{"id":16693,"date":"2024-01-30T01:07:25","date_gmt":"2024-01-29T21:37:25","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-csv-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/"},"modified":"2024-01-30T01:07:25","modified_gmt":"2024-01-29T21:37:25","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-csv-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86","status":"publish","type":"post","link":"https:\/\/rasanegaar.com\/blog\/%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-csv-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/","title":{"rendered":"\u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0646\u0648\u0634\u062a\u0646 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc CSV \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0633\u0631\u0641\u0635\u0644\u0647\u0627\u06cc \u0645\u0637\u0644\u0628<\/p>\n<\/div><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/rasanegaar.com\/blog\/%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-csv-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d9%81%d8%a7%db%8c%d9%84_csv_%da%86%db%8c%d8%b3%d8%aa%d8%9f\" >\u0641\u0627\u06cc\u0644 CSV \u0686\u06cc\u0633\u062a\u061f<\/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-csv-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d8%a7%db%8c%d9%86_csv_%d9%85%d8%a7%da%98%d9%88%d9%84_%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\" >\u0627\u06cc\u0646 csv \u0645\u0627\u0698\u0648\u0644 \u067e\u0627\u06cc\u062a\u0648\u0646<\/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-csv-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#csvreader\" >csv.reader<\/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-csv-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#csvwriter\" >csv.writer<\/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-csv-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#csvdictreader_%d9%88_csvdictwriter\" >csv.DictReader  \u0648 csv.DictWriter<\/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\/%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-csv-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%da%af%d9%88%db%8c%d8%b4_%d9%87%d8%a7\" >\u06af\u0648\u06cc\u0634 \u0647\u0627<\/a><\/li><li class='ez-toc-page-1 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-csv-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d9%86%d8%b3%d8%ae%d9%87_%d9%87%d8%a7\" >\u0646\u0633\u062e\u0647 \u0647\u0627<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/rasanegaar.com\/blog\/%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-csv-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%db%8c%da%a9_%d9%86%d9%85%d9%88%d9%86%d9%87_%d9%81%d8%a7%db%8c%d9%84_csv\" >\u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u0641\u0627\u06cc\u0644 CSV<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><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-csv-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_%d9%81%d8%a7%db%8c%d9%84%e2%80%8c%d9%87%d8%a7%db%8c_csv\" >\u062e\u0648\u0627\u0646\u062f\u0646 \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc CSV<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><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-csv-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%db%8c%da%a9_%d9%81%d8%a7%db%8c%d9%84_csv_%d8%b3%d8%a7%d8%af%d9%87\" >\u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0633\u0627\u062f\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" 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-csv-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d8%aa%d8%ba%db%8c%db%8c%d8%b1_%d8%ac%d8%af%d8%a7%da%a9%d9%86%d9%86%d8%af%d9%87\" >\u062a\u063a\u06cc\u06cc\u0631 \u062c\u062f\u0627\u06a9\u0646\u0646\u062f\u0647<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" 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-csv-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d8%a7%db%8c%d8%ac%d8%a7%d8%af_%db%8c%da%a9_%da%af%d9%88%db%8c%d8%b4\" >\u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u06af\u0648\u06cc\u0634<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" 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-csv-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d9%86%d9%88%d8%b4%d8%aa%d9%86_%d8%af%d8%b1_%d9%81%d8%a7%db%8c%d9%84%e2%80%8c%d9%87%d8%a7%db%8c_csv\" >\u0646\u0648\u0634\u062a\u0646 \u062f\u0631 \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc CSV<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" 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-csv-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87_%d8%a7%d8%b2_%d8%af%db%8c%da%a9%d8%b4%d9%86%d8%b1%db%8c_%d9%87%d8%a7\" >\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \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-15\" 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-csv-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_%db%8c%da%a9_%d9%81%d8%a7%db%8c%d9%84_csv_%d8%a8%d8%a7_dictreader\" >\u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0628\u0627 DictReader<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" 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-csv-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d9%86%d9%88%d8%b4%d8%aa%d9%86_%d8%b1%d9%88%db%8c_%db%8c%da%a9_%d9%81%d8%a7%db%8c%d9%84_%d8%a8%d8%a7_dictwriter\" >\u0646\u0648\u0634\u062a\u0646 \u0631\u0648\u06cc \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0628\u0627 DictWriter<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" 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-csv-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d9%86%d8%aa%db%8c%d8%ac%d9%87\" >\u0646\u062a\u06cc\u062c\u0647<\/a><\/li><\/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\"> 9<\/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=\"whatisacsvfile\"><span class=\"ez-toc-section\" id=\"%d9%81%d8%a7%db%8c%d9%84_csv_%da%86%db%8c%d8%b3%d8%aa%d8%9f\"><\/span>\u0641\u0627\u06cc\u0644 CSV \u0686\u06cc\u0633\u062a\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0641\u0627\u06cc\u0644 CSV (\u0645\u0642\u0627\u062f\u06cc\u0631 \u062c\u062f\u0627 \u0634\u062f\u0647 \u0628\u0627 \u06a9\u0627\u0645\u0627) \u0641\u0627\u06cc\u0644\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u0642\u0627\u0644\u0628 \u0628\u0646\u062f\u06cc \u062e\u0627\u0635\u06cc \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f.  \u0627\u06cc\u0646 \u0641\u0631\u0645\u062a \u0641\u0627\u06cc\u0644\u060c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u0633\u0627\u0632\u0645\u0627\u0646\u062f\u0647\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0634\u0627\u0645\u0644 \u06cc\u06a9 \u0631\u06a9\u0648\u0631\u062f \u062f\u0631 \u0647\u0631 \u062e\u0637 \u0627\u0633\u062a \u0648 \u0647\u0631 \u0641\u06cc\u0644\u062f (\u0633\u062a\u0648\u0646) \u062a\u0648\u0633\u0637 \u06cc\u06a9 \u062c\u062f\u0627\u06a9\u0646\u0646\u062f\u0647 \u0627\u0632 \u0647\u0645 \u062c\u062f\u0627 \u0634\u062f\u0647 \u0627\u0633\u062a.  \u062c\u062f\u0627\u06a9\u0646\u0646\u062f\u0647 \u06a9\u0647 \u0628\u06cc\u0634\u062a\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u06a9\u0627\u0645\u0627 \u0627\u0633\u062a.<\/p>\n<p>\u0627\u06cc\u0646 \u0641\u0631\u0645\u062a \u0622\u0646\u0642\u062f\u0631 \u0631\u0627\u06cc\u062c \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0648\u0627\u0642\u0639 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0634\u062f\u0647 \u0627\u0633\u062a <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/tools.ietf.org\/html\/rfc4180\">RFC 4180<\/a>.  \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0627\u06cc\u0646 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0647\u0645\u06cc\u0634\u0647 \u0631\u0639\u0627\u06cc\u062a \u0646\u0645\u06cc \u0634\u0648\u062f \u0648 \u0639\u062f\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u062c\u0647\u0627\u0646\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f.  \u0641\u0631\u0645\u062a \u062f\u0642\u06cc\u0642 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06af\u0627\u0647\u06cc \u0627\u0648\u0642\u0627\u062a \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0633\u062a\u06af\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f \u0631\u0648\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p>\u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc CSV \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f\u060c \u0632\u06cc\u0631\u0627 \u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0622\u0646\u200c\u0647\u0627 \u0622\u0633\u0627\u0646 \u0627\u0633\u062a\u060c \u0627\u0646\u062f\u0627\u0632\u0647 \u0622\u0646\u200c\u0647\u0627 \u06a9\u0648\u0686\u06a9 \u0648 \u0633\u0631\u06cc\u0639 \u0647\u0633\u062a\u0646\u062f. process\/\u0627\u0646\u062a\u0642\u0627\u0644.  \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0627\u06cc\u0646 \u0645\u0632\u0627\u06cc\u0627\u060c \u0622\u0646\u0647\u0627 \u0627\u063a\u0644\u0628 \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f\u060c \u0627\u0632 \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u062a \u0627\u0644\u06a9\u062a\u0631\u0648\u0646\u06cc\u06a9 \u0622\u0646\u0644\u0627\u06cc\u0646 \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u062a\u0644\u0641\u0646 \u0647\u0645\u0631\u0627\u0647 \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062f\u0633\u06a9\u062a\u0627\u067e.  \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c Magento\u060c \u06cc\u06a9 \u067e\u0644\u062a\u0641\u0631\u0645 \u062a\u062c\u0627\u0631\u062a \u0627\u0644\u06a9\u062a\u0631\u0648\u0646\u06cc\u06a9\u060c \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0622\u0646 \u0634\u0646\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a <a rel=\"nofollow noopener\" target=\"_blank\" href=\"http:\/\/docs.magento.com\/m1\/ce\/user_guide\/store-operations\/data-csv-files.html\">\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 CSV<\/a>.<\/p>\n<p>\u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0632 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627 \u0645\u0627\u0646\u0646\u062f Microsoft Excel\u060c Notepad \u0648 Google Docs \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f import \u06cc\u0627 export \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc CSV<\/p>\n<h2 id=\"thecsvpythonmodule\"><span class=\"ez-toc-section\" id=\"%d8%a7%db%8c%d9%86_csv_%d9%85%d8%a7%da%98%d9%88%d9%84_%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\"><\/span>\u0627\u06cc\u0646 <code>csv<\/code> \u0645\u0627\u0698\u0648\u0644 \u067e\u0627\u06cc\u062a\u0648\u0646<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u06cc\u0646 <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/docs.python.org\/3\/library\/csv.html\">\u0645\u0627\u0698\u0648\u0644 csv<\/a> \u06a9\u0644\u0627\u0633 \u0647\u0627\u06cc\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631 \u0628\u0627 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc CSV \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0645\u06cc \u06a9\u0646\u062f.  \u0645\u062a\u0645\u0631\u06a9\u0632 \u0627\u0633\u062a \u0631\u0648\u06cc \u0642\u0627\u0644\u0628\u06cc \u06a9\u0647 \u0645\u0627\u06cc\u06a9\u0631\u0648\u0633\u0627\u0641\u062a \u0627\u06a9\u0633\u0644 \u062a\u0631\u062c\u06cc\u062d \u0645\u06cc \u062f\u0647\u062f.  \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0639\u0645\u0644\u06a9\u0631\u062f \u0622\u0646 \u0628\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u06a9\u0627\u0641\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 \u0627\u0633\u062a \u062a\u0627 \u0628\u0627 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc CSV \u06a9\u0647 \u0627\u0632 \u062c\u062f\u0627\u06a9\u0646\u0646\u062f\u0647 \u0647\u0627 \u0648 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631\u0647\u0627\u06cc \u0646\u0642\u0644 \u0642\u0648\u0644 \u0645\u062e\u062a\u0644\u0641 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f\u060c \u06a9\u0627\u0631 \u06a9\u0646\u062f.<\/p>\n<p>\u0627\u06cc\u0646 \u0645\u0627\u0698\u0648\u0644 \u062a\u0648\u0627\u0628\u0639 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f <code>reader<\/code> \u0648 <code>writer<\/code>\u060c \u06a9\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062a\u0648\u0627\u0644\u06cc \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u0646\u062f.  \u0622\u0646 \u0631\u0627 \u0646\u06cc\u0632 \u062f\u0627\u0631\u062f <code>DictReader<\/code> \u0648 <code>DictWriter<\/code> \u06a9\u0644\u0627\u0633 \u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc CSV \u0634\u0645\u0627 \u062f\u0631 \u0642\u0627\u0644\u0628 \u06cc\u06a9 \u0634\u06cc \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u067e\u0627\u06cc\u062a\u0648\u0646.<\/p>\n<h3 id=\"csvreader\"><span class=\"ez-toc-section\" id=\"csvreader\"><\/span>csv.reader<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u06cc\u0646 <code>csv.reader(csvfile, dialect='excel', **fmtparams)<\/code> \u0631\u0648\u0634 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0632 \u0641\u0627\u06cc\u0644\u06cc \u06a9\u0647 \u062d\u0627\u0648\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0627 \u0641\u0631\u0645\u062a CSV \u0627\u0633\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f.<\/p>\n<p>\u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0632\u06cc\u0631 \u0631\u0627 \u0645\u06cc \u06af\u06cc\u0631\u062f:<\/p>\n<ul>\n<li><code>csvfile<\/code>: \u06cc\u06a9 \u0634\u06cc \u06a9\u0647 \u0627\u0632 \u067e\u0631\u0648\u062a\u06a9\u0644 iterator \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f\u060c \u06a9\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u06cc\u06a9 \u0634\u06cc \u0641\u0627\u06cc\u0644 \u0628\u0631\u0627\u06cc \u0641\u0627\u06cc\u0644 CSV \u0627\u0633\u062a.<\/li>\n<li><code>dialect<\/code>  (\u0627\u062e\u062a\u06cc\u0627\u0631\u06cc): \u0646\u0627\u0645 \u0644\u0647\u062c\u0647 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 (\u06a9\u0647 \u062f\u0631 \u0628\u062e\u0634 \u0647\u0627\u06cc \u0628\u0639\u062f\u06cc \u062a\u0648\u0636\u06cc\u062d \u062f\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u062f \u0634\u062f)<\/li>\n<li><code>fmtparams<\/code>  (\u0627\u062e\u062a\u06cc\u0627\u0631\u06cc): \u0642\u0627\u0644\u0628 \u0628\u0646\u062f\u06cc \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0645\u0634\u062e\u0635 \u0634\u062f\u0647 \u062f\u0631 \u06af\u0648\u06cc\u0634 \u0631\u0627 \u0628\u0627\u0632\u0646\u0648\u06cc\u0633\u06cc \u0645\u06cc \u06a9\u0646\u062f<\/li>\n<\/ul>\n<p>\u0627\u06cc\u0646 \u0631\u0648\u0634 \u06cc\u06a9 \u0634\u06cc \u062e\u0648\u0627\u0646\u0646\u062f\u0647 \u0631\u0627 \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f\u060c \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u062e\u0637\u0648\u0637 CSV \u0634\u0645\u0627 \u062a\u06a9\u0631\u0627\u0631 \u0634\u0648\u062f.  \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0644\u06cc\u0633\u062a\u06cc \u0627\u0632 \u0631\u0634\u062a\u0647 \u0647\u0627 \u062e\u0648\u0627\u0646\u062f\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f.  \u0627\u06af\u0631 \u0642\u0627\u0644\u0628 QUOTE_NONNUMERIC \u0631\u0627 \u0645\u0634\u062e\u0635 \u06a9\u0646\u06cc\u0645\u060c \u0645\u0642\u0627\u062f\u06cc\u0631 \u063a\u06cc\u0631 \u0646\u0642\u0644 \u0642\u0648\u0644 \u0628\u0647 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0634\u0646\u0627\u0648\u0631 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u0634\u0648\u0646\u062f.<\/p>\n<p>\u06cc\u06a9 \u0645\u062b\u0627\u0644 \u0631\u0648\u06cc \u0631\u0648\u0634 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u062f\u0631 \u0642\u0633\u0645\u062a \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a <a href=\"#readingcsvfiles\">\u062e\u0648\u0627\u0646\u062f\u0646 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc CSV<\/a> \u0628\u062e\u0634 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647<\/p>\n<h3 id=\"csvwriter\"><span class=\"ez-toc-section\" id=\"csvwriter\"><\/span>csv.writer<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u06cc\u0646 <code>csv.writer(csvfile, dialect='excel', **fmtparams)<\/code> \u0645\u062a\u062f\u060c \u06a9\u0647 \u0634\u0628\u06cc\u0647 \u0628\u0647 \u0631\u0648\u0634 \u062e\u0648\u0627\u0646\u0646\u062f\u0647 \u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0628\u0627\u0644\u0627 \u062a\u0648\u0636\u06cc\u062d \u062f\u0627\u062f\u06cc\u0645\u060c \u0631\u0648\u0634\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0628\u0627 \u0641\u0631\u0645\u062a CSV \u0628\u0646\u0648\u06cc\u0633\u06cc\u0645.<\/p>\n<p>\u0627\u06cc\u0646 \u0631\u0648\u0634 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0632\u06cc\u0631 \u0631\u0627 \u0645\u06cc \u06af\u06cc\u0631\u062f:<\/p>\n<ul>\n<li><code>csvfile<\/code>: \u0647\u0631 \u0634\u06cc\u0621 \u0628\u0627 \u0627\u0644\u0641 <code>write()<\/code> \u0645\u062a\u062f\u060c \u06a9\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u06cc\u06a9 \u0634\u06cc \u0641\u0627\u06cc\u0644 \u0627\u0633\u062a<\/li>\n<li><code>dialect<\/code>  (\u0627\u062e\u062a\u06cc\u0627\u0631\u06cc): \u0646\u0627\u0645 \u06af\u0648\u06cc\u0634 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647<\/li>\n<li><code>fmtparams<\/code>  (\u0627\u062e\u062a\u06cc\u0627\u0631\u06cc): \u0642\u0627\u0644\u0628 \u0628\u0646\u062f\u06cc \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0645\u0634\u062e\u0635 \u0634\u062f\u0647 \u062f\u0631 \u06af\u0648\u06cc\u0634 \u0631\u0627 \u0628\u0627\u0632\u0646\u0648\u06cc\u0633\u06cc \u0645\u06cc \u06a9\u0646\u062f<\/li>\n<\/ul>\n<p>\u06cc\u06a9 \u0646\u06a9\u062a\u0647 \u0627\u062d\u062a\u06cc\u0627\u0637 \u0628\u0627 \u0627\u06cc\u0646 \u0631\u0648\u0634: \u0627\u06af\u0631 <code>csvfile<\/code> \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0645\u0634\u062e\u0635 \u0634\u062f\u0647 \u06cc\u06a9 \u0634\u06cc \u0641\u0627\u06cc\u0644 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0628\u0627 \u0622\u0646 \u0628\u0627\u0632 \u0634\u0648\u062f <code>newline=''<\/code>.  \u0627\u06af\u0631 \u0627\u06cc\u0646 \u0645\u0634\u062e\u0635 \u0646\u0634\u062f\u0647 \u0628\u0627\u0634\u062f\u060c \u062e\u0637\u0648\u0637 \u062c\u062f\u06cc\u062f \u062f\u0627\u062e\u0644 \u0641\u06cc\u0644\u062f\u0647\u0627\u06cc \u0646\u0642\u0644\u200c\u0634\u062f\u0647 \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u062a\u0641\u0633\u06cc\u0631 \u0646\u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0648 \u0628\u0633\u062a\u0647 \u0628\u0647 \u0622\u0646 \u0631\u0648\u06cc \u067e\u0644\u062a \u0641\u0631\u0645 \u06a9\u0627\u0631\u060c \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631\u0647\u0627\u06cc \u0627\u0636\u0627\u0641\u06cc\u060c \u0645\u0627\u0646\u0646\u062f &#8216;\\r&#8217; \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u0636\u0627\u0641\u0647 \u0634\u0648\u062f.<\/p>\n<h3 id=\"csvdictreaderandcsvdictwriter\"><span class=\"ez-toc-section\" id=\"csvdictreader_%d9%88_csvdictwriter\"><\/span><code>csv.DictReader<\/code>  \u0648 <code>csv.DictWriter<\/code><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u06cc\u0646 <code>csv<\/code> \u0645\u0627\u0698\u0648\u0644 \u0646\u06cc\u0632 \u0628\u0647 \u0645\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f <code>DictReader<\/code> \u0648 <code>DictWriter<\/code> \u06a9\u0644\u0627\u0633 \u0647\u0627\u060c \u06a9\u0647 \u0628\u0647 \u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0646\u0648\u0634\u062a\u0646 \u0641\u0627\u06cc\u0644 \u0647\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0634\u06cc\u0627\u0621 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0631\u0627 \u0645\u06cc \u062f\u0647\u0646\u062f.<\/p>\n<p>\u06a9\u0644\u0627\u0633 <code>DictReader()<\/code> \u0628\u0647 \u0631\u0648\u0634\u06cc \u0645\u0634\u0627\u0628\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f <code>csv.reader<\/code>\u060c \u0627\u0645\u0627 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 2 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0648 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 3 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0646\u06af\u0627\u0634\u062a \u0645\u06cc \u06a9\u0646\u062f. <code>OrderedDict<\/code>.  \u06a9\u0644\u06cc\u062f\u0647\u0627 \u0628\u0627 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0641\u06cc\u0644\u062f-names \u062f\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f.<\/p>\n<p>\u0648 \u062f\u0631\u0633\u062a \u0645\u062b\u0644 <code>DictReader<\/code>\u060c \u06a9\u0644\u0627\u0633 <code>DictWriter()<\/code> \u0628\u0633\u06cc\u0627\u0631 \u0634\u0628\u06cc\u0647 \u0628\u0647 <code>csv.writer<\/code> \u0631\u0648\u0634\u060c \u0627\u06af\u0631\u0686\u0647 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0631\u0627 \u0628\u0647 \u0631\u062f\u06cc\u0641 \u0647\u0627\u06cc \u062e\u0631\u0648\u062c\u06cc \u0646\u06af\u0627\u0634\u062a \u0645\u06cc \u06a9\u0646\u062f.  \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u0631\u062a\u0628 \u0646\u06cc\u0633\u062a\u0646\u062f\u060c \u0646\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u062a\u0631\u062a\u06cc\u0628 \u0631\u062f\u06cc\u0641\u200c\u0647\u0627 \u0631\u0627 \u062f\u0631 \u0641\u0627\u06cc\u0644 \u062e\u0631\u0648\u062c\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u0647\u0631 \u062f\u0648\u06cc \u0627\u06cc\u0646 \u06a9\u0644\u0627\u0633 \u0647\u0627 \u0634\u0627\u0645\u0644 \u06cc\u06a9 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06af\u0648\u06cc\u0634 \u0647\u0627 \u0647\u0633\u062a\u0646\u062f.<\/p>\n<h3 id=\"dialects\"><span class=\"ez-toc-section\" id=\"%da%af%d9%88%db%8c%d8%b4_%d9%87%d8%a7\"><\/span>\u06af\u0648\u06cc\u0634 \u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0622 <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/docs.python.org\/3\/library\/csv.html#dialects-and-formatting-parameters\">\u06af\u0648\u06cc\u0634<\/a>\u060c \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0646\u0648\u0634\u062a\u0646 CSV \u0647\u0627\u060c \u0633\u0627\u062e\u062a\u0627\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0642\u0627\u0644\u0628 \u0628\u0646\u062f\u06cc \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0627\u06cc\u062c\u0627\u062f\u060c \u0630\u062e\u06cc\u0631\u0647 \u0648 \u062f\u0648\u0628\u0627\u0631\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0648 \u0631\u0648\u0634 \u0645\u062e\u062a\u0644\u0641 \u0628\u0631\u0627\u06cc \u062a\u0639\u06cc\u06cc\u0646 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0642\u0627\u0644\u0628 \u0628\u0646\u062f\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.  \u0627\u0648\u0644\u06cc\u0646 \u0645\u0648\u0631\u062f \u0628\u0627 \u0627\u0639\u0644\u0627\u0646 \u06cc\u06a9 \u0632\u06cc\u0631 \u06a9\u0644\u0627\u0633 \u0627\u0632 \u0627\u06cc\u0646 \u06a9\u0644\u0627\u0633 \u0627\u0633\u062a \u06a9\u0647 \u0634\u0627\u0645\u0644 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u062e\u0627\u0635 \u0627\u0633\u062a.  \u0645\u0648\u0631\u062f \u062f\u0648\u0645 \u0628\u0627 \u0645\u0634\u062e\u0635 \u06a9\u0631\u062f\u0646 \u0645\u0633\u062a\u0642\u06cc\u0645 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0642\u0627\u0644\u0628 \u0628\u0646\u062f\u06cc\u060c \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0647\u0645\u0627\u0646 \u0646\u0627\u0645 \u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u062a\u0639\u0631\u06cc\u0641 \u0634\u062f\u0647 \u0627\u0633\u062a <code>Dialect<\/code> \u06a9\u0644\u0627\u0633<\/p>\n<p><code>Dialect<\/code>  \u0686\u0646\u062f\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0631\u0627 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f.  \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646\u0647\u0627 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n<ul>\n<li><code>Dialect.delimiter<\/code>: \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631 \u062c\u062f\u0627\u06a9\u0646\u0646\u062f\u0647 \u0628\u06cc\u0646 \u0641\u06cc\u0644\u062f\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.  \u0645\u0642\u062f\u0627\u0631 \u067e\u06cc\u0634 \u0641\u0631\u0636 \u06a9\u0627\u0645\u0627 (\u060c) \u0627\u0633\u062a.<\/li>\n<li><code>Dialect.quotechar<\/code>: \u0628\u0631\u0627\u06cc \u0646\u0642\u0644 \u0642\u0648\u0644 \u0641\u06cc\u0644\u062f\u0647\u0627\u06cc \u062d\u0627\u0648\u06cc \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631\u0647\u0627\u06cc \u062e\u0627\u0635 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.  \u067e\u06cc\u0634 \u0641\u0631\u0636 \u062f\u0648 \u0646\u0642\u0644 \u0642\u0648\u0644 (&#8220;) \u0627\u0633\u062a.<\/li>\n<li><code>Dialect.lineterminator<\/code>: \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u062e\u0637\u0648\u0637 \u062c\u062f\u06cc\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.  \u067e\u06cc\u0634 \u0641\u0631\u0636 &#8216;\\r\\n&#8217; \u0627\u0633\u062a.<\/li>\n<\/ul>\n<p>\u0627\u0632 \u0627\u06cc\u0646 \u06a9\u0644\u0627\u0633 \u0628\u0631\u0627\u06cc \u06af\u0641\u062a\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f <code>csv<\/code> \u0645\u0627\u0698\u0648\u0644 \u0631\u0648\u0634 \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc CSV \u063a\u06cc\u0631 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u062e\u0648\u062f.<\/p>\n<h3 id=\"versions\"><span class=\"ez-toc-section\" id=\"%d9%86%d8%b3%d8%ae%d9%87_%d9%87%d8%a7\"><\/span>\u0646\u0633\u062e\u0647 \u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u06af\u0631 \u0627\u0632 Python 2.7 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f\u060c \u06cc\u06a9 \u0646\u06a9\u062a\u0647 \u0645\u0647\u0645 \u0628\u0627\u06cc\u062f \u0628\u0647 \u0622\u0646 \u062a\u0648\u062c\u0647 \u06a9\u0646\u06cc\u062f: \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0648\u0631\u0648\u062f\u06cc \u06cc\u0648\u0646\u06cc\u06a9\u062f \u062f\u0631 \u0627\u06cc\u0646 \u0646\u0633\u062e\u0647 \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0647 \u0622\u0633\u0627\u0646\u06cc \u0646\u06cc\u0633\u062a\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0644\u0627\u0632\u0645 \u0628\u0627\u0634\u062f \u0645\u0637\u0645\u0626\u0646 \u0634\u0648\u06cc\u062f \u06a9\u0647 \u062a\u0645\u0627\u0645 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627\u06cc \u0634\u0645\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a UTF-8 \u06cc\u0627 \u0646\u0648\u06cc\u0633\u0647\u200c\u0647\u0627\u06cc ASCII \u0642\u0627\u0628\u0644 \u0686\u0627\u067e \u0627\u0633\u062a.<\/p>\n<h2 id=\"acsvfileexample\"><span class=\"ez-toc-section\" id=\"%db%8c%da%a9_%d9%86%d9%85%d9%88%d9%86%d9%87_%d9%81%d8%a7%db%8c%d9%84_csv\"><\/span>\u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u0641\u0627\u06cc\u0644 CSV<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0631\u0627 \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0628\u0627 \u06cc\u06a9 \u0648\u06cc\u0631\u0627\u06cc\u0634\u06af\u0631 \u0645\u062a\u0646 \u06cc\u0627 \u062d\u062a\u06cc \u0627\u06a9\u0633\u0644 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645.  \u062f\u0631 \u0645\u062b\u0627\u0644 \u0632\u06cc\u0631\u060c \u0641\u0627\u06cc\u0644 \u0627\u06a9\u0633\u0644 \u062f\u0627\u0631\u0627\u06cc \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632 \u0627\u0639\u062f\u0627\u062f (1\u060c 2 \u0648 3) \u0648 \u06a9\u0644\u0645\u0627\u062a (\u0635\u0628\u062d \u0628\u062e\u06cc\u0631\u060c \u0639\u0635\u0631 \u0628\u062e\u06cc\u0631\u060c \u0639\u0635\u0631 \u0628\u062e\u06cc\u0631) \u0627\u0633\u062a \u06a9\u0647 \u0647\u0631 \u06a9\u062f\u0627\u0645 \u062f\u0631 \u0633\u0644\u0648\u0644\u06cc \u0645\u062a\u0641\u0627\u0648\u062a \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p><img decoding=\"async\" class=\"img-responsive\" src=\"https:\/\/s3.amazonaws.com\/stackabuse\/media\/reading-writing-csv-python-1.png\" alt=\"\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0627\u06cc\u0646 \u0641\u0627\u06cc\u0644 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 CSV\u060c \u06a9\u0644\u06cc\u06a9 \u06a9\u0646\u06cc\u062f <em>File->Save As<\/em>\u060c \u0633\u067e\u0633 \u062f\u0631 <em>\u0630\u062e\u06cc\u0631\u0647 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646<\/em> \u067e\u0646\u062c\u0631\u0647\u060c &#8220;\u0645\u0642\u0627\u062f\u06cc\u0631 \u062c\u062f\u0627 \u0634\u062f\u0647 \u0628\u0627 \u06a9\u0627\u0645\u0627&#8221; \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f (<code>.csv<\/code>)&#8221; \u0632\u06cc\u0631 <strong>\u0642\u0627\u0644\u0628<\/strong> \u06a9\u0634\u0648\u06cc\u06cc  \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u06cc\u062f <code>csvexample.csv<\/code> \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0639\u062f\u06cc<\/p>\n<p>\u0633\u0627\u062e\u062a\u0627\u0631 \u0641\u0627\u06cc\u0644 CSV \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u06a9 \u0648\u06cc\u0631\u0627\u06cc\u0634\u06af\u0631 \u0645\u062a\u0646\u060c \u0645\u0627\u0646\u0646\u062f Notepad \u06cc\u0627 Sublime Text \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0631\u062f.  \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0647\u0645\u0627\u0646 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0641\u0627\u06cc\u0644 \u0627\u06a9\u0633\u0644 \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u0645\u060c \u0627\u0645\u0627 \u0628\u0627 \u06a9\u0627\u0645\u0627 \u0627\u0632 \u0647\u0645 \u062c\u062f\u0627 \u0634\u062f\u0647\u200c\u0627\u0646\u062f.<\/p>\n<pre><code class=\"hljs\">1,2,3\nGood morning,Good afternoon,Good evening\n<\/code><\/pre>\n<p>\u062f\u0631 \u0645\u062b\u0627\u0644 \u0647\u0627\u06cc \u0632\u06cc\u0631 \u0627\u0632 \u0627\u06cc\u0646 \u0641\u0627\u06cc\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.<\/p>\n<p>\u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u062c\u062f\u0627\u06a9\u0646\u0646\u062f\u0647 \u0631\u0627 \u0628\u0647 \u0686\u06cc\u0632\u06cc \u063a\u06cc\u0631 \u0627\u0632 \u06a9\u0627\u0645\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u0645\u060c \u0645\u0627\u0646\u0646\u062f \u0627\u0633\u0644\u0634 \u0631\u0648 \u0628\u0647 \u062c\u0644\u0648 (&#8216;\/&#8217;).  \u0627\u06cc\u0646 \u062a\u063a\u06cc\u06cc\u0631 \u0631\u0627 \u062f\u0631 \u0641\u0627\u06cc\u0644 \u0628\u0627\u0644\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f\u060c \u062a\u0645\u0627\u0645 \u06a9\u0627\u0645\u0627\u0647\u0627 \u0631\u0627 \u0628\u0627 \u0627\u0633\u0644\u0634 \u0647\u0627\u06cc \u062c\u0644\u0648 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \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>csvexample2.csv<\/code> \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0639\u062f\u06cc  \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f:<\/p>\n<pre><code class=\"hljs\">1\/2\/3\nGood morning\/Good afternoon\/Good evening\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc CSV \u0646\u06cc\u0632 \u0645\u0639\u062a\u0628\u0631 \u0627\u0633\u062a\u060c \u062a\u0627 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0627\u0632 \u06af\u0648\u06cc\u0634 \u0648 \u0642\u0627\u0644\u0628\u200c\u0628\u0646\u062f\u06cc \u0635\u062d\u06cc\u062d \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646\/\u0646\u0648\u0634\u062a\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645\u060c \u06a9\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f \u0628\u0647 \u06cc\u06a9 \u062c\u062f\u0627\u06a9\u0646\u0646\u062f\u0647 &#8216;\/&#8217; \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f.<\/p>\n<h2 id=\"readingcsvfiles\"><span class=\"ez-toc-section\" id=\"%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_%d9%81%d8%a7%db%8c%d9%84%e2%80%8c%d9%87%d8%a7%db%8c_csv\"><\/span>\u062e\u0648\u0627\u0646\u062f\u0646 \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc CSV<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 id=\"asimplecsvfile\"><span class=\"ez-toc-section\" id=\"%db%8c%da%a9_%d9%81%d8%a7%db%8c%d9%84_csv_%d8%b3%d8%a7%d8%af%d9%87\"><\/span>\u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0633\u0627\u062f\u0647<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0646\u0634\u0627\u0646 \u062f\u0647\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0622\u0646 \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f <code>csvexample.csv<\/code> \u0641\u0627\u06cc\u0644\u06cc \u06a9\u0647 \u062f\u0631 \u0642\u0633\u0645\u062a \u0642\u0628\u0644 \u0627\u06cc\u062c\u0627\u062f \u0648 \u062a\u0648\u0636\u06cc\u062d \u062f\u0627\u062f\u06cc\u0645.  \u06a9\u062f \u0628\u0647 \u0634\u0631\u062d \u0632\u06cc\u0631 \u0627\u0633\u062a:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> csv\n\n<span class=\"hljs-keyword\">with<\/span> <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'csvexample.csv'<\/span>, newline=<span class=\"hljs-string\">''<\/span>) <span class=\"hljs-keyword\">as<\/span> myFile:\n    reader = csv.reader(myFile)\n    <span class=\"hljs-keyword\">for<\/span> row <span class=\"hljs-keyword\">in<\/span> reader:\n        <span class=\"hljs-built_in\">print<\/span>(row)\n<\/code><\/pre>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u06a9\u062f \u0641\u0627\u06cc\u0644 CSV \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0628\u0627\u0632 \u0645\u06cc \u06a9\u0646\u06cc\u0645 <code>myFile<\/code> \u0648 \u0633\u067e\u0633 \u0627\u0632 <code>csv.reader<\/code> \u0631\u0648\u0634 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 <code>reader<\/code> \u0634\u06cc\u060c \u06a9\u0647 \u0633\u067e\u0633 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0622\u0646 \u0631\u0627 \u062a\u06a9\u0631\u0627\u0631 \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0647\u0631 \u062e\u0637 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u0645\u0627\u0646 \u0631\u0627 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0646\u06cc\u0645.  \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644\u060c \u0628\u0631\u0627\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646 \u0627\u06cc\u0646\u06a9\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648\u0627\u0642\u0639\u0627 \u062e\u0648\u0627\u0646\u062f\u0647 \u0634\u062f\u0647 \u0627\u0646\u062f\u060c \u0641\u0642\u0637 print \u0622\u0646 \u0631\u0627 \u0628\u0647 console.<\/p>\n<p>\u0627\u06af\u0631 \u06a9\u062f \u0631\u0627 \u062f\u0631 \u0641\u0627\u06cc\u0644\u06cc \u0628\u0647 \u0646\u0627\u0645 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u06cc\u0645 <code>reader.py<\/code> \u0648 \u0645\u0627 \u0622\u0646 \u0631\u0627 \u0627\u062c\u0631\u0627 \u0645\u06cc \u06a9\u0646\u06cc\u0645\u060c \u0646\u062a\u06cc\u062c\u0647 \u0628\u0627\u06cc\u062f \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0631\u0627 \u0646\u0634\u0627\u0646 \u062f\u0647\u062f:<\/p>\n<pre><code class=\"hljs\">$ python reader.py\n(<span class=\"hljs-string\">'1'<\/span>, <span class=\"hljs-string\">'2'<\/span>, <span class=\"hljs-string\">'3'<\/span>)\n(<span class=\"hljs-string\">'Good morning'<\/span>, <span class=\"hljs-string\">'Good afternoon'<\/span>, <span class=\"hljs-string\">'Good evening'<\/span>)\n<\/code><\/pre>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0627\u0632 \u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u062f \u0645\u06cc \u0628\u06cc\u0646\u06cc\u0645\u060c \u0645\u062d\u062a\u0648\u06cc\u0627\u062a \u06a9\u062f \u0631\u0627 \u0628\u062f\u0633\u062a \u0645\u06cc \u0622\u0648\u0631\u06cc\u0645 <code>csvexample.csv<\/code> \u0641\u0627\u06cc\u0644\u06cc \u06a9\u0647 \u062f\u0631 console\u060c \u0628\u0627 \u0627\u06cc\u0646 \u062a\u0641\u0627\u0648\u062a \u06a9\u0647 \u0627\u06a9\u0646\u0648\u0646 \u0628\u0647 \u0634\u06a9\u0644 \u0633\u0627\u062e\u062a\u0627\u0631 \u06cc\u0627\u0641\u062a\u0647 \u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0631\u0627\u062d\u062a \u062a\u0631 \u062f\u0631 \u06a9\u062f \u062e\u0648\u062f \u0628\u0627 \u0622\u0646 \u06a9\u0627\u0631 \u06a9\u0646\u06cc\u0645.<\/p>\n<h3 id=\"changingthedelimiter\"><span class=\"ez-toc-section\" id=\"%d8%aa%d8%ba%db%8c%db%8c%d8%b1_%d8%ac%d8%af%d8%a7%da%a9%d9%86%d9%86%d8%af%d9%87\"><\/span>\u062a\u063a\u06cc\u06cc\u0631 \u062c\u062f\u0627\u06a9\u0646\u0646\u062f\u0647<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u06cc\u0646 <code>csv<\/code> \u0645\u0627\u0698\u0648\u0644 \u0628\u0647 \u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc CSV \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u0645\u060c \u062d\u062a\u06cc \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0642\u0627\u0644\u0628 \u0641\u0627\u06cc\u0644 \u0628\u0627 \u0642\u0627\u0644\u0628\u200c\u0628\u0646\u062f\u06cc \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0633\u062a.  \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0645\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0641\u0627\u06cc\u0644\u06cc \u0631\u0627 \u0628\u0627 \u062c\u062f\u0627\u06a9\u0646\u0646\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0628\u062e\u0648\u0627\u0646\u06cc\u0645\u060c \u0645\u0627\u0646\u0646\u062f \u0628\u0631\u06af\u0647\u200c\u0647\u0627\u060c \u0646\u0642\u0637\u0647\u200c\u0647\u0627 \u06cc\u0627 \u062d\u062a\u06cc \u0641\u0627\u0635\u0644\u0647\u200c\u0647\u0627 (\u0648\u0627\u0642\u0639\u0627\u064b \u0647\u0631 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631\u06cc).  \u062f\u0631 \u0645\u062b\u0627\u0644 \u062f\u06cc\u06af\u0631 \u0645\u0627\u060c <code>csvexample2.csv<\/code>\u060c \u0628\u0631\u0627\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646 \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639\u060c \u06a9\u0627\u0645\u0627 \u0631\u0627 \u0628\u0627 \u06cc\u06a9 \u0627\u0633\u0644\u0634 \u0631\u0648 \u0628\u0647 \u062c\u0644\u0648 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0645.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0647\u0645\u0627\u0646 \u06a9\u0627\u0631 \u0641\u0648\u0642 \u0628\u0627 \u0627\u06cc\u0646 \u0642\u0627\u0644\u0628 \u0628\u0646\u062f\u06cc \u062c\u062f\u06cc\u062f\u060c \u0628\u0627\u06cc\u062f \u06a9\u062f \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u0645 \u062a\u0627 \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u062c\u062f\u0627\u06a9\u0646\u0646\u062f\u0647 \u062c\u062f\u06cc\u062f \u062f\u0631 \u062d\u0627\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0627\u0634\u062f.  \u062f\u0631 \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644 \u0645\u0627 \u06a9\u062f \u0631\u0627 \u062f\u0631 \u0641\u0627\u06cc\u0644\u06cc \u0628\u0647 \u0646\u0627\u0645 reader2 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0645.py.  \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u0635\u0644\u0627\u062d \u0634\u062f\u0647 \u0628\u0647 \u0634\u0631\u062d \u0632\u06cc\u0631 \u0627\u0633\u062a:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> csv\n\n<span class=\"hljs-keyword\">with<\/span> <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'csvexample2.csv'<\/span>, newline=<span class=\"hljs-string\">''<\/span>) <span class=\"hljs-keyword\">as<\/span> myFile:\n    reader = csv.reader(myFile, delimiter=<span class=\"hljs-string\">'\/'<\/span>, quoting=csv.QUOTE_NONE)\n    <span class=\"hljs-keyword\">for<\/span> row <span class=\"hljs-keyword\">in<\/span> reader:\n        <span class=\"hljs-built_in\">print<\/span>(row)\n<\/code><\/pre>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0627\u0632 \u06a9\u062f \u0628\u0627\u0644\u0627 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u0645\u060c \u062e\u0637 \u0633\u0648\u0645 \u06a9\u062f \u0631\u0627 \u0628\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u0622\u0646 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0627\u062f\u0647 \u0627\u06cc\u0645 <code>delimiter<\/code> \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0648 \u062a\u062e\u0635\u06cc\u0635 \u0645\u0642\u062f\u0627\u0631 &#8216;\/&#8217; \u0628\u0647 \u0622\u0646.  \u0627\u06cc\u0646 \u0628\u0647 \u0631\u0648\u0634 \u0645\u06cc \u06af\u0648\u06cc\u062f \u06a9\u0647 \u0647\u0645\u0647 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631\u0647\u0627\u06cc &#8216;\/&#8217; \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0646\u0642\u0637\u0647 \u062c\u062f\u0627\u06cc\u06cc \u0628\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0633\u062a\u0648\u0646 \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u062f.<\/p>\n<p>\u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 quoting \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0645 \u0648 \u0645\u0642\u062f\u0627\u0631 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0622\u0646 \u0627\u062e\u062a\u0635\u0627\u0635 \u062f\u0627\u062f\u0647 \u0627\u06cc\u0645 <code>csv.QUOTE_NONE<\/code>\u060c \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u06cc \u06a9\u0647 \u0631\u0648\u0634 \u062f\u0631 \u0647\u0646\u06af\u0627\u0645 \u062a\u062c\u0632\u06cc\u0647 \u0646\u0628\u0627\u06cc\u062f \u0627\u0632 \u0646\u0642\u0644 \u0642\u0648\u0644 \u062e\u0627\u0635\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f.  \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0627\u0646\u062a\u0638\u0627\u0631 \u0645\u06cc \u0631\u0648\u062f\u060c \u0646\u062a\u06cc\u062c\u0647 \u0645\u0634\u0627\u0628\u0647 \u0645\u062b\u0627\u0644 \u0642\u0628\u0644\u06cc \u0627\u0633\u062a:<\/p>\n<pre><code class=\"hljs\">$ python reader2.py\n(<span class=\"hljs-string\">'1'<\/span>, <span class=\"hljs-string\">'2'<\/span>, <span class=\"hljs-string\">'3'<\/span>)\n(<span class=\"hljs-string\">'Good morning'<\/span>, <span class=\"hljs-string\">'Good afternoon'<\/span>, <span class=\"hljs-string\">'Good evening'<\/span>)\n<\/code><\/pre>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u062f\u060c \u0628\u0647 \u0644\u0637\u0641 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u06a9\u0648\u0686\u06a9 \u062f\u0631 \u06a9\u062f\u060c \u0645\u0627 \u0647\u0645\u0686\u0646\u0627\u0646 \u0647\u0645\u0627\u0646 \u0646\u062a\u06cc\u062c\u0647 \u0645\u0648\u0631\u062f \u0627\u0646\u062a\u0638\u0627\u0631 \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<h2 id=\"creatingadialect\"><span class=\"ez-toc-section\" id=\"%d8%a7%db%8c%d8%ac%d8%a7%d8%af_%db%8c%da%a9_%da%af%d9%88%db%8c%d8%b4\"><\/span>\u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u06af\u0648\u06cc\u0634<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u06cc\u0646 <code>csv<\/code> \u0645\u0627\u0698\u0648\u0644 \u0628\u0647 \u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u06cc\u06a9 \u06af\u0648\u06cc\u0634 \u0628\u0627 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u062e\u0627\u0635 \u0641\u0627\u06cc\u0644 CSV \u062e\u0648\u062f \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645.  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0647\u0645\u0627\u0646 \u0646\u062a\u06cc\u062c\u0647 \u0628\u0627\u0644\u0627 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0627 \u06a9\u062f \u0632\u06cc\u0631 \u0646\u06cc\u0632 \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u062f:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> csv\n\ncsv.register_dialect(<span class=\"hljs-string\">'myDialect'<\/span>, delimiter=<span class=\"hljs-string\">'\/'<\/span>, quoting=csv.QUOTE_NONE)\n\n<span class=\"hljs-keyword\">with<\/span> <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'csvexample2.csv'<\/span>, newline=<span class=\"hljs-string\">''<\/span>) <span class=\"hljs-keyword\">as<\/span> myFile:\n   reader = csv.reader(myFile, dialect=<span class=\"hljs-string\">'myDialect'<\/span>)\n   <span class=\"hljs-keyword\">for<\/span> row <span class=\"hljs-keyword\">in<\/span> reader:\n       <span class=\"hljs-built_in\">print<\/span>(row) \n<\/code><\/pre>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0645\u0627 \u06af\u0648\u06cc\u0634 \u0646\u0627\u0645\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 \u062e\u0648\u062f\u0645\u0627\u0646 \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u0648 \u062b\u0628\u062a \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f \u0627\u0632 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0642\u0627\u0644\u0628 \u0628\u0646\u062f\u06cc \u0645\u0634\u0627\u0628\u0647 \u0642\u0628\u0644\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f (\u0627\u0633\u0644\u0634 \u0647\u0627\u06cc \u062c\u0644\u0648 \u0648 \u0628\u062f\u0648\u0646 \u0646\u0642\u0644 \u0642\u0648\u0644).  \u0633\u067e\u0633 \u0645\u0634\u062e\u0635 \u0645\u06cc \u06a9\u0646\u06cc\u0645 <code>csv.reader<\/code> \u06a9\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u0645 \u0627\u0632 \u0644\u0647\u062c\u0647\u200c\u0627\u06cc \u06a9\u0647 \u062b\u0628\u062a \u06a9\u0631\u062f\u0647\u200c\u0627\u06cc\u0645 \u0628\u0627 \u06af\u0630\u0627\u0634\u062a\u0646 \u0646\u0627\u0645 \u0622\u0646 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645 <code>dialect<\/code> \u067e\u0627\u0631\u0627\u0645\u062a\u0631.<\/p>\n<p>\u0627\u06af\u0631 \u0627\u06cc\u0646 \u06a9\u062f \u0631\u0627 \u062f\u0631 \u0641\u0627\u06cc\u0644\u06cc \u0628\u0647 \u0646\u0627\u0645 reader3 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u06cc\u0645.py \u0648 \u0622\u0646 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f\u060c \u0646\u062a\u06cc\u062c\u0647 \u0628\u0647 \u0634\u0631\u062d \u0632\u06cc\u0631 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f:<\/p>\n<pre><code class=\"hljs\">$ python reader3.py\n(<span class=\"hljs-string\">'1'<\/span>, <span class=\"hljs-string\">'2'<\/span>, <span class=\"hljs-string\">'3'<\/span>)\n(<span class=\"hljs-string\">'Good morning'<\/span>, <span class=\"hljs-string\">'Good afternoon'<\/span>, <span class=\"hljs-string\">'Good evening'<\/span>)\n<\/code><\/pre>\n<p>\u0628\u0627\u0632 \u0647\u0645\u060c \u0627\u06cc\u0646 \u062e\u0631\u0648\u062c\u06cc \u062f\u0642\u06cc\u0642\u0627\u064b \u0647\u0645\u0627\u0646 \u062e\u0631\u0648\u062c\u06cc \u0628\u0627\u0644\u0627 \u0627\u0633\u062a\u060c \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u06cc \u06a9\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u063a\u06cc\u0631 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f CSV \u0631\u0627 \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u062a\u062c\u0632\u06cc\u0647 \u06a9\u0631\u062f\u06cc\u0645.<\/p>\n<h2 id=\"writingtocsvfiles\"><span class=\"ez-toc-section\" id=\"%d9%86%d9%88%d8%b4%d8%aa%d9%86_%d8%af%d8%b1_%d9%81%d8%a7%db%8c%d9%84%e2%80%8c%d9%87%d8%a7%db%8c_csv\"><\/span>\u0646\u0648\u0634\u062a\u0646 \u062f\u0631 \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc CSV<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631\u0633\u062a \u0645\u0627\u0646\u0646\u062f \u062e\u0648\u0627\u0646\u062f\u0646 CSV \u0647\u0627\u060c <code>csv<\/code> \u0645\u0627\u0698\u0648\u0644 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0646\u0627\u0633\u0628 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u0632\u06cc\u0627\u062f\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0646\u0648\u0634\u062a\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0646\u06cc\u0632 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f.  \u0627\u06cc\u0646 <code>writer<\/code> \u0634\u06cc \u062f\u0648 \u062a\u0627\u0628\u0639 \u062f\u0627\u0631\u062f\u060c \u06cc\u0639\u0646\u06cc <code>writerow()<\/code> \u0648 <code>writerows()<\/code>.  \u062a\u0641\u0627\u0648\u062a \u0628\u06cc\u0646 \u0622\u0646\u0647\u0627\u060c \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u064b \u0627\u0632 \u0631\u0648\u06cc \u0646\u0627\u0645 \u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0645\u062a\u0648\u062c\u0647 \u0634\u0648\u06cc\u062f\u060c \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u062a\u0627\u0628\u0639 \u0627\u0648\u0644 \u0641\u0642\u0637 \u06cc\u06a9 \u0631\u062f\u06cc\u0641 \u0645\u06cc \u0646\u0648\u06cc\u0633\u062f \u0648 \u062a\u0627\u0628\u0639 <code>writerows()<\/code> \u0686\u0646\u062f\u06cc\u0646 \u0631\u062f\u06cc\u0641 \u0631\u0627 \u0647\u0645\u0632\u0645\u0627\u0646 \u0645\u06cc \u0646\u0648\u06cc\u0633\u062f.<\/p>\n<p>\u06a9\u062f \u062f\u0631 \u0645\u062b\u0627\u0644 \u0632\u06cc\u0631 \u0641\u0647\u0631\u0633\u062a\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0647\u0631 \u0639\u0646\u0635\u0631 \u062f\u0631 \u0644\u06cc\u0633\u062a \u0628\u06cc\u0631\u0648\u0646\u06cc \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u06cc\u06a9 \u0631\u062f\u06cc\u0641 \u062f\u0631 \u0641\u0627\u06cc\u0644 CSV \u0627\u0633\u062a.  \u0633\u067e\u0633\u060c \u06a9\u062f \u0645\u0627 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0628\u0647 \u0646\u0627\u0645 \u0628\u0627\u0632 \u0645\u06cc \u06a9\u0646\u062f <code>csvexample3.csv<\/code>\u060c \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f <code>writer<\/code> \u0634\u06cc\u060c \u0648 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u0627 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0639\u0628\u0627\u0631\u062a \u062f\u0631 \u0641\u0627\u06cc\u0644 \u0645\u06cc \u0646\u0648\u06cc\u0633\u062f <code>writerows()<\/code> \u0631\u0648\u0634.<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> csv\n\nmyData = ((<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>), (<span class=\"hljs-string\">'Good Morning'<\/span>, <span class=\"hljs-string\">'Good Evening'<\/span>, <span class=\"hljs-string\">'Good Afternoon'<\/span>))\nmyFile = <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'csvexample3.csv'<\/span>, <span class=\"hljs-string\">'w'<\/span>)\n<span class=\"hljs-keyword\">with<\/span> myFile:\n   writer = csv.writer(myFile)\n   writer.writerows(myData)\n<\/code><\/pre>\n<p>\u0641\u0627\u06cc\u0644 \u062d\u0627\u0635\u0644\u060c <code>csvexample3.csv<\/code>\u060c \u0628\u0627\u06cc\u062f \u0645\u062a\u0646 \u0632\u06cc\u0631 \u0631\u0627 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f:<\/p>\n<pre><code class=\"hljs\">1,2,3\nGood Morning,Good Evening,Good Afternoon\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 <code>writer<\/code> \u0634\u06cc \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0647 \u0633\u0627\u06cc\u0631 \u0641\u0631\u0645\u062a \u0647\u0627\u06cc CSV \u0646\u06cc\u0632 \u067e\u0627\u0633\u062e \u0645\u06cc \u062f\u0647\u062f.  \u0645\u062b\u0627\u0644 \u0632\u06cc\u0631 \u06cc\u06a9 \u06af\u0648\u06cc\u0634 \u0628\u0627 &#8216;\/&#8217; \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u062c\u062f\u0627\u06a9\u0646\u0646\u062f\u0647 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> csv\n\nmyData = ((<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>), (<span class=\"hljs-string\">'Good Morning'<\/span>, <span class=\"hljs-string\">'Good Evening'<\/span>, <span class=\"hljs-string\">'Good Afternoon'<\/span>))\n\ncsv.register_dialect(<span class=\"hljs-string\">'myDialect'<\/span>, delimiter=<span class=\"hljs-string\">'\/'<\/span>, quoting=csv.QUOTE_NONE)\n\nmyFile = <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'csvexample4.csv'<\/span>, <span class=\"hljs-string\">'w'<\/span>)\n<span class=\"hljs-keyword\">with<\/span> myFile:\n   writer = csv.writer(myFile, dialect=<span class=\"hljs-string\">'myDialect'<\/span>)\n   writer.writerows(myData)\n<\/code><\/pre>\n<p>\u0645\u0634\u0627\u0628\u0647 \u0645\u062b\u0627\u0644 &#8220;\u062e\u0648\u0627\u0646\u062f\u0646&#8221; \u0645\u0627\u060c \u0645\u0627 \u06cc\u06a9 \u06af\u0648\u06cc\u0634 \u0631\u0627 \u0628\u0647 \u0647\u0645\u06cc\u0646 \u0631\u0648\u0634 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u06cc\u0645 (\u0627\u0632 \u0637\u0631\u06cc\u0642 <code>csv.register_dialect()<\/code>) \u0648 \u0628\u0627 \u0645\u0634\u062e\u0635 \u06a9\u0631\u062f\u0646 \u0646\u0627\u0645 \u0627\u0632 \u0622\u0646 \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062a\u0631\u062a\u06cc\u0628 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0648 \u062f\u0648\u0628\u0627\u0631\u0647\u060c \u0627\u062c\u0631\u0627\u06cc \u06a9\u062f \u0628\u0627\u0644\u0627 \u0645\u0646\u062c\u0631 \u0628\u0647 \u062e\u0631\u0648\u062c\u06cc \u0632\u06cc\u0631 \u0628\u0631\u0627\u06cc \u062c\u062f\u06cc\u062f \u0645\u0627 \u0645\u06cc \u0634\u0648\u062f <code>csvexample4.csv<\/code> \u0641\u0627\u06cc\u0644:<\/p>\n<pre><code class=\"hljs\">1\/2\/3\nGood Morning\/Good Evening\/Good Afternoon\n<\/code><\/pre>\n<h2 id=\"usingdictionaries\"><span class=\"ez-toc-section\" id=\"%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87_%d8%a7%d8%b2_%d8%af%db%8c%da%a9%d8%b4%d9%86%d8%b1%db%8c_%d9%87%d8%a7\"><\/span>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0645\u0648\u0627\u0631\u062f\u060c \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 \u062f\u0648\u0628\u0639\u062f\u06cc \u0641\u0631\u0645\u062a \u0646\u0645\u06cc \u0634\u0648\u0646\u062f (\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u0645\u062b\u0627\u0644 \u0647\u0627\u06cc \u0642\u0628\u0644\u06cc \u062f\u06cc\u062f\u06cc\u0645)\u060c \u0648 \u0627\u06af\u0631 \u06a9\u0646\u062a\u0631\u0644 \u0628\u0647\u062a\u0631\u06cc \u0631\u0648\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u06cc \u062e\u0648\u0627\u0646\u06cc\u0645 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645\u060c \u062e\u0648\u0628 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f.  \u0628\u0631\u0627\u06cc \u06a9\u0645\u06a9 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0634\u06a9\u0644\u060c <code>csv<\/code> \u0645\u0627\u0698\u0648\u0644 \u06a9\u0644\u0627\u0633\u200c\u0647\u0627\u06cc \u06a9\u0645\u06a9\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0628\u0647 \u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc CSV \u062e\u0648\u062f \u0631\u0627 \u062f\u0631\/\u0627\u0632 \u0627\u0634\u06cc\u0627\u0621 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0628\u062e\u0648\u0627\u0646\u06cc\u0645\/\u0628\u0646\u0648\u06cc\u0633\u06cc\u0645\u060c \u06a9\u0647 \u06a9\u0627\u0631 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0622\u0633\u0627\u0646\u200c\u062a\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<p>\u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0631\u0627\u06cc \u0627\u06a9\u062b\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0633\u06cc\u0627\u0631 \u0637\u0628\u06cc\u0639\u06cc \u062a\u0631 \u0627\u0633\u062a \u0648 \u0628\u0647 \u0644\u0637\u0641 \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 <code>dict<\/code>.<\/p>\n<h3 id=\"readingacsvfilewithdictreader\"><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_csv_%d8%a8%d8%a7_dictreader\"><\/span>\u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0628\u0627 DictReader<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0648\u06cc\u0631\u0627\u06cc\u0634\u06af\u0631 \u0645\u062a\u0646 \u0645\u0648\u0631\u062f \u0639\u0644\u0627\u0642\u0647 \u062e\u0648\u062f\u060c \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0628\u0647 \u0646\u0627\u0645 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f <code>countries.csv<\/code> \u0628\u0627 \u0645\u062d\u062a\u0648\u0627\u06cc \u0632\u06cc\u0631:<\/p>\n<pre><code class=\"hljs\">country,capital\nFrance,Paris\nItaly,Rome\nSpain,Madrid\nRussia,Moscow\n<\/code><\/pre>\n<p>\u0627\u06a9\u0646\u0648\u0646\u060c \u0642\u0627\u0644\u0628 \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u06a9\u0645\u06cc \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0632 \u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc \u0642\u0628\u0644\u06cc \u0645\u0627 \u0628\u0647 \u0646\u0638\u0631 \u0628\u0631\u0633\u062f.  \u0631\u062f\u06cc\u0641 \u0627\u0648\u0644 \u062f\u0631 \u0627\u06cc\u0646 \u0641\u0627\u06cc\u0644 \u0634\u0627\u0645\u0644 \u0646\u0627\u0645 \u0641\u06cc\u0644\u062f\/\u0633\u062a\u0648\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0647\u0631 \u0633\u062a\u0648\u0646 \u062f\u0627\u062f\u0647 \u06cc\u06a9 \u0628\u0631\u0686\u0633\u0628 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u06a9\u0646\u062f.  \u0633\u0637\u0631\u0647\u0627\u06cc \u0627\u06cc\u0646 \u0641\u0627\u06cc\u0644 \u0634\u0627\u0645\u0644 \u062c\u0641\u062a \u0645\u0642\u0627\u062f\u06cc\u0631 (\u06a9\u0634\u0648\u0631\u060c \u0633\u0631\u0645\u0627\u06cc\u0647) \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u06a9\u0627\u0645\u0627 \u0627\u0632 \u0647\u0645 \u062c\u062f\u0627 \u0634\u062f\u0647 \u0627\u0646\u062f.  \u0627\u06cc\u0646 \u0628\u0631\u0686\u0633\u0628\u200c\u0647\u0627 \u0627\u062e\u062a\u06cc\u0627\u0631\u06cc \u0647\u0633\u062a\u0646\u062f\u060c \u0627\u0645\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0641\u06cc\u062f \u0647\u0633\u062a\u0646\u062f\u060c \u0645\u062e\u0635\u0648\u0635\u0627\u064b \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0628\u0627\u06cc\u062f \u062e\u0648\u062f\u062a\u0627\u0646 \u0628\u0647 \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0646\u06af\u0627\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u0627\u06cc\u0646 \u0641\u0627\u06cc\u0644 \u06a9\u062f \u0632\u06cc\u0631 \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> csv  \n\n<span class=\"hljs-keyword\">with<\/span> <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'countries.csv'<\/span>) <span class=\"hljs-keyword\">as<\/span> myFile:  \n    reader = csv.DictReader(myFile)\n    <span class=\"hljs-keyword\">for<\/span> row <span class=\"hljs-keyword\">in<\/span> reader:\n        <span class=\"hljs-built_in\">print<\/span>(row(<span class=\"hljs-string\">'country'<\/span>))\n<\/code><\/pre>\n<p>\u0645\u0627 \u0647\u0645\u0686\u0646\u0627\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0647\u0631 \u0631\u062f\u06cc\u0641 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062d\u0644\u0642\u0647 \u0645\u06cc\u200c\u0632\u0646\u06cc\u0645\u060c \u0627\u0645\u0627 \u0645\u062a\u0648\u062c\u0647 \u0645\u06cc\u200c\u0634\u0648\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u06a9\u0646\u0648\u0646 \u0628\u0647 \u0633\u062a\u0648\u0646\u200c\u0647\u0627\u06cc \u0647\u0631 \u0631\u062f\u06cc\u0641 \u0628\u0627 \u0628\u0631\u0686\u0633\u0628 \u0622\u0646\u200c\u0647\u0627\u060c \u06a9\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f \u06a9\u0634\u0648\u0631 \u0627\u0633\u062a\u060c \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645.  \u0627\u06af\u0631 \u0645\u06cc \u062e\u0648\u0627\u0633\u062a\u06cc\u0645 \u0645\u06cc \u062a\u0648\u0627\u0646\u0633\u062a\u06cc\u0645 \u0628\u0647 \u067e\u0627\u06cc\u062a\u062e\u062a \u0647\u0645 \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645 <code>row('capital')<\/code>.<\/p>\n<p>\u0627\u062c\u0631\u0627\u06cc \u06a9\u062f \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0645\u06cc \u0634\u0648\u062f:<\/p>\n<pre><code class=\"hljs\">$ python readerDict.py\nFrance\nItaly\nSpain\nRussia\n<\/code><\/pre>\n<h3 id=\"writingtoafilewithdictwriter\"><span class=\"ez-toc-section\" id=\"%d9%86%d9%88%d8%b4%d8%aa%d9%86_%d8%b1%d9%88%db%8c_%db%8c%da%a9_%d9%81%d8%a7%db%8c%d9%84_%d8%a8%d8%a7_dictwriter\"><\/span>\u0646\u0648\u0634\u062a\u0646 \u0631\u0648\u06cc \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0628\u0627 DictWriter<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0647\u0627\u06cc \u062e\u0648\u062f \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645.  \u062f\u0631 \u06a9\u062f \u0632\u06cc\u0631 \u06cc\u06a9 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0628\u0627 \u0641\u06cc\u0644\u062f\u0647\u0627\u06cc \u06a9\u0634\u0648\u0631 \u0648 \u067e\u0627\u06cc\u062a\u062e\u062a \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u06cc\u0645.  \u0633\u067e\u0633 \u06cc\u06a9 \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u06cc\u0645 <code>writer<\/code> \u0634\u06cc \u06a9\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062f\u0631 \u0645\u0627 \u0645\u06cc \u0646\u0648\u06cc\u0633\u062f <code>countries.csv<\/code> \u0641\u0627\u06cc\u0644\u060c \u06a9\u0647 \u062f\u0627\u0631\u0627\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u0641\u06cc\u0644\u062f\u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0642\u0628\u0644\u0627\u064b \u0628\u0627 \u0644\u06cc\u0633\u062a \u062a\u0639\u0631\u06cc\u0641 \u0634\u062f\u0647 \u0627\u0633\u062a <code>myFields<\/code>.<\/p>\n<p>\u067e\u0633 \u0627\u0632 \u0622\u0646\u060c \u0627\u0628\u062a\u062f\u0627 \u0631\u062f\u06cc\u0641 \u0633\u0631\u0635\u0641\u062d\u0647 \u0631\u0627 \u0628\u0627 the \u0645\u06cc \u0646\u0648\u06cc\u0633\u06cc\u0645 <code>writeheader()<\/code> \u0631\u0648\u0634\u060c \u0648 \u0633\u067e\u0633 \u062c\u0641\u062a \u0645\u0642\u0627\u062f\u06cc\u0631 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <code>writerow()<\/code> \u0631\u0648\u0634.  \u0645\u0648\u0642\u0639\u06cc\u062a \u0647\u0631 \u0645\u0642\u062f\u0627\u0631 \u062f\u0631 \u0631\u062f\u06cc\u0641 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0628\u0631\u0686\u0633\u0628 \u0633\u062a\u0648\u0646 \u0645\u0634\u062e\u0635 \u0645\u06cc \u0634\u0648\u062f.  \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u064b \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0648\u0642\u062a\u06cc \u062f\u0647\u200c\u0647\u0627 \u06cc\u0627 \u062d\u062a\u06cc \u0635\u062f\u0647\u0627 \u0633\u062a\u0648\u0646 \u062f\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc CSV \u062e\u0648\u062f \u062f\u0627\u0631\u06cc\u062f\u060c \u0686\u0642\u062f\u0631 \u0645\u0641\u06cc\u062f \u0627\u0633\u062a.<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> csv\n\nmyFile = <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'countries.csv'<\/span>, <span class=\"hljs-string\">'w'<\/span>)\n<span class=\"hljs-keyword\">with<\/span> myFile:    \n    myFields = (<span class=\"hljs-string\">'country'<\/span>, <span class=\"hljs-string\">'capital'<\/span>)\n    writer = csv.DictWriter(myFile, fieldnames=myFields)    \n    writer.writeheader()\n    writer.writerow({<span class=\"hljs-string\">'country'<\/span> : <span class=\"hljs-string\">'France'<\/span>, <span class=\"hljs-string\">'capital'<\/span>: <span class=\"hljs-string\">'Paris'<\/span>})\n    writer.writerow({<span class=\"hljs-string\">'country'<\/span> : <span class=\"hljs-string\">'Italy'<\/span>, <span class=\"hljs-string\">'capital'<\/span>: <span class=\"hljs-string\">'Rome'<\/span>})\n    writer.writerow({<span class=\"hljs-string\">'country'<\/span> : <span class=\"hljs-string\">'Spain'<\/span>, <span class=\"hljs-string\">'capital'<\/span>: <span class=\"hljs-string\">'Madrid'<\/span>})\n    writer.writerow({<span class=\"hljs-string\">'country'<\/span> : <span class=\"hljs-string\">'Russia'<\/span>, <span class=\"hljs-string\">'capital'<\/span>: <span class=\"hljs-string\">'Moscow'<\/span>})\n<\/code><\/pre>\n<p>\u0648 \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u062f \u062e\u0631\u0648\u062c\u06cc CSV \u0635\u062d\u06cc\u062d \u0631\u0627 \u0628\u0627 \u0628\u0631\u0686\u0633\u0628 \u0647\u0627 \u0648 \u0647\u0645\u0647 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0628\u0647 \u0645\u0627 \u0645\u06cc \u062f\u0647\u062f:<\/p>\n<pre><code class=\"hljs\">country,capital\nFrance,Paris\nItaly,Rome\nSpain,Madrid\nRussia,Moscow\n<\/code><\/pre>\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>\u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc CSV \u06cc\u06a9 \u0641\u0631\u0645\u062a \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0641\u0627\u06cc\u0644 \u0645\u0641\u06cc\u062f \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u062e\u0648\u062f \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.  \u0622\u0646\u0647\u0627 \u06a9\u0648\u0686\u06a9\u060c \u0622\u0633\u0627\u0646 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a\u060c \u0648 \u0628\u0647 \u0637\u0648\u0631 \u06af\u0633\u062a\u0631\u062f\u0647 \u0627\u06cc \u062f\u0631 \u0637\u0648\u0644 \u062a\u0648\u0633\u0639\u0647 \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.  \u062e\u0648\u0634\u0628\u062e\u062a\u0627\u0646\u0647 \u0628\u0631\u0627\u06cc \u0634\u0645\u0627\u060c \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u06a9 \u0645\u0627\u0698\u0648\u0644 \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u0628\u0631\u0627\u06cc \u0622\u0646\u0647\u0627 \u062f\u0627\u0631\u062f \u06a9\u0647 \u0631\u0648\u0634 \u0647\u0627 \u0648 \u06a9\u0644\u0627\u0633 \u0647\u0627\u06cc \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc CSV \u0628\u0647 \u0634\u06cc\u0648\u0647 \u0627\u06cc \u0633\u0627\u062f\u0647 \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0631\u0648\u0634 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u06cc\u0645 <code>csv<\/code> \u0645\u0627\u0698\u0648\u0644 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0646\u0648\u0634\u062a\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc CSV \u062f\u0631 \u06cc\u06a9 \u0641\u0627\u06cc\u0644.  \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0631\u0648\u0634 \u0627\u06cc\u062c\u0627\u062f \u06af\u0648\u06cc\u0634 \u0647\u0627 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0644\u0627\u0633 \u0647\u0627\u06cc \u06a9\u0645\u06a9\u06cc \u0645\u0627\u0646\u0646\u062f \u0631\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u06cc\u0645 <code>DictReader<\/code> \u0648 <code>DictWriter<\/code> \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0646\u0648\u0634\u062a\u0646 CSV \u0627\u0632\/\u0628\u0647 <code>dict<\/code> \u0627\u0634\u06cc\u0627\u0621.<\/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 1403-01-30 01:02:07<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;16693&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 CSV \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} ({count} \u0631\u0627\u06cc)&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 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\"> 9<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span>\u0641\u0627\u06cc\u0644 CSV \u0686\u06cc\u0633\u062a\u061f \u0641\u0627\u06cc\u0644 CSV (\u0645\u0642\u0627\u062f\u06cc\u0631 \u062c\u062f\u0627 \u0634\u062f\u0647 \u0628\u0627 \u06a9\u0627\u0645\u0627) \u0641\u0627\u06cc\u0644\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u0642\u0627\u0644\u0628 \u0628\u0646\u062f\u06cc \u062e\u0627\u0635\u06cc \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0641\u0631\u0645\u062a \u0641\u0627\u06cc\u0644\u060c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u0633\u0627\u0632\u0645\u0627\u0646\u062f\u0647\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0634\u0627\u0645\u0644 \u06cc\u06a9 \u0631\u06a9\u0648\u0631\u062f \u062f\u0631 \u0647\u0631 \u062e\u0637 \u0627\u0633\u062a \u0648 \u0647\u0631 \u0641\u06cc\u0644\u062f (\u0633\u062a\u0648\u0646) \u062a\u0648\u0633\u0637 \u06cc\u06a9 \u062c\u062f\u0627\u06a9\u0646\u0646\u062f\u0647 \u0627\u0632 \u0647\u0645 \u062c\u062f\u0627 \u0634\u062f\u0647 \u0627\u0633\u062a. \u062c\u062f\u0627\u06a9\u0646\u0646\u062f\u0647 \u06a9\u0647 \u0628\u06cc\u0634\u062a\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":16694,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1743,620],"tags":[],"class_list":["post-16693","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\/16693","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=16693"}],"version-history":[{"count":0,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/16693\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media\/16694"}],"wp:attachment":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media?parent=16693"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/categories?post=16693"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/tags?post=16693"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}