{"id":16491,"date":"2024-12-07T13:50:34","date_gmt":"2024-12-07T10:20:34","guid":{"rendered":"https:\/\/www.itpiran.net\/blog\/?p=16491"},"modified":"2024-12-07T13:50:34","modified_gmt":"2024-12-07T10:20:34","slug":"set-up-fastapi-app-with-nosql-db-3","status":"publish","type":"post","link":"https:\/\/www.itpiran.net\/blog\/ar\/tutorials\/set-up-fastapi-app-with-nosql-db-3\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u0625\u0639\u062f\u0627\u062f \u062a\u0637\u0628\u064a\u0642 FastAPI \u0645\u0639 \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a NoSQL\u061f"},"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\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646\u060c FastAPI \u0628\u0627 \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\u200c\u0646\u0648\u06cc\u0633\u06cc \u063a\u06cc\u0631\u0647\u0645\u0632\u0645\u0627\u0646 \u0627\u0646\u062a\u062e\u0627\u0628\u06cc \u0639\u0627\u0644\u06cc \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634\u060c \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc FastAPI \u0628\u0627 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 NoSQL \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0627\u0646\u0639\u0637\u0627\u0641\u200c\u067e\u0630\u06cc\u0631\u06cc \u0648 \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631\u06cc \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u0648\u0639 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\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><a href=\"https:\/\/client.itpiran.net\/store\/hetzner-cloud-server\">\u0633\u0631\u0648\u0631 \u0627\u0648\u0628\u0648\u0646\u062a\u0648<\/a>\u060c \u06a9\u0627\u0631\u0628\u0631 \u063a\u06cc\u0631 \u0631\u06cc\u0634\u0647\u200c\u0627\u06cc \u0628\u0627 \u062f\u0633\u062a\u0631\u0633\u06cc sudo \u0648 \u0641\u0627\u06cc\u0631\u0648\u0627\u0644 \u0641\u0639\u0627\u0644.<\/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>\u062f\u0633\u062a\u0648\u0631 <code inline=\"\">sudo apt-get update<\/code> \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 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0634\u0645\u0627 \u062c\u062f\u06cc\u062f\u062a\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 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0645\u062e\u0627\u0632\u0646 \u0633\u06cc\u0633\u062a\u0645 \u0631\u0627 \u062f\u0627\u0631\u062f.<\/li>\n<\/ul>\n<p><span style=\"color: #ff0000;\">\u0646\u06a9\u062a\u0647:\u0627\u06cc\u0646 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u062c\u062f\u06cc\u062f\u062a\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0645\u0639\u062a\u0628\u0631 \u0627\u0633\u062a: \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 18.04 \u06cc\u0627 \u0642\u062f\u06cc\u0645\u06cc\u200c\u062a\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f\u060c \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u0628\u0647 \u0646\u0633\u062e\u0647 \u062c\u062f\u06cc\u062f\u062a\u0631\u06cc \u0627\u0631\u062a\u0642\u0627 \u062f\u0647\u06cc\u062f\u060c \u0632\u06cc\u0631\u0627 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u062f\u06cc\u06af\u0631 \u0627\u0632 \u0627\u06cc\u0646 \u0646\u0633\u062e\u0647\u200c\u0647\u0627 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0646\u0645\u06cc\u200c\u06a9\u0646\u062f.<\/span><\/p>\n<h2 id=\"%d9%85%d8%b1%d8%ad%d9%84%d9%87-%db%b1-%d8%aa%d9%86%d8%b8%db%8c%d9%85-%d9%85%d8%ad%db%8c%d8%b7-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%b1%d9%88%db%8c-%d8%b3%db%8c%d8%b3%d8%aa%d9%85-%d8%b4\">\u0645\u0631\u062d\u0644\u0647 \u06f1 &#8211; \u062a\u0646\u0638\u06cc\u0645 \u0645\u062d\u06cc\u0637 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0634\u0645\u0627<\/h2>\n<p>\u062f\u0631 \u0637\u0648\u0644 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634\u060c \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. \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0628\u0647 \u0637\u0648\u0631 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06f3 \u0631\u0627 \u0646\u0635\u0628 \u062f\u0627\u0631\u0646\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 \u0627\u06cc\u0646 \u062f\u0633\u062a\u0648\u0631 \u062e\u0637\u0627 \u062f\u0627\u062f\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0633\u062a\u0647 \u0631\u0627 \u0628\u0627 \u0627\u062c\u0631\u0627\u06cc \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0646\u0635\u0628 \u06cc\u0627 \u0645\u062c\u062f\u062f\u0627\u064b \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\r\n<\/code><\/pre>\n<\/div>\n<p>\u0633\u067e\u0633\u060c \u0646\u06cc\u0627\u0632 \u0627\u0633\u062a \u06a9\u0647 pip \u0631\u0627 \u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \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 \u0628\u0647\u200c\u0637\u0648\u0631 \u0627\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-%db%b2-%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 \u06f2 &#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\u200c\u06a9\u0646\u06cc\u062f\u060c \u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 \u0627\u06cc\u062c\u0627\u062f \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0646\u062f\u0627\u0631\u06cc\u062f\u060c \u0627\u0645\u0627 \u062c\u062f\u0627\u0633\u0627\u0632\u06cc \u0648\u0627\u0628\u0633\u062a\u06af\u06cc\u200c\u0647\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0634\u06cc\u0648\u0647\u200c\u0647\u0627\u0633\u062a.<\/span><\/p>\n<p>\u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06f3.\u06f1\u06f1 \u0648 pip 22.3 \u0628\u0647 \u0628\u0639\u062f\u060c PEP 668 \u062c\u062f\u06cc\u062f\u06cc \u0645\u0639\u0631\u0641\u06cc \u0634\u062f\u0647 \u06a9\u0647 \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 &#8220;\u0645\u062f\u06cc\u0631\u06cc\u062a\u200c\u0634\u062f\u0647 \u0627\u0632 \u0628\u06cc\u0631\u0648\u0646&#8221; \u0639\u0644\u0627\u0645\u062a\u200c\u06af\u0630\u0627\u0631\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u06cc\u0639\u0646\u06cc \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\u0647\u200c\u0637\u0648\u0631 \u0645\u0648\u0641\u0642\u06cc\u062a\u200c\u0622\u0645\u06cc\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u0645\u06af\u0631 \u0627\u06cc\u0646\u06a9\u0647 \u062f\u0631 \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u06a9\u0627\u0631 <span style=\"color: #000000;\">\u06a9\u0646\u06cc\u062f.<\/span><\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u0634\u0645\u0627 \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 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f \u06a9\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc\u200c\u0647\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u0631\u0627 \u062c\u062f\u0627\u0633\u0627\u0632\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u0627\u0632 \u0628\u0631\u0648\u0632 \u0645\u0634\u06a9\u0644\u0627\u062a \u0627\u062d\u062a\u0645\u0627\u0644\u06cc \u0645\u06cc\u0627\u0646 \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0628\u0633\u062a\u0647\u200c\u0647\u0627 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0634\u0648\u062f. \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644\u200c\u0647\u0627\u06cc \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>\u0627\u06cc\u0646 \u062f\u0633\u062a\u0648\u0631 \u0628\u0633\u062a\u0647 <code>venv<\/code> \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 \u0631\u0627 \u0646\u0635\u0628 \u062e\u0648\u0627\u0647\u062f \u06a9\u0631\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 \u0628\u0647 \u0646\u0627\u0645 <code>fastapi-env<\/code> \u062f\u0631 \u062f\u0627\u062e\u0644 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u06a9\u0627\u0631\u06cc \u0634\u0645\u0627 \u0627\u06cc\u062c\u0627\u062f \u062e\u0648\u0627\u0647\u062f \u06a9\u0631\u062f. \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u06a9\u0627\u0631 \u062f\u0631 \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 \u0635\u0648\u0631\u062a \u0627\u062c\u0631\u0627\u06cc \u0645\u0648\u0641\u0642\u06cc\u062a\u200c\u0622\u0645\u06cc\u0632\u060c \u0634\u0645\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f \u06a9\u0647 \u067e\u06cc\u0634\u200c\u0646\u0645\u0627\u06cc\u0634 \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\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>\u062d\u0627\u0644\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0634\u0631\u0648\u0639 \u0628\u0647 \u0646\u0635\u0628 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc\u200c\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u062f\u0627\u062e\u0644 \u0627\u06cc\u0646 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<h2 id=\"%d9%85%d8%b1%d8%ad%d9%84%d9%87-%db%b3-%d9%86%d8%b5%d8%a8-%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\">\u0645\u0631\u062d\u0644\u0647 \u06f3 &#8211; \u0646\u0635\u0628 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627 \u0648 \u0628\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632<\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u0634\u0645\u0627 \u0686\u0646\u062f \u0628\u0633\u062a\u0647 \u0648 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u06a9\u0647 \u0628\u0631\u0627\u06cc \u062f\u0646\u0628\u0627\u0644 \u06a9\u0631\u062f\u0646 \u0645\u0648\u0641\u0642 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0627\u0633\u062a\u060c \u0646\u0635\u0628 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f.<\/p>\n<p>\u0627\u0628\u062a\u062f\u0627 \u0628\u0627 \u0646\u0635\u0628 <code>FastAPI<\/code> \u0634\u0631\u0648\u0639 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0634\u0645\u0627 \u0644\u0627\u0632\u0645 \u0627\u0633\u062a \u0648 \u0633\u067e\u0633 <code>uvicorn<\/code> \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 FastAPI \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0627\u0633\u062a.<\/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\u060c \u0627\u0632 MongoDB \u0628\u0647\u200c\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\u060c \u0634\u0645\u0627 \u0628\u0627\u06cc\u062f <code>motor<\/code> \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u06cc\u06a9 \u062f\u0631\u0627\u06cc\u0648\u0631 \u063a\u06cc\u0631\u0647\u0645\u0632\u0645\u0627\u0646 \u067e\u0627\u06cc\u062a\u0648\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-%db%b4-%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-mongodb-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa\">\u0645\u0631\u062d\u0644\u0647 \u06f4 &#8211; \u0646\u0635\u0628 \u0648 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc MongoDB \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648<\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0646\u0635\u0628 MongoDB \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u062e\u0648\u062f\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<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<\/div>\n<p>\u062f\u0631 \u0635\u0648\u0631\u062a \u0627\u062c\u0631\u0627\u06cc \u0645\u0648\u0641\u0642\u06cc\u062a\u200c\u0622\u0645\u06cc\u0632\u060c \u0627\u06cc\u0646 \u062f\u0633\u062a\u0648\u0631 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 echo \u0631\u0627 \u0628\u0627\u0632 \u0645\u06cc\u200c\u06af\u0631\u062f\u0627\u0646\u062f. \u062d\u0627\u0644\u0627 \u06cc\u06a9 \u0628\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \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 \u06a9\u0627\u0631 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u067e\u0633 \u0627\u0632 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0644\u06cc\u062f\u0647\u0627\u06cc MongoDB\u060c \u062c\u062f\u06cc\u062f\u062a\u0631\u06cc\u0646 \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc\u200c\u0647\u0627 \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u067e\u0633 \u0627\u0632 \u0622\u0646\u060c \u0646\u06cc\u0627\u0632 \u0627\u0633\u062a \u06a9\u0647 \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 \u0636\u0631\u0648\u0631\u06cc \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>\u067e\u0633 \u0627\u0632 \u0627\u062c\u0631\u0627\u060c \u0627\u0632 \u0634\u0645\u0627 \u062e\u0648\u0627\u0633\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627 \u0631\u0627 \u0645\u062c\u062f\u062f\u0627\u064b \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f. \u067e\u0633 \u0627\u0632 \u0631\u0627\u0647\u200c\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\u200c\u0647\u0627\u06cc MongoDB \u0631\u0627 \u0631\u0627\u0647\u200c\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>\u0645\u06cc\u200c\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 \u0628\u0627 \u0627\u062c\u0631\u0627\u06cc \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0632\u06cc\u0631 \u062a\u0633\u062a \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-%db%b5-%d8%a7%db%8c%d8%ac%d8%a7%d8%af-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-fastapi\">\u0645\u0631\u062d\u0644\u0647 \u06f5 &#8211; \u0627\u06cc\u062c\u0627\u062f \u0628\u0631\u0646\u0627\u0645\u0647 FastAPI<\/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 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u06a9\u0627\u0631\u06cc \u062e\u0648\u062f\u060c \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0628\u0647 \u0646\u0627\u0645 <code inline=\"\">database.py<\/code> \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\u200c\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 \u062f\u0631 \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\n\r\nMONGO_DETAILS = \"mongodb:\/\/localhost:27017\"\r\n\r\nclient = AsyncIOMotorClient(MONGO_DETAILS)\r\n\r\ndb = client.mydatabase\r\n\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 <code inline=\"\">mycollection<\/code> \u0627\u0632 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 <code inline=\"\">mydatabase<\/code> \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u067e\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u062d\u0627\u0644\u0627 \u0628\u0627\u06cc\u062f \u06cc\u06a9 \u0641\u0627\u06cc\u0644 <code inline=\"\">main.py<\/code> \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0645\u0646\u0637\u0642 \u0628\u0631\u0646\u0627\u0645\u0647 \u0634\u0645\u0627 \u0631\u0627 \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u06a9\u0646\u062f. \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 FastAPI \u0632\u06cc\u0631\u060c \u0627\u062a\u0635\u0627\u0644 \u0628\u0647 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0627\u0632 \u0637\u0631\u06cc\u0642 <code inline=\"\">database.py<\/code> \u0628\u0631\u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0645\u0633\u06cc\u0631\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u0632 \u0627\u06cc\u0646 \u0645\u0633\u06cc\u0631\u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u0639\u062a\u0628\u0627\u0631\u0633\u0646\u062c\u06cc \u0648\u0631\u0648\u062f\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\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 \u06a9\u062f \u0632\u06cc\u0631 \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 \u062a\u0648\u0636\u06cc\u062d\u06cc \u0627\u0632 \u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<ul>\n<li><strong>\u0645\u062f\u0644 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062e\u0637\u06cc \u0627\u0632 sklearn<\/strong>: \u0627\u06cc\u0646 \u0645\u062f\u0644 \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\u200c\u0628\u06cc\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/li>\n<li><strong>InputData \u0627\u0632 \u0645\u062f\u0644 Pydantic<\/strong>: \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0633\u0627\u062e\u062a\u0627\u0631 \u0648\u0631\u0648\u062f\u06cc \u0645\u0648\u0631\u062f \u0627\u0646\u062a\u0638\u0627\u0631 \u0628\u0631\u0627\u06cc \u0646\u0642\u0637\u0647 \u067e\u0627\u06cc\u0627\u0646\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627\u060c \u0648\u0631\u0648\u062f\u06cc \u0627\u0632 \u0646\u0648\u0639 \u0639\u062f\u062f \u0627\u0639\u0634\u0627\u0631\u06cc (float) \u0627\u0633\u062a.<\/li>\n<li><strong>\u0645\u0633\u06cc\u0631\u0647\u0627\u06cc MongoDB<\/strong>: \u0645\u0633\u06cc\u0631\u0647\u0627\u06cc <code inline=\"\">\/items\/<\/code> \u0648 <code inline=\"\">POST \/items\/<\/code> \u0628\u0647 \u0634\u0645\u0627 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u06a9\u0647 \u0627\u0642\u0644\u0627\u0645 \u0631\u0627 \u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 MongoDB \u062e\u0648\u062f \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0648 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f.<\/li>\n<\/ul>\n<h2 id=\"%d9%85%d8%b1%d8%ad%d9%84%d9%87-%db%b6-%d8%a7%d8%ac%d8%b1%d8%a7%db%8c-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-fastapi\">\u0645\u0631\u062d\u0644\u0647 \u06f6 &#8211; \u0627\u062c\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 FastAPI<\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0645\u0648\u0641\u0642\u06cc\u062a\u200c\u0622\u0645\u06cc\u0632 \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647\u060c \u0646\u06cc\u0627\u0632 \u0627\u0633\u062a \u06a9\u0647 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627 \u0648 \u0628\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647\u200c\u0634\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\u060c \u0627\u0632 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \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\">uvicorn main:app --reload<\/pre>\n<\/div>\n<p>\u062e\u0631\u0648\u062c\u06cc \u0627\u06cc\u0646 \u062f\u0633\u062a\u0648\u0631 \u0628\u0647\u200c\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-bash\" data-lang=\"Bash\"><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\u200c\u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \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 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0634\u0645\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0622\u062f\u0631\u0633 <a href=\"http:\/\/127.0.0.1:8000\/docs\">http:\/\/127.0.0.1:8000\/docs<\/a> \u0628\u0647 \u0622\u0646 \u062f\u0633\u062a\u0631\u0633\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0645\u06cc\u200c\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 \u06a9\u0647 \u0645\u0642\u062f\u0627\u0631 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0648\u0631\u0648\u062f\u06cc \u0634\u0645\u0627 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\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%86%d8%aa%db%8c%d8%ac%d9%87\">\u0646\u062a\u06cc\u062c\u0647\u200c<\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634\u060c \u06cc\u0627\u062f \u06af\u0631\u0641\u062a\u06cc\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 FastAPI \u0631\u0627 \u0628\u0627 MongoDB \u0628\u0647\u200c\u0637\u0648\u0631 \u0645\u0648\u0641\u0642\u06cc\u062a\u200c\u0622\u0645\u06cc\u0632 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f \u0648 \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 \u0628\u0633\u0627\u0632\u06cc\u062f \u06a9\u0647 \u0642\u0627\u062f\u0631 \u0628\u0647 \u0630\u062e\u06cc\u0631\u0647 \u0648 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0628\u0627\u0634\u062f.<\/p>\n<p>\u062a\u0631\u06a9\u06cc\u0628 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 \u0627\u0646\u0639\u0637\u0627\u0641\u200c\u067e\u0630\u06cc\u0631 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \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 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n","protected":false},"excerpt":{"rendered":"\u0645\u0642\u062f\u0645\u0629 \u0639\u0646\u062f \u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u064a\u064f\u0639\u062f FastAPI \u062e\u064a\u0627\u0631\u064b\u0627 \u0645\u0645\u062a\u0627\u0632\u064b\u0627 \u0628\u0641\u0636\u0644 \u0633\u0631\u0639\u062a\u0647 \u0648\u0628\u0633\u0627\u0637\u062a\u0647 \u0648\u062f\u0639\u0645\u0647 \u0644\u0644\u0628\u0631\u0645\u062c\u0629 \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0632\u0627\u0645\u0646\u0629.","protected":false},"author":1,"featured_media":16494,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"\u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc FastAPI \u0628\u0627 NoSQL","_yoast_wpseo_title":"","_yoast_wpseo_metadesc":"","_yoast_wpseo_canonical":"","_yoast_wpseo_opengraph-description":"","_yoast_wpseo_opengraph-image":"","_yoast_wpseo_twitter-description":"","_yoast_wpseo_twitter-image":"","_yoast_wpseo_focuskeywords":"[]","_yoast_wpseo_primary_category":"193","footnotes":""},"categories":[193,363,349],"tags":[414,403,460,376,368],"class_list":{"0":"post-16491","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-tutorials","8":"category-programming","9":"category-database","10":"tag-api","11":"tag-data-base","12":"tag-mongodb","13":"tag-python","14":"tag-ubuntu"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u0686\u06af\u0648\u0646\u0647 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 FastAPI \u0631\u0627 \u0628\u0627 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 NoSQL \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u06a9\u0646\u06cc\u0645\u061f - \u0628\u0644\u0627\u06af ITPiran<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.itpiran.net\/blog\/ar\/tutorials\/set-up-fastapi-app-with-nosql-db-3\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0686\u06af\u0648\u0646\u0647 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 FastAPI \u0631\u0627 \u0628\u0627 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 NoSQL \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u06a9\u0646\u06cc\u0645\u061f - \u0628\u0644\u0627\u06af ITPiran\" \/>\n<meta property=\"og:description\" content=\"\u0645\u0642\u062f\u0645\u0647 \u0647\u0646\u06af\u0627\u0645 \u062a\u0648\u0633\u0639\u0647 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