{"id":16169,"date":"2024-09-29T02:09:47","date_gmt":"2024-09-28T22:39:47","guid":{"rendered":"https:\/\/www.itpiran.net\/blog\/?p=16169"},"modified":"2024-09-29T02:09:47","modified_gmt":"2024-09-28T22:39:47","slug":"set-up-fastapi-app-with-nosql-db","status":"publish","type":"post","link":"https:\/\/www.itpiran.net\/blog\/tutorials\/set-up-fastapi-app-with-nosql-db\/","title":{"rendered":"\u0646\u062d\u0648\u0647 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 API \u0633\u0631\u06cc\u0639 \u0628\u0627 \u06cc\u06a9 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 NoSQL"},"content":{"rendered":"<h2 id=\"%d9%85%d9%82%d8%af%d9%85%d9%87\">\u0645\u0642\u062f\u0645\u0647<\/h2>\n<p>\u0647\u0646\u06af\u0627\u0645 \u062a\u0648\u0633\u0639\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646\u060c FastAPI \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0627\u0646\u062a\u062e\u0627\u0628 \u0628\u0631\u062a\u0631 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u0628\u0627 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0628\u0627\u0644\u0627 \u0628\u0631\u062c\u0633\u062a\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0633\u0631\u0639\u062a\u060c \u0633\u0627\u062f\u06af\u06cc \u0648 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0646\u0627\u0647\u0645\u0632\u0645\u0627\u0646 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0645\u062f\u0631\u0646 \u0648 \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631 \u0627\u06cc\u062f\u0647 \u0622\u0644 \u0645\u06cc \u06a9\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634\u060c \u0634\u0645\u0627 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0641\u0631\u0622\u06cc\u0646\u062f \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 FastAPI \u0628\u0627 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 NoSQL \u0631\u0627\u0647\u0646\u0645\u0627\u06cc\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0635\u062d\u0628\u062a \u0627\u0632 \u0630\u062e\u06cc\u0631\u0647 \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u062f\u0627\u062f\u0647 \u0647\u0627 \u0645\u06cc \u0634\u0648\u062f\u060c \u067e\u0627\u06cc\u06af\u0627\u0647 \u0647\u0627\u06cc \u062f\u0627\u062f\u0647 NoSQL \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631\u06cc \u0648 \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u0646\u062f \u0648 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0639\u0627\u0644\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0633\u0627\u062e\u062a\u0627\u0631\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0645\u062a\u0646\u0648\u0639 \u0648 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062f\u0627\u0631\u0646\u062f.<\/p>\n<h5 id=\"%d9%be%db%8c%d8%b4-%d9%86%db%8c%d8%a7%d8%b2%d9%87%d8%a7\">\u067e\u06cc\u0634 \u0646\u06cc\u0627\u0632\u0647\u0627<\/h5>\n<ul>\n<li>\u0633\u0631\u0648\u0631\u06cc \u06a9\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0631\u0627 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u06cc\u06a9 \u06a9\u0627\u0631\u0628\u0631 \u063a\u06cc\u0631 \u0631\u06cc\u0634\u0647 \u0628\u0627 \u0627\u0645\u062a\u06cc\u0627\u0632\u0627\u062a sudo \u0648 \u0641\u0627\u06cc\u0631\u0648\u0627\u0644 \u0641\u0639\u0627\u0644 \u0627\u062c\u0631\u0627 \u0645\u06cc \u06a9\u0646\u062f. .<\/li>\n<li>\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u062e\u0637 \u0641\u0631\u0645\u0627\u0646 \u0644\u06cc\u0646\u0648\u06a9\u0633<\/li>\n<li>\u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc sudo apt-get \u0631\u0627 \u062f\u0631 \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0645\u0637\u0645\u0626\u0646 \u0634\u0648\u06cc\u062f \u06a9\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0634\u0645\u0627 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647\u200c\u0647\u0627 \u0648 \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc\u200c\u0647\u0627\u06cc \u0627\u0645\u0646\u06cc\u062a\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0645\u062e\u0627\u0632\u0646 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0634\u062f\u0647 \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0634\u0645\u0627 \u062f\u0627\u0631\u062f.<\/li>\n<\/ul>\n<p><span style=\"color: #ff0000;\">\u0627\u06cc\u0646 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0645\u0639\u062a\u0628\u0631 \u0647\u0633\u062a\u0646\u062f: \u0627\u0648\u0628\u0648\u0646\u062a\u0648 24.04\u060c \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 \u0648 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 20.04. \u0627\u06af\u0631 \u0627\u0632 \u0646\u0633\u062e\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 &lt;= 18.04 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f\u060c \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0628\u0647 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 \u0627\u0631\u062a\u0642\u0627 \u062f\u0647\u06cc\u062f \u0632\u06cc\u0631\u0627 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u062f\u06cc\u06af\u0631 \u0627\u0632 \u0627\u06cc\u0646 \u0646\u0633\u062e\u0647 \u0647\u0627 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0646\u0645\u06cc \u06a9\u0646\u062f.<\/span><\/p>\n<h2 id=\"%d9%85%d8%b1%d8%ad%d9%84%d9%87-1-%d9%85%d8%ad%db%8c%d8%b7-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%b1%d8%a7-%d8%b1%d9%88%db%8c-%d8%af%d8%b3%d8%aa%da%af%d8%a7%d9%87-%d8%ae%d9%88%d8%af-%d8%aa\">\u0645\u0631\u062d\u0644\u0647 1 &#8211; \u0645\u062d\u06cc\u0637 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0631\u0648\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 \u062e\u0648\u062f \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f<\/h2>\n<p>\u062f\u0631 \u0637\u0648\u0644 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634\u060c \u0645\u0627 \u0627\u0632 \u0628\u0633\u062a\u0647 python3 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f. \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0628\u0627 \u0646\u0635\u0628 \u067e\u0627\u06cc\u062a\u0648\u0646 3 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u0634\u0648\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0628\u0631\u0627\u06cc \u062a\u0623\u06cc\u06cc\u062f \u0646\u0635\u0628 \u0622\u0646\u060c \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>python3 --version\r\n<\/code><\/pre>\n<\/div>\n<p>\u062f\u0631 \u0635\u0648\u0631\u062a\u06cc \u06a9\u0647 \u062e\u0637\u0627 \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0633\u062a\u0647 \u0631\u0627 \u0628\u0627 \u0627\u062c\u0631\u0627\u06cc \u0632\u06cc\u0631 \u0646\u0635\u0628\/\u0646\u0635\u0628 \u0645\u062c\u062f\u062f \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>sudo apt-get install python3\r\n<\/code><\/pre>\n<\/div>\n<p>\u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u060c \u0628\u0627\u06cc\u062f \u067e\u06cc\u067e \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0628\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc\u200c\u0647\u0627\u06cc \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0627\u06cc\u0645\u0646 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>sudo apt-get install python3-pip\r\n<\/code><\/pre>\n<\/div>\n<h2 id=\"%d9%85%d8%b1%d8%ad%d9%84%d9%87-2-%d8%a7%db%8c%d8%ac%d8%a7%d8%af-%d9%85%d8%ad%db%8c%d8%b7-%d9%85%d8%ac%d8%a7%d8%b2%db%8c\">\u0645\u0631\u062d\u0644\u0647 2 &#8211; \u0627\u06cc\u062c\u0627\u062f \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc<\/h2>\n<p><span style=\"color: #ff0000;\">\u0627\u06af\u0631 \u0627\u0632 \u0646\u0633\u062e\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 &lt; 24.04 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f\u060c \u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0646\u062f\u0627\u0631\u06cc\u062f\u060c \u0627\u0645\u0627 \u0627\u06cc\u0646 \u06cc\u06a9 \u062a\u0645\u0631\u06cc\u0646 \u062e\u0648\u0628 \u0627\u0633\u062a \u06a9\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0647\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u062e\u0648\u062f \u0631\u0627 \u062c\u062f\u0627 \u06a9\u0646\u06cc\u062f.<\/span><\/p>\n<p>\u0628\u0627 \u0634\u0631\u0648\u0639 \u0627\u0632 Python 3.11 \u0648 pip 22.3\u060c \u06cc\u06a9 PEP 668 \u062c\u062f\u06cc\u062f \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0646\u0634\u0627\u0646\u200c\u06af\u0630\u0627\u0631\u06cc \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u00ab\u0645\u062f\u06cc\u0631\u06cc\u062a \u062e\u0627\u0631\u062c\u06cc\u00bb \u0628\u06cc\u0627\u0646 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u06cc \u06a9\u0647 \u0634\u0645\u0627 \u0646\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 pip \u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u0628\u0633\u062a\u0647\u200c\u0647\u0627 \u0628\u0627 \u0645\u0648\u0641\u0642\u06cc\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f\u060c \u0645\u06af\u0631 \u0627\u06cc\u0646\u06a9\u0647 \u062f\u0631 \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u06a9\u0627\u0631 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u062e\u0648\u062f \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0647\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u0634\u0645\u0627 \u0631\u0627 \u062c\u062f\u0627 \u0645\u06cc \u06a9\u0646\u062f \u062a\u0627 \u0627\u0632 \u062a\u0636\u0627\u062f\u0647\u0627\u06cc \u0627\u062d\u062a\u0645\u0627\u0644\u06cc \u0628\u06cc\u0646 \u0646\u0633\u062e\u0647 \u0647\u0627\u06cc \u0628\u0633\u062a\u0647 \u0645\u062e\u062a\u0644\u0641 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0634\u0648\u062f. \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0632\u06cc\u0631 \u0631\u0627 \u062f\u0631 \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>sudo apt-get install python3-venv\r\n<\/code><\/pre>\n<\/div>\n<p>\u0628\u0627 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0628\u0633\u062a\u0647 venv \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0646\u0635\u0628 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>python3 -m venv fastapi-env\r\n<\/code><\/pre>\n<\/div>\n<p>\u0627\u06cc\u0646 \u062f\u0633\u062a\u0648\u0631 \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc fastapi-env \u062f\u0631 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u06a9\u0627\u0631\u06cc \u0634\u0645\u0627 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f. \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u06a9\u0627\u0631 \u062f\u0631 \u062f\u0627\u062e\u0644 \u0627\u06cc\u0646 \u0645\u062d\u06cc\u0637\u060c \u0628\u0627\u06cc\u062f \u0622\u0646 \u0631\u0627 \u0641\u0639\u0627\u0644 \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>source fastapi-env\/bin\/activate\r\n<\/code><\/pre>\n<\/div>\n<p>\u062f\u0631 \u0627\u062c\u0631\u0627\u06cc \u0645\u0648\u0641\u0642\u06cc\u062a \u0622\u0645\u06cc\u0632\u060c \u067e\u06cc\u0634\u0648\u0646\u062f \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0645\u0634\u0627\u0647\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-plain\" data-lang=\"Plain Text\"><code>(fastapi-env) user@machine:~$\r\n<\/code><\/pre>\n<\/div>\n<p>\u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0646\u0635\u0628 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0631\u0627 \u062f\u0631 \u062f\u0627\u062e\u0644 \u0627\u06cc\u0646 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f.<\/p>\n<h2 id=\"%d9%85%d8%b1%d8%ad%d9%84%d9%87-3-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7-%d9%88-%d8%a8%d8%b3%d8%aa%d9%87-%d9%87%d8%a7%db%8c-%d9%85%d9%88%d8%b1%d8%af-%d9%86%db%8c%d8%a7\">\u0645\u0631\u062d\u0644\u0647 3 &#8211; \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627 \u0648 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f<\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u0686\u0646\u062f \u0628\u0633\u062a\u0647 \u0648 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0631\u0627 \u0646\u0635\u0628 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0628\u0631\u0627\u06cc \u067e\u06cc\u06af\u06cc\u0631\u06cc \u0645\u0648\u0641\u0642\u06cc\u062a \u0622\u0645\u06cc\u0632 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0644\u0627\u0632\u0645 \u0627\u0633\u062a.<\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0627 \u0646\u0635\u0628 fastapi \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0628\u0631\u0646\u0627\u0645\u0647 FastAPI \u0634\u0645\u0627 \u0644\u0627\u0632\u0645 \u0627\u0633\u062a \u0648 uvicorn \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 FastAPI \u0644\u0627\u0632\u0645 \u0627\u0633\u062a \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u0645.<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>pip install fastapi uvicorn\r\n<\/code><\/pre>\n<\/div>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0627\u0632 MongoDB \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 NoSQL \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f. \u0628\u0631\u0627\u06cc \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 MongoDB \u0627\u0632 \u062f\u0627\u062e\u0644 FastAPI \u062e\u0648\u062f\u060c \u0628\u0627\u06cc\u062f \u0645\u0648\u062a\u0648\u0631 \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f\u060c \u06a9\u0647 \u06cc\u06a9 \u062f\u0631\u0627\u06cc\u0648\u0631 Python \u0646\u0627\u0647\u0645\u0632\u0645\u0627\u0646 \u0628\u0631\u0627\u06cc MongoDB \u0627\u0633\u062a.<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>pip install motor\r\n<\/code><\/pre>\n<\/div>\n<h2 id=\"%d9%85%d8%b1%d8%ad%d9%84%d9%87-4-mongodb-%d8%b1%d8%a7-%d8%af%d8%b1-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-%d9%86%d8%b5%d8%a8-%d9%88-%d8%b1%d8%a7%d9%87-%d8%a7%d9%86%d8%af%d8%a7%d8%b2%db%8c\">\u0645\u0631\u062d\u0644\u0647 4 &#8211; MongoDB \u0631\u0627 \u062f\u0631 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0646\u0635\u0628 \u0648 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f<\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0646\u0635\u0628 MongoDB \u0628\u0631 \u0631\u0648\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648\u060c \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0632\u06cc\u0631 \u0631\u0627 \u062f\u0631 \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>wget -qO - https:\/\/www.mongodb.org\/static\/pgp\/server-7.0.asc | sudo gpg --dearmor -o \/usr\/share\/keyrings\/mongodb-archive-keyring.gpg\r\necho \"deb [signed-by=\/usr\/share\/keyrings\/mongodb-archive-keyring.gpg] https:\/\/repo.mongodb.org\/apt\/ubuntu $(lsb_release -cs)\/mongodb-org\/7.0 multiverse\" | sudo tee \/etc\/apt\/sources.list.d\/mongodb-org-7.0.list<\/code><\/pre>\n<\/div>\n<p>\u062f\u0631 \u0627\u062c\u0631\u0627\u06cc \u0645\u0648\u0641\u0642\u06cc\u062a \u0622\u0645\u06cc\u0632\u060c \u0627\u06cc\u0646 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 echo \u0631\u0627 \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f. \u062d\u0627\u0644\u0627 \u0633\u0631\u06cc\u0639 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>sudo apt-get update\r\n<\/code><\/pre>\n<\/div>\n<p>\u0627\u06cc\u0646 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u067e\u0633 \u0627\u0632 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u06a9\u0644\u06cc\u062f\u0647\u0627\u06cc MongoDB\u060c \u0622\u062e\u0631\u06cc\u0646 \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0647\u0627 \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u060c \u0628\u0627\u06cc\u062f \u06cc\u06a9 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc openssl \u0631\u0627 \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645 \u062e\u0648\u062f \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0646\u0635\u0628 MongoDB \u0644\u0627\u0632\u0645 \u0627\u0633\u062a.<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>wget http:\/\/archive.ubuntu.com\/ubuntu\/pool\/main\/o\/openssl\/libssl1.1_1.1.1f-1ubuntu2_amd64.deb\r\nsudo dpkg -i libssl1.1_1.1.1f-1ubuntu2_amd64.deb<\/code><\/pre>\n<\/div>\n<p>\u062f\u0631 \u0647\u0646\u06af\u0627\u0645 \u0627\u062c\u0631\u0627\u060c \u0627\u0632 \u0634\u0645\u0627 \u062e\u0648\u0627\u0633\u062a\u0647 \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u062e\u062f\u0645\u0627\u062a \u0631\u0627 \u0645\u062c\u062f\u062f\u0627 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f. \u067e\u0633 \u0627\u0632 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0645\u062c\u062f\u062f\u060c MongoDB \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>sudo apt-get install -y mongodb\r\n<\/code><\/pre>\n<\/div>\n<p>\u0633\u0631\u0648\u06cc\u0633 \u0647\u0627\u06cc MongoDB \u0631\u0627 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0648 \u0641\u0639\u0627\u0644 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>sudo systemctl start mongod\r\nsudo systemctl enable mongod<\/code><\/pre>\n<\/div>\n<p>\u0628\u0627 \u0627\u062c\u0631\u0627\u06cc \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0632\u06cc\u0631 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0648\u0636\u0639\u06cc\u062a \u0633\u0631\u0648\u06cc\u0633 MongoDB \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u0627\u062a\u0635\u0627\u0644 \u0631\u0627 \u0622\u0632\u0645\u0627\u06cc\u0634 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>sudo systemctl status mongod\r\n<\/code><\/pre>\n<\/div>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>mongo --eval 'db.runCommand({connectionStatus: 1})'\r\n<\/code><\/pre>\n<\/div>\n<h2 id=\"%d9%85%d8%b1%d8%ad%d9%84%d9%87-5-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-fastapi-%d8%a7%db%8c%d8%ac%d8%a7%d8%af-%da%a9%d9%86%db%8c%d8%af\">\u0645\u0631\u062d\u0644\u0647 5 &#8211; \u0628\u0631\u0646\u0627\u0645\u0647 FastAPI \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f<\/h2>\n<p>\u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 FastAPI \u0627\u0633\u062a. \u062f\u0631 \u067e\u0648\u0634\u0647 \u06a9\u0627\u0631\u06cc \u062e\u0648\u062f\u060c \u06cc\u06a9 \u0641\u0627\u06cc\u0644 database.py \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>nano database.py\r\n<\/code><\/pre>\n<\/div>\n<p>\u0627\u06cc\u0646 \u06cc\u06a9 \u0648\u06cc\u0631\u0627\u06cc\u0634\u06af\u0631 \u0645\u062a\u0646 \u062e\u0627\u0644\u06cc \u0631\u0627 \u0628\u0627\u0632 \u0645\u06cc \u06a9\u0646\u062f. \u0645\u0646\u0637\u0642 \u0627\u062a\u0635\u0627\u0644 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u062e\u0648\u062f \u0631\u0627 \u0627\u06cc\u0646\u062c\u0627 \u0628\u0646\u0648\u06cc\u0633\u06cc\u062f.<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>from motor.motor_asyncio import AsyncIOMotorClient\r\nMONGO_DETAILS = \"mongodb:\/\/localhost:27017\"\r\nclient = AsyncIOMotorClient(MONGO_DETAILS)\r\ndb = client.mydatabase\r\ncollection = db.mycollection<\/code><\/pre>\n<\/div>\n<p>\u0628\u0627 \u0641\u0631\u0636 \u0627\u06cc\u0646\u06a9\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 mydatabase \u0628\u0627 \u0645\u0642\u062f\u0627\u0631\u06cc \u062f\u0627\u062f\u0647 \u067e\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0627\u06a9\u0646\u0648\u0646 \u06cc\u06a9 main.py \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0645\u0646\u0637\u0642 \u0628\u0631\u0646\u0627\u0645\u0647 \u0634\u0645\u0627 \u0631\u0627 \u0646\u06af\u0647 \u0645\u06cc \u062f\u0627\u0631\u062f. \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 FastAPI \u0632\u06cc\u0631\u060c \u06cc\u06a9 \u0627\u062a\u0635\u0627\u0644 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0633\u06cc\u0631\u0647\u0627\u06cc database.py \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062a\u0639\u0631\u06cc\u0641 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u0633\u06cc\u0631\u0647\u0627\u060c \u0648\u0631\u0648\u062f\u06cc \u0627\u0639\u062a\u0628\u0627\u0631\u0633\u0646\u062c\u06cc \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>nano main.py\r\n<\/code><\/pre>\n<\/div>\n<p>\u062f\u0631 \u0648\u06cc\u0631\u0627\u06cc\u0634\u06af\u0631 \u0645\u062a\u0646\u060c \u0645\u0646\u0637\u0642 \u0631\u0627 \u0628\u0646\u0648\u06cc\u0633\u06cc\u062f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>from fastapi import FastAPI, HTTPException\r\nfrom pydantic import BaseModel\r\nfrom sklearn.linear_model import LinearRegression\r\nimport numpy as np\r\nfrom database import collection\r\napp = FastAPI()\r\n# simple dataset and model\r\nx = np.array([[1], [2], [3], [4], [5]])\r\ny = np.array([2, 4, 6, 8, 10])\r\nmodel = LinearRegressions()\r\nmodel.fit(x, y)\r\n# define the Pydantic model for input validation\r\nclass InputData(BaseModel):\r\nfeature: float\r\n# route_1 for predicting the output based on input feature\r\n@app.post(\"\/predict\/\")\r\nasync def predict(input_data: InputData):\r\ntry:\r\nprediction = model.predict([[input_data.feature]])\r\nreturn {\"prediction\": prediction[0]}\r\nexcept Exception as ex:\r\nraise HTTPException(status_code=400, detail=str(ex))\r\n# route_2 to interact with MongoDB\r\n@app.get(\"\/items\/\")\r\nasync def get_item():\r\nitems = []\r\nasync for item in collection.find():\r\nitems.append(item)\r\nreturn items\r\n# route_3 to add a new item to MongoDB\r\n@app.post(\"\/items\/\")\r\nasync def create_item(item: dict):\r\nnew_item = await collection.insert_one(item)\r\ncreated_item = await collection.fine_one({\"_id\": new_item.inserted_id})\r\nreturn created_item<\/code><\/pre>\n<\/div>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u062e\u0644\u0627\u0635\u0647 \u0627\u06cc \u0627\u0632 \u0622\u0646\u0686\u0647 \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<ul>\n<li>\u0645\u062f\u0644 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062e\u0637\u06cc \u0627\u0632 sklearn: \u0627\u06cc\u0646 \u0645\u062f\u0644 \u06cc\u06a9 \u062e\u0631\u0648\u062c\u06cc \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u06cc\u06a9 \u0648\u06cc\u0698\u06af\u06cc \u0648\u0631\u0648\u062f\u06cc \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<li>\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0627\u0632 \u0645\u062f\u0644 Pydantic: \u0627\u06cc\u0646 \u0633\u0627\u062e\u062a\u0627\u0631 \u0648\u0631\u0648\u062f\u06cc \u0645\u0648\u0631\u062f \u0627\u0646\u062a\u0638\u0627\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0646\u0642\u0637\u0647 \u067e\u0627\u06cc\u0627\u0646\u06cc \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u06a9\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f\u060c \u06cc\u06a9 \u0634\u0646\u0627\u0648\u0631 \u0627\u0633\u062a.<\/li>\n<li>\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0627\u0632 \u0645\u062f\u0644 Pydantic: \u0627\u06cc\u0646 \u0648\u0631\u0648\u062f\u06cc \u0645\u0648\u0631\u062f \u0627\u0646\u062a\u0638\u0627\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0646\u0642\u0637\u0647 \u067e\u0627\u06cc\u0627\u0646\u06cc \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u06a9\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f\u060c \u06cc\u06a9 \u0634\u0646\u0627\u0648\u0631 \u0627\u0633\u062a.<\/li>\n<\/ul>\n<h2 id=\"%d9%85%d8%b1%d8%ad%d9%84%d9%87-6-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-fastapi-%d8%b1%d8%a7-%d8%a7%d8%ac%d8%b1%d8%a7-%da%a9%d9%86%db%8c%d8%af\">\u0645\u0631\u062d\u0644\u0647 6 &#8211; \u0628\u0631\u0646\u0627\u0645\u0647 FastAPI \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f<\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0645\u0648\u0641\u0642\u06cc\u062a \u0622\u0645\u06cc\u0632 \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647\u060c \u0628\u0627\u06cc\u062f \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627 \u0648 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>pip install pydantic scikit-learn numpy\r\n<\/code><\/pre>\n<\/div>\n<p>\u062d\u0627\u0644\u0627 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u0632 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>uvicorn main:app --reload\r\n<\/code><\/pre>\n<\/div>\n<p>\u062e\u0631\u0648\u062c\u06cc \u0627\u06cc\u0646 \u062f\u0633\u062a\u0648\u0631 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-plain\" data-lang=\"Plain Text\"><code>Output\r\nINFO: Will watch for changes in these directories: ['\/path\/to\/your\/project']\r\nINFO: Uvicorn running on http:\/\/127.0.0.1:8000 (Press CTRL+C to quit)\r\nINFO: Started reloader process [XXXXX] using statreload\r\nINFO: Started server process [XXXXX]\r\nINFO: Waiting for application startup.\r\nINFO: Application startup complete.<\/code><\/pre>\n<\/div>\n<p>FastAPI \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u06cc\u06a9 \u0645\u0633\u062a\u0646\u062f\u0627\u062a API \u062a\u0639\u0627\u0645\u0644\u06cc \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Swagger UI \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f. \u0628\u0627 \u0631\u0641\u062a\u0646 \u0628\u0647 http:\/\/127.0.0.1:8000\/docs \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 \u0622\u0646 \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f.<\/p>\n<p>\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f curl \u06cc\u0627 Postman \u0628\u0631\u0627\u06cc \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0646\u0642\u0637\u0647 \u067e\u0627\u06cc\u0627\u0646\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0648\u0631\u0648\u062f\u06cc \u0634\u0645\u0627 \u0645\u0642\u062f\u0627\u0631\u06cc \u0631\u0627 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-plain\" data-lang=\"Plain Text\"><code>curl -X POST \"http:\/\/127.0.0.1:8000\/predict\/\" -H \"Content-type: application\/json\" -d '{\"feature\": 3}'\r\n<\/code><\/pre>\n<\/div>\n<h2 id=\"%d9%85%d8%b1%d8%ad%d9%84%d9%87-7-%d8%a7%d8%ae%d8%aa%db%8c%d8%a7%d8%b1%db%8c-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d8%b1%d8%a7-%d8%a8%d8%a7-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7\">\u0645\u0631\u062d\u0644\u0647 7 [\u0627\u062e\u062a\u06cc\u0627\u0631\u06cc] &#8211; \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Docker Compose \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f<\/h2>\n<p>\u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0631\u0646\u0627\u0645\u0647 \u062e\u0648\u062f \u0631\u0627 \u06a9\u0627\u0646\u062a\u06cc\u0646\u0631\u06cc \u06a9\u0646\u06cc\u062f \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 docker-compose \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f. \u06a9\u0627\u0646\u062a\u06cc\u0646\u0631 \u06a9\u0631\u062f\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0634\u0645\u0627\u060c \u0641\u0631\u0622\u06cc\u0646\u062f \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0631\u0627 \u0633\u0627\u062f\u0647 \u062a\u0631 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0628\u0631\u0646\u0627\u0645\u0647 \u0634\u0645\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0642\u0631\u0627\u0631\u060c \u0645\u0642\u06cc\u0627\u0633 \u0628\u0646\u062f\u06cc \u0648 \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0622\u0633\u0627\u0646 \u062a\u0631 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<h2 id=\"%d9%86%d8%aa%db%8c%d8%ac%d9%87\">\u0646\u062a\u06cc\u062c\u0647<\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634\u060c \u0646\u062d\u0648\u0647 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0645\u0648\u0641\u0642\u06cc\u062a \u0622\u0645\u06cc\u0632 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 FastAPI \u0628\u0627 MongoDB\u060c \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0633\u0627\u062f\u0647 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u06a9\u0647 \u0642\u0627\u062f\u0631 \u0628\u0647 \u0630\u062e\u06cc\u0631\u0647 \u0648 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0627\u0633\u062a\u060c \u06cc\u0627\u062f \u06af\u0631\u0641\u062a\u06cc\u062f.<\/p>\n<p>\u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632 FastAPI \u0648 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 NoSQL \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0648 \u0645\u0646\u0639\u0637\u0641 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0648 \u0645\u0642\u06cc\u0627\u0633\u200c\u0628\u0646\u062f\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n","protected":false},"excerpt":{"rendered":"\u0645\u0642\u062f\u0645\u0647 \u0647\u0646\u06af\u0627\u0645 \u062a\u0648\u0633\u0639\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646\u060c FastAPI \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0627\u0646\u062a\u062e\u0627\u0628 \u0628\u0631\u062a\u0631 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0631\u0627\u0647 \u062d\u0644 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