{"id":16378,"date":"2024-01-24T07:23:12","date_gmt":"2024-01-24T03:53:12","guid":{"rendered":"https:\/\/rasanegar.com\/blog\/%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%b1%d8%a7%db%8c-nlp-%da%a9%d8%a7%d8%b1-%d8%a8%d8%a7-%d9%85%d8%aa%d9%86-%d9%88-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-pdf\/"},"modified":"2024-01-24T07:23:12","modified_gmt":"2024-01-24T03:53:12","slug":"%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%b1%d8%a7%db%8c-nlp-%da%a9%d8%a7%d8%b1-%d8%a8%d8%a7-%d9%85%d8%aa%d9%86-%d9%88-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-pdf","status":"publish","type":"post","link":"https:\/\/rasanegaar.com\/blog\/%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%b1%d8%a7%db%8c-nlp-%da%a9%d8%a7%d8%b1-%d8%a8%d8%a7-%d9%85%d8%aa%d9%86-%d9%88-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-pdf\/","title":{"rendered":"\u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc NLP: \u06a9\u0627\u0631 \u0628\u0627 \u0645\u062a\u0646 \u0648 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc PDF"},"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%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%b1%d8%a7%db%8c-nlp-%da%a9%d8%a7%d8%b1-%d8%a8%d8%a7-%d9%85%d8%aa%d9%86-%d9%88-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-pdf\/#%da%a9%d8%a7%d8%b1_%d8%a8%d8%a7_%d9%81%d8%a7%db%8c%d9%84_%d9%87%d8%a7%db%8c_%d9%85%d8%aa%d9%86%db%8c\" >\u06a9\u0627\u0631 \u0628\u0627 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u0645\u062a\u0646\u06cc<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%b1%d8%a7%db%8c-nlp-%da%a9%d8%a7%d8%b1-%d8%a8%d8%a7-%d9%85%d8%aa%d9%86-%d9%88-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-pdf\/#%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_%db%8c%da%a9_%d9%81%d8%a7%db%8c%d9%84_%d9%85%d8%aa%d9%86%db%8c\" >\u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0645\u062a\u0646\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%b1%d8%a7%db%8c-nlp-%da%a9%d8%a7%d8%b1-%d8%a8%d8%a7-%d9%85%d8%aa%d9%86-%d9%88-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-pdf\/#%d9%86%d9%88%d8%b4%d8%aa%d9%86_%d8%af%d8%b1_%db%8c%da%a9_%d9%81%d8%a7%db%8c%d9%84_%d9%85%d8%aa%d9%86%db%8c\" >\u0646\u0648\u0634\u062a\u0646 \u062f\u0631 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0645\u062a\u0646\u06cc<\/a><\/li><\/ul><\/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%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%b1%d8%a7%db%8c-nlp-%da%a9%d8%a7%d8%b1-%d8%a8%d8%a7-%d9%85%d8%aa%d9%86-%d9%88-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-pdf\/#%da%a9%d8%a7%d8%b1_%d8%a8%d8%a7_%d9%81%d8%a7%db%8c%d9%84_%d9%87%d8%a7%db%8c_pdf\" >\u06a9\u0627\u0631 \u0628\u0627 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc PDF<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%b1%d8%a7%db%8c-nlp-%da%a9%d8%a7%d8%b1-%d8%a8%d8%a7-%d9%85%d8%aa%d9%86-%d9%88-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-pdf\/#%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_%db%8c%da%a9_%d8%b3%d9%86%d8%af_pdf\" >\u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0633\u0646\u062f PDF<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%b1%d8%a7%db%8c-nlp-%da%a9%d8%a7%d8%b1-%d8%a8%d8%a7-%d9%85%d8%aa%d9%86-%d9%88-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-pdf\/#%d9%86%d9%88%d8%b4%d8%aa%d9%86_%d8%af%d8%b1_%db%8c%da%a9_%d8%b3%d9%86%d8%af_pdf\" >\u0646\u0648\u0634\u062a\u0646 \u062f\u0631 \u06cc\u06a9 \u0633\u0646\u062f PDF<\/a><\/li><\/ul><\/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%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%b1%d8%a7%db%8c-nlp-%da%a9%d8%a7%d8%b1-%d8%a8%d8%a7-%d9%85%d8%aa%d9%86-%d9%88-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-pdf\/#%d9%86%d8%aa%db%8c%d8%ac%d9%87\" >\u0646\u062a\u06cc\u062c\u0647<\/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\"> 8<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span><p> <br \/>\n<\/p>\n<div><noscript><\/noscript><\/p>\n<p>\u0627\u06cc\u0646 \u0627\u0648\u0644\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0627\u0632 \u0633\u0631\u06cc \u0645\u0642\u0627\u0644\u0627\u062a \u0645\u0646 \u0627\u0633\u062a \u0631\u0648\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc (NLP).  \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0627 \u0627\u0635\u0648\u0644 \u0627\u0648\u0644\u06cc\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc NLP \u0634\u0631\u0648\u0639 \u0645\u06cc \u06a9\u0646\u06cc\u0645.  \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u06cc\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0627 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u0645\u062a\u0646\u06cc \u0633\u0627\u062f\u0647 \u0648 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc PDF \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06a9\u0627\u0631 \u06a9\u0646\u06cc\u0645.<\/p>\n<h2 id=\"workingwithtextfiles\"><span class=\"ez-toc-section\" id=\"%da%a9%d8%a7%d8%b1_%d8%a8%d8%a7_%d9%81%d8%a7%db%8c%d9%84_%d9%87%d8%a7%db%8c_%d9%85%d8%aa%d9%86%db%8c\"><\/span>\u06a9\u0627\u0631 \u0628\u0627 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u0645\u062a\u0646\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u06cc \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u064b \u0627\u0628\u062a\u062f\u0627\u06cc\u06cc\u200c\u062a\u0631\u06cc\u0646 \u0646\u0648\u0639 \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u062f\u0631 \u062a\u0644\u0627\u0634\u200c\u0647\u0627\u06cc NLP \u062e\u0648\u062f \u0628\u0627 \u0622\u0646\u200c\u0647\u0627 \u0645\u0648\u0627\u062c\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u0634\u062f.  \u062f\u0631 \u0627\u06cc\u0646 \u0642\u0633\u0645\u062a \u0631\u0648\u0634 \u062e\u0648\u0627\u0646\u062f\u0646 \u0627\u0632 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0645\u062a\u0646\u06cc \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646\u060c \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0645\u062a\u0646\u06cc \u0648 \u0646\u0648\u0634\u062a\u0646 \u062f\u0627\u062f\u0647 \u062f\u0631 \u0641\u0627\u06cc\u0644 \u0645\u062a\u0646\u06cc \u0631\u0627 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u06cc\u062f.<\/p>\n<h3 id=\"readingatextfile\"><span class=\"ez-toc-section\" id=\"%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_%db%8c%da%a9_%d9%81%d8%a7%db%8c%d9%84_%d9%85%d8%aa%d9%86%db%8c\"><\/span>\u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0645\u062a\u0646\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0645\u062a\u0646\u06cc \u0628\u0627 \u0645\u062a\u0646 \u0632\u06cc\u0631 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u0648 \u0622\u0646 \u0631\u0627 \u062f\u0631 \u0641\u0647\u0631\u0633\u062a \u0645\u062d\u0644\u06cc \u062e\u0648\u062f \u0628\u0627 a \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u06cc\u062f <code>.txt<\/code> \u0627\u0641\u0632\u0648\u0646\u0647.<\/p>\n<pre><code class=\"hljs\">Welcome to Natural Language Processing\nIt is one of the most exciting research areas as of today\nWe will see how Python can be used to work with text files.\n<\/code><\/pre>\n<p>\u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u0646\u060c \u0645\u0646 \u0641\u0627\u06cc\u0644 \u0631\u0627 \u0628\u0647 \u0646\u0627\u0645 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0631\u062f\u0645 <code>myfile.txt<\/code> \u062f\u0631 \u0645\u0646 root \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc &#8220;D:&#8221;.<\/p>\n<h4 id=\"readingallfilecontents\">\u062e\u0648\u0627\u0646\u062f\u0646 \u062a\u0645\u0627\u0645 \u0645\u062d\u062a\u0648\u06cc\u0627\u062a \u0641\u0627\u06cc\u0644<\/h4>\n<p>\u062d\u0627\u0644 \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0628\u06cc\u0646\u06cc\u0645 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u06a9\u0644 \u0645\u062d\u062a\u0648\u06cc\u0627\u062a \u0641\u0627\u06cc\u0644 \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u0645.  \u0627\u0648\u0644\u06cc\u0646 \u0642\u062f\u0645 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0645\u0633\u06cc\u0631 \u0641\u0627\u06cc\u0644 \u0631\u0627 \u0645\u0627\u0646\u0646\u062f \u0634\u06a9\u0644 \u0632\u06cc\u0631 \u0645\u0634\u062e\u0635 \u06a9\u0646\u06cc\u062f:<\/p>\n<pre><code class=\"hljs\">myfile = <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">\"D:\\myfile.txt\"<\/span>)\n<\/code><\/pre>\n<p>\u0628\u0631\u0627\u06cc \u0628\u0627\u0632 \u06a9\u0631\u062f\u0646 \u0641\u0627\u06cc\u0644\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0628\u0631\u0646\u0627\u0645\u0647 \u062f\u0627\u062e\u0644\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f <code>open<\/code> \u062a\u0627\u0628\u0639.  \u0627\u06af\u0631 \u06a9\u062f \u0628\u0627\u0644\u0627 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0631\u062f\u06cc\u062f \u0648 \u062e\u0637\u0627\u06cc\u06cc \u0645\u0634\u0627\u0647\u062f\u0647 \u0646\u06a9\u0631\u062f\u06cc\u062f\u060c \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0641\u0627\u06cc\u0644 \u0634\u0645\u0627 \u0628\u0627 \u0645\u0648\u0641\u0642\u06cc\u062a \u0628\u0627\u0632 \u0634\u062f\u0647 \u0627\u0633\u062a.  \u0645\u0637\u0645\u0626\u0646 \u0634\u0648\u06cc\u062f \u06a9\u0647 \u0645\u0633\u06cc\u0631 \u0641\u0627\u06cc\u0644 \u0631\u0627 \u0628\u0647 \u0645\u06a9\u0627\u0646\u06cc \u06a9\u0647 \u0641\u0627\u06cc\u0644 \u0645\u062a\u0646\u06cc \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0622\u0646 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u062f.<\/p>\n<p>\u062d\u0627\u0644 \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0628\u06cc\u0646\u06cc\u0645 \u0686\u0647 \u0686\u06cc\u0632\u06cc \u062f\u0631 \u0622\u0646 \u0630\u062e\u06cc\u0631\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a <code>myfile<\/code> \u0645\u062a\u063a\u06cc\u0631:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-built_in\">print<\/span>(myfile)\n<\/code><\/pre>\n<p>\u062e\u0631\u0648\u062c\u06cc \u0628\u0647 \u0634\u06a9\u0644 \u0632\u06cc\u0631 \u0627\u0633\u062a:<\/p>\n<pre><code class=\"hljs\">&lt;_io.TextIOWrapper name='D:\\\\myfile.txt' mode='r' encoding='cp1252'&gt;\n<\/code><\/pre>\n<p>\u062e\u0631\u0648\u062c\u06cc \u0645\u06cc \u062e\u0648\u0627\u0646\u062f \u06a9\u0647 <code>myfile<\/code> \u0645\u062a\u063a\u06cc\u0631 \u06cc\u06a9 \u0628\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u0628\u0647 <code>myfile.txt<\/code> \u0641\u0627\u06cc\u0644 \u0648 \u0641\u0627\u06cc\u0644 \u0631\u0627 \u062f\u0631 \u062d\u0627\u0644\u062a \u0641\u0642\u0637 \u062e\u0648\u0627\u0646\u062f\u0646\u06cc \u0628\u0627\u0632 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0627\u06af\u0631 \u0645\u0633\u06cc\u0631 \u0641\u0627\u06cc\u0644 \u0631\u0627 \u0627\u0634\u062a\u0628\u0627\u0647 \u0645\u0634\u062e\u0635 \u06a9\u0646\u06cc\u062f\u060c \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u064b \u0628\u0627 \u062e\u0637\u0627\u06cc \u0632\u06cc\u0631 \u0645\u0648\u0627\u062c\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u0634\u062f:<\/p>\n<pre><code class=\"hljs\">myfile222 = <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">\"D:\\myfile222.txt\"<\/span>)\n<span class=\"hljs-built_in\">print<\/span>(myfile222)\n<\/code><\/pre>\n<pre><code class=\"hljs\">FileNotFoundError: (Errno 2) No such file or directory: 'D:\\\\myfile222.txt'\n<\/code><\/pre>\n<p>\u0647\u0631 \u0632\u0645\u0627\u0646 \u06a9\u0647 Errno 2 \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0631\u062f\u06cc\u062f\u060c \u062f\u0648 \u062f\u0644\u06cc\u0644 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f.  \u06cc\u0627 \u0641\u0627\u06cc\u0644 \u0634\u0645\u0627 \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0631\u062f \u06cc\u0627 \u0645\u0633\u06cc\u0631 \u0641\u0627\u06cc\u0644 \u0631\u0627 \u0627\u0634\u062a\u0628\u0627\u0647 \u0627\u0631\u0627\u0626\u0647 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f <code>open<\/code> \u062a\u0627\u0628\u0639.<\/p>\n<p>\u062d\u0627\u0644 \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0645\u062d\u062a\u0648\u06cc\u0627\u062a \u0641\u0627\u06cc\u0644 \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u0645.  \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631\u060c \u0628\u0627\u06cc\u062f \u0628\u0627 \u0634\u0645\u0627\u0631\u0647 \u062a\u0645\u0627\u0633 \u0628\u06af\u06cc\u0631\u06cc\u062f <code>read()<\/code> \u062a\u0627\u0628\u0639 \u0631\u0648\u06cc \u0631\u0627 <code>myfile<\/code> \u0645\u062a\u063a\u06cc\u0631\u060c \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u0632\u06cc\u0631 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<pre><code class=\"hljs\">myfile = <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">\"D:\\myfile.txt\"<\/span>)\n<span class=\"hljs-built_in\">print<\/span>(myfile.read())\n<\/code><\/pre>\n<p>\u062f\u0631 \u062e\u0631\u0648\u062c\u06cc \u0628\u0627\u06cc\u062f \u0645\u062a\u0646 \u0641\u0627\u06cc\u0644 \u0631\u0627 \u0645\u0627\u0646\u0646\u062f \u062a\u0635\u0648\u06cc\u0631 \u0632\u06cc\u0631 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n<pre><code class=\"hljs\">Welcome to Natural Language Processing\nIt is one of the most exciting research areas as of today\nWe will see how Python can be used to work with text files.\n<\/code><\/pre>\n<p>\u062d\u0627\u0644\u0627 \u0627\u06af\u0631 \u0633\u0639\u06cc \u06a9\u0646\u06cc\u062f \u0628\u0627 \u0622\u0646 \u062a\u0645\u0627\u0633 \u0628\u06af\u06cc\u0631\u06cc\u062f <code>read<\/code> \u0631\u0648\u0634 \u062f\u0648\u0628\u0627\u0631\u0647\u060c \u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u06cc\u062f \u06a9\u0647 \u0686\u06cc\u0632\u06cc \u0686\u0627\u067e \u0646\u0645\u06cc \u0634\u0648\u062f \u0631\u0648\u06cc \u0631\u0627 console:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-built_in\">print<\/span>(myfile.read())\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0628\u0647 \u0627\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u0627\u0633\u062a \u06a9\u0647 \u06cc\u06a9 \u0628\u0627\u0631 \u0628\u0627 \u0622\u0646 \u062a\u0645\u0627\u0633 \u0628\u06af\u06cc\u0631\u06cc\u062f <code>read<\/code> \u062f\u0631 \u0631\u0648\u0634\u060c \u0645\u06a9\u0627\u0646 \u0646\u0645\u0627 \u0628\u0647 \u0627\u0646\u062a\u0647\u0627\u06cc \u0645\u062a\u0646 \u0645\u0646\u062a\u0642\u0644 \u0645\u06cc \u0634\u0648\u062f.  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0648\u0642\u062a\u06cc \u062f\u0648\u0628\u0627\u0631\u0647 \u062e\u0648\u0627\u0646\u062f\u0646 \u0631\u0627 \u0641\u0631\u0627 \u0645\u06cc\u200c\u062e\u0648\u0627\u0646\u06cc\u062f\u060c \u0647\u06cc\u0686 \u0686\u06cc\u0632\u06cc \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0646\u0645\u06cc\u200c\u0634\u0648\u062f \u0632\u06cc\u0631\u0627 \u0645\u062a\u0646 \u062f\u06cc\u06af\u0631\u06cc \u0628\u0631\u0627\u06cc \u0622\u0646 \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0631\u062f print.<\/p>\n<p>\u0631\u0627\u0647 \u062d\u0644 \u0627\u06cc\u0646 \u0645\u0634\u06a9\u0644 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u067e\u0633 \u0627\u0632 \u062a\u0645\u0627\u0633 \u0628\u0627 <code>read()<\/code> \u0631\u0648\u0634\u060c \u062a\u0645\u0627\u0633 \u0628\u06af\u06cc\u0631\u06cc\u062f <code>seek()<\/code> \u0645\u062a\u062f \u0648 0 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0622\u0631\u06af\u0648\u0645\u0627\u0646 \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u06cc\u062f.  \u0628\u0627 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0645\u06a9\u0627\u0646 \u0646\u0645\u0627 \u0628\u0647 \u0627\u0628\u062a\u062f\u0627\u06cc \u0641\u0627\u06cc\u0644 \u0645\u062a\u0646\u06cc \u0628\u0627\u0632 \u0645\u06cc \u06af\u0631\u062f\u062f.  \u0628\u0647 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0632\u06cc\u0631 \u0646\u06af\u0627\u0647 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0628\u0628\u06cc\u0646\u06cc\u062f \u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<pre><code class=\"hljs\">myfile = <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">\"D:\\myfile.txt\"<\/span>)\n<span class=\"hljs-built_in\">print<\/span>(myfile.read())\nmyfile.seek(<span class=\"hljs-number\">0<\/span>)\n<span class=\"hljs-built_in\">print<\/span>(myfile.read())\n<\/code><\/pre>\n<p>\u062f\u0631 \u062e\u0631\u0648\u062c\u06cc \u0645\u0634\u0627\u0647\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0645\u062d\u062a\u0648\u0627\u06cc \u0641\u0627\u06cc\u0644 \u0645\u062a\u0646\u06cc \u062f\u0648 \u0628\u0627\u0631 \u0686\u0627\u067e \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u067e\u0633 \u0627\u0632 \u0627\u062a\u0645\u0627\u0645 \u06a9\u0627\u0631 \u0628\u0627 \u06cc\u06a9 \u0641\u0627\u06cc\u0644\u060c \u0645\u0647\u0645 \u0627\u0633\u062a \u06a9\u0647 \u0641\u0627\u06cc\u0644 \u0631\u0627 \u0628\u0628\u0646\u062f\u06cc\u062f \u062a\u0627 \u0633\u0627\u06cc\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627 \u0628\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u0641\u0627\u06cc\u0644 \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0646\u062f.  \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631\u060c \u0628\u0627\u06cc\u062f \u0628\u0627 \u0634\u0645\u0627\u0631\u0647 \u062a\u0645\u0627\u0633 \u0628\u06af\u06cc\u0631\u06cc\u062f <code>close()<\/code> \u0631\u0648\u0634.<\/p>\n<pre><code class=\"hljs\">myfile.close()\n<\/code><\/pre>\n<h4 id=\"readingafilelinebyline\">\u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u062e\u0637 \u0628\u0647 \u062e\u0637<\/h4>\n<p>\u0628\u0647 \u062c\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u062a\u0645\u0627\u0645 \u0645\u062d\u062a\u0648\u06cc\u0627\u062a \u0641\u0627\u06cc\u0644 \u06cc\u06a9\u062c\u0627\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0645\u062d\u062a\u0648\u06cc\u0627\u062a \u0641\u0627\u06cc\u0644 \u0631\u0627 \u062e\u0637 \u0628\u0647 \u062e\u0637 \u0646\u06cc\u0632 \u0628\u062e\u0648\u0627\u0646\u06cc\u0645.  \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631\u060c \u0628\u0627\u06cc\u062f \u0622\u0646 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u0645 <code>readlines()<\/code> \u0631\u0648\u0634\u060c \u06a9\u0647 \u0647\u0631 \u062e\u0637 \u062f\u0631 \u0641\u0627\u06cc\u0644 \u0645\u062a\u0646\u06cc \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0622\u06cc\u062a\u0645 \u0641\u0647\u0631\u0633\u062a \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f.<\/p>\n<pre><code class=\"hljs\">myfile = <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">\"D:\\myfile.txt\"<\/span>)\n<span class=\"hljs-built_in\">print<\/span>(myfile.readlines())\n<\/code><\/pre>\n<p>\u062f\u0631 \u062e\u0631\u0648\u062c\u06cc\u060c \u0647\u0631 \u062e\u0637 \u0631\u0627 \u062f\u0631 \u0641\u0627\u06cc\u0644 \u0645\u062a\u0646\u06cc \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0622\u06cc\u062a\u0645 \u0644\u06cc\u0633\u062a \u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u06cc\u062f:<\/p>\n<pre><code class=\"hljs\">('Welcome to Natural Language Processing\\n', 'It is one of the most exciting research areas as of today\\n', 'We will see how Python can be used to work with text files.')\n<\/code><\/pre>\n<p>\u062f\u0631 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0645\u0648\u0627\u0631\u062f \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0628\u0627 \u0645\u062a\u0646 \u0631\u0627 \u0622\u0633\u0627\u0646 \u062a\u0631 \u0645\u06cc \u06a9\u0646\u062f.  \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0647\u0631 \u062e\u0637 \u0648 print \u0627\u0648\u0644\u06cc\u0646 \u06a9\u0644\u0645\u0647 \u062f\u0631 \u0633\u0637\u0631<\/p>\n<pre><code class=\"hljs\">myfile = <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">\"D:\\myfile.txt\"<\/span>)\n<span class=\"hljs-keyword\">for<\/span> lines <span class=\"hljs-keyword\">in<\/span> myfile:\n    <span class=\"hljs-built_in\">print<\/span>(lines.split()(<span class=\"hljs-number\">0<\/span>))\n<\/code><\/pre>\n<p>\u062e\u0631\u0648\u062c\u06cc \u0628\u0647 \u0634\u06a9\u0644 \u0632\u06cc\u0631 \u0627\u0633\u062a:<\/p>\n<pre><code class=\"hljs\">Welcome\nIt\nWe\n<\/code><\/pre>\n<h3 id=\"writingtoatextfile\"><span class=\"ez-toc-section\" id=\"%d9%86%d9%88%d8%b4%d8%aa%d9%86_%d8%af%d8%b1_%db%8c%da%a9_%d9%81%d8%a7%db%8c%d9%84_%d9%85%d8%aa%d9%86%db%8c\"><\/span>\u0646\u0648\u0634\u062a\u0646 \u062f\u0631 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0645\u062a\u0646\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0631\u0627\u06cc \u0646\u0648\u0634\u062a\u0646 \u0631\u0648\u06cc \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0645\u062a\u0646\u06cc\u060c \u0641\u0642\u0637 \u0628\u0627\u06cc\u062f \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0631\u0627 \u0628\u0627 \u062d\u0627\u0644\u062a \u062a\u0646\u0638\u06cc\u0645 \u0634\u062f\u0647 \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f <code>w<\/code> \u06cc\u0627 <code>w+<\/code>.  \u0627\u0648\u0644\u06cc \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0631\u0627 \u062f\u0631 \u062d\u0627\u0644\u062a \u0646\u0648\u0634\u062a\u0646 \u0628\u0627\u0632 \u0645\u06cc \u06a9\u0646\u062f\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u062f\u0648\u0645\u06cc \u0641\u0627\u06cc\u0644 \u0631\u0627 \u062f\u0631 \u062d\u0627\u0644\u062a \u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0646\u0648\u0634\u062a\u0646 \u0628\u0627\u0632 \u0645\u06cc \u06a9\u0646\u062f.  \u0627\u06af\u0631 \u0641\u0627\u06cc\u0644 \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f\u060c \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u0634\u0648\u062f.  \u0630\u06a9\u0631 \u0627\u06cc\u0646 \u0646\u06a9\u062a\u0647 \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u06af\u0631 \u0641\u0627\u06cc\u0644\u06cc \u0631\u0627 \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0642\u0628\u0644\u0627\u064b \u062d\u0627\u0648\u06cc \u0645\u062a\u0646\u06cc \u0628\u0627 <code>w<\/code> \u06cc\u0627 <code>w+<\/code> \u062f\u0631 \u062d\u0627\u0644\u062a\u060c \u062a\u0645\u0627\u0645 \u0645\u062d\u062a\u0648\u06cc\u0627\u062a \u0641\u0627\u06cc\u0644 \u0645\u0648\u062c\u0648\u062f \u062d\u0630\u0641 \u062e\u0648\u0627\u0647\u062f \u0634\u062f\u060c \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u0632\u06cc\u0631 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<pre><code class=\"hljs\">myfile = <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">\"D:\\myfile.txt\"<\/span>, <span class=\"hljs-string\">'w+'<\/span>)\n<span class=\"hljs-built_in\">print<\/span>(myfile.read())\n<\/code><\/pre>\n<p>\u062f\u0631 \u062e\u0631\u0648\u062c\u06cc\u060c \u0686\u06cc\u0632\u06cc \u0686\u0627\u067e \u0646\u0634\u062f\u0647 \u0646\u0645\u06cc \u0628\u06cc\u0646\u06cc\u062f \u0631\u0648\u06cc \u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0641\u0627\u06cc\u0644 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <code>w+<\/code> \u062d\u0627\u0644\u062a\u060c \u062a\u0645\u0627\u0645 \u0645\u062d\u062a\u0648\u06cc\u0627\u062a \u0641\u0627\u06cc\u0644 \u062d\u0630\u0641 \u0634\u062f\u0647 \u0627\u0633\u062a.  \u0627\u06af\u0631 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u062f \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0645\u0631 \u0627\u062c\u062a\u0646\u0627\u0628 \u06a9\u0646\u06cc\u062f\u060c \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u062f \u0628\u0647 \u062c\u0627\u06cc \u0622\u0646 \u0645\u062a\u0646\u06cc \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f\u060c \u06a9\u0647 \u062f\u0631 \u0632\u06cc\u0631 \u0646\u06cc\u0632 \u0622\u0646 \u0631\u0627 \u067e\u0648\u0634\u0634 \u0645\u06cc\u200c\u062f\u0647\u0645.<\/p>\n<p>\u062d\u0627\u0644\u0627 \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0645\u0642\u062f\u0627\u0631\u06cc \u0645\u062d\u062a\u0648\u0627 \u062f\u0631 \u0641\u0627\u06cc\u0644 \u0628\u0646\u0648\u06cc\u0633\u06cc\u0645 <code>write()<\/code> \u0631\u0648\u0634.<\/p>\n<pre><code class=\"hljs\">myfile = <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">\"D:\\myfile.txt\"<\/span>, <span class=\"hljs-string\">'w+'<\/span>)\n<span class=\"hljs-built_in\">print<\/span>(myfile.read())\nmyfile.write(<span class=\"hljs-string\">\"The file has been rewritten\"<\/span>)\nmyfile.seek(<span class=\"hljs-number\">0<\/span>)\n<span class=\"hljs-built_in\">print<\/span>(myfile.read())\n<\/code><\/pre>\n<p>\u062f\u0631 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0628\u0627\u0644\u0627\u060c \u0645\u062a\u0646\u06cc \u0631\u0627 \u062f\u0631 \u0641\u0627\u06cc\u0644 \u0645\u06cc \u0646\u0648\u06cc\u0633\u06cc\u0645 \u0648 \u0633\u067e\u0633 \u0622\u0646 \u0631\u0627 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645 <code>seek()<\/code> \u0631\u0648\u0634\u06cc \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u06a9\u0627\u0646 \u0646\u0645\u0627 \u0628\u0647 \u0634\u0631\u0648\u0639 \u0648 \u0633\u067e\u0633 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc <code>read<\/code> \u0631\u0648\u0634 \u062e\u0648\u0627\u0646\u062f\u0646 \u0645\u062d\u062a\u0648\u06cc\u0627\u062a \u0641\u0627\u06cc\u0644  \u062f\u0631 \u062e\u0631\u0648\u062c\u06cc\u060c \u0645\u062d\u062a\u0648\u0627\u06cc \u062c\u062f\u06cc\u062f \u0627\u0636\u0627\u0641\u0647 \u0634\u062f\u0647 \u0631\u0627 \u0645\u0637\u0627\u0628\u0642 \u0634\u06a9\u0644 \u0632\u06cc\u0631 \u0645\u0634\u0627\u0647\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f:<\/p>\n<pre><code class=\"hljs\">The file has been rewritten\n<\/code><\/pre>\n<p>\u0627\u063a\u0644\u0628 \u0627\u0648\u0642\u0627\u062a\u060c \u0634\u0645\u0627 \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 \u067e\u0627\u06a9 \u06a9\u0631\u062f\u0646 \u0645\u062d\u062a\u0648\u06cc\u0627\u062a \u0645\u0648\u062c\u0648\u062f \u0641\u0627\u06cc\u0644 \u0646\u062f\u0627\u0631\u06cc\u062f.  \u0628\u0644\u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0644\u0627\u0632\u0645 \u0628\u0627\u0634\u062f \u0645\u062d\u062a\u0648\u06cc\u0627\u062a \u0631\u0627 \u062f\u0631 \u0627\u0646\u062a\u0647\u0627\u06cc \u0641\u0627\u06cc\u0644 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631\u060c \u0628\u0627\u06cc\u062f \u0641\u0627\u06cc\u0644 \u0631\u0627 \u0628\u0627 <code>a+<\/code> \u062d\u0627\u0644\u062a\u06cc \u06a9\u0647 \u0628\u0647 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u0628\u0639\u0644\u0627\u0648\u0647 \u062e\u0648\u0627\u0646\u062f\u0646 \u0627\u0634\u0627\u0631\u0647 \u062f\u0627\u0631\u062f.<\/p>\n<p>\u062f\u0648\u0628\u0627\u0631\u0647 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0628\u0627 \u0645\u062d\u062a\u0648\u0627\u06cc \u0632\u06cc\u0631 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u06cc\u062f <code>myfile.txt<\/code> \u062f\u0631 <code>D<\/code> \u0641\u0647\u0631\u0633\u062a \u0631\u0627\u0647\u0646\u0645\u0627:<\/p>\n<pre><code class=\"hljs\">Welcome to Natural Language Processing\nIt is one of the most exciting research areas as of today\nWe will see how Python can be used to work with text files.\n<\/code><\/pre>\n<p>\u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0632\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0627\u0632 \u06a9\u0631\u062f\u0646 \u0641\u0627\u06cc\u0644 \u0628\u0627 \u062d\u0627\u0644\u062a \u0627\u0644\u062d\u0627\u0642 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<pre><code class=\"hljs\">myfile = <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">\"D:\\myfile.txt\"<\/span>, <span class=\"hljs-string\">'a+'<\/span>)\nmyfile.seek(<span class=\"hljs-number\">0<\/span>)\n<span class=\"hljs-built_in\">print<\/span>(myfile.read())\n<\/code><\/pre>\n<p>\u062f\u0631 \u062e\u0631\u0648\u062c\u06cc \u0645\u062d\u062a\u0648\u06cc\u0627\u062a \u0641\u0627\u06cc\u0644 \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f.<\/p>\n<p>\u0628\u0639\u062f\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0645\u062a\u0646\u06cc \u0631\u0627 \u0628\u0647 \u0641\u0627\u06cc\u0644 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u0645.<\/p>\n<pre><code class=\"hljs\">myfile.write(<span class=\"hljs-string\">\"\\nThis is a new line\"<\/span>)\n<\/code><\/pre>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u062f\u0648\u0628\u0627\u0631\u0647 \u0645\u062d\u062a\u0648\u06cc\u0627\u062a \u0641\u0627\u06cc\u0644 \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\">myfile.seek(<span class=\"hljs-number\">0<\/span>)\n<span class=\"hljs-built_in\">print<\/span>(myfile.read())\n<\/code><\/pre>\n<p>\u062f\u0631 \u062e\u0631\u0648\u062c\u06cc\u060c \u062e\u0637 \u062c\u062f\u06cc\u062f \u0627\u0644\u062d\u0627\u0642 \u0634\u062f\u0647 \u0631\u0627 \u062f\u0631 \u0627\u0646\u062a\u0647\u0627\u06cc \u0645\u062a\u0646 \u0645\u0627\u0646\u0646\u062f \u0634\u06a9\u0644 \u0632\u06cc\u0631 \u0645\u0634\u0627\u0647\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f:<\/p>\n<pre><code class=\"hljs\">Welcome to Natural Language Processing\nIt is one of the most exciting research areas as of today\nWe will see how Python can be used to work with text files.\nThis is a new line\n<\/code><\/pre>\n<p>\u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0642\u0628\u0644 \u0627\u0632 \u062d\u0631\u06a9\u062a \u0631\u0648\u06cc \u0628\u0647 \u0628\u062e\u0634 \u0628\u0639\u062f\u06cc\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0628\u06cc\u0646\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0632 Context Manager \u0628\u0631\u0627\u06cc \u0628\u0633\u062a\u0646 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0641\u0627\u06cc\u0644 \u067e\u0633 \u0627\u0632 \u0627\u0646\u062c\u0627\u0645 \u0639\u0645\u0644\u06cc\u0627\u062a \u0645\u0648\u0631\u062f \u0646\u0638\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f.<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">with<\/span> <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">\"D:\\myfile.txt\"<\/span>) <span class=\"hljs-keyword\">as<\/span> myfile:\n    <span class=\"hljs-built_in\">print<\/span>(myfile.read())\n<\/code><\/pre>\n<p>\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <code>with<\/code> \u06a9\u0644\u0645\u0647 \u06a9\u0644\u06cc\u062f\u06cc\u060c \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u0628\u0627\u0644\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 \u0628\u0633\u062a\u0646 \u0635\u0631\u06cc\u062d \u0641\u0627\u06cc\u0644 \u0646\u062f\u0627\u0631\u06cc\u062f.  \u0628\u0644\u06a9\u0647 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0641\u0648\u0642 \u0641\u0627\u06cc\u0644 \u0631\u0627 \u0628\u0627\u0632 \u0645\u06cc \u06a9\u0646\u062f\u060c \u0645\u062d\u062a\u0648\u06cc\u0627\u062a \u0622\u0646 \u0631\u0627 \u0645\u06cc \u062e\u0648\u0627\u0646\u062f \u0648 \u0633\u067e\u0633 \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0648\u062f\u06a9\u0627\u0631 \u0622\u0646 \u0631\u0627 \u0645\u06cc \u0628\u0646\u062f\u062f.<\/p>\n<h2 id=\"workingwithpdffiles\"><span class=\"ez-toc-section\" id=\"%da%a9%d8%a7%d8%b1_%d8%a8%d8%a7_%d9%81%d8%a7%db%8c%d9%84_%d9%87%d8%a7%db%8c_pdf\"><\/span>\u06a9\u0627\u0631 \u0628\u0627 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc PDF<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u0645\u062a\u0646\u06cc\u060c \u0627\u063a\u0644\u0628 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0648\u0638\u0627\u06cc\u0641 \u0645\u062e\u062a\u0644\u0641 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc\u060c \u0646\u06cc\u0627\u0632 \u0628\u0647 \u06a9\u0627\u0631 \u0628\u0627 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc PDF \u062f\u0627\u0631\u06cc\u0645.  \u0628\u0647 \u0637\u0648\u0631 \u067e\u06cc\u0634 \u0641\u0631\u0636\u060c \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0627 \u0647\u06cc\u0686 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062f\u0627\u062e\u0644\u06cc \u06a9\u0647 \u0628\u062a\u0648\u0627\u0646 \u0627\u0632 \u0622\u0646 \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u0627 \u0646\u0648\u0634\u062a\u0646 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc PDF \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u060c \u0627\u0631\u0627\u0626\u0647 \u0646\u0645\u06cc \u0634\u0648\u062f.  \u0628\u0644\u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0632 <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/pythonhosted.org\/PyPDF2\/\" class=\"broken_link\">PyPDF2<\/a> \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647<\/p>\n<p>\u0642\u0628\u0644 \u0627\u0632 \u0627\u06cc\u0646\u06a9\u0647 \u0628\u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 PyPDF2 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645\u060c \u0628\u0627\u06cc\u062f \u0622\u0646 \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u0645.  \u0627\u06af\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f pip \u0646\u0635\u0628 \u06a9\u0646\u0646\u062f\u0647\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 PyPDF2 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n<pre><code class=\"hljs\">$ pip install PyPDF2\n<\/code><\/pre>\n<p>\u0627\u0632 \u0637\u0631\u0641 \u062f\u06cc\u06af\u0631\u060c \u0627\u06af\u0631 \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0632 \u0645\u062d\u06cc\u0637 Anaconda \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u062f\u0631 \u062e\u0637 \u0641\u0631\u0645\u0627\u0646 conda \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<pre><code class=\"hljs\">$ conda install -c conda-forge pypdf2\n<\/code><\/pre>\n<p><strong>\u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f<\/strong>: \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0630\u06a9\u0631 \u0627\u06cc\u0646 \u0646\u06a9\u062a\u0647 \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u06cc\u06a9 \u0633\u0646\u062f PDF \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u0645\u062e\u062a\u0644\u0641\u06cc \u0645\u0627\u0646\u0646\u062f \u0627\u0633\u0646\u0627\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0644\u0645\u0647\u060c \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648 &#8230; \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0641\u0642\u0637 \u0628\u0647 \u0627\u0633\u0646\u0627\u062f PDF \u0627\u06cc\u062c\u0627\u062f \u0634\u062f\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0648\u0627\u0698\u0647 \u067e\u0631\u062f\u0627\u0632 \u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u06cc\u0645.  \u0628\u0631\u0627\u06cc \u0627\u0633\u0646\u0627\u062f PDF \u0627\u06cc\u062c\u0627\u062f \u0634\u062f\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631\u060c \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc \u062f\u06cc\u06af\u0631\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u062f\u0631 \u0645\u0642\u0627\u0644\u0647 \u0628\u0639\u062f\u06cc \u062a\u0648\u0636\u06cc\u062d \u062e\u0648\u0627\u0647\u0645 \u062f\u0627\u062f.  \u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631\u060c \u0645\u0627 \u0641\u0642\u0637 \u0628\u0627 \u0627\u0633\u0646\u0627\u062f PDF \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u0631\u062f\u0627\u0632\u0634\u06af\u0631\u0647\u0627\u06cc \u06a9\u0644\u0645\u0647 \u06a9\u0627\u0631 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.<\/p>\n<p>\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0633\u0646\u062f \u0633\u0627\u062e\u062a\u06af\u06cc \u0628\u0631\u0627\u06cc \u0628\u0627\u0632\u06cc \u06a9\u0631\u062f\u0646\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f PDF \u0631\u0627 \u0627\u0632 \u0627\u06cc\u0646 \u0644\u06cc\u0646\u06a9 \u062f\u0627\u0646\u0644\u0648\u062f \u06a9\u0646\u06cc\u062f:<\/p>\n<p><a rel=\"nofollow noopener\" target=\"_blank\" href=\"http:\/\/www.bavtailor.com\/wp-content\/uploads\/2018\/10\/Lorem-Ipsum.pdf\" class=\"broken_link\">http:\/\/www.bavtailor.com\/wp-content\/uploads\/2018\/10\/Lorem-Ipsum.pdf<\/a><\/p>\n<p>\u062f\u0627\u0646\u0644\u0648\u062f \u0633\u0646\u062f \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062d\u0644\u06cc \u062f\u0631 root \u0627\u0632 \u062f\u0631\u0627\u06cc\u0648 &#8220;D&#8221;.<\/p>\n<h3 id=\"readingapdfdocument\"><span class=\"ez-toc-section\" id=\"%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_%db%8c%da%a9_%d8%b3%d9%86%d8%af_pdf\"><\/span>\u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0633\u0646\u062f PDF<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0633\u0646\u062f PDF \u0627\u0628\u062a\u062f\u0627 \u0628\u0627\u06cc\u062f \u0622\u0646 \u0631\u0627 \u0645\u0627\u0646\u0646\u062f \u0647\u0631 \u0641\u0627\u06cc\u0644 \u0645\u0639\u0645\u0648\u0644\u06cc \u0628\u0627\u0632 \u06a9\u0646\u06cc\u0645.  \u0628\u0647 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0632\u06cc\u0631 \u0646\u06af\u0627\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> PyPDF2\nmypdf = <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'D:\\Lorem-Ipsum.pdf'<\/span>, mode=<span class=\"hljs-string\">'rb'<\/span>)\n<\/code><\/pre>\n<p>\u0630\u06a9\u0631 \u0627\u06cc\u0646 \u0646\u06a9\u062a\u0647 \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0647\u0646\u06af\u0627\u0645 \u0628\u0627\u0632 \u06a9\u0631\u062f\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 PDF\u060c \u062d\u0627\u0644\u062a \u0628\u0627\u06cc\u062f \u0631\u0648\u06cc \u0622\u0646 \u062a\u0646\u0638\u06cc\u0645 \u0634\u0648\u062f <code>rb<\/code>\u060c \u06a9\u0647 \u0645\u062e\u0641\u0641 &#8220;\u062e\u0648\u0627\u0646\u062f\u0646 \u0628\u0627\u06cc\u0646\u0631\u06cc&#8221; \u0627\u0633\u062a \u0632\u06cc\u0631\u0627 \u0627\u06a9\u062b\u0631 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc PDF \u062f\u0631 \u0641\u0631\u0645\u062a \u0628\u0627\u06cc\u0646\u0631\u06cc \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p>\u067e\u0633 \u0627\u0632 \u0628\u0627\u0632 \u0634\u062f\u0646 \u0641\u0627\u06cc\u0644\u060c \u0628\u0627\u06cc\u062f \u0628\u0627 \u0622\u0646 \u062a\u0645\u0627\u0633 \u0628\u06af\u06cc\u0631\u06cc\u0645 <code>PdfFileReader()<\/code> \u0639\u0645\u0644\u06a9\u0631\u062f \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 PyPDF2\u060c \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u0632\u06cc\u0631 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<pre><code class=\"hljs\">pdf_document = PyPDF2.PdfFileReader(mypdf)\n<\/code><\/pre>\n<p>\u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <code>pdf_document<\/code> \u0645\u062a\u063a\u06cc\u0631\u060c \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0646\u0648\u0627\u0639 \u062a\u0648\u0627\u0628\u0639 \u062e\u0648\u0627\u0646\u062f\u0646 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u0645.  \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0628\u0631\u0627\u06cc \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 \u062a\u0639\u062f\u0627\u062f \u06a9\u0644 \u0635\u0641\u062d\u0627\u062a \u062f\u0631 \u0633\u0646\u062f PDF\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645 <code>numPages<\/code> \u0635\u0641\u062a:<\/p>\n<pre><code class=\"hljs\">pdf_document.numPages\n<\/code><\/pre>\n<p>\u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u0627 \u0641\u0642\u0637 \u06cc\u06a9 1 \u062f\u0627\u0631\u06cc\u0645 page\u060c \u062f\u0631 \u0633\u0646\u062f PDF \u0645\u0627\u060c 1 \u0631\u0627 \u062f\u0631 \u062e\u0631\u0648\u062c\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u06cc\u062f.<\/p>\n<p>\u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u062a\u0646 \u0627\u0632 \u0633\u0646\u062f PDF\u060c \u0627\u0628\u062a\u062f\u0627 \u0628\u0627\u06cc\u062f \u0622\u0646 \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u062f page \u0633\u0646\u062f PDF \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <code>getPage()<\/code> \u062a\u0627\u0628\u0639.<\/p>\n<p>\u0628\u0639\u062f\u060c \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062a\u0645\u0627\u0633 \u0628\u06af\u06cc\u0631\u06cc\u062f <code>extractText()<\/code> \u062a\u0627\u0628\u0639 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u062a\u0646 \u0627\u0632 \u0622\u0646 \u062e\u0627\u0635 \u0627\u0633\u062a page.<\/p>\n<p>\u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0632\u06cc\u0631 \u0645\u062a\u0646 \u0631\u0627 \u0627\u0632 \u0645\u062a\u0646 \u0627\u0648\u0644 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u06cc \u06a9\u0646\u062f page PDF \u0648 \u0633\u067e\u0633 \u0622\u0646 \u0631\u0627 \u0686\u0627\u067e \u0645\u06cc \u06a9\u0646\u062f \u0631\u0648\u06cc \u0631\u0627 console.<\/p>\n<pre><code class=\"hljs\">first_page = pdf_document.getPage(<span class=\"hljs-number\">0<\/span>)\n\n<span class=\"hljs-built_in\">print<\/span>(first_page.extractText())\n<\/code><\/pre>\n<p>\u062f\u0631 \u062e\u0631\u0648\u062c\u06cc \u0628\u0627\u06cc\u062f \u0645\u062a\u0646 \u0631\u0627 \u0627\u0632 \u0627\u0648\u0644 \u0628\u0628\u06cc\u0646\u06cc\u062f page \u0627\u0632 PDF.<\/p>\n<h3 id=\"writingtoapdfdocument\"><span class=\"ez-toc-section\" id=\"%d9%86%d9%88%d8%b4%d8%aa%d9%86_%d8%af%d8%b1_%db%8c%da%a9_%d8%b3%d9%86%d8%af_pdf\"><\/span>\u0646\u0648\u0634\u062a\u0646 \u062f\u0631 \u06cc\u06a9 \u0633\u0646\u062f PDF<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 PyPDF2 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0641\u0648\u0646\u062a \u0647\u0627 \u0648 \u0633\u0627\u06cc\u0631 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0647\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0646\u0648\u0634\u062a\u0646 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0631\u0634\u062a\u0647 \u0647\u0627\u06cc Python \u062f\u0631 \u0627\u0633\u0646\u0627\u062f PDF \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0631\u062f.  \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0628\u0631\u0627\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646\u060c \u0645\u0627 \u0645\u0637\u0627\u0644\u0628 \u0631\u0627 \u0627\u0632 \u0633\u0646\u062f PDF \u062e\u0648\u062f \u0645\u06cc \u062e\u0648\u0627\u0646\u06cc\u0645 \u0648 \u0633\u067e\u0633 \u0622\u0646 \u0645\u062d\u062a\u0648\u0627 \u0631\u0627 \u062f\u0631 \u0641\u0627\u06cc\u0644 PDF \u062f\u06cc\u06af\u0631\u06cc \u06a9\u0647 \u0627\u06cc\u062c\u0627\u062f \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f\u060c \u0645\u06cc \u0646\u0648\u06cc\u0633\u06cc\u0645.<\/p>\n<p>\u0627\u0628\u062a\u062f\u0627 \u0645\u0637\u0627\u0644\u0628 \u0627\u0648\u0644\u06cc \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u0645 page \u0633\u0646\u062f PDF \u0645\u0627<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> PyPDF2\n\nmypdf = <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'D:\\Lorem-Ipsum.pdf'<\/span>, mode=<span class=\"hljs-string\">'rb'<\/span>)\npdf_document = PyPDF2.PdfFileReader(mypdf)\npdf_document.numPages\n\npage_one = pdf_document.getPage(<span class=\"hljs-number\">0<\/span>)\n<\/code><\/pre>\n<p>\u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0628\u0627\u0644\u0627 \u0627\u0648\u0644\u06cc\u0646 \u0645\u0648\u0631\u062f \u0631\u0627 \u0645\u06cc \u062e\u0648\u0627\u0646\u062f page \u0633\u0646\u062f PDF \u0645\u0627  \u062d\u0627\u0644\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0645\u0637\u0627\u0644\u0628 \u0631\u0627 \u0627\u0632 \u0627\u0648\u0644 \u0628\u0646\u0648\u06cc\u0633\u06cc\u0645 page \u0628\u0647 \u06cc\u06a9 \u0633\u0646\u062f PDF \u062c\u062f\u06cc\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0632\u06cc\u0631:<\/p>\n<pre><code class=\"hljs\">pdf_document_writer = PyPDF2.PdfFileWriter()\n<\/code><\/pre>\n<p>\u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0628\u0627\u0644\u0627 \u06cc\u06a9 \u0634\u06cc \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0632 \u0622\u0646 \u0628\u0631\u0627\u06cc \u0646\u0648\u0634\u062a\u0646 \u0645\u062d\u062a\u0648\u0627 \u062f\u0631 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 PDF \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f.  \u0627\u0628\u062a\u062f\u0627 \u0627\u0644\u0641 \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 page \u0628\u0647 \u0627\u06cc\u0646 \u0634\u06cc \u0648 \u0627\u0631\u0633\u0627\u0644 \u0622\u0646 page \u06a9\u0647 \u0627\u0632 \u067e\u06cc \u062f\u06cc \u0627\u0641 \u062f\u06cc\u06af\u0631 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0631\u062f\u06cc\u0645.<\/p>\n<pre><code class=\"hljs\">pdf_document_writer.addPage(page_one)\n<\/code><\/pre>\n<p>\u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u060c \u0628\u0627\u06cc\u062f \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u062c\u062f\u06cc\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0628\u0627\u0632 \u06a9\u0646\u06cc\u0645 <code>wb<\/code> \u0645\u062c\u0648\u0632\u0647\u0627\u06cc (\u062f\u0648\u062f\u0648\u06cc\u06cc \u0628\u0646\u0648\u06cc\u0633\u06cc\u062f).  \u0628\u0627\u0632 \u06a9\u0631\u062f\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0628\u0627 \u0686\u0646\u06cc\u0646 \u0645\u062c\u0648\u0632\u0647\u0627\u06cc\u06cc\u060c \u062f\u0631 \u0635\u0648\u0631\u062a\u06cc \u06a9\u0647 \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f\u060c \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u062c\u062f\u06cc\u062f \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<pre><code class=\"hljs\">pdf_output_file = <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'new_pdf_file.pdf'<\/span>, <span class=\"hljs-string\">'wb'<\/span>)\n<\/code><\/pre>\n<p>\u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0645\u0627 \u0628\u0627\u06cc\u062f \u0628\u0627 \u0622\u0646 \u062a\u0645\u0627\u0633 \u0628\u06af\u06cc\u0631\u06cc\u0645 <code>write()<\/code> \u0631\u0648\u0634 \u0631\u0648\u06cc PDF writer \u0631\u0627 \u0634\u06cc\u0621 \u06a9\u0631\u062f\u0647 \u0648 \u0641\u0627\u06cc\u0644 \u062c\u062f\u06cc\u062f \u0627\u06cc\u062c\u0627\u062f \u0634\u062f\u0647 \u0631\u0627 \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u06cc\u062f.<\/p>\n<pre><code class=\"hljs\">pdf_document_writer.write(pdf_output_file)\n<\/code><\/pre>\n<p>\u0647\u0631 \u062f\u0648 \u0631\u0627 \u0628\u0628\u0646\u062f\u06cc\u062f <code>mypdf<\/code> \u0648 <code>pdf_output_file<\/code> \u0641\u0627\u06cc\u0644 \u0647\u0627 \u0648 \u0628\u0647 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u06a9\u0627\u0631\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0631\u0648\u06cc\u062f.  \u0634\u0645\u0627 \u0628\u0627\u06cc\u062f \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u062c\u062f\u06cc\u062f \u0628\u0628\u06cc\u0646\u06cc\u062f <code>new_pdf_file.pdf<\/code> \u062f\u0631 \u0648\u06cc\u0631\u0627\u06cc\u0634\u06af\u0631 \u0634\u0645\u0627  \u0641\u0627\u06cc\u0644 \u0631\u0627 \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f \u0648 \u0628\u0628\u06cc\u0646\u06cc\u062f \u06a9\u0647 \u062d\u0627\u0648\u06cc \u0645\u062d\u062a\u0648\u06cc\u0627\u062a \u0627\u0648\u0644 \u0627\u0633\u062a page \u0627\u0632 PDF \u0627\u0635\u0644\u06cc \u0645\u0627.<\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0633\u0639\u06cc \u06a9\u0646\u06cc\u0645 \u0645\u062d\u062a\u0648\u06cc\u0627\u062a \u0633\u0646\u062f PDF \u062a\u0627\u0632\u0647 \u0627\u06cc\u062c\u0627\u062f \u0634\u062f\u0647 \u062e\u0648\u062f \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> PyPDF2\n\nmypdf = <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">r'C:\\Users\\Admin\\new_pdf_file.pdf'<\/span>, mode=<span class=\"hljs-string\">'rb'<\/span>)\n\npdf_document = PyPDF2.PdfFileReader(mypdf)\npdf_document.numPages\npage_one = pdf_document.getPage(<span class=\"hljs-number\">0<\/span>)\n\n<span class=\"hljs-built_in\">print<\/span>(page_one.extractText())\n<\/code><\/pre>\n<p>\u062d\u0627\u0644\u0627 \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0627 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 PDF \u0628\u0632\u0631\u06af\u062a\u0631 \u06a9\u0627\u0631 \u06a9\u0646\u06cc\u0645.  \u0641\u0627\u06cc\u0644 \u067e\u06cc \u062f\u06cc \u0627\u0641 \u0631\u0627 \u0627\u0632 \u0627\u06cc\u0646 \u0644\u06cc\u0646\u06a9 \u062f\u0627\u0646\u0644\u0648\u062f \u06a9\u0646\u06cc\u062f:<\/p>\n<p><a rel=\"nofollow noopener\" target=\"_blank\" href=\"http:\/\/ctan.math.utah.edu\/ctan\/tex-archive\/macros\/latex\/contrib\/lipsum\/lipsum.pdf\">http:\/\/ctan.math.utah.edu\/ctan\/tex-archive\/macros\/latex\/contrib\/lipsum\/lipsum.pdf<\/a><\/p>\n<p>\u0622\u0646 \u0631\u0627 \u062f\u0631 \u0641\u0647\u0631\u0633\u062a \u0645\u062d\u0644\u06cc \u062e\u0648\u062f \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u06cc\u062f.  \u0646\u0627\u0645 \u0641\u0627\u06cc\u0644 \u062f\u0627\u0646\u0644\u0648\u062f \u0634\u062f\u0647 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f <code>lipsum.pdf<\/code>.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0645\u0634\u0627\u0647\u062f\u0647 \u062a\u0639\u062f\u0627\u062f \u0635\u0641\u062d\u0627\u062a \u0641\u0627\u06cc\u0644 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> PyPDF2\n\nmypdf = <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">r'D:\\lipsum.pdf'<\/span>, mode=<span class=\"hljs-string\">'rb'<\/span>)\npdf_document = PyPDF2.PdfFileReader(mypdf)\npdf_document.numPages\n<\/code><\/pre>\n<p>\u062f\u0631 \u062e\u0631\u0648\u062c\u06cc\u060c 87 \u0635\u0641\u062d\u0647 \u0686\u0627\u067e \u0634\u062f\u0647 \u0631\u0627 \u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u06cc\u062f \u0632\u06cc\u0631\u0627 87 \u0635\u0641\u062d\u0647 \u062f\u0631 PDF \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f.  \u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u06cc\u062f print \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0627\u062a \u0633\u0646\u062f \u0631\u0648\u06cc \u0631\u0627 console:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> PyPDF2\n\nmypdf = <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">r'D:\\lipsum.pdf'<\/span>, mode=<span class=\"hljs-string\">'rb'<\/span>)\npdf_document = PyPDF2.PdfFileReader(mypdf)\n\n<span class=\"hljs-keyword\">for<\/span> i <span class=\"hljs-keyword\">in<\/span> <span class=\"hljs-built_in\">range<\/span>(pdf_document.numPages):\n    page_to_print = pdf_document.getPage(i)\n    <span class=\"hljs-built_in\">print<\/span>(page_to_print.extractText())\n<\/code><\/pre>\n<p>\u062f\u0631 \u062e\u0631\u0648\u062c\u06cc\u060c \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0627\u062a \u0633\u0646\u062f PDF \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0686\u0627\u067e \u0634\u062f\u0647 \u0645\u0634\u0627\u0647\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f \u0631\u0648\u06cc \u0635\u0641\u062d\u0647 \u0646\u0645\u0627\u06cc\u0634<\/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>\u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0646\u0648\u0634\u062a\u0646 \u0627\u0633\u0646\u0627\u062f \u0645\u062a\u0646\u06cc \u06cc\u06a9 \u06af\u0627\u0645 \u0627\u0633\u0627\u0633\u06cc \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0627\u0633\u062a.  \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u062a\u0648\u0636\u06cc\u062d \u062f\u0627\u062f\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0627 \u0645\u062a\u0646 \u0648 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc PDF \u06a9\u0627\u0631 \u06a9\u0646\u06cc\u0645.  \u0631\u0648\u0634 \u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0646\u0648\u0634\u062a\u0646 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u0645\u062a\u0646\u06cc \u0648 PDF \u0631\u0627 \u062f\u06cc\u062f\u06cc\u0645.<\/p>\n<p>\u062f\u0631 \u0645\u0642\u0627\u0644\u0647 \u0628\u0639\u062f\u06cc\u060c \u0645\u0627 \u0628\u062d\u062b \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0645\u0648\u0631\u062f \u0686\u0646\u062f \u06a9\u0627\u0631 \u062f\u06cc\u06af\u0631 NLP \u0645\u0627\u0646\u0646\u062f stemming\u060c lemmatization\u060c tokenization \u0628\u0627 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 spaCy \u0622\u063a\u0627\u0632 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.<\/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 1403-01-24 07:23:03<br \/>\n<\/p>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-center kksr-valign-bottom\"\n    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style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 24px;\">\n            <span class=\"kksr-muted\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628<\/span>\n    <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p><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\"> 8<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span>\u0627\u06cc\u0646 \u0627\u0648\u0644\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0627\u0632 \u0633\u0631\u06cc \u0645\u0642\u0627\u0644\u0627\u062a \u0645\u0646 \u0627\u0633\u062a \u0631\u0648\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc (NLP). \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0627 \u0627\u0635\u0648\u0644 \u0627\u0648\u0644\u06cc\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc NLP \u0634\u0631\u0648\u0639 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u06cc\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0627 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u0645\u062a\u0646\u06cc \u0633\u0627\u062f\u0647 \u0648 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc PDF \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06a9\u0627\u0631 \u06a9\u0646\u06cc\u0645. \u06a9\u0627\u0631 \u0628\u0627 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc 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[&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":9162,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1743,620],"tags":[],"class_list":["post-16378","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python","category-programming"],"acf":[],"_links":{"self":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/16378","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/comments?post=16378"}],"version-history":[{"count":0,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/16378\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media\/9162"}],"wp:attachment":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media?parent=16378"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/categories?post=16378"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/tags?post=16378"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}