{"id":15574,"date":"2024-01-14T04:35:11","date_gmt":"2024-01-14T01:05:11","guid":{"rendered":"https:\/\/rasanegar.com\/blog\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-xml-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/"},"modified":"2024-01-14T04:35:11","modified_gmt":"2024-01-14T01:05:11","slug":"%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-xml-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7","status":"publish","type":"post","link":"https:\/\/rasanegaar.com\/blog\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-xml-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/","title":{"rendered":"\u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0646\u0648\u0634\u062a\u0646 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc XML \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627"},"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\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-xml-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/#%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\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-xml-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/#%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_xml_%d8%a8%d8%a7_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\" >\u062e\u0648\u0627\u0646\u062f\u0646 XML \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-xml-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/#%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_%d8%a8%d8%a7_xmletreeelementtree\" >\u062e\u0648\u0627\u0646\u062f\u0646 \u0628\u0627 xml.etree.ElementTree<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-xml-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/#%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_%d8%a8%d8%a7_lxml\" >\u062e\u0648\u0627\u0646\u062f\u0646 \u0628\u0627 lxml<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-xml-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/#%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_%d8%a8%d8%a7_xmltodict\" >\u062e\u0648\u0627\u0646\u062f\u0646 \u0628\u0627 xmltodict<\/a><\/li><\/ul><\/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\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-xml-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/#%d9%86%d9%88%d8%b4%d8%aa%d9%86_xml_%d8%a8%d8%a7_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\" >\u0646\u0648\u0634\u062a\u0646 XML \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-xml-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/#%d9%86%d9%88%d8%b4%d8%aa%d9%86_%d8%a8%d8%a7_%d8%aa%d9%88%da%a9%d8%a7%d8%b1_%d9%86%d9%88%d8%b4%d8%aa%d9%86_%d8%aa%d8%a7%d8%a8%d8%b9\" >\u0646\u0648\u0634\u062a\u0646 \u0628\u0627 \u062a\u0648\u06a9\u0627\u0631 \u0646\u0648\u0634\u062a\u0646() \u062a\u0627\u0628\u0639<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-xml-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/#%d9%86%d9%88%d8%b4%d8%aa%d9%86_%d9%81%d8%a7%db%8c%d9%84_%d9%87%d8%a7%db%8c_xml_%d8%a8%d8%a7_xmletreeelementtree\" >\u0646\u0648\u0634\u062a\u0646 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc XML \u0628\u0627 xml.etree.ElementTree<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-xml-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/#%d9%86%d9%88%d8%b4%d8%aa%d9%86_%d9%81%d8%a7%db%8c%d9%84_%d9%87%d8%a7%db%8c_xml_%d8%a8%d8%a7_lxml\" >\u0646\u0648\u0634\u062a\u0646 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc XML \u0628\u0627 lxml<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-xml-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/#%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\"> 6<\/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>XML (Extensible Markup Language) \u06cc\u06a9 \u0632\u0628\u0627\u0646 \u0646\u0634\u0627\u0646\u0647 \u06af\u0630\u0627\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0633\u0627\u062e\u062a \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.  \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u0639\u0645\u0644\u06a9\u0631\u062f\u0647\u0627\u06cc\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646\/\u0646\u0648\u0634\u062a\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u06a9\u062b\u0631 \u0627\u0646\u0648\u0627\u0639 \u0641\u0627\u06cc\u0644 \u0647\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0645\u062b\u0644\u0627\u064b \u0634\u0627\u0645\u0644 \u0645\u06cc \u0634\u0648\u062f <code>read_csv()<\/code> \u0648 <code>to_csv()<\/code> \u0628\u0631\u0627\u06cc \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc CSV  \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c Pandas \u0647\u06cc\u0686 \u0631\u0648\u0634\u06cc \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0646\u0648\u0634\u062a\u0646 \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc XML \u0646\u062f\u0627\u0631\u062f.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u0646\u06af\u0627\u0647\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u0634\u062a \u0628\u0647 \u0627\u06cc\u0646\u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0632 \u0645\u0627\u0698\u0648\u0644\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0632 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 XML \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645 \u0648 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u062f\u0631 Pandas DataFrame \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u06a9\u0646\u06cc\u0645.  \u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0627\u0632 \u06cc\u06a9 Pandas DataFrame \u0645\u06cc\u200c\u06af\u06cc\u0631\u06cc\u0645 \u0648 \u062f\u0631 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 XML \u0645\u06cc\u200c\u0646\u0648\u06cc\u0633\u06cc\u0645.<\/p>\n<h2 id=\"readingxmlwithpandas\"><span class=\"ez-toc-section\" id=\"%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_xml_%d8%a8%d8%a7_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\"><\/span>\u062e\u0648\u0627\u0646\u062f\u0646 XML \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0646\u06af\u0627\u0647\u06cc \u0628\u0647 \u0686\u0646\u062f \u0631\u0648\u0634 \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc XML \u0648 \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u0646 \u0622\u0646 \u062f\u0631 Pandas DataFrame \u0628\u06cc\u0646\u062f\u0627\u0632\u06cc\u0645.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0628\u062e\u0634\u060c \u0645\u0627 \u0627\u0632 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0648\u0631\u0648\u062f\u06cc \u0628\u0631\u0627\u06cc \u0647\u0631 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.  XML \u0632\u06cc\u0631 \u0631\u0627 \u062f\u0631 \u0641\u0627\u06cc\u0644\u06cc \u0628\u0647 \u0646\u0627\u0645 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u06cc\u062f <code>properties.xml<\/code>:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">&lt;?xml version=\"1.0\" encoding=\"UTF-8\"?&gt;<\/span>\n<span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">root<\/span>&gt;<\/span>\n    <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">bathrooms<\/span>&gt;<\/span>\n        <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">n35237<\/span> <span class=\"hljs-attr\">type<\/span>=<span class=\"hljs-string\">\"number\"<\/span>&gt;<\/span>1.0<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">n35237<\/span>&gt;<\/span>\n        <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">n32238<\/span> <span class=\"hljs-attr\">type<\/span>=<span class=\"hljs-string\">\"number\"<\/span>&gt;<\/span>3.0<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">n32238<\/span>&gt;<\/span>\n        <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">n44699<\/span> <span class=\"hljs-attr\">type<\/span>=<span class=\"hljs-string\">\"number\"<\/span>&gt;<\/span>nan<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">n44699<\/span>&gt;<\/span>\n    <span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">bathrooms<\/span>&gt;<\/span>\n    <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">price<\/span>&gt;<\/span>\n        <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">n35237<\/span> <span class=\"hljs-attr\">type<\/span>=<span class=\"hljs-string\">\"number\"<\/span>&gt;<\/span>7020000.0<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">n35237<\/span>&gt;<\/span>\n        <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">n32238<\/span> <span class=\"hljs-attr\">type<\/span>=<span class=\"hljs-string\">\"number\"<\/span>&gt;<\/span>10000000.0<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">n32238<\/span>&gt;<\/span>\n        <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">n44699<\/span> <span class=\"hljs-attr\">type<\/span>=<span class=\"hljs-string\">\"number\"<\/span>&gt;<\/span>4128000.0<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">n44699<\/span>&gt;<\/span>\n    <span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">price<\/span>&gt;<\/span>\n    <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">property_id<\/span>&gt;<\/span>\n        <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">n35237<\/span> <span class=\"hljs-attr\">type<\/span>=<span class=\"hljs-string\">\"number\"<\/span>&gt;<\/span>35237.0<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">n35237<\/span>&gt;<\/span>\n        <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">n32238<\/span> <span class=\"hljs-attr\">type<\/span>=<span class=\"hljs-string\">\"number\"<\/span>&gt;<\/span>32238.0<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">n32238<\/span>&gt;<\/span>\n        <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">n44699<\/span> <span class=\"hljs-attr\">type<\/span>=<span class=\"hljs-string\">\"number\"<\/span>&gt;<\/span>44699.0<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">n44699<\/span>&gt;<\/span>\n    <span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">property_id<\/span>&gt;<\/span>\n<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">root<\/span>&gt;<\/span>\n<\/code><\/pre>\n<h3 id=\"readingwithxmletreeelementtree\"><span class=\"ez-toc-section\" id=\"%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_%d8%a8%d8%a7_xmletreeelementtree\"><\/span>\u062e\u0648\u0627\u0646\u062f\u0646 \u0628\u0627 xml.etree.ElementTree<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u06cc\u0646 <code>xml.etree.ElementTree<\/code> \u0645\u0627\u0698\u0648\u0644 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a \u0628\u0631\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u0627\u06cc\u062c\u0627\u062f \u0627\u0633\u0646\u0627\u062f XML \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f. <code>ElementTree<\/code> \u0633\u0646\u062f XML \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u062f\u0631\u062e\u062a\u06cc \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f.  \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06af\u0631\u0647 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0639\u0646\u0627\u0635\u0631 \u0648 \u0639\u0646\u0627\u0635\u0631 \u0641\u0631\u0639\u06cc \u0641\u0627\u06cc\u0644 XML \u0647\u0633\u062a\u0646\u062f\u060c \u062f\u0631 \u0633\u0631\u0627\u0633\u0631 \u0633\u0646\u062f \u062d\u0631\u06a9\u062a \u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f\u060c \u0645\u062d\u062a\u0648\u0627\u06cc \u0641\u0627\u06cc\u0644 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0645\u062a\u063a\u06cc\u0631 \u0645\u06cc \u062e\u0648\u0627\u0646\u06cc\u0645 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 <code>ET.XML()<\/code> \u0628\u0631\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0633\u0646\u062f XML \u0627\u0632 \u062b\u0627\u0628\u062a \u0631\u0634\u062a\u0647.  \u0645\u0627 \u0628\u0627 \u062d\u0641\u0638 \u0641\u0647\u0631\u0633\u062a\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0647\u0631 \u06a9\u0648\u062f\u06a9 \u0648 \u0641\u0631\u0632\u0646\u062f \u0641\u0631\u0639\u06cc\u060c \u062d\u0644\u0642\u0647 \u0645\u06cc\u200c\u0632\u0646\u06cc\u0645.  \u062f\u0631 \u0647\u0645\u06cc\u0646 \u062d\u0627\u0644\u060c \u0646\u0648\u0634\u062a\u0646 \u062a\u06af \u0647\u0627\u06cc \u0641\u0631\u0632\u0646\u062f \u0628\u0631\u0627\u06cc \u0633\u062a\u0648\u0646 DataFrame.  \u0633\u067e\u0633 \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 DataFrame \u0645\u06cc \u0646\u0648\u06cc\u0633\u06cc\u0645.<\/p>\n<div class=\"alert alert-note\">\n<div class=\"flex\">\n<div class=\"flex-shrink-0 mr-3\"><\/div>\n<div class=\"w-full\">\n<p><strong>\u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f:<\/strong> \u0647\u0646\u06af\u0627\u0645 \u062e\u0648\u0627\u0646\u062f\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0632 XML\u060c \u0628\u0627\u06cc\u062f DataFrame \u0631\u0627 \u062c\u0627\u0628\u0647\u200c\u062c\u0627 \u06a9\u0646\u06cc\u0645\u060c \u0632\u06cc\u0631\u0627 \u0639\u0646\u0627\u0635\u0631 \u0641\u0631\u0639\u06cc \u0641\u0647\u0631\u0633\u062a \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062f\u0631 \u0633\u062a\u0648\u0646\u200c\u0647\u0627\u06cc\u06cc \u0646\u0648\u0634\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/p>\n<\/p><\/div><\/div><\/div>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0647 \u06a9\u062f \u0628\u0631\u0627\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0646\u06af\u0627\u0647 \u06a9\u0646\u06cc\u0645 <code>xml.etree.ElementTree<\/code>:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> xml.etree.ElementTree <span class=\"hljs-keyword\">as<\/span> ET\n<span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\n\nxml_data = <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'properties.xml'<\/span>, <span class=\"hljs-string\">'r'<\/span>).read()  \nroot = ET.XML(xml_data)  \n\ndata = ()\ncols = ()\n<span class=\"hljs-keyword\">for<\/span> i, child <span class=\"hljs-keyword\">in<\/span> <span class=\"hljs-built_in\">enumerate<\/span>(root):\n    data.append((subchild.text <span class=\"hljs-keyword\">for<\/span> subchild <span class=\"hljs-keyword\">in<\/span> child))\n    cols.append(child.tag)\n\ndf = pd.DataFrame(data).T  \ndf.columns = cols  \n<span class=\"hljs-built_in\">print<\/span>(df)\n<\/code><\/pre>\n<p>\u06a9\u062f \u0628\u0627\u0644\u0627 \u0627\u06cc\u0646 \u062e\u0631\u0648\u062c\u06cc \u0631\u0627 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u06a9\u0646\u062f (\u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0633\u062a \u0631\u0648\u06cc \u0641\u0627\u06cc\u0644 \u0648\u0631\u0648\u062f\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647):<\/p>\n<pre><code class=\"hljs\">  bathrooms       price property_id\n<span class=\"hljs-number\">0<\/span>       <span class=\"hljs-number\">1.0<\/span>   <span class=\"hljs-number\">7020000.0<\/span>     <span class=\"hljs-number\">35237.0<\/span>\n<span class=\"hljs-number\">1<\/span>       <span class=\"hljs-number\">3.0<\/span>  <span class=\"hljs-number\">10000000.0<\/span>     <span class=\"hljs-number\">32238.0<\/span>\n<span class=\"hljs-number\">2<\/span>       nan   <span class=\"hljs-number\">4128000.0<\/span>     <span class=\"hljs-number\">44699.0<\/span>\n<\/code><\/pre>\n<h3 id=\"readingwithlxml\"><span class=\"ez-toc-section\" id=\"%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_%d8%a8%d8%a7_lxml\"><\/span>\u062e\u0648\u0627\u0646\u062f\u0646 \u0628\u0627 <em>lxml<\/em><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u06cc\u0646 <code>lxml<\/code> \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u06cc\u06a9 \u0627\u062a\u0635\u0627\u0644 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc C \u0627\u0633\u062a <code>libxml2<\/code> \u0648 <code>libxslt<\/code>.  \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0648\u0645\u06cc \u0631\u0627 \u06af\u0633\u062a\u0631\u0634 \u0645\u06cc \u062f\u0647\u062f <code>ElementTree<\/code> \u0645\u062f\u0648\u0644.  \u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u06cc\u0646 \u0645\u0627\u0698\u0648\u0644 \u0634\u062e\u0635 \u062b\u0627\u0644\u062b \u0627\u0633\u062a\u060c \u0628\u0627\u06cc\u062f \u0622\u0646 \u0631\u0627 \u0628\u0627 \u0622\u0646 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f <code>pip<\/code> \u0645\u062b\u0644 \u0627\u06cc\u0646:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">$<\/span><span class=\"bash\"> pip install lxml<\/span>\n<\/code><\/pre>\n<p>\u0628\u0631 \u062e\u0644\u0627\u0641 <code>ElementTree<\/code>\u060c \u0645\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0641\u0627\u06cc\u0644 \u0631\u0627 \u0646\u0645\u06cc \u062e\u0648\u0627\u0646\u06cc\u0645 \u0648 \u0622\u0646 \u0631\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0646\u0645\u06cc \u06a9\u0646\u06cc\u0645.  \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0645\u0633\u062a\u0642\u06cc\u0645\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645 <code>objectify.parse()<\/code> \u0648 \u0645\u0633\u06cc\u0631 \u0641\u0627\u06cc\u0644 XML \u0631\u0627 \u0628\u0647 \u0622\u0646 \u0628\u062f\u0647\u06cc\u062f.  \u0628\u0631\u0627\u06cc \u0628\u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 root \u0639\u0646\u0635\u0631\u060c \u0645\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f <code>getroot()<\/code> \u0631\u0648\u06cc  \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc XML \u062a\u062c\u0632\u06cc\u0647 \u0634\u062f\u0647<\/p>\n<p>\u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0639\u0646\u0627\u0635\u0631 \u0641\u0631\u0632\u0646\u062f \u0627\u0632 \u062d\u0644\u0642\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645 root node  \u0648 \u0622\u0646\u0647\u0627 \u0631\u0627 \u062f\u0631 \u0644\u06cc\u0633\u062a \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0646\u0648\u06cc\u0633\u06cc\u062f.  \u0645\u0627\u0646\u0646\u062f \u0642\u0628\u0644\u060c \u06cc\u06a9 DataFrame \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0644\u06cc\u0633\u062a \u062f\u0627\u062f\u0647 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0648 DataFrame \u0631\u0627 \u062c\u0627\u0628\u062c\u0627 \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0647 \u06a9\u062f \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 Pandas DataFrame \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0646\u06af\u0627\u0647 \u06a9\u0646\u06cc\u0645 <code>lxml<\/code>:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">from<\/span> lxml <span class=\"hljs-keyword\">import<\/span> objectify\n<span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\n\nxml_data = objectify.parse(<span class=\"hljs-string\">'properties.xml'<\/span>)  \nroot = xml_data.getroot()  \n\ndata = ()\ncols = ()\n<span class=\"hljs-keyword\">for<\/span> i <span class=\"hljs-keyword\">in<\/span> <span class=\"hljs-built_in\">range<\/span>(<span class=\"hljs-built_in\">len<\/span>(root.getchildren())):\n    child = root.getchildren()(i)\n    data.append((subchild.text <span class=\"hljs-keyword\">for<\/span> subchild <span class=\"hljs-keyword\">in<\/span> child.getchildren()))\n    cols.append(child.tag)\n\ndf = pd.DataFrame(data).T  \ndf.columns = cols  \n<span class=\"hljs-built_in\">print<\/span>(df)\n<\/code><\/pre>\n<p>\u0627\u06af\u0631 \u0627\u06cc\u0646 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u0645 \u0631\u0648\u06cc \u0645\u0641\u0633\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646\u060c \u062e\u0631\u0648\u062c\u06cc \u0632\u06cc\u0631 \u0631\u0627 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\">  bathrooms       price property_id\n<span class=\"hljs-number\">0<\/span>       <span class=\"hljs-number\">1.0<\/span>   <span class=\"hljs-number\">7020000.0<\/span>     <span class=\"hljs-number\">35237.0<\/span>\n<span class=\"hljs-number\">1<\/span>       <span class=\"hljs-number\">3.0<\/span>  <span class=\"hljs-number\">10000000.0<\/span>     <span class=\"hljs-number\">32238.0<\/span>\n<span class=\"hljs-number\">2<\/span>       nan   <span class=\"hljs-number\">4128000.0<\/span>     <span class=\"hljs-number\">44699.0<\/span>\n<\/code><\/pre>\n<h3 id=\"readingwithxmltodict\"><span class=\"ez-toc-section\" id=\"%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_%d8%a8%d8%a7_xmltodict\"><\/span>\u062e\u0648\u0627\u0646\u062f\u0646 \u0628\u0627 <em>xmltodict<\/em><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u06cc\u0646 <code>xmltodict<\/code> \u0645\u0627\u0698\u0648\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc XML \u0631\u0627 \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0627\u0632 \u0646\u0627\u0645\u0634 \u067e\u06cc\u062f\u0627\u0633\u062a \u0628\u0647 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u067e\u0627\u06cc\u062a\u0648\u0646 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u062f.  \u067e\u0633\u0646\u062f\u06cc\u062f\u0646 <code>lxml<\/code>\u060c \u0627\u06cc\u0646 \u06cc\u06a9 \u0645\u0627\u0698\u0648\u0644 \u0634\u062e\u0635 \u062b\u0627\u0644\u062b \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0628\u0627 \u0622\u0646 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u0645 <code>pip<\/code>:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">$<\/span><span class=\"bash\"> pip install xmltodict<\/span>\n<\/code><\/pre>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0642\u0628\u0644\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0627\u062f\u06cc\u0645\u060c \u0645\u062d\u062a\u0648\u06cc\u0627\u062a XML \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0645\u062a\u063a\u06cc\u0631 \u0645\u06cc \u062e\u0648\u0627\u0646\u06cc\u0645.  \u0645\u0627 \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062f\u0631 <code>parse()<\/code> \u0631\u0648\u0634\u06cc \u06a9\u0647 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc XML \u0631\u0627 \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f.  \u0627\u06cc\u0646 \u06cc\u06a9 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u062a\u0648\u062f\u0631\u062a\u0648 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f \u06a9\u0647 \u062f\u0627\u0631\u0627\u06cc \u0639\u0646\u0627\u0635\u0631 \u0648 \u0639\u0646\u0627\u0635\u0631 \u0641\u0631\u0639\u06cc \u0641\u0627\u06cc\u0644 XML \u0627\u0633\u062a.  \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0639\u0646\u0627\u0635\u0631 \u0631\u0627 \u062d\u0644\u0642\u0647 \u0628\u0632\u0646\u06cc\u0645 \u0648 \u0622\u0646\u0647\u0627 \u0631\u0627 \u062f\u0631 \u0641\u0647\u0631\u0633\u062a \u062f\u0627\u062f\u0647\u200c\u0627\u06cc \u0628\u0646\u0648\u06cc\u0633\u06cc\u0645 \u06a9\u0647 \u0627\u0632 \u0622\u0646 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 DataFrame \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0646\u06af\u0627\u0647\u06cc \u0628\u0647 \u06a9\u062f \u062a\u062c\u0632\u06cc\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a XML \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 DataFrame \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0628\u06cc\u0627\u0646\u062f\u0627\u0632\u06cc\u0645 <strong>xmltodict<\/strong>:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> xmltodict\n<span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\n\nxml_data = <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'properties.xml'<\/span>, <span class=\"hljs-string\">'r'<\/span>).read()  \nxmlDict = xmltodict.parse(xml_data)  \n\ncols = xmlDict(<span class=\"hljs-string\">'root'<\/span>).keys()\ndata = ()\n\n<span class=\"hljs-keyword\">for<\/span> i <span class=\"hljs-keyword\">in<\/span> xmlDict(<span class=\"hljs-string\">'root'<\/span>):\n    child = xmlDict(<span class=\"hljs-string\">'root'<\/span>)(i)\n    data.append((child(subchild)(<span class=\"hljs-string\">'#text'<\/span>) <span class=\"hljs-keyword\">for<\/span> subchild <span class=\"hljs-keyword\">in<\/span> child))\n\ndf = pd.DataFrame(data).T  \ndf.columns = cols\n<span class=\"hljs-built_in\">print<\/span>(df)\n<\/code><\/pre>\n<p>\u0627\u06af\u0631 \u06a9\u062f \u0628\u0627\u0644\u0627 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u0645\u060c \u062e\u0631\u0648\u062c\u06cc \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\">  bathrooms       price property_id\n<span class=\"hljs-number\">0<\/span>       <span class=\"hljs-number\">1.0<\/span>   <span class=\"hljs-number\">7020000.0<\/span>     <span class=\"hljs-number\">35237.0<\/span>\n<span class=\"hljs-number\">1<\/span>       <span class=\"hljs-number\">3.0<\/span>  <span class=\"hljs-number\">10000000.0<\/span>     <span class=\"hljs-number\">32238.0<\/span>\n<span class=\"hljs-number\">2<\/span>       nan   <span class=\"hljs-number\">4128000.0<\/span>     <span class=\"hljs-number\">44699.0<\/span>\n<\/code><\/pre>\n<div class=\"alert alert-note\">\n<div class=\"flex\">\n<div class=\"flex-shrink-0 mr-3\"><\/div>\n<div class=\"w-full\">\n<p><strong>\u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f<\/strong>: <code>xmltodict<\/code> \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0631\u0627\u06cc \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc XML \u0628\u0632\u0631\u06af \u062a\u0648\u0635\u06cc\u0647 \u0646\u0645\u06cc \u0634\u0648\u062f \u0632\u06cc\u0631\u0627 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u06a9\u0627\u0647\u0634 \u0639\u0645\u0644\u06a9\u0631\u062f \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0631\u062f\u0647 \u0627\u0646\u062f.  \u0627\u06cc\u0646 <code>lxml<\/code> \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0633\u0631\u06cc\u0639\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062f\u0631 \u06a9\u0627\u0631 \u0628\u0627 XML \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc \u0634\u0648\u062f\u060c \u062d\u062a\u06cc \u0633\u0631\u06cc\u0639\u062a\u0631 \u0627\u0632 \u0645\u0648\u062c\u0648\u062f <code>xml.etree.ElementTree<\/code>.<\/p>\n<\/p><\/div><\/div><\/div>\n<p>\u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0686\u06cc\u0632 \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u062e\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f\u060c \u0648 \u0627\u06af\u0631 \u0639\u0645\u0644\u06a9\u0631\u062f \u062d\u06cc\u0627\u062a\u06cc \u0627\u0633\u062a\u060c \u0628\u0627\u06cc\u062f \u0622\u0632\u0645\u0627\u06cc\u0634 \u0647\u0627\u06cc\u06cc \u0631\u0627 \u0628\u0627 \u0647\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f.<\/p>\n<h2 id=\"writingxmlwithpandas\"><span class=\"ez-toc-section\" id=\"%d9%86%d9%88%d8%b4%d8%aa%d9%86_xml_%d8%a8%d8%a7_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\"><\/span>\u0646\u0648\u0634\u062a\u0646 XML \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0647 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0628\u0631\u0627\u06cc \u0646\u0648\u0634\u062a\u0646 Pandas DataFrame \u062f\u0631 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 XML \u0646\u06af\u0627\u0647 \u06a9\u0646\u06cc\u0645.  \u0647\u0631 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a\u06cc \u06a9\u0647 \u062f\u0631 \u0632\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u062c\u062f\u06cc\u062f \u0628\u0647 \u0646\u0627\u0645 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f <strong>\u0645\u062e\u062a\u0635\u0627\u062a.xml<\/strong> \u0628\u0627 \u0645\u0637\u0627\u0644\u0628 \u0632\u06cc\u0631:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">root<\/span>&gt;<\/span>\n  <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">A<\/span>&gt;<\/span>\n    <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">X<\/span>&gt;<\/span>1.3<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">X<\/span>&gt;<\/span>\n    <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">Y<\/span>&gt;<\/span>2.6<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">Y<\/span>&gt;<\/span>\n    <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">Z<\/span>&gt;<\/span>2.1<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">Z<\/span>&gt;<\/span>\n  <span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">A<\/span>&gt;<\/span>\n  <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">B<\/span>&gt;<\/span>\n    <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">X<\/span>&gt;<\/span>1.4<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">X<\/span>&gt;<\/span>\n    <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">Y<\/span>&gt;<\/span>1.4<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">Y<\/span>&gt;<\/span>\n    <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">Z<\/span>&gt;<\/span>5.6<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">Z<\/span>&gt;<\/span>\n  <span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">B<\/span>&gt;<\/span>\n  <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">C<\/span>&gt;<\/span>\n    <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">X<\/span>&gt;<\/span>5.2<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">X<\/span>&gt;<\/span>\n    <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">Y<\/span>&gt;<\/span>4.6<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">Y<\/span>&gt;<\/span>\n    <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">Z<\/span>&gt;<\/span>4.6<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">Z<\/span>&gt;<\/span>\n  <span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">C<\/span>&gt;<\/span>\n<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">root<\/span>&gt;<\/span>\n<\/code><\/pre>\n<h3 id=\"writingwithbuiltinwritefunction\"><span class=\"ez-toc-section\" id=\"%d9%86%d9%88%d8%b4%d8%aa%d9%86_%d8%a8%d8%a7_%d8%aa%d9%88%da%a9%d8%a7%d8%b1_%d9%86%d9%88%d8%b4%d8%aa%d9%86_%d8%aa%d8%a7%d8%a8%d8%b9\"><\/span>\u0646\u0648\u0634\u062a\u0646 \u0628\u0627 \u062a\u0648\u06a9\u0627\u0631 <em>\u0646\u0648\u0634\u062a\u0646()<\/em> \u062a\u0627\u0628\u0639<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0632 \u06af\u0646\u062c\u0627\u0646\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645 <code>write()<\/code> \u062a\u0627\u0628\u0639\u06cc \u0628\u0631\u0627\u06cc \u0641\u0627\u06cc\u0644 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0646\u0648\u0634\u062a\u0646 DataFrame \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 XML.  \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631\u060c \u0641\u0647\u0631\u0633\u062a\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc XML \u0631\u0627 \u0646\u06af\u0647 \u0645\u06cc\u200c\u062f\u0627\u0631\u06cc\u0645\u060c \u0628\u0647 \u0637\u0648\u0631\u06cc \u06a9\u0647 \u0647\u0631 \u0645\u0648\u0631\u062f \u06cc\u06a9 \u062e\u0637 \u0631\u0627 \u062f\u0631 XML \u0646\u0634\u0627\u0646 \u062f\u0647\u062f.  \u0633\u067e\u0633 \u0631\u0648\u06cc DataFrame \u062a\u06a9\u0631\u0627\u0631 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0648 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0627 \u062a\u06af \u0647\u0627\u06cc \u0628\u0627\u0632 \u0648 \u0628\u0633\u062a\u0647 \u0645\u0646\u0627\u0633\u0628 XML \u062f\u0631 \u0644\u06cc\u0633\u062a \u062f\u0627\u062f\u0647 \u0647\u0627 \u0645\u06cc \u0646\u0648\u06cc\u0633\u06cc\u0645.<\/p>\n<p>\u067e\u0633 \u0627\u0632 \u062a\u06a9\u0645\u06cc\u0644\u060c \u06cc\u06a9 \u0628\u0627\u0631 \u062f\u06cc\u06af\u0631 \u0631\u0648\u06cc \u0644\u06cc\u0633\u062a \u062a\u06a9\u0631\u0627\u0631 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062f\u0631 \u0641\u0627\u06cc\u0644 XML \u0628\u0646\u0648\u06cc\u0633\u06cc\u0645.  \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u06a9\u062f\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f <code>write()<\/code>:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\n\ndf = pd.DataFrame(((<span class=\"hljs-number\">1.3<\/span>, <span class=\"hljs-number\">1.4<\/span>, <span class=\"hljs-number\">5.2<\/span>),\n                   (<span class=\"hljs-number\">2.6<\/span>, <span class=\"hljs-number\">1.4<\/span>, <span class=\"hljs-number\">4.6<\/span>),\n                   (<span class=\"hljs-number\">2.1<\/span>, <span class=\"hljs-number\">5.6<\/span>, <span class=\"hljs-number\">4.6<\/span>)),\n                  columns=(<span class=\"hljs-string\">'A'<\/span>, <span class=\"hljs-string\">'B'<\/span>, <span class=\"hljs-string\">'C'<\/span>),\n                  index=(<span class=\"hljs-string\">'X'<\/span>, <span class=\"hljs-string\">'Y'<\/span>, <span class=\"hljs-string\">'Z'<\/span>))\n\nxml_data = (<span class=\"hljs-string\">'&lt;root&gt;'<\/span>)\n<span class=\"hljs-keyword\">for<\/span> column <span class=\"hljs-keyword\">in<\/span> df.columns:\n    xml_data.append(<span class=\"hljs-string\">'&lt;{}&gt;'<\/span>.<span class=\"hljs-built_in\">format<\/span>(column))  \n    <span class=\"hljs-keyword\">for<\/span> field <span class=\"hljs-keyword\">in<\/span> df.index:\n        \n        xml_data.append(<span class=\"hljs-string\">'&lt;{0}&gt;{1}&lt;\/{0}&gt;'<\/span>.<span class=\"hljs-built_in\">format<\/span>(field, df(column)(field)))\n    xml_data.append(<span class=\"hljs-string\">'&lt;\/{}&gt;'<\/span>.<span class=\"hljs-built_in\">format<\/span>(column))  \nxml_data.append(<span class=\"hljs-string\">'&lt;\/root&gt;'<\/span>)\n\n<span class=\"hljs-keyword\">with<\/span> <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'coordinates.xml'<\/span>, <span class=\"hljs-string\">'w'<\/span>) <span class=\"hljs-keyword\">as<\/span> f:  \n    <span class=\"hljs-keyword\">for<\/span> line <span class=\"hljs-keyword\">in<\/span> xml_data:\n        f.write(line)\n<\/code><\/pre>\n<p>\u0628\u0627 \u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u062f \u0641\u0627\u06cc\u0644\u06cc \u0628\u0647 \u0646\u0627\u0645 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f <strong>\u0645\u062e\u062a\u0635\u0627\u062a.xml<\/strong> \u062f\u0631 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u0641\u0639\u0644\u06cc<\/p>\n<h3 id=\"writingxmlfileswithxmletreeelementtree\"><span class=\"ez-toc-section\" id=\"%d9%86%d9%88%d8%b4%d8%aa%d9%86_%d9%81%d8%a7%db%8c%d9%84_%d9%87%d8%a7%db%8c_xml_%d8%a8%d8%a7_xmletreeelementtree\"><\/span>\u0646\u0648\u0634\u062a\u0646 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc XML \u0628\u0627 xml.etree.ElementTree<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0647 \u0637\u0648\u0631 \u067e\u06cc\u0634 \u0641\u0631\u0636 <code>xml.etree.ElementTree<\/code> \u0645\u0627\u0698\u0648\u0644 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a XML \u0648 \u062a\u0628\u062f\u06cc\u0644 \u0622\u0646 \u0628\u0647 \u06cc\u06a9 \u0631\u0634\u062a\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f \u062a\u0627 \u0628\u062a\u0648\u0627\u0646 \u0622\u0646 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0646\u0648\u0634\u062a.<\/p>\n<p>\u0627\u0648\u0644\u06cc\u0646 \u0642\u062f\u0645 \u0645\u0627 \u0627\u06cc\u062c\u0627\u062f root \u0639\u0646\u0635\u0631  \u0633\u067e\u0633 \u0631\u0648\u06cc \u0633\u062a\u0648\u0646\u200c\u0647\u0627 \u0648 \u0631\u062f\u06cc\u0641\u200c\u0647\u0627\u06cc DataFrame \u062a\u06a9\u0631\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u0648 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0639\u0646\u0627\u0635\u0631 \u0648 \u0639\u0646\u0627\u0635\u0631 \u0641\u0631\u0639\u06cc \u062f\u0631 ElementTree \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645.  \u0633\u067e\u0633 \u0622\u0646 \u0631\u0627 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u06cc\u0645 <code>ElementTree<\/code> \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0634\u06cc \u0628\u0647 \u06cc\u06a9 \u0631\u0634\u062a\u0647 \u0628\u0627\u06cc\u0646\u0631\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <code>tostring()<\/code> \u0631\u0648\u0634.<\/p>\n<p>\u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc XML \u06cc\u06a9 \u0631\u0634\u062a\u0647 \u0628\u0627\u06cc\u0646\u0631\u06cc \u0647\u0633\u062a\u0646\u062f\u060c \u0642\u0628\u0644 \u0627\u0632 \u0646\u0648\u0634\u062a\u0646 \u0622\u0646 \u062f\u0631 \u0641\u0627\u06cc\u0644\u060c \u0622\u0646 \u0631\u0627 \u0628\u0647 UTF-8 \u0631\u0645\u0632\u06af\u0634\u0627\u06cc\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u06a9\u062f \u0632\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f <code>xml.etree.ElementTree<\/code> \u0628\u0631\u0627\u06cc \u0646\u0648\u0634\u062a\u0646 \u06cc\u06a9 DataFrame \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 XML:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> xml.etree.ElementTree <span class=\"hljs-keyword\">as<\/span> ET\n<span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\n\ndf = pd.DataFrame(((<span class=\"hljs-number\">1.3<\/span>, <span class=\"hljs-number\">1.4<\/span>, <span class=\"hljs-number\">5.2<\/span>),\n                   (<span class=\"hljs-number\">2.6<\/span>, <span class=\"hljs-number\">1.4<\/span>, <span class=\"hljs-number\">4.6<\/span>),\n                   (<span class=\"hljs-number\">2.1<\/span>, <span class=\"hljs-number\">5.6<\/span>, <span class=\"hljs-number\">4.6<\/span>)),\n                  columns=(<span class=\"hljs-string\">'A'<\/span>, <span class=\"hljs-string\">'B'<\/span>, <span class=\"hljs-string\">'C'<\/span>),\n                  index=(<span class=\"hljs-string\">'X'<\/span>, <span class=\"hljs-string\">'Y'<\/span>, <span class=\"hljs-string\">'Z'<\/span>))\nheader = df.columns\n\nroot = ET.Element(<span class=\"hljs-string\">'root'<\/span>)  \n\n<span class=\"hljs-keyword\">for<\/span> column <span class=\"hljs-keyword\">in<\/span> df.columns:\n    entry = ET.SubElement(root, column)  \n    <span class=\"hljs-keyword\">for<\/span> row <span class=\"hljs-keyword\">in<\/span> df.index:\n        schild = row\n        child = ET.SubElement(entry, schild)  \n        child.text = <span class=\"hljs-built_in\">str<\/span>(df(column)(schild))\n\nxml_data = ET.tostring(root)  \n<span class=\"hljs-keyword\">with<\/span> <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'coordinates.xml'<\/span>, <span class=\"hljs-string\">'w'<\/span>) <span class=\"hljs-keyword\">as<\/span> f:  \n    f.write(xml_data.decode(<span class=\"hljs-string\">'utf-8'<\/span>))\n<\/code><\/pre>\n<p>\u0645\u0627\u0646\u0646\u062f \u0642\u0628\u0644\u060c \u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0628\u0627\u0639\u062b \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0645\u06cc \u0634\u0648\u062f <strong>\u0645\u062e\u062a\u0635\u0627\u062a.xml<\/strong> \u0641\u0627\u06cc\u0644 \u0628\u0627 \u062e\u0631\u0648\u062c\u06cc \u0645\u0648\u0631\u062f \u0627\u0646\u062a\u0638\u0627\u0631<\/p>\n<h3 id=\"writingxmlfileswithlxml\"><span class=\"ez-toc-section\" id=\"%d9%86%d9%88%d8%b4%d8%aa%d9%86_%d9%81%d8%a7%db%8c%d9%84_%d9%87%d8%a7%db%8c_xml_%d8%a8%d8%a7_lxml\"><\/span>\u0646\u0648\u0634\u062a\u0646 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc XML \u0628\u0627 <em>lxml<\/em><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0646 <code>lxml<\/code> \u0634\u0628\u06cc\u0647 \u0631\u0648\u0634 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u0627 \u0627\u0633\u062a <code>xml.etree.ElementTree<\/code>.  \u0645\u0627 \u0628\u0627 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0634\u0631\u0648\u0639 \u0645\u06cc \u06a9\u0646\u06cc\u0645 <code>etree<\/code> \u0634\u06cc \u0628\u0627 root \u0639\u0646\u0635\u0631 \u0641\u0627\u06cc\u0644\u06cc \u06a9\u0647 \u062f\u0631 \u062d\u0627\u0644 \u0627\u06cc\u062c\u0627\u062f \u0622\u0646 \u0647\u0633\u062a\u06cc\u0645.  \u0633\u067e\u0633 \u0631\u0648\u06cc DataFrame \u062a\u06a9\u0631\u0627\u0631 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0648 \u0633\u062a\u0648\u0646 \u0647\u0627 \u0648 \u0631\u062f\u06cc\u0641 \u0647\u0627 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0639\u0646\u0627\u0635\u0631 \u0648 \u0639\u0646\u0627\u0635\u0631 \u0641\u0631\u0639\u06cc \u062f\u0631\u062e\u062a \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645.  \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u0645\u0627 \u0627\u0632 <code>tostring()<\/code> \u0631\u0648\u0634 \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 <code>etree<\/code> \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0631\u0634\u062a\u0647 \u0628\u0627\u06cc\u0646\u0631\u06cc  \u0641\u0627\u06cc\u0644 \u0631\u0627 \u067e\u0633 \u0627\u0632 \u0631\u0645\u0632\u06af\u0634\u0627\u06cc\u06cc \u0631\u0634\u062a\u0647 \u0628\u0627\u06cc\u0646\u0631\u06cc \u062f\u0631 UTF-8 \u0645\u06cc \u0646\u0648\u06cc\u0633\u06cc\u0645.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u06a9\u062f\u06cc \u0628\u0631\u0627\u06cc \u0646\u0648\u0634\u062a\u0646 DataFrame \u0628\u0647 \u0635\u0648\u0631\u062a XML \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f <code>lxml<\/code>:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">from<\/span> lxml <span class=\"hljs-keyword\">import<\/span> etree <span class=\"hljs-keyword\">as<\/span> et\n<span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\n\nroot = et.Element(<span class=\"hljs-string\">'root'<\/span>)  \ndf = pd.DataFrame(((<span class=\"hljs-number\">1.3<\/span>, <span class=\"hljs-number\">1.4<\/span>, <span class=\"hljs-number\">5.2<\/span>),\n                   (<span class=\"hljs-number\">2.6<\/span>, <span class=\"hljs-number\">1.4<\/span>, <span class=\"hljs-number\">4.6<\/span>),\n                   (<span class=\"hljs-number\">2.1<\/span>, <span class=\"hljs-number\">5.6<\/span>, <span class=\"hljs-number\">4.6<\/span>)),\n                  columns=(<span class=\"hljs-string\">'A'<\/span>, <span class=\"hljs-string\">'B'<\/span>, <span class=\"hljs-string\">'C'<\/span>),\n                  index=(<span class=\"hljs-string\">'X'<\/span>, <span class=\"hljs-string\">'Y'<\/span>, <span class=\"hljs-string\">'Z'<\/span>))\n\n<span class=\"hljs-keyword\">for<\/span> column <span class=\"hljs-keyword\">in<\/span> df.columns:\n    entry = et.SubElement(root, column)  \n    <span class=\"hljs-keyword\">for<\/span> row <span class=\"hljs-keyword\">in<\/span> df.index:\n        schild = row\n        child = et.SubElement(entry, schild)  \n        child.text = <span class=\"hljs-built_in\">str<\/span>(df(column)(schild))\n\nxml_data = et.tostring(root)  \n<span class=\"hljs-keyword\">with<\/span> <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'coordinates.xml'<\/span>, <span class=\"hljs-string\">'w'<\/span>) <span class=\"hljs-keyword\">as<\/span> f:  \n    f.write(xml_data.decode(<span class=\"hljs-string\">'utf-8'<\/span>))\n<\/code><\/pre>\n<p>\u067e\u0633 \u0627\u0632 \u0627\u062a\u0645\u0627\u0645 \u0645\u0648\u0641\u0642\u06cc\u062a \u0622\u0645\u06cc\u0632\u060c \u0645\u0634\u0627\u0647\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f <strong>\u0645\u062e\u062a\u0635\u0627\u062a.xml<\/strong> \u0628\u0627 \u0645\u062e\u062a\u0635\u0627\u062a XML<\/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>\u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0631\u0627\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc XML \u0631\u0627 \u0628\u0627 Pandas DataFrames \u0628\u062e\u0648\u0627\u0646\u06cc\u0645 \u0648 \u0628\u0646\u0648\u06cc\u0633\u06cc\u0645.  \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0627 \u062f\u0627\u062e\u0644\u06cc \u0628\u062e\u0648\u0627\u0646\u06cc\u062f <code>xml.etree.ElementTree<\/code> \u0645\u0627\u0698\u0648\u0644\u060c \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u062f\u0648 \u0645\u0627\u0698\u0648\u0644 \u0634\u062e\u0635 \u062b\u0627\u0644\u062b: <code>lxml<\/code> \u0648 <code>xmltodict<\/code>.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0646\u0648\u0634\u062a\u0646 \u06cc\u06a9 Pandas DataFrame \u0628\u0647 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 XML\u060c \u0627\u0632 \u0641\u0627\u06cc\u0644 \u0645\u0639\u0645\u0648\u0644\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0645 <code>write()<\/code> \u0628\u0627 \u0644\u06cc\u0633\u062a \u0647\u0627\u060c <code>xml.etree.ElementTree<\/code> \u0645\u0627\u0698\u0648\u0644 \u0648 <code>lxml<\/code>.  \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0627\u06cc\u0646\u06a9\u0647 \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u0631\u0634\u062a\u0647 \u0647\u0627\u06cc XML \u0628\u0647 \u0637\u0648\u0631 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0628\u0631\u0627\u06cc \u0646\u0648\u0634\u062a\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0628\u06cc\u0634\u062a\u0631 \u0645\u0633\u062a\u0639\u062f \u062e\u0637\u0627\u06cc \u0627\u0646\u0633\u0627\u0646\u06cc \u0627\u0633\u062a\u060c <code>xml.etree.ElementTree<\/code> \u0648 <code>lxml<\/code> \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u0627\u0631\u062c\u062d \u0628\u0631\u0627\u06cc \u0635\u0627\u062f\u0631\u0627\u062a \u06cc\u06a9 DataFrame \u0628\u0647 XML \u0647\u0633\u062a\u0646\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 1403-01-14 04:35:05<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;15574&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;\u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0646\u0648\u0634\u062a\u0646 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc XML \u062f\u0631 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