\u043d\u044b\u0439 \u043a\u043e\u0434 \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0430 \u2014\u00a0<a href=\"https:\/\/github.com\/nzinovev\/open-ai-chatgpt\" rel=\"noopener noreferrer nofollow\">\u043d\u0430 GitHub<\/a>.<\/p>\n<p>\u0427\u0442\u043e\u0431\u044b \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u0431\u044b\u043b\u043e \u0447\u0435\u0441\u0442\u043d\u044b\u043c, \u044f \u0444\u043e\u0440\u043c\u0443\u043b\u0438\u0440\u043e\u0432\u0430\u043b \u0437\u0430\u043f\u0440\u043e\u0441\u044b \u043a GPT-4o \u043c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u043e \u043f\u043e\u0445\u043e\u0436\u0435 \u043d\u0430 \u0442\u0435, \u0447\u0442\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b \u0434\u043b\u044f Claude. \u0418\u043d\u043e\u0433\u0434\u0430 \u0432\u043d\u043e\u0441\u0438\u043b \u043f\u0440\u0430\u0432\u043a\u0438, \u0447\u0442\u043e\u0431\u044b \u043d\u0435 \u043f\u043b\u043e\u0434\u0438\u0442\u044c &#171;\u0432\u0442\u043e\u0440\u043e\u0441\u0442\u0435\u043f\u0435\u043d\u043d\u044b\u0439&#187; \u0448\u0443\u043c. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0435\u0441\u043b\u0438 Claude \u043f\u043e \u0443\u043c\u043e\u043b\u0447\u0430\u043d\u0438\u044e \u0434\u0435\u043b\u0430\u043b \u043c\u0438\u0433\u0440\u0430\u0446\u0438\u044e \u0432 XML, \u0442\u043e GPT-4o \u044f \u0441\u0440\u0430\u0437\u0443 \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u043b \u043d\u0443\u0436\u043d\u044b\u0439 \u0444\u043e\u0440\u043c\u0430\u0442, \u0447\u0442\u043e\u0431\u044b \u043d\u0435 \u0442\u0440\u0430\u0442\u0438\u0442\u044c \u0448\u0430\u0433 \u043d\u0430 \u043f\u0435\u0440\u0435\u043f\u0438\u0441\u044b\u0432\u0430\u043d\u0438\u0435.<\/p>\n<blockquote>\n<p>\u041a\u043e\u0434, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 ChatGPT \u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u043b \u043d\u0435\u0438\u0434\u0435\u0430\u043b\u044c\u043d\u043e, \u044f \u043c\u0435\u0441\u0442\u0430\u043c\u0438 \u043e\u0441\u0442\u0430\u0432\u043b\u044f\u043b \u043a\u0430\u043a \u0435\u0441\u0442\u044c \u2014 \u0445\u043e\u0442\u044f \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0439 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0435 \u0441\u0440\u0430\u0437\u0443 \u0431\u044b \u043f\u043e\u043f\u0440\u0430\u0432\u0438\u043b. \u042d\u0442\u043e \u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u0434\u043b\u044f \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u043d\u0435\u043f\u0440\u0435\u0440\u044b\u0432\u043d\u043e\u0433\u043e \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430 \u0432 \u0434\u0438\u0430\u043b\u043e\u0433\u0435 \u0441 \u043c\u043e\u0434\u0435\u043b\u044c\u044e: \u0435\u0441\u043b\u0438 \u0432\u043d\u043e\u0441\u0438\u0442\u044c \u043f\u0440\u0430\u0432\u043a\u0438 \u0432\u0440\u0443\u0447\u043d\u0443\u044e, \u043f\u0440\u0438 \u0447\u0442\u0435\u043d\u0438\u0438 \u0441\u0442\u0430\u0442\u044c\u0438 \u0432\u043e\u0437\u043d\u0438\u043a\u043d\u0435\u0442 \u043d\u0435\u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0435 \u043c\u0435\u0436\u0434\u0443 \u043a\u043e\u0434\u043e\u043c \u0432 \u0432\u044b\u0434\u0430\u0447\u0435 \u0438 \u043a\u043e\u0434\u043e\u043c \u0432 \u043f\u0440\u043e\u0435\u043a\u0442\u0435.<\/p>\n<\/blockquote>\n<h4>\u041f\u0435\u0440\u0432\u043e\u043d\u0430\u0447\u0430\u043b\u044c\u043d\u044b\u0439 \u043f\u0440\u043e\u043c\u043f\u0442<\/h4>\n<p>\u0428\u0430\u0431\u043b\u043e\u043d, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043e\u0442\u043b\u0438\u0447\u043d\u043e \u0441\u0440\u0430\u0431\u043e\u0442\u0430\u043b \u0434\u043b\u044f Claude, \u0441 GPT-4o \u043f\u043e\u043a\u0430\u0437\u0430\u043b \u0441\u0435\u0431\u044f \u043f\u043b\u043e\u0445\u043e: \u043c\u043e\u0434\u0435\u043b\u044c \u0447\u0430\u0441\u0442\u043e \u0443\u0445\u043e\u0434\u0438\u043b\u0430 \u0432 \u0441\u0442\u043e\u0440\u043e\u043d\u0443 \u0438 \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u043b\u0430 \u043a\u043e\u0434, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u044f \u043d\u0435 \u043f\u0440\u043e\u0441\u0438\u043b. \u041f\u0440\u0438\u0448\u043b\u043e\u0441\u044c \u043f\u0435\u0440\u0435\u0441\u0442\u0440\u0430\u0438\u0432\u0430\u0442\u044c \u043f\u0440\u043e\u043c\u043f\u0442 \u0441 \u043d\u0443\u043b\u044f.<\/p>\n<p>\u0421\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430 \u0443 ChatGPT \u0434\u0440\u0443\u0433\u0430\u044f, \u0438 \u043b\u0438\u0447\u043d\u043e \u043c\u043d\u0435 \u0431\u043e\u043b\u044c\u0448\u0435 \u043d\u0440\u0430\u0432\u0438\u0442\u0441\u044f \u0443\u043f\u043e\u0440\u044f\u0434\u043e\u0447\u0435\u043d\u043d\u0430\u044f \u0441\u0445\u0435\u043c\u0430 Claude \u2014 \u0443 Anthropic \u0435\u0441\u0442\u044c \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u0430\u044f \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044f, \u043a\u0430\u043a \u0435\u0451 \u0441\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0442\u044c. \u0423 OpenAI \u044f \u043d\u0430\u0448\u0451\u043b \u043b\u0438\u0448\u044c \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u0445 \u0444\u0440\u0430\u0433\u043c\u0435\u043d\u0442\u043e\u0432 \u0432 \u043e\u0444\u0438\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u043c Cookbook. \u041d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u044d\u0442\u0438\u0445 \u0444\u0440\u0430\u0433\u043c\u0435\u043d\u0442\u043e\u0432 \u044f \u0438 \u0441\u043e\u0431\u0440\u0430\u043b \u043d\u043e\u0432\u044b\u0439 \u0441\u0442\u0430\u0440\u0442\u043e\u0432\u044b\u0439 \u043f\u0440\u043e\u043c\u043f\u0442:<\/p>\n<details class=\"spoiler\">\n<summary>\u041d\u0430\u0447\u0430\u043b\u044c\u043d\u044b\u0439 \u043f\u0440\u043e\u043c\u043f\u0442<\/summary>\n<div class=\"spoiler__content\">\n<pre><code class=\"markdown\"># Context You will be acting as a senior backend developer.  You are have an expertise in the following technologies:  - Java 21+,  - Spring boot,  - Spring JPA,  - Hibernate,  - Lombok,  - Spring Web,  - REST API,  - SQL.  Your goal is to develop a production-ready solution that meets the user's needs. You should provide clear and concise answers to questions in a friendly and professional manner.  Before starting, take your time to think through each step carefully.  Remember to thoroughly validate your solution and be aware of boundary cases, particularly those that arise from the changes you make.  Your solution should be perfect.  # Workflow  1. Understand the problem deeply. Carefully read the issue and think critically about what is required. 2. Develop a clear, step-by-step plan. 3. If you have questions, ask for clarification before providing a solution. After all questions have been answered, provide a solution to the user. 4. In case you are unsure how to respond to a question or don't know an answer, say \"I'm sorry, I don't understand. Could you please rephrase your question?\" 5. If you don't know how to proceed, say: \"I am sorry, but I don't know that answer. Can you please clarify your question for me and provide more details?\"  ## 1. Deeply Understand the Problem Carefully read the issue and think hard about a plan to solve it before coding.  Answer with \"we can proceed\" if all instructions is clear for you and you don't have question.  Then we will start. ```  ``` I have already created an application using Spring Initializr with the following dependencies: Lombok, Spring Web, Spring Data JPA, PostgreSQL Driver, Liquibase Migration. Write a Liquibase migration for the tables. Use YAML format for liquibase scripts. `&lt;table1&gt;` Category table with columns: category_id (bigint), category_name (varchar), category_description (varchar) `&lt;\/table1&gt;` `&lt;table2&gt;` Operation table with columns: operation_id (bigint), operation_public_id (varchar), operation_name (varchar), operation_amount(bigdecimal), operation_type (enum), category_id (FK to category table) `&lt;\/table2&gt;` Suggest how to store the operation_type. In the code, the operation type will be an Enum with the values (DEPOSIT, WITHDRAW).<\/code><\/pre>\n<\/div>\n<\/details>\n<p>\u041f\u043e \u0441\u043c\u044b\u0441\u043b\u0443 \u043e\u043d \u0431\u043b\u0438\u0437\u043e\u043a \u043a \u0438\u0441\u0445\u043e\u0434\u043d\u043e\u043c\u0443 \u0434\u043b\u044f Claude, \u043d\u043e \u043f\u043e\u0434\u0430\u0447\u0430 \u0434\u0440\u0443\u0433\u0430\u044f: ChatGPT \u043b\u0443\u0447\u0448\u0435 \u0432\u043e\u0441\u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0435\u0442 \u043f\u0440\u043e\u043c\u043f\u0442 \u0432 \u0444\u043e\u0440\u043c\u0430\u0442\u0435 Markdown, \u0438, \u0441\u0443\u0434\u044f \u043f\u043e \u043e\u043f\u044b\u0442\u0443, \u0441\u0442\u0440\u043e\u0433\u043e\u0433\u043e \u043f\u043e\u0440\u044f\u0434\u043a\u0430 \u0431\u043b\u043e\u043a\u043e\u0432, \u043a\u0430\u043a \u0443 Claude, \u0437\u0434\u0435\u0441\u044c \u043d\u0435\u0442.<\/p>\n<p>\u041f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043a\u0430 \u0437\u0430\u0432\u0435\u0440\u0448\u0435\u043d\u0430. \u041f\u043e\u0440\u0430 \u043f\u0435\u0440\u0435\u0445\u043e\u0434\u0438\u0442\u044c \u043a \u043f\u0435\u0440\u0432\u043e\u0439 \u0437\u0430\u0434\u0430\u0447\u0435.<\/p>\n<h3>\u041d\u0438 \u043e\u0434\u043d\u043e\u0433\u043e \u0432\u043e\u043f\u0440\u043e\u0441\u0430 \u2014 \u043e\u0434\u043d\u0438 \u043e\u0442\u0432\u0435\u0442\u044b<\/h3>\n<p><a class=\"anchor\" name=\"%D0%9D%D0%B8%20%D0%BE%D0%B4%D0%BD%D0%BE%D0%B3%D0%BE%20%D0%B2%D0%BE%D0%BF%D1%80%D0%BE%D1%81%D0%B0%20%E2%80%94%20%D0%BE%D0%B4%D0%BD%D0%B8%20%D0%BE%D1%82%D0%B2%D0%B5%D1%82%D1%8B\" id=\"\u041d\u0438 \u043e\u0434\u043d\u043e\u0433\u043e \u0432\u043e\u043f\u0440\u043e\u0441\u0430 \u2014 \u043e\u0434\u043d\u0438 \u043e\u0442\u0432\u0435\u0442\u044b\">\u2014 \u043e\u0434\u043d\u0438 \u043e\u0442\u0432\u0435\u0442\u044b&#187;><\/a><\/p>\n<p>\u041f\u043e\u0441\u043b\u0435 \u0437\u0430\u0434\u0430\u043d\u0438\u044f \u0441\u0442\u0430\u0440\u0442\u043e\u0432\u043e\u0433\u043e \u043f\u0440\u043e\u043c\u043f\u0442\u0430 GPT-4o \u0441\u043e\u043e\u0431\u0449\u0438\u043b, \u0447\u0442\u043e \u0433\u043e\u0442\u043e\u0432, \u0438 \u044f \u043e\u0442\u043f\u0440\u0430\u0432\u0438\u043b \u043f\u0435\u0440\u0432\u0443\u044e \u0437\u0430\u0434\u0430\u0447\u0443 \u2014 \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043c\u0438\u0433\u0440\u0430\u0446\u0438\u044e \u0434\u043b\u044f \u0442\u0430\u0431\u043b\u0438\u0446.<\/p>\n<h4>\u041c\u0438\u0433\u0440\u0430\u0446\u0438\u044f \u0434\u043b\u044f \u0442\u0430\u0431\u043b\u0438\u0446<\/h4>\n<details class=\"spoiler\">\n<summary>\u0427\u0442\u043e \u043f\u0440\u043e\u0441\u0438\u043b<\/summary>\n<div class=\"spoiler__content\">\n<pre><code class=\"markdown\">I have already created an application using Spring Initializr with the following dependencies: Lombok, Spring Web, Spring Data JPA, PostgreSQL Driver, Liquibase Migration.  Write a Liquibase migration for the tables. Use YAML format for liquibase scripts.   `&lt;table1&gt;`  Category table with columns: category_id (bigint),  category_name (varchar), category_description (varchar)  `&lt;\/table1&gt;` `&lt;table2&gt;` Operation table with columns: operation_id (bigint),  operation_public_id (varchar), operation_name (varchar),  operation_amount(bigdecimal), operation_type (enum),  category_id (FK to category table)  `&lt;\/table2&gt;`   Suggest how to store the operation_type.  In the code, the operation type will be an Enum with the values (DEPOSIT, WITHDRAW).<\/code><\/pre>\n<\/div>\n<\/details>\n<details class=\"spoiler\">\n<summary>\u0427\u0442\u043e \u0441\u0434\u0435\u043b\u0430\u043b GPT-4o<\/summary>\n<div class=\"spoiler__content\">\n<p>Thanks for the details! Here&#8217;s how we&#8217;ll proceed:<\/p>\n<h3>\u2705 Plan<\/h3>\n<h4>1. Enum Handling (operation_type)<\/h4>\n<p>We\u2019ll store the <code>operation_type<\/code> enum as a <code>VARCHAR<\/code> in the database. This approach:<\/p>\n<ul>\n<li>\n<p>Keeps the data readable and meaningful.<\/p>\n<\/li>\n<li>\n<p>Avoids the risks of ordinal-based persistence (i.e., changes in enum order).<\/p>\n<\/li>\n<li>\n<p>Is compatible with JPA enum mapping using <code>@Enumerated(EnumType.STRING)<\/code>.<\/p>\n<\/li>\n<\/ul>\n<h4>2. Liquibase YAML Migration File<\/h4>\n<p>We&#8217;ll write a migration file in YAML that:<\/p>\n<ul>\n<li>\n<p>Creates the <code>category<\/code> table.<\/p>\n<\/li>\n<li>\n<p>Creates the <code>operation<\/code> table.<\/p>\n<\/li>\n<li>\n<p>Defines <code>operation_type<\/code> as a <code>VARCHAR<\/code>.<\/p>\n<\/li>\n<li>\n<p>Sets up a foreign key from <code>operation.category_id<\/code> to <code>category.category_id<\/code>.<\/p>\n<\/li>\n<li>\n<p>Adds primary keys for both tables.<\/p>\n<\/li>\n<\/ul>\n<h3>\ud83e\udde9 Liquibase YAML Migration Script<\/h3>\n<p>Here&#8217;s a production-ready <code>db.changelog-1.0.yaml<\/code>:<\/p>\n<pre><code class=\"yaml\">databaseChangeLog:   - changeSet:       id: 1       author: backenddev       changes:         - createTable:             tableName: category             columns:               - column:                   name: category_id                   type: BIGINT                   constraints:                     primaryKey: true                     nullable: false               - column:                   name: category_name                   type: VARCHAR(255)                   constraints:                     nullable: false               - column:                   name: category_description                   type: VARCHAR(1000)    - changeSet:       id: 2       author: backenddev       changes:         - createTable:             tableName: operation             columns:               - column:                   name: operation_id                   type: BIGINT                   constraints:                     primaryKey: true                     nullable: false               - column:                   name: operation_public_id                   type: VARCHAR(255)                   constraints:                     nullable: false                     unique: true               - column:                   name: operation_name                   type: VARCHAR(255)                   constraints:                     nullable: false               - column:                   name: operation_amount                   type: NUMERIC(19,2)                   constraints:                     nullable: false               - column:                   name: operation_type                   type: VARCHAR(50)                   constraints:                     nullable: false               - column:                   name: category_id                   type: BIGINT                   constraints:                     nullable: false          - addForeignKeyConstraint:             baseTableName: operation             baseColumnNames: category_id             referencedTableName: category             referencedColumnNames: category_id             constraintName: fk_operation_category <\/code><\/pre>\n<h3><\/h><\/div>\n<\/details>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-471075","post","type-post","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/471075","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=471075"}],"version-history":[{"count":0,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/471075\/revisions"}],"wp:attachment":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=471075"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=471075"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=471075"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}