{"id":97446,"date":"2025-02-14T15:18:43","date_gmt":"2025-02-14T11:48:43","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%b3%db%8c%d8%b3%d8%aa%d9%85-%d9%81%d8%a7%db%8c%d9%84-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-10-%d8%b9%d9%85%d9%84%db%8c%d8%a7%d8%aa-%d8%b6%d8%b1%d9%88\/"},"modified":"2025-02-14T15:18:43","modified_gmt":"2025-02-14T11:48:43","slug":"%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%b3%db%8c%d8%b3%d8%aa%d9%85-%d9%81%d8%a7%db%8c%d9%84-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-10-%d8%b9%d9%85%d9%84%db%8c%d8%a7%d8%aa-%d8%b6%d8%b1%d9%88","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%b3%db%8c%d8%b3%d8%aa%d9%85-%d9%81%d8%a7%db%8c%d9%84-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-10-%d8%b9%d9%85%d9%84%db%8c%d8%a7%d8%aa-%d8%b6%d8%b1%d9%88\/","title":{"rendered":"\u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0641\u0627\u06cc\u0644 \u067e\u0627\u06cc\u062a\u0648\u0646: 10 \u0639\u0645\u0644\u06cc\u0627\u062a \u0636\u0631\u0648\u0631\u06cc \u0628\u0627 \u0645\u062b\u0627\u0644 \u06a9\u062f [2024]"},"content":{"rendered":"<div data-article-id=\"2277594\" id=\"article-body\">\n<blockquote>\n<p>\u0645\u0646 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0646\u0648\u06cc\u0633\u0646\u062f\u0647 \u067e\u0631\u0641\u0631\u0648\u0634 \u060c \u0634\u0645\u0627 \u0631\u0627 \u062f\u0639\u0648\u062a \u0645\u06cc \u06a9\u0646\u0645 \u062a\u0627 \u06a9\u062a\u0627\u0628\u0647\u0627\u06cc \u0645\u0646 \u0631\u0627 \u062f\u0631 \u0622\u0645\u0627\u0632\u0648\u0646 \u06a9\u0634\u0641 \u06a9\u0646\u06cc\u062f. \u0641\u0631\u0627\u0645\u0648\u0634 \u0646\u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0645\u0631\u0627 \u062f\u0631 \u0645\u062a\u0648\u0633\u0637 \u200b\u200b\u062f\u0646\u0628\u0627\u0644 \u06a9\u0646\u06cc\u062f \u0648 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u062e\u0648\u062f \u0631\u0627 \u0646\u0634\u0627\u0646 \u062f\u0647\u06cc\u062f. \u0645\u0645\u0646\u0648\u0646 \u062d\u0645\u0627\u06cc\u062a \u0634\u0645\u0627 \u0628\u0647 \u0645\u0639\u0646\u0627\u06cc \u062c\u0647\u0627\u0646 \u0627\u0633\u062a! <\/p>\n<\/blockquote>\n<p>\u0639\u0645\u0644\u06a9\u0631\u062f \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0633\u06cc\u0633\u062a\u0645 \u0641\u0627\u06cc\u0644 \u067e\u0627\u06cc\u062a\u0648\u0646<\/p>\n<p>\u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0633\u06cc\u0633\u062a\u0645 \u0641\u0627\u06cc\u0644 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f. \u0645\u0646 \u0633\u0627\u0644\u0647\u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u0627\u06cc\u0646 \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627 \u06a9\u0627\u0631 \u06a9\u0631\u062f\u0645 \u0648 \u0628\u06cc\u0646\u0634 \u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0631\u0627 \u06a9\u0647 \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0627\u0631\u0632\u0634\u0645\u0646\u062f \u0628\u0648\u062f\u0647 \u0627\u0633\u062a \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0645\u06cc \u06af\u0630\u0627\u0631\u0645.<\/p>\n<p>\u0645\u0627\u0698\u0648\u0644 Pathlib \u0646\u062d\u0648\u0647 \u06a9\u0646\u062a\u0631\u0644 \u0645\u0633\u06cc\u0631\u0647\u0627\u06cc \u0641\u0627\u06cc\u0644 \u0631\u0627 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062a\u063a\u06cc\u06cc\u0631 \u0645\u06cc \u062f\u0647\u062f. \u0627\u06cc\u0646 \u06cc\u06a9 \u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0634\u06cc \u06af\u0631\u0627 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0628\u0627\u0639\u062b \u0645\u06cc \u0634\u0648\u062f \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u0645\u0633\u06cc\u0631 \u0628\u0635\u0631\u06cc \u0648 \u0627\u06cc\u0645\u0646 \u0628\u0627\u0634\u062f. \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0646\u062d\u0648\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u0646 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0639\u0645\u0648\u0644 \u0627\u0632 \u0622\u0646 \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"kn\">from<\/span> <span class=\"n\">pathlib<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Path<\/span>\n\n<span class=\"c1\"># Create and manage paths\n<\/span><span class=\"n\">base_dir<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Path<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">\/home\/user\/documents<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n<span class=\"n\">file_path<\/span> <span class=\"o\">=<\/span> <span class=\"n\">base_dir<\/span> <span class=\"o\">\/<\/span> <span class=\"sh\">'<\/span><span class=\"s\">data<\/span><span class=\"sh\">'<\/span> <span class=\"o\">\/<\/span> <span class=\"sh\">'<\/span><span class=\"s\">report.txt<\/span><span class=\"sh\">'<\/span>\n\n<span class=\"c1\"># File operations\n<\/span><span class=\"n\">file_path<\/span><span class=\"p\">.<\/span><span class=\"nf\">write_text<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">Hello World<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n<span class=\"n\">content<\/span> <span class=\"o\">=<\/span> <span class=\"n\">file_path<\/span><span class=\"p\">.<\/span><span class=\"nf\">read_text<\/span><span class=\"p\">()<\/span>\n<span class=\"n\">stats<\/span> <span class=\"o\">=<\/span> <span class=\"n\">file_path<\/span><span class=\"p\">.<\/span><span class=\"nf\">stat<\/span><span class=\"p\">()<\/span>\n\n<span class=\"c1\"># Directory operations\n<\/span><span class=\"n\">new_dir<\/span> <span class=\"o\">=<\/span> <span class=\"n\">base_dir<\/span> <span class=\"o\">\/<\/span> <span class=\"sh\">'<\/span><span class=\"s\">new_folder<\/span><span class=\"sh\">'<\/span>\n<span class=\"n\">new_dir<\/span><span class=\"p\">.<\/span><span class=\"nf\">mkdir<\/span><span class=\"p\">(<\/span><span class=\"n\">parents<\/span><span class=\"o\">=<\/span><span class=\"bp\">True<\/span><span class=\"p\">,<\/span> <span class=\"n\">exist_ok<\/span><span class=\"o\">=<\/span><span class=\"bp\">True<\/span><span class=\"p\">)<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0646\u0638\u0627\u0631\u062a \u0628\u0631 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0633\u06cc\u0633\u062a\u0645 \u0641\u0627\u06cc\u0644 \u0628\u0631\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a. \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Watchdog \u062f\u0631 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0639\u0627\u0644\u06cc \u0627\u0633\u062a:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"kn\">from<\/span> <span class=\"n\">watchdog.observers<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Observer<\/span>\n<span class=\"kn\">from<\/span> <span class=\"n\">watchdog.events<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">FileSystemEventHandler<\/span>\n<span class=\"kn\">import<\/span> <span class=\"n\">time<\/span>\n\n<span class=\"k\">class<\/span> <span class=\"nc\">ChangeHandler<\/span><span class=\"p\">(<\/span><span class=\"n\">FileSystemEventHandler<\/span><span class=\"p\">):<\/span>\n    <span class=\"k\">def<\/span> <span class=\"nf\">on_modified<\/span><span class=\"p\">(<\/span><span class=\"n\">self<\/span><span class=\"p\">,<\/span> <span class=\"n\">event<\/span><span class=\"p\">):<\/span>\n        <span class=\"k\">if<\/span> <span class=\"ow\">not<\/span> <span class=\"n\">event<\/span><span class=\"p\">.<\/span><span class=\"n\">is_directory<\/span><span class=\"p\">:<\/span>\n            <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"sa\">f<\/span><span class=\"sh\">\"<\/span><span class=\"s\">Modified: <\/span><span class=\"si\">{<\/span><span class=\"n\">event<\/span><span class=\"p\">.<\/span><span class=\"n\">src_path<\/span><span class=\"si\">}<\/span><span class=\"sh\">\"<\/span><span class=\"p\">)<\/span>\n\n    <span class=\"k\">def<\/span> <span class=\"nf\">on_created<\/span><span class=\"p\">(<\/span><span class=\"n\">self<\/span><span class=\"p\">,<\/span> <span class=\"n\">event<\/span><span class=\"p\">):<\/span>\n        <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"sa\">f<\/span><span class=\"sh\">\"<\/span><span class=\"s\">Created: <\/span><span class=\"si\">{<\/span><span class=\"n\">event<\/span><span class=\"p\">.<\/span><span class=\"n\">src_path<\/span><span class=\"si\">}<\/span><span class=\"sh\">\"<\/span><span class=\"p\">)<\/span>\n\n<span class=\"n\">observer<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Observer<\/span><span class=\"p\">()<\/span>\n<span class=\"n\">observer<\/span><span class=\"p\">.<\/span><span class=\"nf\">schedule<\/span><span class=\"p\">(<\/span><span class=\"nc\">ChangeHandler<\/span><span class=\"p\">(),<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">.<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">recursive<\/span><span class=\"o\">=<\/span><span class=\"bp\">True<\/span><span class=\"p\">)<\/span>\n<span class=\"n\">observer<\/span><span class=\"p\">.<\/span><span class=\"nf\">start<\/span><span class=\"p\">()<\/span>\n\n<span class=\"k\">try<\/span><span class=\"p\">:<\/span>\n    <span class=\"k\">while<\/span> <span class=\"bp\">True<\/span><span class=\"p\">:<\/span>\n        <span class=\"n\">time<\/span><span class=\"p\">.<\/span><span class=\"nf\">sleep<\/span><span class=\"p\">(<\/span><span class=\"mi\">1<\/span><span class=\"p\">)<\/span>\n<span class=\"k\">except<\/span> <span class=\"nb\">KeyboardInterrupt<\/span><span class=\"p\">:<\/span>\n    <span class=\"n\">observer<\/span><span class=\"p\">.<\/span><span class=\"nf\">stop<\/span><span class=\"p\">()<\/span>\n<span class=\"n\">observer<\/span><span class=\"p\">.<\/span><span class=\"nf\">join<\/span><span class=\"p\">()<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0641\u0627\u06cc\u0644\u0647\u0627\u06cc \u0646\u0642\u0634\u0647 \u0628\u0631\u062f\u0627\u0631\u06cc \u0634\u062f\u0647 \u0627\u0632 \u062d\u0627\u0641\u0638\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 MMAP \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u0631\u0627 \u0647\u0646\u06af\u0627\u0645 \u0628\u0631\u062e\u0648\u0631\u062f \u0628\u0627 \u067e\u0631\u0648\u0646\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u0646\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"kn\">import<\/span> <span class=\"n\">mmap<\/span>\n<span class=\"kn\">import<\/span> <span class=\"n\">os<\/span>\n\n<span class=\"k\">def<\/span> <span class=\"nf\">process_large_file<\/span><span class=\"p\">(<\/span><span class=\"n\">filename<\/span><span class=\"p\">):<\/span>\n    <span class=\"k\">with<\/span> <span class=\"nf\">open<\/span><span class=\"p\">(<\/span><span class=\"n\">filename<\/span><span class=\"p\">,<\/span> <span class=\"sh\">'<\/span><span class=\"s\">r+b<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span> <span class=\"k\">as<\/span> <span class=\"n\">f<\/span><span class=\"p\">:<\/span>\n        <span class=\"n\">mm<\/span> <span class=\"o\">=<\/span> <span class=\"n\">mmap<\/span><span class=\"p\">.<\/span><span class=\"nf\">mmap<\/span><span class=\"p\">(<\/span><span class=\"n\">f<\/span><span class=\"p\">.<\/span><span class=\"nf\">fileno<\/span><span class=\"p\">(),<\/span> <span class=\"mi\">0<\/span><span class=\"p\">)<\/span>\n        <span class=\"c1\"># Process file in chunks\n<\/span>        <span class=\"n\">chunk_size<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">1024<\/span> <span class=\"o\">*<\/span> <span class=\"mi\">1024<\/span>  <span class=\"c1\"># 1MB chunks\n<\/span>        <span class=\"k\">for<\/span> <span class=\"n\">i<\/span> <span class=\"ow\">in<\/span> <span class=\"nf\">range<\/span><span class=\"p\">(<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"nf\">len<\/span><span class=\"p\">(<\/span><span class=\"n\">mm<\/span><span class=\"p\">),<\/span> <span class=\"n\">chunk_size<\/span><span class=\"p\">):<\/span>\n            <span class=\"n\">chunk<\/span> <span class=\"o\">=<\/span> <span class=\"n\">mm<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"p\">:<\/span><span class=\"n\">i<\/span> <span class=\"o\">+<\/span> <span class=\"n\">chunk_size<\/span><span class=\"p\">]<\/span>\n            <span class=\"c1\"># Process chunk\n<\/span>        <span class=\"n\">mm<\/span><span class=\"p\">.<\/span><span class=\"nf\">close<\/span><span class=\"p\">()<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u067e\u0631\u0648\u0646\u062f\u0647 \u0647\u0627\u06cc \u0645\u0648\u0642\u062a \u0628\u0631\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0639\u0645\u0644\u06cc\u0627\u062a \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a. \u0645\u0627\u0698\u0648\u0644 TempFile \u0631\u0648\u0634\u0647\u0627\u06cc \u0645\u0637\u0645\u0626\u0646 \u0628\u0631\u0627\u06cc \u0631\u0633\u06cc\u062f\u06af\u06cc \u0628\u0647 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"kn\">import<\/span> <span class=\"n\">tempfile<\/span>\n<span class=\"kn\">import<\/span> <span class=\"n\">shutil<\/span>\n\n<span class=\"k\">with<\/span> <span class=\"n\">tempfile<\/span><span class=\"p\">.<\/span><span class=\"nc\">TemporaryDirectory<\/span><span class=\"p\">()<\/span> <span class=\"k\">as<\/span> <span class=\"n\">temp_dir<\/span><span class=\"p\">:<\/span>\n    <span class=\"n\">temp_path<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Path<\/span><span class=\"p\">(<\/span><span class=\"n\">temp_dir<\/span><span class=\"p\">)<\/span> <span class=\"o\">\/<\/span> <span class=\"sh\">'<\/span><span class=\"s\">temp_file.txt<\/span><span class=\"sh\">'<\/span>\n    <span class=\"n\">temp_path<\/span><span class=\"p\">.<\/span><span class=\"nf\">write_text<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">Temporary data<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n    <span class=\"c1\"># Process data\n<\/span>    <span class=\"c1\"># Directory and contents automatically cleaned up\n<\/span>\n<span class=\"k\">with<\/span> <span class=\"n\">tempfile<\/span><span class=\"p\">.<\/span><span class=\"nc\">NamedTemporaryFile<\/span><span class=\"p\">(<\/span><span class=\"n\">delete<\/span><span class=\"o\">=<\/span><span class=\"bp\">False<\/span><span class=\"p\">)<\/span> <span class=\"k\">as<\/span> <span class=\"n\">temp_file<\/span><span class=\"p\">:<\/span>\n    <span class=\"n\">temp_file<\/span><span class=\"p\">.<\/span><span class=\"nf\">write<\/span><span class=\"p\">(<\/span><span class=\"sa\">b<\/span><span class=\"sh\">'<\/span><span class=\"s\">Binary data<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n    <span class=\"n\">temp_path<\/span> <span class=\"o\">=<\/span> <span class=\"n\">temp_file<\/span><span class=\"p\">.<\/span><span class=\"n\">name<\/span>\n\n<span class=\"c1\"># Manual cleanup when needed\n<\/span><span class=\"nc\">Path<\/span><span class=\"p\">(<\/span><span class=\"n\">temp_path<\/span><span class=\"p\">).<\/span><span class=\"nf\">unlink<\/span><span class=\"p\">()<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0645\u0627\u0698\u0648\u0644 Shutil \u0639\u0645\u0644\u06cc\u0627\u062a \u0633\u0637\u062d \u0628\u0627\u0644\u0627\u06cc\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u067e\u0631\u0648\u0646\u062f\u0647 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"kn\">import<\/span> <span class=\"n\">shutil<\/span>\n\n<span class=\"c1\"># Copy operations\n<\/span><span class=\"n\">shutil<\/span><span class=\"p\">.<\/span><span class=\"nf\">copy2<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">source.txt<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"sh\">'<\/span><span class=\"s\">destination.txt<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n<span class=\"n\">shutil<\/span><span class=\"p\">.<\/span><span class=\"nf\">copytree<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">source_dir<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"sh\">'<\/span><span class=\"s\">backup_dir<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n\n<span class=\"c1\"># Move operations\n<\/span><span class=\"n\">shutil<\/span><span class=\"p\">.<\/span><span class=\"nf\">move<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">old_location.txt<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"sh\">'<\/span><span class=\"s\">new_location.txt<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n\n<span class=\"c1\"># Remove directory tree\n<\/span><span class=\"n\">shutil<\/span><span class=\"p\">.<\/span><span class=\"nf\">rmtree<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">temp_directory<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n\n<span class=\"c1\"># Disk usage\n<\/span><span class=\"n\">total<\/span><span class=\"p\">,<\/span> <span class=\"n\">used<\/span><span class=\"p\">,<\/span> <span class=\"n\">free<\/span> <span class=\"o\">=<\/span> <span class=\"n\">shutil<\/span><span class=\"p\">.<\/span><span class=\"nf\">disk_usage<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">\/<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>FSSPEC \u06cc\u06a9 \u0631\u0627\u0628\u0637 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0628\u0631\u0627\u06cc \u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641 \u0633\u06cc\u0633\u062a\u0645 \u0641\u0627\u06cc\u0644 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"kn\">import<\/span> <span class=\"n\">fsspec<\/span>\n\n<span class=\"c1\"># Local filesystem\n<\/span><span class=\"k\">with<\/span> <span class=\"n\">fsspec<\/span><span class=\"p\">.<\/span><span class=\"nf\">open<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">file:\/\/path\/to\/local\/file.txt<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"sh\">'<\/span><span class=\"s\">w<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span> <span class=\"k\">as<\/span> <span class=\"n\">f<\/span><span class=\"p\">:<\/span>\n    <span class=\"n\">f<\/span><span class=\"p\">.<\/span><span class=\"nf\">write<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">Local file content<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n\n<span class=\"c1\"># S3 storage\n<\/span><span class=\"k\">with<\/span> <span class=\"n\">fsspec<\/span><span class=\"p\">.<\/span><span class=\"nf\">open<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">s3:\/\/bucket\/file.txt<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"sh\">'<\/span><span class=\"s\">rb<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span> <span class=\"k\">as<\/span> <span class=\"n\">f<\/span><span class=\"p\">:<\/span>\n    <span class=\"n\">content<\/span> <span class=\"o\">=<\/span> <span class=\"n\">f<\/span><span class=\"p\">.<\/span><span class=\"nf\">read<\/span><span class=\"p\">()<\/span>\n\n<span class=\"c1\"># HTTP filesystem\n<\/span><span class=\"k\">with<\/span> <span class=\"n\">fsspec<\/span><span class=\"p\">.<\/span><span class=\"nf\">open<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">https:\/\/example.com\/data.json<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span> <span class=\"k\">as<\/span> <span class=\"n\">f<\/span><span class=\"p\">:<\/span>\n    <span class=\"n\">data<\/span> <span class=\"o\">=<\/span> <span class=\"n\">f<\/span><span class=\"p\">.<\/span><span class=\"nf\">read<\/span><span class=\"p\">()<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>Pyfilesystem \u0639\u0645\u0644\u06cc\u0627\u062a \u0633\u06cc\u0633\u062a\u0645 \u0641\u0627\u06cc\u0644 \u0627\u0646\u062a\u0632\u0627\u0639\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"kn\">from<\/span> <span class=\"n\">fs<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">open_fs<\/span>\n\n<span class=\"c1\"># Create filesystem objects\n<\/span><span class=\"n\">local_fs<\/span> <span class=\"o\">=<\/span> <span class=\"nf\">open_fs<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">.<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n<span class=\"n\">memory_fs<\/span> <span class=\"o\">=<\/span> <span class=\"nf\">open_fs<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">mem:\/\/<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n\n<span class=\"c1\"># Copy between filesystems\n<\/span><span class=\"n\">fs<\/span><span class=\"p\">.<\/span><span class=\"n\">copy<\/span><span class=\"p\">.<\/span><span class=\"nf\">copy_file<\/span><span class=\"p\">(<\/span>\n    <span class=\"n\">local_fs<\/span><span class=\"p\">,<\/span> <span class=\"sh\">'<\/span><span class=\"s\">source.txt<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">memory_fs<\/span><span class=\"p\">,<\/span> <span class=\"sh\">'<\/span><span class=\"s\">destination.txt<\/span><span class=\"sh\">'<\/span>\n<span class=\"p\">)<\/span>\n\n<span class=\"c1\"># List directory contents\n<\/span><span class=\"k\">for<\/span> <span class=\"n\">path<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">local_fs<\/span><span class=\"p\">.<\/span><span class=\"n\">walk<\/span><span class=\"p\">.<\/span><span class=\"nf\">files<\/span><span class=\"p\">():<\/span>\n    <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">path<\/span><span class=\"p\">)<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u06cc\u06a9 \u0645\u062b\u0627\u0644 \u0639\u0645\u0644\u06cc \u0628\u0627 \u062a\u0631\u06a9\u06cc\u0628 \u0686\u0646\u062f\u06cc\u0646 \u062a\u06a9\u0646\u06cc\u06a9 \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0645\u06af\u0627\u0645 \u0633\u0627\u0632\u06cc \u0641\u0627\u06cc\u0644 \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"kn\">from<\/span> <span class=\"n\">pathlib<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Path<\/span>\n<span class=\"kn\">from<\/span> <span class=\"n\">watchdog.observers<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Observer<\/span>\n<span class=\"kn\">from<\/span> <span class=\"n\">watchdog.events<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">FileSystemEventHandler<\/span>\n<span class=\"kn\">import<\/span> <span class=\"n\">shutil<\/span>\n<span class=\"kn\">import<\/span> <span class=\"n\">time<\/span>\n<span class=\"kn\">import<\/span> <span class=\"n\">hashlib<\/span>\n\n<span class=\"k\">class<\/span> <span class=\"nc\">SyncHandler<\/span><span class=\"p\">(<\/span><span class=\"n\">FileSystemEventHandler<\/span><span class=\"p\">):<\/span>\n    <span class=\"k\">def<\/span> <span class=\"nf\">__init__<\/span><span class=\"p\">(<\/span><span class=\"n\">self<\/span><span class=\"p\">,<\/span> <span class=\"n\">source_dir<\/span><span class=\"p\">,<\/span> <span class=\"n\">backup_dir<\/span><span class=\"p\">):<\/span>\n        <span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">source_dir<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Path<\/span><span class=\"p\">(<\/span><span class=\"n\">source_dir<\/span><span class=\"p\">)<\/span>\n        <span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">backup_dir<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Path<\/span><span class=\"p\">(<\/span><span class=\"n\">backup_dir<\/span><span class=\"p\">)<\/span>\n\n    <span class=\"k\">def<\/span> <span class=\"nf\">get_file_hash<\/span><span class=\"p\">(<\/span><span class=\"n\">self<\/span><span class=\"p\">,<\/span> <span class=\"n\">path<\/span><span class=\"p\">):<\/span>\n        <span class=\"k\">with<\/span> <span class=\"nf\">open<\/span><span class=\"p\">(<\/span><span class=\"n\">path<\/span><span class=\"p\">,<\/span> <span class=\"sh\">'<\/span><span class=\"s\">rb<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span> <span class=\"k\">as<\/span> <span class=\"n\">f<\/span><span class=\"p\">:<\/span>\n            <span class=\"k\">return<\/span> <span class=\"n\">hashlib<\/span><span class=\"p\">.<\/span><span class=\"nf\">md5<\/span><span class=\"p\">(<\/span><span class=\"n\">f<\/span><span class=\"p\">.<\/span><span class=\"nf\">read<\/span><span class=\"p\">()).<\/span><span class=\"nf\">hexdigest<\/span><span class=\"p\">()<\/span>\n\n    <span class=\"k\">def<\/span> <span class=\"nf\">sync_file<\/span><span class=\"p\">(<\/span><span class=\"n\">self<\/span><span class=\"p\">,<\/span> <span class=\"n\">src_path<\/span><span class=\"p\">):<\/span>\n        <span class=\"n\">rel_path<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Path<\/span><span class=\"p\">(<\/span><span class=\"n\">src_path<\/span><span class=\"p\">).<\/span><span class=\"nf\">relative_to<\/span><span class=\"p\">(<\/span><span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">source_dir<\/span><span class=\"p\">)<\/span>\n        <span class=\"n\">dest_path<\/span> <span class=\"o\">=<\/span> <span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">backup_dir<\/span> <span class=\"o\">\/<\/span> <span class=\"n\">rel_path<\/span>\n\n        <span class=\"k\">if<\/span> <span class=\"ow\">not<\/span> <span class=\"n\">dest_path<\/span><span class=\"p\">.<\/span><span class=\"n\">parent<\/span><span class=\"p\">.<\/span><span class=\"nf\">exists<\/span><span class=\"p\">():<\/span>\n            <span class=\"n\">dest_path<\/span><span class=\"p\">.<\/span><span class=\"n\">parent<\/span><span class=\"p\">.<\/span><span class=\"nf\">mkdir<\/span><span class=\"p\">(<\/span><span class=\"n\">parents<\/span><span class=\"o\">=<\/span><span class=\"bp\">True<\/span><span class=\"p\">)<\/span>\n\n        <span class=\"k\">if<\/span> <span class=\"ow\">not<\/span> <span class=\"n\">dest_path<\/span><span class=\"p\">.<\/span><span class=\"nf\">exists<\/span><span class=\"p\">()<\/span> <span class=\"ow\">or<\/span> \\\n           <span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"nf\">get_file_hash<\/span><span class=\"p\">(<\/span><span class=\"n\">src_path<\/span><span class=\"p\">)<\/span> <span class=\"o\">!=<\/span> <span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"nf\">get_file_hash<\/span><span class=\"p\">(<\/span><span class=\"n\">dest_path<\/span><span class=\"p\">):<\/span>\n            <span class=\"n\">shutil<\/span><span class=\"p\">.<\/span><span class=\"nf\">copy2<\/span><span class=\"p\">(<\/span><span class=\"n\">src_path<\/span><span class=\"p\">,<\/span> <span class=\"n\">dest_path<\/span><span class=\"p\">)<\/span>\n            <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"sa\">f<\/span><span class=\"sh\">\"<\/span><span class=\"s\">Synced: <\/span><span class=\"si\">{<\/span><span class=\"n\">rel_path<\/span><span class=\"si\">}<\/span><span class=\"sh\">\"<\/span><span class=\"p\">)<\/span>\n\n    <span class=\"k\">def<\/span> <span class=\"nf\">on_modified<\/span><span class=\"p\">(<\/span><span class=\"n\">self<\/span><span class=\"p\">,<\/span> <span class=\"n\">event<\/span><span class=\"p\">):<\/span>\n        <span class=\"k\">if<\/span> <span class=\"ow\">not<\/span> <span class=\"n\">event<\/span><span class=\"p\">.<\/span><span class=\"n\">is_directory<\/span><span class=\"p\">:<\/span>\n            <span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"nf\">sync_file<\/span><span class=\"p\">(<\/span><span class=\"n\">event<\/span><span class=\"p\">.<\/span><span class=\"n\">src_path<\/span><span class=\"p\">)<\/span>\n\n<span class=\"k\">def<\/span> <span class=\"nf\">start_sync<\/span><span class=\"p\">(<\/span><span class=\"n\">source_dir<\/span><span class=\"p\">,<\/span> <span class=\"n\">backup_dir<\/span><span class=\"p\">):<\/span>\n    <span class=\"n\">handler<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">SyncHandler<\/span><span class=\"p\">(<\/span><span class=\"n\">source_dir<\/span><span class=\"p\">,<\/span> <span class=\"n\">backup_dir<\/span><span class=\"p\">)<\/span>\n    <span class=\"n\">observer<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Observer<\/span><span class=\"p\">()<\/span>\n    <span class=\"n\">observer<\/span><span class=\"p\">.<\/span><span class=\"nf\">schedule<\/span><span class=\"p\">(<\/span><span class=\"n\">handler<\/span><span class=\"p\">,<\/span> <span class=\"n\">source_dir<\/span><span class=\"p\">,<\/span> <span class=\"n\">recursive<\/span><span class=\"o\">=<\/span><span class=\"bp\">True<\/span><span class=\"p\">)<\/span>\n    <span class=\"n\">observer<\/span><span class=\"p\">.<\/span><span class=\"nf\">start<\/span><span class=\"p\">()<\/span>\n\n    <span class=\"k\">try<\/span><span class=\"p\">:<\/span>\n        <span class=\"k\">while<\/span> <span class=\"bp\">True<\/span><span class=\"p\">:<\/span>\n            <span class=\"n\">time<\/span><span class=\"p\">.<\/span><span class=\"nf\">sleep<\/span><span class=\"p\">(<\/span><span class=\"mi\">1<\/span><span class=\"p\">)<\/span>\n    <span class=\"k\">except<\/span> <span class=\"nb\">KeyboardInterrupt<\/span><span class=\"p\">:<\/span>\n        <span class=\"n\">observer<\/span><span class=\"p\">.<\/span><span class=\"nf\">stop<\/span><span class=\"p\">()<\/span>\n    <span class=\"n\">observer<\/span><span class=\"p\">.<\/span><span class=\"nf\">join<\/span><span class=\"p\">()<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0631\u0633\u06cc\u062f\u06af\u06cc \u0628\u0647 \u062e\u0637\u0627 \u062f\u0631 \u0639\u0645\u0644\u06cc\u0627\u062a \u067e\u0631\u0648\u0646\u062f\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u06cc\u06a9 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0642\u0648\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"kn\">from<\/span> <span class=\"n\">contextlib<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">contextmanager<\/span>\n<span class=\"kn\">import<\/span> <span class=\"n\">os<\/span>\n<span class=\"kn\">import<\/span> <span class=\"n\">errno<\/span>\n\n<span class=\"nd\">@contextmanager<\/span>\n<span class=\"k\">def<\/span> <span class=\"nf\">safe_file_operation<\/span><span class=\"p\">(<\/span><span class=\"n\">path<\/span><span class=\"p\">):<\/span>\n    <span class=\"n\">temp_path<\/span> <span class=\"o\">=<\/span> <span class=\"n\">path<\/span> <span class=\"o\">+<\/span> <span class=\"sh\">'<\/span><span class=\"s\">.tmp<\/span><span class=\"sh\">'<\/span>\n    <span class=\"k\">try<\/span><span class=\"p\">:<\/span>\n        <span class=\"k\">yield<\/span> <span class=\"n\">temp_path<\/span>\n        <span class=\"c1\"># Atomic operation on most systems\n<\/span>        <span class=\"n\">os<\/span><span class=\"p\">.<\/span><span class=\"nf\">replace<\/span><span class=\"p\">(<\/span><span class=\"n\">temp_path<\/span><span class=\"p\">,<\/span> <span class=\"n\">path<\/span><span class=\"p\">)<\/span>\n    <span class=\"k\">except<\/span> <span class=\"nb\">Exception<\/span> <span class=\"k\">as<\/span> <span class=\"n\">e<\/span><span class=\"p\">:<\/span>\n        <span class=\"k\">if<\/span> <span class=\"n\">os<\/span><span class=\"p\">.<\/span><span class=\"n\">path<\/span><span class=\"p\">.<\/span><span class=\"nf\">exists<\/span><span class=\"p\">(<\/span><span class=\"n\">temp_path<\/span><span class=\"p\">):<\/span>\n            <span class=\"n\">os<\/span><span class=\"p\">.<\/span><span class=\"nf\">unlink<\/span><span class=\"p\">(<\/span><span class=\"n\">temp_path<\/span><span class=\"p\">)<\/span>\n        <span class=\"k\">if<\/span> <span class=\"nf\">isinstance<\/span><span class=\"p\">(<\/span><span class=\"n\">e<\/span><span class=\"p\">,<\/span> <span class=\"nb\">OSError<\/span><span class=\"p\">)<\/span> <span class=\"ow\">and<\/span> <span class=\"n\">e<\/span><span class=\"p\">.<\/span><span class=\"n\">errno<\/span> <span class=\"o\">==<\/span> <span class=\"n\">errno<\/span><span class=\"p\">.<\/span><span class=\"n\">ENOSPC<\/span><span class=\"p\">:<\/span>\n            <span class=\"k\">raise<\/span> <span class=\"nc\">RuntimeError<\/span><span class=\"p\">(<\/span><span class=\"sh\">\"<\/span><span class=\"s\">No space left on device<\/span><span class=\"sh\">\"<\/span><span class=\"p\">)<\/span>\n        <span class=\"k\">raise<\/span>\n\n<span class=\"k\">def<\/span> <span class=\"nf\">write_data_safely<\/span><span class=\"p\">(<\/span><span class=\"n\">path<\/span><span class=\"p\">,<\/span> <span class=\"n\">data<\/span><span class=\"p\">):<\/span>\n    <span class=\"k\">with<\/span> <span class=\"nf\">safe_file_operation<\/span><span class=\"p\">(<\/span><span class=\"n\">path<\/span><span class=\"p\">)<\/span> <span class=\"k\">as<\/span> <span class=\"n\">temp_path<\/span><span class=\"p\">:<\/span>\n        <span class=\"k\">with<\/span> <span class=\"nf\">open<\/span><span class=\"p\">(<\/span><span class=\"n\">temp_path<\/span><span class=\"p\">,<\/span> <span class=\"sh\">'<\/span><span class=\"s\">w<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span> <span class=\"k\">as<\/span> <span class=\"n\">f<\/span><span class=\"p\">:<\/span>\n            <span class=\"n\">f<\/span><span class=\"p\">.<\/span><span class=\"nf\">write<\/span><span class=\"p\">(<\/span><span class=\"n\">data<\/span><span class=\"p\">)<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u0645\u062a\u0642\u0627\u0637\u0639 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u062f\u0642\u06cc\u0642 \u062f\u0627\u0631\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"kn\">import<\/span> <span class=\"n\">os<\/span>\n<span class=\"kn\">import<\/span> <span class=\"n\">platform<\/span>\n\n<span class=\"k\">def<\/span> <span class=\"nf\">get_app_data_dir<\/span><span class=\"p\">():<\/span>\n    <span class=\"n\">system<\/span> <span class=\"o\">=<\/span> <span class=\"n\">platform<\/span><span class=\"p\">.<\/span><span class=\"nf\">system<\/span><span class=\"p\">().<\/span><span class=\"nf\">lower<\/span><span class=\"p\">()<\/span>\n    <span class=\"k\">if<\/span> <span class=\"n\">system<\/span> <span class=\"o\">==<\/span> <span class=\"sh\">'<\/span><span class=\"s\">windows<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span>\n        <span class=\"n\">base_dir<\/span> <span class=\"o\">=<\/span> <span class=\"n\">os<\/span><span class=\"p\">.<\/span><span class=\"n\">environ<\/span><span class=\"p\">.<\/span><span class=\"nf\">get<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">APPDATA<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n    <span class=\"k\">elif<\/span> <span class=\"n\">system<\/span> <span class=\"o\">==<\/span> <span class=\"sh\">'<\/span><span class=\"s\">darwin<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span>\n        <span class=\"n\">base_dir<\/span> <span class=\"o\">=<\/span> <span class=\"n\">os<\/span><span class=\"p\">.<\/span><span class=\"n\">path<\/span><span class=\"p\">.<\/span><span class=\"nf\">expanduser<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">~\/Library\/Application Support<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n    <span class=\"k\">else<\/span><span class=\"p\">:<\/span>\n        <span class=\"n\">base_dir<\/span> <span class=\"o\">=<\/span> <span class=\"n\">os<\/span><span class=\"p\">.<\/span><span class=\"n\">path<\/span><span class=\"p\">.<\/span><span class=\"nf\">expanduser<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">~\/.local\/share<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n\n    <span class=\"n\">app_dir<\/span> <span class=\"o\">=<\/span> <span class=\"n\">os<\/span><span class=\"p\">.<\/span><span class=\"n\">path<\/span><span class=\"p\">.<\/span><span class=\"nf\">join<\/span><span class=\"p\">(<\/span><span class=\"n\">base_dir<\/span><span class=\"p\">,<\/span> <span class=\"sh\">'<\/span><span class=\"s\">myapp<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n    <span class=\"n\">os<\/span><span class=\"p\">.<\/span><span class=\"nf\">makedirs<\/span><span class=\"p\">(<\/span><span class=\"n\">app_dir<\/span><span class=\"p\">,<\/span> <span class=\"n\">exist_ok<\/span><span class=\"o\">=<\/span><span class=\"bp\">True<\/span><span class=\"p\">)<\/span>\n    <span class=\"k\">return<\/span> <span class=\"n\">app_dir<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0627\u06cc\u0646 \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627 \u067e\u0627\u06cc\u0647 \u0648 \u0627\u0633\u0627\u0633 \u0639\u0645\u0644\u06a9\u0631\u062f \u0633\u06cc\u0633\u062a\u0645 \u0641\u0627\u06cc\u0644 \u0642\u0648\u06cc \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u062a\u0634\u06a9\u06cc\u0644 \u0645\u06cc \u062f\u0647\u0646\u062f. \u0646\u06a9\u062a\u0647 \u0627\u0635\u0644\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0627\u0628\u0632\u0627\u0631 \u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u0647\u0631 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0627\u0635 \u0636\u0645\u0646 \u062d\u0641\u0638 \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f \u06a9\u062f \u0627\u0633\u062a.<\/p>\n<p>\u0628\u0647 \u06cc\u0627\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u062e\u0637\u0627\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0637\u0631\u0632 \u0641\u062c\u06cc\u0639\u06cc \u0628\u0631\u0637\u0631\u0641 \u06a9\u0646\u06cc\u062f \u060c \u062f\u0631 \u0635\u0648\u0631\u062a \u0644\u0632\u0648\u0645 \u0627\u0632 \u0639\u0645\u0644\u06cc\u0627\u062a \u0627\u062a\u0645\u06cc \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0646\u06cc\u062f \u0648 \u0627\u0644\u0632\u0627\u0645\u0627\u062a \u062e\u0627\u0635 \u067e\u0644\u062a\u0641\u0631\u0645 \u0631\u0627 \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f. \u0622\u0632\u0645\u0627\u06cc\u0634 \u0645\u0646\u0638\u0645 \u062f\u0631 \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0628\u0647 \u062d\u0641\u0638 \u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u0648 \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0627\u0632 \u0637\u0631\u06cc\u0642 \u0627\u062c\u0631\u0627\u06cc \u062f\u0642\u06cc\u0642 \u0627\u06cc\u0646 \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627 \u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0645\u062f\u06cc\u0631\u06cc\u062a \u0641\u0627\u06cc\u0644 \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0647\u0645 \u06a9\u0627\u0631\u0622\u0645\u062f \u0628\u0627\u0634\u0646\u062f \u0648 \u0647\u0645 \u0642\u0627\u0628\u0644 \u062d\u0641\u0638 \u0647\u0633\u062a\u0646\u062f.<\/p>\n<hr\/>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%b3%db%8c%d8%b3%d8%aa%d9%85-%d9%81%d8%a7%db%8c%d9%84-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-10-%d8%b9%d9%85%d9%84%db%8c%d8%a7%d8%aa-%d8%b6%d8%b1%d9%88\/#101_%DA%A9%D8%AA%D8%A7%D8%A8\" >101 \u06a9\u062a\u0627\u0628<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%b3%db%8c%d8%b3%d8%aa%d9%85-%d9%81%d8%a7%db%8c%d9%84-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-10-%d8%b9%d9%85%d9%84%db%8c%d8%a7%d8%aa-%d8%b6%d8%b1%d9%88\/#%D8%AE%D9%84%D8%A7%D9%82%DB%8C%D8%AA_%D9%87%D8%A7%DB%8C_%D9%85%D8%A7\" >\u062e\u0644\u0627\u0642\u06cc\u062a \u0647\u0627\u06cc \u0645\u0627<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%b3%db%8c%d8%b3%d8%aa%d9%85-%d9%81%d8%a7%db%8c%d9%84-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-10-%d8%b9%d9%85%d9%84%db%8c%d8%a7%d8%aa-%d8%b6%d8%b1%d9%88\/#%D9%85%D8%A7_%D8%AF%D8%B1_%D9%85%D8%AA%D9%88%D8%B3%D8%B7_%E2%80%8B%E2%80%8B%D9%87%D8%B3%D8%AA%DB%8C%D9%85\" >\u0645\u0627 \u062f\u0631 \u0645\u062a\u0648\u0633\u0637 \u200b\u200b\u0647\u0633\u062a\u06cc\u0645<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"101_%DA%A9%D8%AA%D8%A7%D8%A8\"><\/span>\n<p>  101 \u06a9\u062a\u0627\u0628<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>101 \u06a9\u062a\u0627\u0628<\/strong> \u06cc\u06a9 \u0634\u0631\u06a9\u062a \u0627\u0646\u062a\u0634\u0627\u0631\u0627\u062a AI \u0645\u062d\u0648\u0631 \u0627\u0633\u062a \u06a9\u0647 \u062a\u0648\u0633\u0637 \u0646\u0648\u06cc\u0633\u0646\u062f\u0647 \u062a\u0623\u0633\u06cc\u0633 \u0634\u062f\u0647 \u0627\u0633\u062a <strong>\u0622\u0631\u0627\u0648 \u062c\u0648\u0634\u06cc<\/strong>\u0628\u0634\u0631 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0641\u0646\u0627\u0648\u0631\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u060c \u0645\u0627 \u0647\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u0627\u0646\u062a\u0634\u0627\u0631 \u062e\u0648\u062f \u0631\u0627 \u0641\u0648\u0642 \u0627\u0644\u0639\u0627\u062f\u0647 \u06a9\u0645 \u0646\u06af\u0647 \u0645\u06cc \u062f\u0627\u0631\u06cc\u0645 &#8211; \u0628\u0631\u062e\u06cc \u0627\u0632 \u06a9\u062a\u0627\u0628 \u0647\u0627 \u0628\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u06a9\u0645 \u0642\u06cc\u0645\u062a \u0647\u0633\u062a\u0646\u062f <strong>4 \u062f\u0644\u0627\u0631<\/strong>&#8211; \u0627\u06cc\u062c\u0627\u062f \u062f\u0627\u0646\u0634 \u0628\u0627 \u06a9\u06cc\u0641\u06cc\u062a \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0647\u0645\u0647.<\/p>\n<p>\u06a9\u062a\u0627\u0628 \u0645\u0627 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f <strong>\u06a9\u062f \u062a\u0645\u06cc\u0632 Golang<\/strong> \u062f\u0631 \u0622\u0645\u0627\u0632\u0648\u0646 \u0645\u0648\u062c\u0648\u062f \u0627\u0633\u062a. <\/p>\n<p>\u0628\u0631\u0627\u06cc \u0628\u0647 \u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0647\u0627 \u0648 \u0627\u062e\u0628\u0627\u0631 \u0647\u06cc\u062c\u0627\u0646 \u0627\u0646\u06af\u06cc\u0632 \u0628\u0627 \u0645\u0627 \u062f\u0631 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0627\u0634\u06cc\u062f. \u0647\u0646\u06af\u0627\u0645 \u062e\u0631\u06cc\u062f \u06a9\u062a\u0627\u0628 \u060c \u062c\u0633\u062a\u062c\u0648 \u06a9\u0646\u06cc\u062f <strong>\u0622\u0631\u0627\u0648 \u062c\u0648\u0634\u06cc<\/strong> \u0628\u0631\u0627\u06cc \u06cc\u0627\u0641\u062a\u0646 \u0628\u06cc\u0634\u062a\u0631 \u0639\u0646\u0627\u0648\u06cc\u0646 \u0645\u0627. \u0628\u0631\u0627\u06cc \u0644\u0630\u062a \u0628\u0631\u062f\u0646 \u0627\u0632 \u0644\u06cc\u0646\u06a9 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f <strong>\u062a\u062e\u0641\u06cc\u0641 \u0647\u0627\u06cc \u062e\u0627\u0635<\/strong>!<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AE%D9%84%D8%A7%D9%82%DB%8C%D8%AA_%D9%87%D8%A7%DB%8C_%D9%85%D8%A7\"><\/span>\n<p>  \u062e\u0644\u0627\u0642\u06cc\u062a \u0647\u0627\u06cc \u0645\u0627<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062d\u062a\u0645\u0627 \u062e\u0644\u0627\u0642\u06cc\u062a \u0647\u0627\u06cc \u0645\u0627 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f:<\/p>\n<p><strong>\u0633\u0631\u0645\u0627\u06cc\u0647 \u06af\u0630\u0627\u0631 \u0645\u0631\u06a9\u0632\u06cc<\/strong> | <strong>\u0633\u0631\u0645\u0627\u06cc\u0647 \u06af\u0630\u0627\u0631 \u0627\u0633\u067e\u0627\u0646\u06cc\u0627\u06cc\u06cc \u0645\u0631\u06a9\u0632\u06cc<\/strong> | <strong>\u0633\u0631\u0645\u0627\u06cc\u0647 \u06af\u0630\u0627\u0631 \u0622\u0644\u0645\u0627\u0646\u06cc \u0645\u0631\u06a9\u0632\u06cc<\/strong> | <strong>\u0632\u0646\u062f\u06af\u06cc \u0647\u0648\u0634\u0645\u0646\u062f<\/strong> | <strong>\u062f\u0648\u0631\u0647 \u0647\u0627 \u0648 \u067e\u0698\u0648\u0627\u06a9<\/strong> | <strong>\u0627\u0633\u0631\u0627\u0631 \u06af\u06cc\u062c \u06a9\u0646\u0646\u062f\u0647<\/strong> | <strong>\u0647\u0646\u062f\u0648\u062a\u0648\u0627<\/strong> | <strong>\u0646\u062e\u0628\u0647<\/strong> | <strong>\u0645\u062f\u0627\u0631\u0633 JS<\/strong><\/p>\n<hr\/>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%A7_%D8%AF%D8%B1_%D9%85%D8%AA%D9%88%D8%B3%D8%B7_%E2%80%8B%E2%80%8B%D9%87%D8%B3%D8%AA%DB%8C%D9%85\"><\/span>\n<p>  \u0645\u0627 \u062f\u0631 \u0645\u062a\u0648\u0633\u0637 \u200b\u200b\u0647\u0633\u062a\u06cc\u0645<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>\u0628\u06cc\u0646\u0634 \u0647\u0627\u06cc \u0641\u0646\u06cc Koala<\/strong> | <strong>Epochs &#038; Echoes World<\/strong> | <strong>\u0633\u0631\u0645\u0627\u06cc\u0647 \u06af\u0630\u0627\u0631 \u0631\u0633\u0627\u0646\u0647 \u0645\u0631\u06a9\u0632\u06cc<\/strong> | <strong>\u0631\u0645\u0632 \u0648 \u0631\u0627\u0632\u0647\u0627\u06cc \u06af\u06cc\u062c \u06a9\u0646\u0646\u062f\u0647 \u0645\u062a\u0648\u0633\u0637<\/strong> | <strong>\u0639\u0644\u0648\u0645 \u0648 \u062f\u0648\u0631\u0647 \u0647\u0627\u06cc \u0645\u062a\u0648\u0633\u0637<\/strong> | <strong>\u0647\u0646\u062f\u0648\u062a\u0648\u0627 \u0645\u062f\u0631\u0646<\/strong><\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0645\u0646 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0646\u0648\u06cc\u0633\u0646\u062f\u0647 \u067e\u0631\u0641\u0631\u0648\u0634 \u060c \u0634\u0645\u0627 \u0631\u0627 \u062f\u0639\u0648\u062a \u0645\u06cc 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&hellip;<\/p>\n","protected":false},"author":2,"featured_media":97447,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/media2.dev.to\/dynamic\/image\/width=1000,height=500,fit=cover,gravity=auto,format=auto\/https%3A%2F%2Fjsschools.com%2Fimages%2Faf30e84f-6028-4aa4-a36d-07cb12fbd7aa.webp","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-97446","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dev"],"_links":{"self":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/97446","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/comments?post=97446"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/97446\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/97447"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=97446"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=97446"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=97446"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}