{"id":16692,"date":"2024-01-29T23:58:16","date_gmt":"2024-01-29T20:28:16","guid":{"rendered":"https:\/\/rasanegar.com\/blog\/%d9%be%d8%b1%d8%af%d8%a7%d8%b2%d8%b4-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/"},"modified":"2024-01-29T23:58:16","modified_gmt":"2024-01-29T20:28:16","slug":"%d9%be%d8%b1%d8%af%d8%a7%d8%b2%d8%b4-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86","status":"publish","type":"post","link":"https:\/\/rasanegaar.com\/blog\/%d9%be%d8%b1%d8%af%d8%a7%d8%b2%d8%b4-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/","title":{"rendered":"\u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0648\u0627\u0632\u06cc \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0633\u0631\u0641\u0635\u0644\u0647\u0627\u06cc \u0645\u0637\u0644\u0628<\/p>\n<\/div><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:\/\/rasanegaar.com\/blog\/%d9%be%d8%b1%d8%af%d8%a7%d8%b2%d8%b4-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d9%85%d8%b9%d8%b1%d9%81%db%8c\" >\u0645\u0639\u0631\u0641\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%be%d8%b1%d8%af%d8%a7%d8%b2%d8%b4-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d8%b3%d8%a7%d8%ae%d8%aa%d8%a7%d8%b1_%da%a9%d8%af_%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87_%d9%88_%d8%af%d8%a7%d8%af%d9%87_%d9%87%d8%a7\" >\u0633\u0627\u062e\u062a\u0627\u0631 \u06a9\u062f \u0628\u0631\u0646\u0627\u0645\u0647 \u0648 \u062f\u0627\u062f\u0647 \u0647\u0627<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%be%d8%b1%d8%af%d8%a7%d8%b2%d8%b4-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d8%a7%d8%ac%d8%b1%d8%a7%db%8c_%db%8c%da%a9_%d8%aa%d8%a7%d8%a8%d8%b9_%d8%a8%d9%87_%d8%b5%d9%88%d8%b1%d8%aa_%d9%85%d9%88%d8%a7%d8%b2%db%8c_%d8%a8%d8%a7_%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\" >\u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u0648\u0627\u0632\u06cc \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%be%d8%b1%d8%af%d8%a7%d8%b2%d8%b4-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d8%a7%d8%ac%d8%b1%d8%a7%db%8c_%da%86%d9%86%d8%af%db%8c%d9%86_%d8%aa%d8%a7%d8%a8%d8%b9_%d8%a8%d8%a7_%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87_%d8%a7%d8%b2_%d8%b5%d9%81\" >\u0627\u062c\u0631\u0627\u06cc \u0686\u0646\u062f\u06cc\u0646 \u062a\u0627\u0628\u0639 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0635\u0641<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%be%d8%b1%d8%af%d8%a7%d8%b2%d8%b4-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d8%a8%d8%a7_%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87_%d8%a7%d8%b2_%d8%b1%d9%88%d8%b4_ossystem\" >\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0631\u0648\u0634 os.system()<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%be%d8%b1%d8%af%d8%a7%d8%b2%d8%b4-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d8%a8%d8%a7_%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87_%d8%a7%d8%b2_%d9%85%d8%a7%da%98%d9%88%d9%84_%d8%b2%db%8c%d8%b1_%d9%81%d8%b1%d8%a2%db%8c%d9%86%d8%af\" >\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0627\u0698\u0648\u0644 \u0632\u06cc\u0631 \u0641\u0631\u0622\u06cc\u0646\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%be%d8%b1%d8%af%d8%a7%d8%b2%d8%b4-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d9%86%d8%aa%db%8c%d8%ac%d9%87\" >\u0646\u062a\u06cc\u062c\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%be%d8%b1%d8%af%d8%a7%d8%b2%d8%b4-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d8%b3%d9%be%d8%a7%d8%b3%da%af%d8%b2%d8%a7%d8%b1%db%8c%d9%87%d8%a7\" >\u0633\u067e\u0627\u0633\u06af\u0632\u0627\u0631\u06cc\u0647\u0627<\/a><\/li><\/ul><\/nav><\/div>\n<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">\u0632\u0645\u0627\u0646 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647: <\/span> <span class=\"rt-time\"> 11<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span><p> <br \/>\n<\/p>\n<div><noscript><\/noscript><\/p>\n<h2 id=\"introduction\"><span class=\"ez-toc-section\" id=\"%d9%85%d8%b9%d8%b1%d9%81%db%8c\"><\/span>\u0645\u0639\u0631\u0641\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0648\u0642\u062a\u06cc \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u0627 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 \u0634\u0645\u0627 \u062f\u0631 &#8220;\u062d\u0628\u0627\u0628&#8221; \u062e\u0648\u062f \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u06a9\u0627\u0645\u0644\u0627\u064b \u062c\u062f\u0627 \u0627\u0632 \u0633\u0627\u06cc\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0647\u0645\u0632\u0645\u0627\u0646 \u0641\u0639\u0627\u0644 \u0647\u0633\u062a\u0646\u062f.  \u0627\u06cc\u0646 &#8220;\u062d\u0628\u0627\u0628&#8221; a \u0646\u0627\u0645\u06cc\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/en.wikipedia.org\/wiki\/Process_(computing)\">process<\/a>\u0648 \u0634\u0627\u0645\u0644 \u0647\u0645\u0647 \u0686\u06cc\u0632\u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0627\u06cc\u0646 \u062a\u0645\u0627\u0633 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u06cc\u0627\u0632 \u0627\u0633\u062a.<\/p>\n<p>\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0627\u06cc\u0646 \u0628\u0647 \u0627\u0635\u0637\u0644\u0627\u062d process \u0645\u062d\u06cc\u0637 \u0634\u0627\u0645\u0644 <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/en.wikipedia.org\/wiki\/Page_(computer_memory)\">\u0635\u0641\u062d\u0627\u062a \u062d\u0627\u0641\u0638\u0647<\/a> \u0631\u0627 process \u062f\u0631 \u062d\u0627\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0633\u062a\u060c \u0641\u0627\u06cc\u0644 \u0627\u06cc\u0646 \u0631\u0627 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u06cc \u06a9\u0646\u062f process \u062d\u0642\u0648\u0642 \u062f\u0633\u062a\u0631\u0633\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0648 \u06af\u0631\u0648\u0647 \u0648 \u06a9\u0644 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u062e\u0637 \u0641\u0631\u0645\u0627\u0646 \u0622\u0646\u060c \u0627\u0632 \u062c\u0645\u0644\u0647 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0631\u0627 \u0628\u0627\u0632 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u0627\u06cc\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062f\u0631 process \u0633\u06cc\u0633\u062a\u0645 \u0641\u0627\u06cc\u0644 \u0633\u06cc\u0633\u062a\u0645 \u06cc\u0648\u0646\u06cc\u06a9\u0633\/\u0644\u06cc\u0646\u0648\u06a9\u0633 \u0634\u0645\u0627 \u06a9\u0647 \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0641\u0627\u06cc\u0644 \u0645\u062c\u0627\u0632\u06cc \u0627\u0633\u062a \u0648 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0622\u0646 \u0642\u0627\u0628\u0644 \u062f\u0633\u062a\u0631\u0633\u06cc \u0627\u0633\u062a <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/github.com\/torvalds\/linux\/blob\/master\/Documentation\/filesystems\/proc.rst\">\/proc<\/a> \u0641\u0647\u0631\u0633\u062a \u0631\u0627\u0647\u0646\u0645\u0627.  \u0645\u062f\u062e\u0644 \u0647\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0645\u0631\u062a\u0628 \u0634\u062f\u0647 \u0627\u0646\u062f process \u0634\u0646\u0627\u0633\u0647\u060c \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0647\u0631 \u06a9\u062f\u0627\u0645 \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f \u0627\u0633\u062a process. <em>\u0645\u062b\u0627\u0644 1<\/em> \u0627\u06cc\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u0627\u0646\u062a\u062e\u0627\u0628 \u062f\u0644\u062e\u0648\u0627\u0647 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f process \u06a9\u0647 \u062f\u0627\u0631\u062f process \u0634\u0646\u0627\u0633\u0647 \u0634\u0645\u0627\u0631\u0647 177.<\/p>\n<p><em>\u0645\u062b\u0627\u0644 1: \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u06a9\u0647 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0627\u0644\u0641 \u0627\u0633\u062a process<\/em><\/p>\n<pre><code class=\"hljs\">root@system:\/proc\/177\nattr         cpuset   limits      net            projid_map   statm\nautogroup    cwd      loginuid    ns             root         status\nauxv         environ  map_files   numa_maps      <span class=\"hljs-built_in\">sched<\/span>        syscall\ncgroup       exe      maps        oom_adj        sessionid    task\nclear_refs   fd       mem         oom_score      setgroups    timers\ncmdline      fdinfo   mountinfo   oom_score_adj  smaps        uid_map\ncomm         gid_map  mounts      pagemap        stack        wchan\ncoredump_filter       io          mountstats     personality  <span class=\"hljs-built_in\">stat<\/span>\n<\/code><\/pre>\n<h2 id=\"structuringprogramcodeanddata\"><span class=\"ez-toc-section\" id=\"%d8%b3%d8%a7%d8%ae%d8%aa%d8%a7%d8%b1_%da%a9%d8%af_%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87_%d9%88_%d8%af%d8%a7%d8%af%d9%87_%d9%87%d8%a7\"><\/span>\u0633\u0627\u062e\u062a\u0627\u0631 \u06a9\u062f \u0628\u0631\u0646\u0627\u0645\u0647 \u0648 \u062f\u0627\u062f\u0647 \u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0647\u0631\u0686\u0647 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u062a\u0631 \u0634\u0648\u062f\u060c \u062a\u0642\u0633\u06cc\u0645 \u0622\u0646 \u0628\u0647 \u0642\u0637\u0639\u0627\u062a \u06a9\u0648\u0686\u06a9\u200c\u062a\u0631 \u0622\u0633\u0627\u0646\u200c\u062a\u0631 \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u0641\u0642\u0637 \u0628\u0647 \u06a9\u062f \u0645\u0646\u0628\u0639 \u0627\u0634\u0627\u0631\u0647 \u0646\u0645\u06cc \u06a9\u0646\u062f\u060c \u0628\u0644\u06a9\u0647 \u0628\u0647 \u06a9\u062f\u06cc \u06a9\u0647 \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f \u0646\u06cc\u0632 \u0627\u0634\u0627\u0631\u0647 \u062f\u0627\u0631\u062f \u0631\u0648\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0634\u0645\u0627  \u06cc\u06a9 \u0631\u0627\u0647 \u062d\u0644 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0632\u06cc\u0631 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627 \u062f\u0631 \u062a\u0631\u06a9\u06cc\u0628 \u0628\u0627 \u0627\u062c\u0631\u0627\u06cc \u0645\u0648\u0627\u0632\u06cc \u0627\u0633\u062a.  \u0627\u0641\u06a9\u0627\u0631\u06cc \u06a9\u0647 \u067e\u0634\u062a \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n<ul>\n<li>\u06cc\u06a9 \u0645\u062c\u0631\u062f process \u06cc\u06a9 \u0642\u0637\u0639\u0647 \u06a9\u062f \u0631\u0627 \u067e\u0648\u0634\u0634 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0637\u0648\u0631 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\u0645\u0648\u0627\u0632\u06cc \u0633\u0627\u0632\u06cc \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0631\u062e \u062f\u0647\u062f\u061f<\/li>\n<\/ul>\n<p>\u06cc\u06a9 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u062d\u062a\u0645\u0627\u0644\u06cc \u06cc\u06a9 \u0645\u0648\u0631\u062f \u0627\u0635\u0644\u06cc \u0627\u0633\u062a process\u0648 \u062f\u06cc\u0645\u0648\u0646\u06cc \u06a9\u0647 \u062f\u0631 \u067e\u0633\u200c\u0632\u0645\u06cc\u0646\u0647 \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f (master\/slave) \u06a9\u0647 \u0645\u0646\u062a\u0638\u0631 \u0641\u0639\u0627\u0644 \u0634\u062f\u0646 \u0627\u0633\u062a.  \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0627\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u06cc\u06a9 \u0627\u0635\u0644\u06cc \u0628\u0627\u0634\u062f process \u06a9\u0647 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u06a9\u0627\u0631\u06af\u0631\u06cc \u0631\u0627 \u0634\u0631\u0648\u0639 \u0645\u06cc \u06a9\u0646\u062f \u0631\u0648\u06cc \u062a\u0642\u0627\u0636\u0627  \u062f\u0631 \u0639\u0645\u0644\u060c \u0627\u0635\u0644\u06cc process \u062a\u063a\u0630\u06cc\u0647 \u06a9\u0646\u0646\u062f\u0647 \u0627\u0633\u062a process \u06a9\u0647 \u062f\u0648 \u06cc\u0627 \u0686\u0646\u062f \u0639\u0627\u0645\u0644 \u0631\u0627 \u06a9\u0646\u062a\u0631\u0644 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0628\u062e\u0634 \u0647\u0627\u06cc\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062a\u063a\u0630\u06cc\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f \u0648 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u0646\u062f \u0631\u0648\u06cc \u0628\u062e\u0634 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647<\/p>\n<p>\u0628\u0647 \u062e\u0627\u0637\u0631 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u0645\u0648\u0627\u0632\u06cc \u0633\u0627\u0632\u06cc \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0633\u0631\u0628\u0627\u0631 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u0641\u0631\u0639\u06cc \u06a9\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644 \u0634\u0645\u0627 \u0628\u0647 \u0622\u0646 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f\u060c \u0647\u0645 \u067e\u0631\u0647\u0632\u06cc\u0646\u0647 \u0648 \u0647\u0645 \u0632\u0645\u0627\u0646 \u0628\u0631 \u0627\u0633\u062a.  \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u0627\u062c\u0631\u0627\u06cc \u062f\u0648 \u06cc\u0627 \u0686\u0646\u062f \u06a9\u0627\u0631 \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0637\u06cc\u060c \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u0648\u0627\u0632\u06cc \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u06cc\u0646 25 \u062a\u0627 30 \u062f\u0631\u0635\u062f \u062f\u0631 \u0632\u0645\u0627\u0646 \u0647\u0631 \u0641\u0631\u0639\u06cc \u0635\u0631\u0641\u0647 \u062c\u0648\u06cc\u06cc \u06a9\u0646\u06cc\u062f. \u0631\u0648\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0645\u0627  \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u062f\u0648 \u06a9\u0627\u0631 \u06a9\u0647 \u0647\u0631 \u06a9\u062f\u0627\u0645 5 \u062b\u0627\u0646\u06cc\u0647 \u0632\u0645\u0627\u0646 \u0645\u06cc \u0628\u0631\u0646\u062f\u060c \u0627\u06af\u0631 \u0628\u0647 \u0635\u0648\u0631\u062a \u0633\u0631\u06cc \u0627\u062c\u0631\u0627 \u0634\u0648\u0646\u062f\u060c \u062f\u0631 \u0645\u062c\u0645\u0648\u0639 \u0628\u0647 10 \u062b\u0627\u0646\u06cc\u0647 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0646\u062f \u0648 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062d\u062f\u0648\u062f 8 \u062b\u0627\u0646\u06cc\u0647 \u0632\u0645\u0627\u0646 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0646\u062f. \u0631\u0648\u06cc \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0631\u0648\u06cc \u06cc\u06a9 \u0645\u0627\u0634\u06cc\u0646 \u0686\u0646\u062f \u0647\u0633\u062a\u0647 \u0627\u06cc \u062f\u0631 \u0635\u0648\u0631\u062a \u0645\u0648\u0627\u0632\u06cc \u0634\u062f\u0646.  \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a 3 \u062b\u0627\u0646\u06cc\u0647 \u0627\u0632 \u0622\u0646 8 \u062b\u0627\u0646\u06cc\u0647 \u062f\u0631 \u0633\u0631\u0628\u0627\u0631 \u06af\u0645 \u0634\u0648\u062f \u0648 \u0628\u0647\u0628\u0648\u062f \u0633\u0631\u0639\u062a \u0634\u0645\u0627 \u0631\u0627 \u0645\u062d\u062f\u0648\u062f \u06a9\u0646\u062f.<\/p>\n<h2 id=\"runningafunctioninparallelwithpython\"><span class=\"ez-toc-section\" id=\"%d8%a7%d8%ac%d8%b1%d8%a7%db%8c_%db%8c%da%a9_%d8%aa%d8%a7%d8%a8%d8%b9_%d8%a8%d9%87_%d8%b5%d9%88%d8%b1%d8%aa_%d9%85%d9%88%d8%a7%d8%b2%db%8c_%d8%a8%d8%a7_%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\"><\/span>\u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u0648\u0627\u0632\u06cc \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u067e\u0627\u06cc\u062a\u0648\u0646 \u0686\u0647\u0627\u0631 \u0631\u0627\u0647 \u0645\u0645\u06a9\u0646 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0622\u0646 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.  \u0627\u0628\u062a\u062f\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062a\u0648\u0627\u0628\u0639 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u0648\u0627\u0632\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/docs.python.org\/3\/library\/multiprocessing.html\">\u0686\u0646\u062f \u067e\u0631\u062f\u0627\u0632\u0634\u06cc<\/a> \u0645\u062f\u0648\u0644.  \u062f\u0648\u0645\u060c \u06cc\u06a9 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0628\u0631\u0627\u06cc \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u060c \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u0647\u0633\u062a\u0646\u062f.  \u0627\u0632 \u0646\u0638\u0631 \u0641\u0646\u06cc\u060c \u0627\u06cc\u0646\u0647\u0627 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u0633\u0628\u06a9 \u0648\u0632\u0646 \u0647\u0633\u062a\u0646\u062f \u0648 \u062e\u0627\u0631\u062c \u0627\u0632 \u0645\u062d\u062f\u0648\u062f\u0647 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0647\u0633\u062a\u0646\u062f.  \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647 \u0628\u06cc\u0634\u062a\u0631 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0646\u06af\u0627\u0647\u06cc \u0628\u06cc\u0646\u062f\u0627\u0632\u06cc\u062f <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/docs.python.org\/3\/library\/threading.html\">\u0645\u0627\u0698\u0648\u0644 threading<\/a>.  \u0633\u0648\u0645\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u062e\u0627\u0631\u062c\u06cc \u062a\u0645\u0627\u0633 \u0628\u06af\u06cc\u0631\u06cc\u062f <code>system()<\/code> \u0631\u0648\u0634 \u0627\u0632 <code>os<\/code> \u0645\u0627\u0698\u0648\u0644\u060c \u06cc\u0627 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 <code>subprocess<\/code> \u0645\u0627\u0698\u0648\u0644\u060c \u0648 \u0633\u067e\u0633 \u0646\u062a\u0627\u06cc\u062c \u0631\u0627 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0631\u0627 <code>multiprocessing<\/code> \u0645\u0627\u0698\u0648\u0644 \u0645\u062c\u0645\u0648\u0639\u0647 \u062e\u0648\u0628\u06cc \u0627\u0632 \u0631\u0648\u0634 \u0647\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u0648\u0627\u0632\u06cc \u0627\u062c\u0631\u0627\u06cc \u0631\u0648\u062a\u06cc\u0646 \u0647\u0627 \u067e\u0648\u0634\u0634 \u0645\u06cc \u062f\u0647\u062f.  \u0627\u06cc\u0646 \u0634\u0627\u0645\u0644 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u060c \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u0639\u0648\u0627\u0645\u0644\u060c \u0635\u0641\u200c\u0647\u0627 \u0648 \u0644\u0648\u0644\u0647\u200c\u0647\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n<p><em>\u0644\u06cc\u0633\u062a 1<\/em> \u0628\u0627 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u067e\u0646\u062c \u0639\u0627\u0645\u0644 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 process \u06cc\u06a9 \u062a\u06a9\u0647 \u0627\u0632 \u0633\u0647 \u0645\u0642\u062f\u0627\u0631 \u0628\u0647 \u0637\u0648\u0631 \u0647\u0645\u0632\u0645\u0627\u0646.  \u0645\u0642\u0627\u062f\u06cc\u0631 \u0628\u0631\u0627\u06cc \u062a\u0639\u062f\u0627\u062f \u0639\u0648\u0627\u0645\u0644\u060c \u0648 \u0628\u0631\u0627\u06cc <code>chunksize<\/code> \u062e\u0648\u062f\u0633\u0631\u0627\u0646\u0647 \u0628\u0631\u0627\u06cc \u0627\u0647\u062f\u0627\u0641 \u0646\u0645\u0627\u06cc\u0634\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc \u0634\u0648\u0646\u062f.  \u0627\u06cc\u0646 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u062a\u0639\u062f\u0627\u062f \u0647\u0633\u062a\u0647 \u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0646\u062f\u0647 \u062e\u0648\u062f \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0631\u0648\u0634 <code>Pool.map()<\/code> \u0628\u0647 \u0633\u0647 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f &#8211; \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u0628\u0627\u06cc\u062f \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0634\u0648\u062f \u0631\u0648\u06cc \u0647\u0631 \u0639\u0646\u0635\u0631 \u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u060c \u062e\u0648\u062f \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u060c \u0648 <code>chunksize<\/code>.  \u06a9\u0647 \u062f\u0631 <em>\u0644\u06cc\u0633\u062a 1<\/em> \u0645\u0627 \u0627\u0632 \u062a\u0627\u0628\u0639\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0646\u0627\u0645 \u062f\u0627\u0631\u062f <code>square<\/code> \u0648 \u0645\u0631\u0628\u0639 \u0645\u0642\u062f\u0627\u0631 \u0635\u062d\u06cc\u062d \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc \u06a9\u0646\u062f.  \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c <code>chunksize<\/code> \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u062d\u0630\u0641 \u06a9\u0631\u062f.  \u062f\u0631 \u0635\u0648\u0631\u062a \u0639\u062f\u0645 \u062a\u0646\u0638\u06cc\u0645 \u0635\u0631\u06cc\u062d \u067e\u06cc\u0634 \u0641\u0631\u0636 <code>chunksize<\/code> 1 \u0627\u0633\u062a.<\/p>\n<p>\u0644\u0637\u0641\u0627 \u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u062f\u0633\u062a\u0648\u0631 \u0627\u062c\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc\u0646\u062f\u06af\u0627\u0646 \u062a\u0636\u0645\u06cc\u0646 \u0646\u0645\u06cc \u0634\u0648\u062f\u060c \u0627\u0645\u0627 \u0645\u062c\u0645\u0648\u0639\u0647 \u0646\u062a\u0627\u06cc\u062c \u0628\u0647 \u062a\u0631\u062a\u06cc\u0628 \u062f\u0631\u0633\u062a \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u0634\u0627\u0645\u0644 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0645\u0631\u0628\u0639 \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u062a\u0631\u062a\u06cc\u0628 \u0639\u0646\u0627\u0635\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0627\u0635\u0644\u06cc \u0627\u0633\u062a.<\/p>\n<p><em>\u0641\u0647\u0631\u0633\u062a 1: \u0627\u062c\u0631\u0627\u06cc \u062a\u0648\u0627\u0628\u0639 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u0648\u0627\u0632\u06cc<\/em><\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">from<\/span> multiprocessing <span class=\"hljs-keyword\">import<\/span> Pool\n\n<span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">square<\/span>(<span class=\"hljs-params\">x<\/span>):<\/span>\n    \n    <span class=\"hljs-keyword\">return<\/span> x*x\n\n<span class=\"hljs-keyword\">if<\/span> __name__ == <span class=\"hljs-string\">'__main__'<\/span>:\n\n    \n    dataset = (<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">6<\/span>, <span class=\"hljs-number\">7<\/span>, <span class=\"hljs-number\">8<\/span>, <span class=\"hljs-number\">9<\/span>, <span class=\"hljs-number\">10<\/span>, <span class=\"hljs-number\">11<\/span>, <span class=\"hljs-number\">12<\/span>, <span class=\"hljs-number\">13<\/span>, <span class=\"hljs-number\">14<\/span>)\n\n    \n    <span class=\"hljs-built_in\">print<\/span> (<span class=\"hljs-string\">'Dataset: '<\/span> + <span class=\"hljs-built_in\">str<\/span>(dataset))\n\n    \n    agents = <span class=\"hljs-number\">5<\/span>\n    chunksize = <span class=\"hljs-number\">3<\/span>\n    <span class=\"hljs-keyword\">with<\/span> Pool(processes=agents) <span class=\"hljs-keyword\">as<\/span> pool:\n        result = pool.<span class=\"hljs-built_in\">map<\/span>(square, dataset, chunksize)\n\n    \n    <span class=\"hljs-built_in\">print<\/span> (<span class=\"hljs-string\">'Result:  '<\/span> + <span class=\"hljs-built_in\">str<\/span>(result))\n<\/code><\/pre>\n<p>\u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u062f \u0628\u0627\u06cc\u062f \u062e\u0631\u0648\u062c\u06cc \u0632\u06cc\u0631 \u0631\u0627 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f:<\/p>\n<pre><code class=\"hljs\">$ python3 pool_multiprocessing.py \nDataset: (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14)\nResult:  (1, 4, 9, 16, 25, 36, 49, 64, 81, 100, 121, 144, 169, 196)\n<\/code><\/pre>\n<p><strong>\u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f<\/strong>: \u0645\u0627 \u0627\u0632 Python 3 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.<\/p>\n<h2 id=\"runningmultiplefunctionsusingaqueue\"><span class=\"ez-toc-section\" id=\"%d8%a7%d8%ac%d8%b1%d8%a7%db%8c_%da%86%d9%86%d8%af%db%8c%d9%86_%d8%aa%d8%a7%d8%a8%d8%b9_%d8%a8%d8%a7_%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87_%d8%a7%d8%b2_%d8%b5%d9%81\"><\/span>\u0627\u062c\u0631\u0627\u06cc \u0686\u0646\u062f\u06cc\u0646 \u062a\u0627\u0628\u0639 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0635\u0641<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0627\u062f\u0647\u060c \u0635\u0641 \u0628\u0633\u06cc\u0627\u0631 \u0645\u062a\u062f\u0627\u0648\u0644 \u0627\u0633\u062a \u0648 \u0628\u0647 \u0637\u0631\u0642 \u0645\u062e\u062a\u0644\u0641 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f.  \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0647\u0631 \u062f\u0648 \u0633\u0627\u0632\u0645\u0627\u0646\u062f\u0647\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/en.wikipedia.org\/wiki\/FIFO_(computing_and_electronics)\">\u0627\u0648\u0644\u06cc\u0646 \u0648\u0631\u0648\u062f\u06cc \u0627\u0648\u0644\u06cc\u0646 \u062e\u0631\u0648\u062c\u06cc<\/a> (FIFO) \u06cc\u0627 Last In First Out (LIFO)\/<a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/en.wikipedia.org\/wiki\/Stack_(abstract_data_type)\">\u067e\u0634\u062a\u0647<\/a>\u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0627 \u0648 \u0628\u062f\u0648\u0646 \u0627\u0648\u0644\u0648\u06cc\u062a (\u0635\u0641 \u0627\u0648\u0644\u0648\u06cc\u062a).  \u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0627\u062f\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 \u0628\u0627 \u062a\u0639\u062f\u0627\u062f \u0648\u0631\u0648\u062f\u06cc \u062b\u0627\u0628\u062a \u06cc\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0641\u0647\u0631\u0633\u062a\u06cc \u06a9\u0647 \u062a\u0639\u062f\u0627\u062f \u0645\u062a\u063a\u06cc\u0631\u06cc \u0627\u0632 \u0639\u0646\u0627\u0635\u0631 \u0645\u0646\u0641\u0631\u062f \u0631\u0627 \u062f\u0631 \u062e\u0648\u062f \u062c\u0627\u06cc \u062f\u0627\u062f\u0647 \u0627\u0633\u062a \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p>\u06a9\u0647 \u062f\u0631 <em>\u0644\u06cc\u0633\u062a \u0647\u0627\u06cc 2.1-2.7<\/em> \u0645\u0627 \u0627\u0632 \u06cc\u06a9 \u0635\u0641 FIFO \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645.  \u0627\u06cc\u0646 \u0628\u0647 \u0635\u0648\u0631\u062a \u0644\u06cc\u0633\u062a\u06cc \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0642\u0628\u0644\u0627\u064b \u062a\u0648\u0633\u0637 \u06a9\u0644\u0627\u0633 \u0645\u0631\u0628\u0648\u0637\u0647 \u0627\u0632 \u0622\u0646 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a <code>multiprocessing<\/code> \u0645\u062f\u0648\u0644.  \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c <code>time<\/code> \u0645\u0627\u0698\u0648\u0644 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0645\u06cc \u0634\u0648\u062f \u0648 \u0628\u0631\u0627\u06cc \u062a\u0642\u0644\u06cc\u062f \u0627\u0632 \u0628\u0627\u0631 \u06a9\u0627\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p><em>\u0641\u0647\u0631\u0633\u062a 2.1: \u0645\u0627\u0698\u0648\u0644 \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647<\/em><\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> multiprocessing\n<span class=\"hljs-keyword\">from<\/span> time <span class=\"hljs-keyword\">import<\/span> sleep\n<\/code><\/pre>\n<p>\u0633\u067e\u0633 \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u06a9\u0627\u0631\u06af\u0631 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u0634\u0648\u062f (<em>\u0644\u06cc\u0633\u062a 2.2<\/em>).  \u0627\u06cc\u0646 \u062a\u0627\u0628\u0639 \u062f\u0631 \u0648\u0627\u0642\u0639 \u0639\u0627\u0645\u0644 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0648 \u0628\u0647 \u0633\u0647 \u0622\u0631\u06af\u0648\u0645\u0627\u0646 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f.  \u0631\u0627 process \u0646\u0627\u0645 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u06a9\u062f\u0627\u0645 process \u0622\u0646 \u0627\u0633\u062a\u060c \u0648 \u0647\u0631 \u062f\u0648 <code>tasks<\/code> \u0648 <code>results<\/code> \u0628\u0647 \u0635\u0641 \u0645\u0631\u0628\u0648\u0637\u0647 \u0645\u0631\u0627\u062c\u0639\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u062f\u0631 \u062f\u0627\u062e\u0644 \u062a\u0627\u0628\u0639 \u06a9\u0627\u0631\u06af\u0631 \u06cc\u06a9 \u0646\u0627\u0645\u062a\u0646\u0627\u0647\u06cc \u0627\u0633\u062a <code>while<\/code> \u062d\u0644\u0642\u0647  \u0647\u0631 \u062f\u0648 <code>tasks<\/code> \u0648 <code>results<\/code> \u0635\u0641 \u0647\u0627\u06cc\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u0635\u0644\u06cc \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u0634\u0648\u0646\u062f. <code>tasks.get()<\/code> \u0648\u0638\u06cc\u0641\u0647 \u0641\u0639\u0644\u06cc \u0631\u0627 \u0627\u0632 \u0635\u0641 \u0648\u0638\u06cc\u0641\u0647 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f.  \u0645\u0642\u062f\u0627\u0631 \u06a9\u0627\u0631 \u06a9\u0648\u0686\u06a9\u062a\u0631 \u0627\u0632 0 \u0627\u0632 \u0622\u0646 \u062e\u0627\u0631\u062c \u0645\u06cc \u0634\u0648\u062f <code>while<\/code> \u062d\u0644\u0642\u0647\u060c \u0648 \u0645\u0642\u062f\u0627\u0631 -1 \u0631\u0627 \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f.  \u0647\u0631 \u0645\u0642\u062f\u0627\u0631 \u0648\u0638\u06cc\u0641\u0647 \u062f\u06cc\u06af\u0631\u06cc \u06cc\u06a9 \u0645\u062d\u0627\u0633\u0628\u0647 (\u0645\u0631\u0628\u0639) \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f \u0648 \u0627\u06cc\u0646 \u0645\u0642\u062f\u0627\u0631 \u0631\u0627 \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f.  \u0628\u0631\u06af\u0631\u062f\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0645\u0642\u062f\u0627\u0631 \u0628\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u0635\u0644\u06cc \u0628\u0647 \u0635\u0648\u0631\u062a \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0645\u06cc \u0634\u0648\u062f <code>results.put()<\/code>.  \u0627\u06cc\u0646 \u0645\u0642\u062f\u0627\u0631 \u0645\u062d\u0627\u0633\u0628\u0647 \u0634\u062f\u0647 \u0631\u0627 \u062f\u0631 \u0627\u0646\u062a\u0647\u0627\u06cc \u0645\u0642\u062f\u0627\u0631 \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc \u06a9\u0646\u062f <code>results<\/code> \u0635\u0641<\/p>\n<p><em>\u0641\u0647\u0631\u0633\u062a 2.2: \u062a\u0627\u0628\u0639 \u06a9\u0627\u0631\u06af\u0631<\/em><\/p>\n<pre><code class=\"hljs\">\n<span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">calculate<\/span>(<span class=\"hljs-params\">process_name, tasks, results<\/span>):<\/span>\n    <span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">'(%s) evaluation routine starts'<\/span> % process_name)\n\n    <span class=\"hljs-keyword\">while<\/span> <span class=\"hljs-literal\">True<\/span>:\n        new_value = tasks.get()\n        <span class=\"hljs-keyword\">if<\/span> new_value &lt; <span class=\"hljs-number\">0<\/span>:\n            <span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">'(%s) evaluation routine quits'<\/span> % process_name)\n\n            \n            results.put(-<span class=\"hljs-number\">1<\/span>)\n            <span class=\"hljs-keyword\">break<\/span>\n        <span class=\"hljs-keyword\">else<\/span>:\n            \n            compute = new_value * new_value\n            sleep(<span class=\"hljs-number\">0.02<\/span>*new_value)\n\n            \n            \n            <span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">'(%s) received value: %i'<\/span> % (process_name, new_value))\n            <span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">'(%s) calculated value: %i'<\/span> % (process_name, compute))\n\n            \n            results.put(compute)\n\n    <span class=\"hljs-keyword\">return<\/span>\n<\/code><\/pre>\n<p>\u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u06cc \u062d\u0644\u0642\u0647 \u0627\u0635\u0644\u06cc \u0627\u0633\u062a (\u0646\u06af\u0627\u0647 \u06a9\u0646\u06cc\u062f \u0628\u0647 <em>\u0644\u06cc\u0633\u062a 2.3<\/em>).  \u0627\u0648\u0644\u060c \u06cc\u06a9 \u0645\u062f\u06cc\u0631 \u0628\u0631\u0627\u06cc <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/en.wikipedia.org\/wiki\/Inter-process_communication\">\u0628\u06cc\u0646process \u0627\u0631\u062a\u0628\u0627\u0637<\/a> (IPC) \u062a\u0639\u0631\u06cc\u0641 \u0634\u062f\u0647 \u0627\u0633\u062a.  \u0628\u0639\u062f\u060c \u062f\u0648 \u0635\u0641 \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc \u0634\u0648\u062f &#8211; \u06cc\u06a9\u06cc \u06a9\u0647 \u0648\u0638\u0627\u06cc\u0641 \u0631\u0627 \u0646\u06af\u0647 \u0645\u06cc \u062f\u0627\u0631\u062f\u060c \u0648 \u062f\u06cc\u06af\u0631\u06cc \u0628\u0631\u0627\u06cc \u0646\u062a\u0627\u06cc\u062c.<\/p>\n<p><em>\u0644\u06cc\u0633\u062a 2.3: IPC \u0648 \u0635\u0641 \u0647\u0627<\/em><\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">if<\/span> __name__ == <span class=\"hljs-string\">\"__main__\"<\/span>:\n    \n    manager = multiprocessing.Manager()\n\n    \n    tasks = manager.Queue()\n    results = manager.Queue()\n<\/code><\/pre>\n<p>\u067e\u0633 \u0627\u0632 \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a\u060c a \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u06a9\u0646\u06cc\u0645 process \u0627\u0633\u062a\u062e\u0631 \u0628\u0627 \u0686\u0647\u0627\u0631 \u0641\u0631\u0622\u06cc\u0646\u062f \u06a9\u0627\u0631\u06af\u0631\u06cc (\u0639\u0627\u0645\u0644).  \u0645\u0627 \u0627\u0632 \u06a9\u0644\u0627\u0633 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 <code>multiprocessing.Pool()<\/code>\u060c \u0648 \u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u0627\u0632 \u0622\u0646 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f.  \u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u060c \u0645\u0627 \u06cc\u06a9 \u0644\u06cc\u0633\u062a \u062e\u0627\u0644\u06cc \u0627\u0632 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627 \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u06a9\u0646\u06cc\u0645 (\u0646\u06af\u0627\u0647 \u06a9\u0646\u06cc\u062f \u0628\u0647 <em>\u0644\u06cc\u0633\u062a 2.4<\/em>).<\/p>\n<p><em>\u0641\u0647\u0631\u0633\u062a 2.4: \u062a\u0639\u0631\u06cc\u0641 \u0627\u0644\u0641 process \u0627\u0633\u062a\u062e\u0631<\/em><\/p>\n<pre><code class=\"hljs\">\nnum_processes = <span class=\"hljs-number\">4<\/span>\npool = multiprocessing.Pool(processes=num_processes)\nprocesses = ()\n<\/code><\/pre>\n<p>\u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0632\u06cc\u0631\u060c \u0686\u0647\u0627\u0631 \u0641\u0631\u0622\u06cc\u0646\u062f \u06a9\u0627\u0631\u06af\u0631 (\u0639\u0627\u0645\u0644) \u0631\u0627 \u0622\u063a\u0627\u0632 \u0645\u06cc \u06a9\u0646\u06cc\u0645.  \u0628\u0631\u0627\u06cc \u0633\u0627\u062f\u06af\u06cc\u060c \u0622\u0646\u0647\u0627 \u0627\u0632 &#8220;P0&#8221; \u062a\u0627 &#8220;P3&#8221; \u0646\u0627\u0645\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 \u0627\u0646\u062f.  \u0627\u06cc\u062c\u0627\u062f \u0686\u0647\u0627\u0631 \u0641\u0631\u0622\u06cc\u0646\u062f \u06a9\u0627\u0631\u06af\u0631 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u0634\u0648\u062f <code>multiprocessing.Process()<\/code>.  \u0627\u06cc\u0646 \u0627\u0645\u0631 \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0647 \u062a\u0627\u0628\u0639 worker \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0648\u0638\u06cc\u0641\u0647 \u0648 \u0635\u0641 \u0646\u062a\u0627\u06cc\u062c \u0645\u062a\u0635\u0644 \u0645\u06cc \u06a9\u0646\u062f.  \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0645\u0642\u062f\u0627\u0631 \u062a\u0627\u0632\u0647 \u0627\u0648\u0644\u06cc\u0647 \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 process \u062f\u0631 \u0627\u0646\u062a\u0647\u0627\u06cc \u0644\u06cc\u0633\u062a \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u060c \u0648 \u062c\u062f\u06cc\u062f \u0631\u0627 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f process \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0646 <code>new_process.start()<\/code> (\u062f\u06cc\u062f\u0646 <em>\u0644\u06cc\u0633\u062a 2.5<\/em>).<\/p>\n<p><em>\u0641\u0647\u0631\u0633\u062a 2.5: \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u06a9\u0627\u0631\u06af\u0631 \u0631\u0627 \u0622\u0645\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f<\/em><\/p>\n<pre><code class=\"hljs\">\n<span class=\"hljs-keyword\">for<\/span> i <span class=\"hljs-keyword\">in<\/span> <span class=\"hljs-built_in\">range<\/span>(num_processes):\n\n    \n    process_name = <span class=\"hljs-string\">'P%i'<\/span> % i\n\n    \n    new_process = multiprocessing.Process(target=calculate, args=(process_name,tasks,results))\n\n    \n    processes.append(new_process)\n\n    \n    new_process.start()\n<\/code><\/pre>\n<p>\u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u06a9\u0627\u0631\u06af\u0631\u06cc \u0645\u0627 \u0645\u0646\u062a\u0638\u0631 \u06a9\u0627\u0631 \u0647\u0633\u062a\u0646\u062f.  \u0645\u0627 \u0644\u06cc\u0633\u062a\u06cc \u0627\u0632 \u0648\u0638\u0627\u06cc\u0641 \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u062f\u0644\u062e\u0648\u0627\u0647 \u0627\u0639\u062f\u0627\u062f \u0635\u062d\u06cc\u062d \u0627\u0646\u062a\u062e\u0627\u0628 \u0634\u062f\u0647 \u0627\u0646\u062f.  \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0628\u0647 \u0644\u06cc\u0633\u062a \u0648\u0638\u0627\u06cc\u0641 \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc \u0634\u0648\u062f <code>tasks.put()<\/code>.  \u0647\u0631 \u06a9\u0627\u0631\u06af\u0631 process \u0645\u0646\u062a\u0638\u0631 \u0648\u0638\u0627\u06cc\u0641 \u0645\u06cc \u0645\u0627\u0646\u062f \u0648 \u06a9\u0627\u0631 \u0645\u0648\u062c\u0648\u062f \u0628\u0639\u062f\u06cc \u0631\u0627 \u0627\u0632 \u0644\u06cc\u0633\u062a \u0648\u0638\u0627\u06cc\u0641 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc \u06a9\u0646\u062f.  \u0627\u06cc\u0646 \u062a\u0648\u0633\u0637 \u062e\u0648\u062f \u0635\u0641 \u0627\u062f\u0627\u0631\u0647 \u0645\u06cc \u0634\u0648\u062f (\u0646\u06af\u0627\u0647 \u06a9\u0646\u06cc\u062f \u0628\u0647 <em>\u0644\u06cc\u0633\u062a 2.6<\/em>).<\/p>\n<p><em>\u0644\u06cc\u0633\u062a 2.6: \u0635\u0641 \u06a9\u0627\u0631 \u0631\u0627 \u0622\u0645\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f<\/em><\/p>\n<pre><code class=\"hljs\">\ntask_list = (<span class=\"hljs-number\">43<\/span>, <span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">780<\/span>, <span class=\"hljs-number\">256<\/span>, <span class=\"hljs-number\">142<\/span>, <span class=\"hljs-number\">68<\/span>, <span class=\"hljs-number\">183<\/span>, <span class=\"hljs-number\">334<\/span>, <span class=\"hljs-number\">325<\/span>, <span class=\"hljs-number\">3<\/span>)\n<span class=\"hljs-keyword\">for<\/span> single_task <span class=\"hljs-keyword\">in<\/span> task_list:\n    tasks.put(single_task)\n\n\nsleep(<span class=\"hljs-number\">5<\/span>)\n<\/code><\/pre>\n<p>\u0628\u0639\u062f \u0627\u0632 \u0645\u062f\u062a\u06cc \u062f\u0648\u0633\u062a \u062f\u0627\u0631\u06cc\u0645 \u06a9\u0647 \u06a9\u0627\u0631\u06af\u0632\u0627\u0631\u0627\u0646 \u0645\u0627 \u06a9\u0627\u0631 \u0631\u0627 \u062a\u0645\u0627\u0645 \u06a9\u0646\u0646\u062f.  \u0647\u0631 \u06a9\u0627\u0631\u06af\u0631 process \u0648\u0627\u06a9\u0646\u0634 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0631\u0648\u06cc \u06cc\u06a9 \u06a9\u0627\u0631 \u0628\u0627 \u0645\u0642\u062f\u0627\u0631 -1.  \u0627\u06cc\u0646 \u0645\u0642\u062f\u0627\u0631 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0633\u06cc\u06af\u0646\u0627\u0644 \u067e\u0627\u06cc\u0627\u0646 \u062a\u0641\u0633\u06cc\u0631 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u067e\u0633 \u0627\u0632 \u0622\u0646 \u0645\u06cc \u0645\u06cc\u0631\u062f.  \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u062a\u0639\u062f\u0627\u062f -1 \u062f\u0631 \u0635\u0641 \u0648\u0638\u0627\u06cc\u0641 \u0628\u0647 \u062a\u0639\u062f\u0627\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u062d\u0627\u0644 \u0627\u062c\u0631\u0627 \u0647\u0633\u062a\u06cc\u0645 \u0642\u0631\u0627\u0631 \u0645\u06cc \u062f\u0647\u06cc\u0645.  \u0642\u0628\u0644 \u0627\u0632 \u0645\u0631\u06af\u060c \u0627\u0644\u0641 process \u06a9\u0647 \u0628\u0647 \u067e\u0627\u06cc\u0627\u0646 \u0645\u06cc \u0631\u0633\u062f \u06cc\u06a9 -1 \u0631\u0627 \u062f\u0631 \u0635\u0641 \u0646\u062a\u0627\u06cc\u062c \u0642\u0631\u0627\u0631 \u0645\u06cc \u062f\u0647\u062f.  \u0627\u06cc\u0646 \u0628\u0647 \u0645\u0639\u0646\u0627\u06cc \u06cc\u06a9 \u0633\u06cc\u06af\u0646\u0627\u0644 \u062a\u0627\u06cc\u06cc\u062f \u0628\u0647 \u062d\u0644\u0642\u0647 \u0627\u0635\u0644\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0639\u0627\u0645\u0644 \u062f\u0631 \u062d\u0627\u0644 \u062e\u0627\u062a\u0645\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u062f\u0631 \u062d\u0644\u0642\u0647 \u0627\u0635\u0644\u06cc \u0627\u0632 \u0622\u0646 \u0635\u0641 \u0645\u06cc \u062e\u0648\u0627\u0646\u06cc\u0645 \u0648 \u0639\u062f\u062f -1 \u0631\u0627 \u0645\u06cc \u0634\u0645\u0627\u0631\u06cc\u0645.  \u062d\u0644\u0642\u0647 \u0627\u0635\u0644\u06cc \u0628\u0647 \u0645\u062d\u0636 \u0627\u06cc\u0646\u06a9\u0647 \u0628\u0647 \u062a\u0639\u062f\u0627\u062f \u067e\u0631\u0648\u0633\u0647 \u0647\u0627\u06cc \u062a\u0627\u06cc\u06cc\u062f \u062e\u0627\u062a\u0645\u0647 \u0634\u0645\u0627\u0631\u0634 \u06a9\u0631\u062f\u06cc\u0645\u060c \u0627\u0632 \u0628\u06cc\u0646 \u0645\u06cc \u0631\u0648\u062f.  \u062f\u0631 \u063a\u06cc\u0631 \u0627\u06cc\u0646 \u0635\u0648\u0631\u062a\u060c \u0646\u062a\u06cc\u062c\u0647 \u0645\u062d\u0627\u0633\u0628\u0647 \u0631\u0627 \u0627\u0632 \u0635\u0641 \u062e\u0631\u0648\u062c\u06cc \u0645\u06cc \u06af\u06cc\u0631\u06cc\u0645.<\/p>\n<p><em>\u0641\u0647\u0631\u0633\u062a 2.7: \u062e\u0627\u062a\u0645\u0647 \u0648 \u062e\u0631\u0648\u062c\u06cc \u0646\u062a\u0627\u06cc\u062c<\/em><\/p>\n<pre><code class=\"hljs\">\n<span class=\"hljs-keyword\">for<\/span> i <span class=\"hljs-keyword\">in<\/span> <span class=\"hljs-built_in\">range<\/span>(num_processes):\n    tasks.put(-<span class=\"hljs-number\">1<\/span>)\n\n\nnum_finished_processes = <span class=\"hljs-number\">0<\/span>\n<span class=\"hljs-keyword\">while<\/span> <span class=\"hljs-literal\">True<\/span>:\n    \n    new_result = results.get()\n\n    \n    <span class=\"hljs-keyword\">if<\/span> new_result == -<span class=\"hljs-number\">1<\/span>:\n        \n        num_finished_processes += <span class=\"hljs-number\">1<\/span>\n\n        <span class=\"hljs-keyword\">if<\/span> num_finished_processes == num_processes:\n            <span class=\"hljs-keyword\">break<\/span>\n    <span class=\"hljs-keyword\">else<\/span>:\n        \n        <span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">'Result:'<\/span> + <span class=\"hljs-built_in\">str<\/span>(new_result))\n<\/code><\/pre>\n<p><em>\u0645\u062b\u0627\u0644 2<\/em> \u062e\u0631\u0648\u062c\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0646\u0645\u0627\u06cc\u0634 \u0645\u06cc \u062f\u0647\u062f.  \u0628\u0627 \u0627\u062c\u0631\u0627\u06cc \u0628\u06cc\u0634 \u0627\u0632 \u06cc\u06a9 \u0628\u0627\u0631 \u0628\u0631\u0646\u0627\u0645\u0647\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0645\u062a\u0648\u062c\u0647 \u0634\u0648\u06cc\u062f \u06a9\u0647 \u062a\u0631\u062a\u06cc\u0628 \u0634\u0631\u0648\u0639 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u06a9\u0627\u0631\u06af\u0631 \u0628\u0647 \u0647\u0645\u0627\u0646 \u0627\u0646\u062f\u0627\u0632\u0647 \u063a\u06cc\u0631 \u0642\u0627\u0628\u0644 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0627\u0633\u062a. process \u062e\u0648\u062f\u0634 \u06a9\u0647 \u0648\u0638\u06cc\u0641\u0647 \u0627\u06cc \u0631\u0627 \u0627\u0632 \u0635\u0641 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc \u06a9\u0646\u062f.  \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u067e\u0633 \u0627\u0632 \u0627\u062a\u0645\u0627\u0645 \u062a\u0631\u062a\u06cc\u0628 \u0639\u0646\u0627\u0635\u0631 \u0635\u0641 \u0646\u062a\u0627\u06cc\u062c \u0628\u0627 \u062a\u0631\u062a\u06cc\u0628 \u0639\u0646\u0627\u0635\u0631 \u0635\u0641 \u0648\u0638\u0627\u06cc\u0641 \u0645\u0637\u0627\u0628\u0642\u062a \u062f\u0627\u0631\u062f.<\/p>\n<p><em>\u0645\u062b\u0627\u0644 2<\/em><\/p>\n<pre><code class=\"hljs\">$ python3 queue_multiprocessing.py \n(P0) evaluation routine starts\n(P1) evaluation routine starts\n(P2) evaluation routine starts\n(P3) evaluation routine starts\n(P1) received value: 1\n(P1) calculated value: 1\n(P0) received value: 43\n(P0) calculated value: 1849\n(P0) received value: 68\n(P0) calculated value: 4624\n(P1) received value: 142\n(P1) calculated value: 20164\nresult: 1\nresult: 1849\nresult: 4624\nresult: 20164\n(P3) received value: 256\n(P3) calculated value: 65536\nresult: 65536\n(P0) received value: 183\n(P0) calculated value: 33489\nresult: 33489\n(P0) received value: 3\n(P0) calculated value: 9\nresult: 9\n(P0) evaluation routine quits\n(P1) received value: 334\n(P1) calculated value: 111556\nresult: 111556\n(P1) evaluation routine quits\n(P3) received value: 325\n(P3) calculated value: 105625\nresult: 105625\n(P3) evaluation routine quits\n(P2) received value: 780\n(P2) calculated value: 608400\nresult: 608400\n(P2) evaluation routine quits\n<\/code><\/pre>\n<p><strong>\u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f<\/strong>: \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0642\u0628\u0644\u0627 \u0630\u06a9\u0631 \u0634\u062f\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062e\u0631\u0648\u062c\u06cc \u0634\u0645\u0627 \u062f\u0642\u06cc\u0642\u0627\u064b \u0628\u0627 \u0622\u0646\u0686\u0647 \u062f\u0631 \u0628\u0627\u0644\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0645\u0637\u0627\u0628\u0642\u062a \u0646\u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f \u0632\u06cc\u0631\u0627 \u062a\u0631\u062a\u06cc\u0628 \u0627\u062c\u0631\u0627 \u063a\u06cc\u0631\u0642\u0627\u0628\u0644 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0627\u0633\u062a.<\/p>\n<h2 id=\"usingtheossystemmethod\"><span class=\"ez-toc-section\" id=\"%d8%a8%d8%a7_%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87_%d8%a7%d8%b2_%d8%b1%d9%88%d8%b4_ossystem\"><\/span>\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0631\u0648\u0634 os.system()<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0631\u0627 <code>system()<\/code> \u0631\u0648\u0634 \u0628\u062e\u0634\u06cc \u0627\u0632 <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/docs.python.org\/3\/library\/os.html\">\u0645\u0627\u0698\u0648\u0644 OS<\/a>\u060c \u06a9\u0647 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u062e\u0637 \u0641\u0631\u0645\u0627\u0646 \u062e\u0627\u0631\u062c\u06cc \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f process \u0627\u0632 \u0628\u0631\u0646\u0627\u0645\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0634\u0645\u0627  \u0631\u0627 <code>system()<\/code> \u0631\u0648\u0634 \u06cc\u06a9 \u062a\u0645\u0627\u0633 \u0645\u0633\u062f\u0648\u062f \u06a9\u0646\u0646\u062f\u0647 \u0627\u0633\u062a \u0648 \u0628\u0627\u06cc\u062f \u0645\u0646\u062a\u0638\u0631 \u0628\u0645\u0627\u0646\u06cc\u062f \u062a\u0627 \u062a\u0645\u0627\u0633 \u062a\u0645\u0627\u0645 \u0634\u0648\u062f \u0648 \u0628\u0631\u06af\u0631\u062f\u062f.  \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0641\u062a\u06cc\u0634\u06cc\u0633\u062a \u06cc\u0648\u0646\u06cc\u06a9\u0633\/\u0644\u06cc\u0646\u0648\u06a9\u0633 \u0645\u06cc \u062f\u0627\u0646\u06cc\u062f \u06a9\u0647 \u06cc\u06a9 \u062f\u0633\u062a\u0648\u0631 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u067e\u0633 \u0632\u0645\u06cc\u0646\u0647 \u0627\u062c\u0631\u0627 \u0634\u0648\u062f \u0648 \u0646\u062a\u06cc\u062c\u0647 \u0645\u062d\u0627\u0633\u0628\u0647 \u0634\u062f\u0647 \u0631\u0627 \u062f\u0631 \u062c\u0631\u06cc\u0627\u0646 \u062e\u0631\u0648\u062c\u06cc \u06a9\u0647 \u0628\u0647 \u0641\u0627\u06cc\u0644\u06cc \u0645\u0627\u0646\u0646\u062f \u0627\u06cc\u0646 \u0647\u062f\u0627\u06cc\u062a \u0645\u06cc \u0634\u0648\u062f \u0628\u0646\u0648\u06cc\u0633\u06cc\u062f (\u0646\u06af\u0627\u0647 \u06a9\u0646\u06cc\u062f \u0628\u0647 <em>\u0645\u062b\u0627\u0644 3<\/em>):<\/p>\n<p><em>\u0645\u062b\u0627\u0644 3: \u0641\u0631\u0645\u0627\u0646 \u0628\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u0645\u0633\u06cc\u0631 \u062e\u0631\u0648\u062c\u06cc<\/em><\/p>\n<pre><code class=\"hljs\">$ .\/program &gt;&gt; outputfile &amp;\n<\/code><\/pre>\n<p>\u062f\u0631 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0634\u0645\u0627 \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u0627\u06cc\u0646 \u0641\u0631\u0627\u062e\u0648\u0627\u0646 \u0631\u0627 \u0645\u0627\u0646\u0646\u062f \u0634\u06a9\u0644 \u0632\u06cc\u0631 \u06a9\u067e\u0633\u0648\u0644\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f:<\/p>\n<p><em>\u0644\u06cc\u0633\u062a 3: \u062a\u0645\u0627\u0633 \u0633\u06cc\u0633\u062a\u0645\u06cc \u0633\u0627\u062f\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0627\u0698\u0648\u0644 OS<\/em><\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> os\n\nos.system(<span class=\"hljs-string\">\".\/program &gt;&gt; outputfile &amp;\"<\/span>)\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0633\u06cc\u0633\u062a\u0645 \u06cc\u06a9 \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f process \u06a9\u0647 \u0628\u0647 \u0645\u0648\u0627\u0632\u0627\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0641\u0639\u0644\u06cc \u0634\u0645\u0627 \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f.  \u0648\u0627\u06a9\u0634\u06cc \u0646\u062a\u06cc\u062c\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u06a9\u0645\u06cc \u0645\u0634\u06a9\u0644 \u0634\u0648\u062f \u0632\u06cc\u0631\u0627 \u0627\u06cc\u0646 \u062a\u0645\u0627\u0633 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u067e\u0633 \u0627\u0632 \u067e\u0627\u06cc\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0634\u0645\u0627 \u062e\u0627\u062a\u0645\u0647 \u06cc\u0627\u0628\u062f &#8211; \u0647\u0631\u06af\u0632 \u0646\u0645\u06cc \u062f\u0627\u0646\u06cc\u062f.<\/p>\n<p>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0633\u06cc\u0627\u0631 \u06af\u0631\u0627\u0646\u062a\u0631 \u0627\u0632 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0642\u0628\u0644\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062a\u0648\u0636\u06cc\u062d \u062f\u0627\u062f\u0645.  \u0627\u0648\u0644 \u0627\u06cc\u0646\u06a9\u0647 \u0633\u0631\u0628\u0627\u0631 \u0628\u0633\u06cc\u0627\u0631 \u0628\u0632\u0631\u06af\u062a\u0631 \u0627\u0633\u062a (process \u0633\u0648\u0626\u06cc\u0686) \u0648 \u062f\u0648\u0645 \u0627\u06cc\u0646\u06a9\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0631\u0648\u06cc \u062d\u0627\u0641\u0638\u0647 \u0641\u06cc\u0632\u06cc\u06a9\u06cc \u0645\u0627\u0646\u0646\u062f \u062f\u06cc\u0633\u06a9 \u0645\u06cc \u0646\u0648\u06cc\u0633\u062f \u06a9\u0647 \u0628\u06cc\u0634\u062a\u0631 \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f.  \u0627\u06af\u0631\u0686\u0647\u060c \u0627\u06af\u0631 \u062d\u0627\u0641\u0638\u0647 \u0645\u062d\u062f\u0648\u062f\u06cc \u062f\u0627\u0631\u06cc\u062f (\u0645\u0627\u0646\u0646\u062f RAM) \u0627\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647 \u0628\u0647\u062a\u0631 \u0627\u0633\u062a \u0648 \u062f\u0631 \u0639\u0648\u0636 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0631\u0648\u062c\u06cc \u0639\u0638\u06cc\u0645\u06cc \u0631\u0627 \u0631\u0648\u06cc \u06cc\u06a9 \u062f\u06cc\u0633\u06a9 \u062d\u0627\u0644\u062a \u062c\u0627\u0645\u062f \u0646\u0648\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f.<\/p>\n<h2 id=\"usingthesubprocessmodule\"><span class=\"ez-toc-section\" id=\"%d8%a8%d8%a7_%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87_%d8%a7%d8%b2_%d9%85%d8%a7%da%98%d9%88%d9%84_%d8%b2%db%8c%d8%b1_%d9%81%d8%b1%d8%a2%db%8c%d9%86%d8%af\"><\/span>\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0627\u0698\u0648\u0644 \u0632\u06cc\u0631 \u0641\u0631\u0622\u06cc\u0646\u062f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u06cc\u0646 \u0645\u0627\u0698\u0648\u0644 \u0628\u0631\u0627\u06cc \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646\u06cc \u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a <code>os.system()<\/code> \u0648 <code>os.spawn()<\/code> \u062a\u0645\u0627\u0633 \u0645\u06cc \u06af\u06cc\u0631\u062f.  \u0627\u06cc\u062f\u0647 \u0627\u0632 <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/pymotw.com\/3\/subprocess\/index.html\">\u0641\u0631\u0622\u06cc\u0646\u062f \u0641\u0631\u0639\u06cc<\/a> \u0633\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u062a\u062e\u0645 \u0631\u06cc\u0632\u06cc\u060c \u0628\u0631\u0642\u0631\u0627\u0631\u06cc \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0627 \u0622\u0646\u0647\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0644\u0648\u0644\u0647 \u0647\u0627 \u0648 \u0633\u06cc\u06af\u0646\u0627\u0644 \u0647\u0627\u060c \u0648 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u062e\u0631\u0648\u062c\u06cc \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u0627\u0632 \u062c\u0645\u0644\u0647 \u067e\u06cc\u0627\u0645 \u0647\u0627\u06cc \u062e\u0637\u0627 \u0627\u0633\u062a.<\/p>\n<p>\u0628\u0627 \u0634\u0631\u0648\u0639 \u067e\u0627\u06cc\u062a\u0648\u0646 3.5\u060c \u0641\u0631\u0622\u06cc\u0646\u062f \u0641\u0631\u0639\u06cc \u062d\u0627\u0648\u06cc \u0645\u062a\u062f \u0627\u0633\u062a <code>subprocess.run()<\/code> \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u06cc\u06a9 \u0641\u0631\u0645\u0627\u0646 \u062e\u0627\u0631\u062c\u06cc\u060c \u06a9\u0647 \u067e\u0648\u0634\u0634\u06cc \u0628\u0631\u0627\u06cc \u0632\u06cc\u0631\u06cc\u0646 \u0627\u0633\u062a <code>subprocess.Popen()<\/code> \u06a9\u0644\u0627\u0633  \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u062f\u0633\u062a\u0648\u0631 UNIX\/Linux \u0631\u0627 \u0627\u062c\u0631\u0627 \u0645\u06cc \u06a9\u0646\u06cc\u0645 <code>df -h<\/code> \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0628\u0641\u0647\u0645\u06cc\u062f \u0647\u0646\u0648\u0632 \u0686\u0642\u062f\u0631 \u0641\u0636\u0627\u06cc \u062f\u06cc\u0633\u06a9 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0627\u0633\u062a \u0631\u0648\u06cc \u0631\u0627 <code>\/home<\/code> \u067e\u0627\u0631\u062a\u06cc\u0634\u0646 \u062f\u0633\u062a\u06af\u0627\u0647 \u0634\u0645\u0627  \u062f\u0631 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u06cc\u0646 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0631\u0627 \u0645\u0637\u0627\u0628\u0642 \u0634\u06a9\u0644 \u0632\u06cc\u0631 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u06cc\u062f (<em>\u0644\u06cc\u0633\u062a 4<\/em>).<\/p>\n<p><em>\u0644\u06cc\u0633\u062a 4: \u0645\u062b\u0627\u0644 \u0627\u0635\u0644\u06cc \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u062f\u0633\u062a\u0648\u0631 \u062e\u0627\u0631\u062c\u06cc<\/em><\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> subprocess\n\nret = subprocess.run((<span class=\"hljs-string\">\"df\"<\/span>, <span class=\"hljs-string\">\"-h\"<\/span>, <span class=\"hljs-string\">\"\/home\"<\/span>))\n<span class=\"hljs-built_in\">print<\/span>(ret)\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0627\u0635\u0644\u06cc \u0627\u0633\u062a \u0648 \u0628\u0633\u06cc\u0627\u0631 \u0634\u0628\u06cc\u0647 \u0628\u0647 \u062f\u0633\u062a\u0648\u0631 \u0627\u0633\u062a <code>df -h \/home<\/code> \u062f\u0631 \u062d\u0627\u0644 \u0627\u0639\u062f\u0627\u0645 \u062f\u0631 \u0627\u0644\u0641 terminal.  \u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627 \u0628\u0647 \u062c\u0627\u06cc \u06cc\u06a9 \u0631\u0634\u062a\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u06cc\u06a9 \u0644\u06cc\u0633\u062a \u0627\u0632 \u0647\u0645 \u062c\u062f\u0627 \u0645\u06cc \u0634\u0648\u0646\u062f.  \u062e\u0631\u0648\u062c\u06cc \u0645\u0634\u0627\u0628\u0647 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f <em>\u0645\u062b\u0627\u0644 4<\/em>.  \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u0627\u0633\u0646\u0627\u062f \u0631\u0633\u0645\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0645\u0627\u0698\u0648\u0644\u060c \u0646\u062a\u06cc\u062c\u0647 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0631\u0627 \u0628\u0647 \u062e\u0631\u0648\u062c\u06cc \u0645\u06cc \u062f\u0647\u062f <code>stdout<\/code>\u060c \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0645\u0642\u062f\u0627\u0631 \u0628\u0631\u06af\u0634\u062a\u06cc \u062a\u0645\u0627\u0633.<\/p>\n<p><em>\u0645\u062b\u0627\u0644 4<\/em> \u062e\u0631\u0648\u062c\u06cc \u062a\u0645\u0627\u0633 \u0645\u0627 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f.  \u0622\u062e\u0631\u06cc\u0646 \u062e\u0637 \u062e\u0631\u0648\u062c\u06cc \u0627\u062c\u0631\u0627\u06cc \u0645\u0648\u0641\u0642\u06cc\u062a \u0622\u0645\u06cc\u0632 \u062f\u0633\u062a\u0648\u0631 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f.  \u0635\u062f\u0627 \u0632\u062f\u0646 <code>subprocess.run()<\/code> \u0646\u0645\u0648\u0646\u0647 \u0627\u06cc \u0627\u0632 \u06a9\u0644\u0627\u0633 \u0631\u0627 \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f <code>CompletedProcess<\/code> \u06a9\u0647 \u062f\u0627\u0631\u0627\u06cc \u062f\u0648 \u0635\u0641\u062a \u0646\u0627\u0645\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a <code>args<\/code> (\u0622\u06af\u0648\u0645\u0627\u0646 \u0647\u0627\u06cc \u062e\u0637 \u0641\u0631\u0645\u0627\u0646)\u060c \u0648 <code>returncode<\/code> (\u0645\u0642\u062f\u0627\u0631 \u0628\u0631\u06af\u0634\u062a\u06cc \u062f\u0633\u062a\u0648\u0631).<\/p>\n<p><em>\u0645\u062b\u0627\u0644 4: \u0627\u062c\u0631\u0627\u06cc \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0632 \u0644\u06cc\u0633\u062a 4<\/em><\/p>\n<pre><code class=\"hljs\">$ python3 diskfree.py\nFilesystem   Size   Used  Avail Capacity  iused   ifree %iused  Mounted \u0631\u0648\u06cc\n\/dev\/sda3  233Gi  203Gi   30Gi    88% 53160407 7818407   87%   \/home\nCompletedProcess(args=(<span class=\"hljs-string\">'df'<\/span>, <span class=\"hljs-string\">'-h'<\/span>, <span class=\"hljs-string\">'\/home'<\/span>), returncode=0)\n<\/code><\/pre>\n<p>\u0628\u0631\u0627\u06cc \u0633\u0631\u06a9\u0648\u0628 \u062e\u0631\u0648\u062c\u06cc \u0628\u0647 <code>stdout<\/code>\u0648 \u0647\u0645 \u062e\u0631\u0648\u062c\u06cc \u0648 \u0647\u0645 \u0645\u0642\u062f\u0627\u0631 \u0628\u0627\u0632\u06af\u0634\u062a\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0628\u06cc\u0634\u062a\u0631\u060c \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0628\u06af\u06cc\u0631\u06cc\u062f <code>subprocess.run()<\/code> \u0628\u0627\u06cc\u062f \u06a9\u0645\u06cc \u0627\u0635\u0644\u0627\u062d \u0634\u0648\u062f  \u0628\u062f\u0648\u0646 \u062a\u063a\u06cc\u06cc\u0631 \u0628\u06cc\u0634\u062a\u0631\u060c <code>subprocess.run()<\/code> \u062e\u0631\u0648\u062c\u06cc \u0641\u0631\u0645\u0627\u0646 \u0627\u062c\u0631\u0627 \u0634\u062f\u0647 \u0631\u0627 \u0628\u0647 <code>stdout<\/code> \u06a9\u0647 \u06a9\u0627\u0646\u0627\u0644 \u062e\u0631\u0648\u062c\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0632\u06cc\u0631\u06cc\u0646 \u0627\u0633\u062a process.  \u0628\u0631\u0627\u06cc \u06af\u0631\u0641\u062a\u0646 \u062e\u0631\u0648\u062c\u06cc\u060c \u0628\u0627\u06cc\u062f \u0627\u06cc\u0646 \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u0645 \u0648 \u06a9\u0627\u0646\u0627\u0644 \u062e\u0631\u0648\u062c\u06cc \u0631\u0627 \u0631\u0648\u06cc \u0645\u0642\u062f\u0627\u0631 \u0627\u0632 \u067e\u06cc\u0634 \u062a\u0639\u0631\u06cc\u0641 \u0634\u062f\u0647 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u0645 <code>subprocess.PIPE<\/code>. <em>\u0644\u06cc\u0633\u062a 5<\/em> \u0631\u0648\u0634 \u0627\u0646\u062c\u0627\u0645 \u0622\u0646 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<p><em>\u0641\u0647\u0631\u0633\u062a 5: \u06af\u0631\u0641\u062a\u0646 \u062e\u0631\u0648\u062c\u06cc \u062f\u0631 \u06cc\u06a9 \u0644\u0648\u0644\u0647<\/em><\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> subprocess\n\n\noutput = subprocess.run((<span class=\"hljs-string\">\"df\"<\/span>, <span class=\"hljs-string\">\"-h\"<\/span>, <span class=\"hljs-string\">\"\/home\"<\/span>), stdout=subprocess.PIPE)\n\n\n<span class=\"hljs-built_in\">print<\/span> (<span class=\"hljs-string\">\"Return code: %i\"<\/span> % output.returncode)\n<span class=\"hljs-built_in\">print<\/span> (<span class=\"hljs-string\">\"Output data: %s\"<\/span> % output.stdout)\n<\/code><\/pre>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0642\u0628\u0644\u0627 \u062a\u0648\u0636\u06cc\u062d \u062f\u0627\u062f\u0647 \u0634\u062f <code>subprocess.run()<\/code> \u0646\u0645\u0648\u0646\u0647 \u0627\u06cc \u0627\u0632 \u06a9\u0644\u0627\u0633 \u0631\u0627 \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f <code>CompletedProcess<\/code>.  \u06a9\u0647 \u062f\u0631 <em>\u0644\u06cc\u0633\u062a 5<\/em>\u060c \u0627\u06cc\u0646 \u0646\u0645\u0648\u0646\u0647 \u06cc\u06a9 \u0645\u062a\u063a\u06cc\u0631 \u0628\u0627 \u0646\u0627\u0645 \u0633\u0627\u062f\u0647 \u0627\u0633\u062a <code>output<\/code>.  \u06a9\u062f \u0628\u0631\u06af\u0634\u062a\u06cc \u062f\u0633\u062a\u0648\u0631 \u062f\u0631 \u0648\u06cc\u0698\u06af\u06cc \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0645\u06cc \u0634\u0648\u062f <code>output.returncode<\/code>\u060c \u0648 \u062e\u0631\u0648\u062c\u06cc \u0686\u0627\u067e \u0634\u062f\u0647 \u062f\u0631 <code>stdout<\/code> \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u062f\u0631 \u0635\u0641\u062a \u06cc\u0627\u0641\u062a <code>output.stdout<\/code>.  \u0628\u0647 \u062e\u0627\u0637\u0631 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u067e\u06cc\u0627\u0645 \u0647\u0627\u06cc \u062e\u0637\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0631\u0627 \u067e\u0648\u0634\u0634 \u0646\u0645\u06cc \u062f\u0647\u062f \u0632\u06cc\u0631\u0627 \u0645\u0627 \u06a9\u0627\u0646\u0627\u0644 \u062e\u0631\u0648\u062c\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0622\u0646 \u062a\u063a\u06cc\u06cc\u0631 \u0646\u062f\u0627\u062f\u0647 \u0627\u06cc\u0645.<\/p>\n<h2 id=\"conclusion\"><span class=\"ez-toc-section\" id=\"%d9%86%d8%aa%db%8c%d8%ac%d9%87\"><\/span>\u0646\u062a\u06cc\u062c\u0647<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0648\u0627\u0632\u06cc \u06cc\u06a9 \u0641\u0631\u0635\u062a \u0639\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0642\u062f\u0631\u062a \u0633\u062e\u062a \u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0639\u0627\u0635\u0631 \u0627\u0633\u062a.  \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0647\u0627 \u0631\u0627 \u062f\u0631 \u0633\u0637\u062d \u0628\u0633\u06cc\u0627\u0631 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0627\u06cc \u0645\u06cc \u062f\u0647\u062f.  \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0642\u0628\u0644\u0627 \u0647\u0631 \u062f\u0648 \u062f\u06cc\u062f\u0647 \u0627\u06cc\u062f <code>multiprocessing<\/code> \u0648 <code>subprocess<\/code> \u0645\u0627\u0698\u0648\u0644 \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u062f\u0631 \u0622\u0646 \u0645\u0648\u0636\u0648\u0639 \u0634\u06cc\u0631\u062c\u0647 \u0628\u0632\u0646\u06cc\u062f.<\/p>\n<h2 id=\"acknowledgements\"><span class=\"ez-toc-section\" id=\"%d8%b3%d9%be%d8%a7%d8%b3%da%af%d8%b2%d8%a7%d8%b1%db%8c%d9%87%d8%a7\"><\/span>\u0633\u067e\u0627\u0633\u06af\u0632\u0627\u0631\u06cc\u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0646\u0648\u06cc\u0633\u0646\u062f\u0647 \u0645\u0627\u06cc\u0644 \u0627\u0633\u062a \u062a\u0634\u06a9\u0631 \u06a9\u0646\u062f <a rel=\"nofollow noopener\" target=\"_blank\" href=\"http:\/\/geneva-observer.blogspot.com\/\"> \u062c\u0631\u0648\u0644\u062f \u0631\u0648\u067e\u0631\u0634\u062a<\/a> \u0628\u0631\u0627\u06cc \u062d\u0645\u0627\u06cc\u062a \u0627\u0648 \u0648 \u0645\u0646\u062a\u0642\u062f\u0627\u0646 \u062f\u0631 \u062a\u0647\u06cc\u0647 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647.<\/p>\n<\/div>\n<p><script>\n                        !function(f,b,e,v,n,t,s)\n                        {if(f.fbq)return;n=f.fbq=function(){n.callMethod?\n                        n.callMethod.apply(n,arguments):n.queue.push(arguments)};\n                        if(!f._fbq)f._fbq=n;n.push=n;n.loaded=!0;n.version='2.0';\n                        n.queue=();t=b.createElement(e);t.async=!0;\n                        t.src=v;s=b.getElementsByTagName(e)(0);\n                        s.parentNode.insertBefore(t,s)}(window, document,'script',\n                        'https:\/\/connect.facebook.net\/en_US\/fbevents.js');\n                        fbq('init', '525232124909042');\n                        fbq('track', 'PageView');\n                    <\/script>    (\u0628\u0631\u0686\u0633\u0628\u200c\u0647\u0627 \u0628\u0647 \u062a\u0631\u062c\u0645\u0647)# python<br \/>\n<br \/><br \/>\n<br \/>\u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u062f\u0631 1403-01-29 23:57:53<br \/>\n<\/p>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-center kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;center&quot;,&quot;id&quot;:&quot;16692&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\u0627\u0645\u062a\u06cc\u0627\u0632 \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628&quot;,&quot;legend&quot;:&quot;0\\\/5 (0 \u0631\u0627\u06cc)&quot;,&quot;size&quot;:&quot;30&quot;,&quot;title&quot;:&quot;\u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0648\u0627\u0632\u06cc \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} ({count} \u0631\u0627\u06cc)&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 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