{"id":6796,"date":"2023-06-07T21:28:43","date_gmt":"2023-06-07T21:28:43","guid":{"rendered":"https:\/\/otus.ru\/journal\/?p=6796"},"modified":"2024-01-18T19:34:54","modified_gmt":"2024-01-18T19:34:54","slug":"slovari-i-ih-perebor-v-python","status":"publish","type":"post","link":"https:\/\/otus.ru\/journal\/slovari-i-ih-perebor-v-python\/","title":{"rendered":"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Python \u2013 \u044f\u0437\u044b\u043a \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0441\u043e \u0441\u0442\u0440\u043e\u0433\u043e\u0439 \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0442\u0438\u043f\u0438\u0437\u0430\u0446\u0438\u0435\u0439, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u043e\u0433\u0440\u043e\u043c\u043d\u043e\u0439 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u043e\u0441\u0442\u044c\u044e \u0443 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432. \u041e\u043d \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u043a\u0430\u043a \u0434\u043b\u044f \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u0432, \u0442\u0430\u043a \u0438 \u0434\u043b\u044f \u043a\u0440\u0443\u043f\u043d\u044b\u0445 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439. \u0412\u044b\u0434\u0435\u043b\u044f\u0435\u0442\u0441\u044f \u0441\u0432\u043e\u0435\u0439 \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u044c\u044e, \u043f\u0440\u043e\u0441\u0442\u043e\u0442\u043e\u0439 \u0438 \u043a\u043e\u043c\u043f\u0430\u043a\u0442\u043d\u044b\u043c \u0447\u0438\u0442\u0430\u0435\u043c\u044b\u043c \u043a\u043e\u0434\u043e\u043c..<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u042f\u0437\u044b\u043a \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u0441\u043b\u043e\u0432\u0430\u0440\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0432 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u0431\u0443\u0434\u0443\u0442 \u0438\u0437\u0443\u0447\u0435\u043d\u044b \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u0435\u0435. \u041e\u0442\u0434\u0435\u043b\u044c\u043d\u043e\u0435 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0443\u0434\u0435\u043b\u0438\u0442\u044c \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u043c \u0437\u0430\u043f\u0440\u043e\u0441\u0430\u043c \u0441\u043e \u0441\u0442\u043e\u0440\u043e\u043d\u044b \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432 \u00abThe Python iterate through the dictionary\u00bb \u0438\u043b\u0438 \u00ab\u041f\u0435\u0440\u0435\u0431\u043e\u0440 \u0441\u043b\u043e\u0432\u0430\u0440\u044f\u00bb. \u041f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u043d\u0430\u044f \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f \u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0430 \u043a\u0430\u043a \u043d\u0430 \u043d\u043e\u0432\u0438\u0447\u043a\u043e\u0432, \u0442\u0430\u043a \u0438 \u043d\u0430 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442\u043e\u0432, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0443\u0436\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0438 \u0441 Python.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0442\u0435\u0440\u043c\u0438\u043d\u044b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u041d\u043e\u0432\u0438\u0447\u043a\u0430\u043c \u043f\u0435\u0440\u0435\u0434 \u0431\u043e\u043b\u0435\u0435 \u0441\u0435\u0440\u044c\u0435\u0437\u043d\u044b\u043c \u043f\u043e\u0433\u0440\u0443\u0436\u0435\u043d\u0438\u0435\u043c \u0432 \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0435\u043c\u0443\u044e \u0442\u0435\u043c\u0443 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0443\u0435\u0442\u0441\u044f \u0438\u0437\u0443\u0447\u0438\u0442\u044c \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0445 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0439. \u041e\u043d\u0438 \u043f\u0440\u0438\u0433\u043e\u0434\u044f\u0442\u0441\u044f \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u0442\u0435\u043c, \u043a\u0442\u043e \u043f\u0438\u0448\u0435\u0442 in PY, \u043d\u043e \u0438 \u0434\u0440\u0443\u0433\u0438\u043c \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0430\u043c. \u0421 \u043d\u0438\u043c\u0438 \u0442\u0435\u0441\u043d\u043e \u0441\u0432\u044f\u0437\u0430\u043d\u044b \u0441\u043b\u043e\u0432\u0430\u0440\u0438, \u0438\u0445 \u043c\u0435\u0442\u043e\u0434\u044b, \u0430 \u0442\u0430\u043a\u0436\u0435 \u0441\u043f\u043e\u0441\u043e\u0431\u044b \u043f\u0435\u0440\u0435\u0431\u043e\u0440\u0430 (Python iterate through dictionary):<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u0422\u0438\u043f \u0434\u0430\u043d\u043d\u044b\u0445 \u2013 \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439 \u043d\u0430\u0434 \u043d\u0438\u043c\u0438. \u0421\u043f\u043e\u0441\u043e\u0431 \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438. \u041e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0435\u0442 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u044b\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f, \u0438\u0445 \u0441\u043c\u044b\u0441\u043b, \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 \u0438 \u0441\u043f\u043e\u0441\u043e\u0431\u044b \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432.<\/li>\n\n\n\n<li>\u0421\u0438\u043c\u0432\u043e\u043b \u2013 \u0435\u0434\u0438\u043d\u0438\u0446\u0430 \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438. \u041e\u043d\u0430 \u0440\u0430\u0432\u043d\u0430 \u043e\u0434\u043d\u043e\u043c\u0443 \u0441\u0438\u043c\u0432\u043e\u043b\u0443 \u0438\u043b\u0438 \u0431\u0443\u043a\u0432\u0435\u043d\u043d\u043e\u0439 \u0437\u0430\u043f\u0438\u0441\u0438.<\/li>\n\n\n\n<li>\u041e\u0431\u044a\u0435\u043a\u0442 (object) \u2013 \u0441\u043e\u0447\u0435\u0442\u0430\u043d\u0438\u0435 \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0445 \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445, \u043a\u043e\u043d\u0441\u0442\u0430\u043d\u0442 \u0438 \u0438\u043d\u044b\u0445 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043c\u043e\u0433\u0443\u0442 \u0431\u044b\u0442\u044c \u0432\u044b\u0431\u0440\u0430\u043d\u044b \u0438 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u0430\u043d\u044b \u0441\u043e\u0432\u043c\u0435\u0441\u0442\u043d\u043e.<\/li>\n\n\n\n<li>\u041c\u0430\u0441\u0441\u0438\u0432 \u2013 \u0441\u043f\u0438\u0441\u043a\u0438 \u0438\u043b\u0438 \u0433\u0440\u0443\u043f\u043f\u044b \u043f\u043e\u0445\u043e\u0436\u0438\u0445 \u0434\u0440\u0443\u0433 \u043d\u0430 \u0434\u0440\u0443\u0433\u0430 \u0442\u0438\u043f\u043e\u0432 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439 \u0434\u0430\u043d\u043d\u044b\u0445. \u041e\u043d\u0438 \u043f\u0440\u0435\u0434\u0432\u0430\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0441\u0433\u0440\u0443\u043f\u043f\u0438\u0440\u043e\u0432\u0430\u043d\u044b. \u0412\u0441\u0435 \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u044b in array (\u043c\u0430\u0441\u0441\u0438\u0432\u0430) \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u044e\u0442 \u043e\u0434\u0438\u043d \u0438 \u0442\u043e\u0442 \u0436\u0435 data type. \u041e\u0442\u043b\u0438\u0447\u0430\u044e\u0442\u0441\u044f \u0434\u0440\u0443\u0433 \u043e\u0442 \u0434\u0440\u0443\u0433\u0430 \u0442\u043e\u043b\u044c\u043a\u043e \u043f\u043e \u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u044e \u0432\u043e \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u0435.<\/li>\n\n\n\n<li>\u041f\u0435\u0442\u043b\u044f (loop, looping) \u2013 \u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u0439, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u043e\u0432\u0442\u043e\u0440\u044f\u044e\u0442 \u043e\u0434\u0438\u043d \u0438 \u0442\u043e\u0442 \u0436\u0435 \u043f\u0440\u043e\u0446\u0435\u0441\u0441, \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u043d\u044b\u0439 in code \u0441\u043d\u043e\u0432\u0430 \u0438 \u0441\u043d\u043e\u0432\u0430. \u041f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442 \u044d\u0442\u043e \u0434\u043e \u0442\u0435\u0445 \u043f\u043e\u0440, \u043f\u043e\u043a\u0430 \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u043d\u0435 \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u043a\u043e\u043c\u0430\u043d\u0434\u0443 to stop (\u043d\u0430 \u043e\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0443) \u0438\u043b\u0438 \u043d\u0435 \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0435\u0442\u0441\u044f \u0442\u043e \u0438\u043b\u0438 \u0438\u043d\u043e\u0435 \u0443\u0441\u043b\u043e\u0432\u0438\u0435.<\/li>\n\n\n\n<li>\u0411\u0435\u0441\u043a\u043e\u043d\u0435\u0447\u043d\u044b\u0439 \u0446\u0438\u043a\u043b \u2013 \u043d\u0435\u043f\u0440\u0435\u0440\u044b\u0432\u043d\u043e\u0435 \u043f\u043e\u0432\u0442\u043e\u0440\u0435\u043d\u0438\u0435 \u0444\u0440\u0430\u0433\u043c\u0435\u043d\u0442\u0430 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b. \u041e\u043d\u043e \u0431\u0443\u0434\u0435\u0442 \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0432\u0435\u0447\u043d\u043e. \u0412 \u043e\u0441\u043d\u043e\u0432\u043d\u043e\u043c \u0432\u043e\u0437\u043d\u0438\u043a\u0430\u0435\u0442 \u0432\u0432\u0438\u0434\u0443 \u043d\u0430\u0440\u0443\u0448\u0435\u043d\u0438\u044f \u043b\u043e\u0433\u0438\u043a\u0438 \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043a\u043e\u0434\u0430 \u0438\u043b\u0438 \u0443\u0441\u043b\u043e\u0432\u043d\u044b\u0445 \u043e\u043f\u0435\u0440\u0430\u0442\u043e\u0440\u043e\u0432\/\u0444\u0443\u043d\u043a\u0446\u0438\u0439.<\/li>\n\n\n\n<li>\u0418\u0442\u0435\u0440\u0430\u0446\u0438\u044f (iteration) \u2013 \u043e\u0434\u0438\u043d \u043f\u0440\u043e\u0445\u043e\u0434 \u0447\u0435\u0440\u0435\u0437 \u0437\u0430\u0434\u0430\u043d\u043d\u044b\u0439 \u043d\u0430\u0431\u043e\u0440 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439, \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0438\u0445 to code. \u041f\u043e\u0432\u0442\u043e\u0440\u0435\u043d\u0438\u0435 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u043e\u0433\u043e \u0444\u0440\u0430\u0433\u043c\u0435\u043d\u0442\u0430 \u043a\u043e\u0434\u0430 \u0441\u043d\u043e\u0432\u0430 \u0438 \u0441\u043d\u043e\u0432\u0430 \u0434\u043e \u043d\u0435\u043f\u043e\u0441\u0440\u0435\u0434\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u043e\u0433\u043e \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u0422\u0435\u043f\u0435\u0440\u044c \u043c\u043e\u0436\u043d\u043e \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c, \u043a\u0430\u043a in the Python will be iterate through dictionary (\u043a\u0430\u043a \u0432 \u041f\u0438\u0442\u043e\u043d\u0435 \u043f\u0440\u043e\u0445\u043e\u0434\u0438\u0442 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0441\u043b\u043e\u0432\u0430\u0440\u044f). \u0421\u043d\u0430\u0447\u0430\u043b\u0430 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u043f\u043e\u043d\u044f\u0442\u0438\u0435 \u0441\u043b\u043e\u0432\u0430\u0440\u044f \u043f\u043e\u043b\u0443\u0447\u0448\u0435.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0421\u043b\u043e\u0432\u0430\u0440\u044c \u2013 \u044d\u0442\u043e\u2026<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0421\u043b\u043e\u0432\u0430\u0440\u044c \u2013 \u043d\u0435\u0443\u043f\u043e\u0440\u044f\u0434\u043e\u0447\u0435\u043d\u043d\u0430\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430 \u0434\u0430\u043d\u043d\u044b\u0445, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0430\u044f \u0445\u0440\u0430\u043d\u0438\u0442\u044c \u043f\u0430\u0440\u044b \u0442\u0438\u043f\u0430 \u00ab\u043a\u043b\u044e\u0447\u2013\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435\u00bb. \u041d\u0430\u0431\u043e\u0440 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 in code, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u0434\u043b\u044f \u0440\u0430\u0437\u043c\u0435\u0449\u0435\u043d\u0438\u044f \u0432 \u043d\u0438\u0445 \u043a\u0430\u0440\u0442. \u041e\u043d \u043e\u0442\u043b\u0438\u0447\u0430\u0435\u0442\u0441\u044f \u043e\u0442 \u0434\u0440\u0443\u0433\u0438\u0445 \u0432\u0438\u0434\u043e\u0432 \u0434\u0430\u043d\u043d\u044b\u0445 \u0442\u0435\u043c, \u0447\u0442\u043e \u043a\u0440\u043e\u043c\u0435 \u043e\u0434\u043d\u043e\u0433\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0430 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u043f\u0430\u0440\u0443 the key: value.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The dict (\u0441\u043b\u043e\u0432\u0430\u0440\u044c) \u0432 \u044f\u0437\u044b\u043a\u0435 \u2013 \u044d\u0442\u043e \u0435\u0449\u0435 \u0438 \u043d\u0435\u0443\u043f\u043e\u0440\u044f\u0434\u043e\u0447\u0435\u043d\u043d\u044b\u0435 \u043a\u043e\u043b\u043b\u0435\u043a\u0446\u0438\u0438 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u043b\u044c\u043d\u044b\u0445 \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432 \u0441 \u0434\u043e\u0441\u0442\u0443\u043f\u043e\u043c \u043a \u043a\u043b\u044e\u0447\u0430\u043c. \u041e\u043d\u0438 \u0438\u043d\u043e\u0433\u0434\u0430 \u043d\u0430\u0437\u044b\u0432\u0430\u044e\u0442\u0441\u044f in programming \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0442\u0438\u0432\u043d\u044b\u043c\u0438 \u043c\u0430\u0441\u0441\u0438\u0432\u0430\u043c\u0438, \u0430 \u0442\u0430\u043a\u0436\u0435 \u0445\u0435\u0448-\u0442\u0430\u0431\u043b\u0438\u0446\u0430\u043c\u0438.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"533\" height=\"107\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-232.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6798\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-232.png 533w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-232-300x60.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-232-150x30.png 150w\" sizes=\"auto, (max-width: 533px) 100vw, 533px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-232.png\",\"width\":\"533\",\"height\":\"107\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0420\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u044f in Python 3 the iterate through dictionary, \u0441\u043d\u0430\u0447\u0430\u043b\u0430 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0443 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0445\u043e\u0440\u043e\u0448\u043e \u0438\u0437\u0443\u0447\u0438\u0442\u044c \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u043c\u0435\u0442\u043e\u0434\u044b \u0438 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 \u0441 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u043c \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u043e\u043c \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0433\u043e \u043a\u043e\u0434\u0430. \u0412\u044b\u0448\u0435 \u043c\u043e\u0436\u043d\u043e \u0443\u0432\u0438\u0434\u0435\u0442\u044c \u043d\u0430\u0433\u043b\u044f\u0434\u043d\u044b\u0439 \u043f\u0440\u0438\u043c\u0435\u0440 the dict.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0417\u0434\u0435\u0441\u044c:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u0412 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u043a\u043b\u044e\u0447\u0435\u0439 (a key) \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u0441\u0442\u0440\u043e\u043a\u0438. \u0421\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u043c \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u043c in code \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u043b\u044e\u0431\u043e\u0439 \u043d\u0435\u0438\u0437\u043c\u0435\u043d\u044f\u0435\u043c\u044b\u0439 \u0442\u0438\u043f \u0434\u0430\u043d\u043d\u044b\u0445.<\/li>\n\n\n\n<li>\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435\u043c \u043a\u043b\u044e\u0447\u0430 \u0432\u044b\u0441\u0442\u0443\u043f\u0430\u044e\u0442 \u0441\u043e\u0432\u0435\u0440\u0448\u0435\u043d\u043d\u043e \u0440\u0430\u0437\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435.<\/li>\n\n\n\n<li>\u0414\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0441\u043e \u0441\u043b\u043e\u0432\u0430\u0440\u044f\u043c\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440\u0430 (iteration) \u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u0441\u043d\u0430\u0447\u0430\u043b\u0430 \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0435\u043c\u044b\u0439 \u044d\u043b\u0435\u043c\u0435\u043d\u0442.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u0415\u0441\u043b\u0438 \u043f\u043e\u043f\u044b\u0442\u0430\u0442\u044c\u0441\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0438\u0437\u043c\u0435\u043d\u044f\u0435\u043c\u044b\u0439 \u0442\u0438\u043f \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 in keys, \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0432\u044b\u0434\u0430\u0441\u0442 \u043e\u0448\u0438\u0431\u043a\u0443. \u0421\u0432\u044f\u0437\u0430\u043d\u043e \u044d\u0442\u043e \u043d\u0435 \u0441 \u0432\u0438\u0434\u0430\u043c\u0438 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438, \u0430 \u0441 \u043d\u0435\u0445\u044d\u0448\u0438\u0440\u0443\u0435\u043c\u044b\u043c\u0438 \u0434\u0430\u043d\u043d\u044b\u043c\u0438.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u041f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u0435 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0427\u0442\u043e\u0431\u044b \u0432\u044b\u044f\u0441\u043d\u0438\u0442\u044c, \u043a\u0430\u043a in Python to iterate through a dictionary, \u0441\u043d\u0430\u0447\u0430\u043b\u0430 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u043c\u0435\u0442\u043e\u0434\u044b \u0441\u043b\u043e\u0432\u0430\u0440\u0435\u0439 \u0438 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 \u043d\u0430\u0434 \u043d\u0438\u043c\u0438. \u0411\u0435\u0437 \u044d\u0442\u043e\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c with the code \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430\u0442\u0438\u0447\u043d\u043e.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u0435\u0440\u0432\u0430\u044f \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u044f \u2013 \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u043e\u0433\u043e \u043a\u043b\u044e\u0447\u0430. \u0414\u043b\u044f \u044d\u0442\u043e\u0433\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u043a\u0432\u0430\u0434\u0440\u0430\u0442\u043d\u044b\u0435 \u0441\u043a\u043e\u0431\u043a\u0438:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"277\" height=\"58\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-231.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6797\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-231.png 277w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-231-150x31.png 150w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-231-270x58.png 270w\" sizes=\"auto, (max-width: 277px) 100vw, 277px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-231.png\",\"width\":\"277\",\"height\":\"58\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u0440\u0438 \u043f\u043e\u043f\u044b\u0442\u043a\u0435 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c the value \u043f\u043e \u043d\u0435\u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u043c\u0443 \u043a\u043b\u044e\u0447\u0443, \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0432\u044b\u0434\u0430\u0441\u0442 \u043e\u0448\u0438\u0431\u043a\u0443. \u0427\u0442\u043e\u0431\u044b \u0438\u0437\u0431\u0435\u0436\u0430\u0442\u044c \u043f\u043e\u0434\u043e\u0431\u043d\u044b\u0445 \u043f\u0440\u043e\u0431\u043b\u0435\u043c, \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0443\u0435\u0442\u0441\u044f \u043e\u0431\u0440\u0430\u0442\u0438\u0442\u044c \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u043d\u0430 \u043c\u0435\u0442\u043e\u0434\u044b, \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u043d\u044b\u0435 \u043d\u0438\u0436\u0435.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0414\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0438 \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u043e\u0431\u0430\u0432\u0438\u0442\u044c in dict \u043d\u043e\u0432\u0443\u044e \u043f\u0430\u0440\u0443 \u043b\u0435\u0433\u043a\u043e. \u042d\u0442\u043e\u0442 \u0444\u0440\u0430\u0433\u043c\u0435\u043d\u0442 \u043a\u043e\u0434\u0430 \u043f\u043e\u043c\u043e\u0436\u0435\u0442 \u0432\u044b\u043f\u043e\u043b\u043d\u0438\u0442\u044c \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u0443\u044e \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u044e:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"529\" height=\"56\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-233.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6799\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-233.png 529w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-233-300x32.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-233-150x16.png 150w\" sizes=\"auto, (max-width: 529px) 100vw, 529px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-233.png\",\"width\":\"529\",\"height\":\"56\"}<\/script><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"490\" height=\"64\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-234.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6800\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-234.png 490w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-234-300x39.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-234-150x20.png 150w\" sizes=\"auto, (max-width: 490px) 100vw, 490px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-234.png\",\"width\":\"490\",\"height\":\"64\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412\u0442\u043e\u0440\u043e\u0439 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u043d\u044b\u0439 \u043f\u0440\u0438\u043c\u0435\u0440 \u2013 \u044d\u0442\u043e \u043d\u0435\u043f\u043e\u0441\u0440\u0435\u0434\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0435 \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 in the dict.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0423\u0434\u0430\u043b\u0435\u043d\u0438\u0435<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0418\u043d\u043e\u0433\u0434\u0430 \u043f\u0440\u0438 \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438 the dictionaries in Python \u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u0438\u0437\u0431\u0430\u0432\u0438\u0442\u044c\u0441\u044f \u043e\u0442 \u0442\u043e\u0433\u043e \u0438\u043b\u0438 \u0438\u043d\u043e\u0433\u043e \u043a\u043b\u044e\u0447\u0430 \u0438 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0433\u043e \u0435\u043c\u0443 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"420\" height=\"69\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-235.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6801\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-235.png 420w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-235-300x49.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-235-150x25.png 150w\" sizes=\"auto, (max-width: 420px) 100vw, 420px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-235.png\",\"width\":\"420\",\"height\":\"69\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u043b\u044f \u044d\u0442\u043e\u0433\u043e \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0443\u0435\u0442\u0441\u044f \u0432\u043e\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u043a\u043e\u043c\u0430\u043d\u0434\u0443 del.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u041c\u0435\u0442\u043e\u0434\u044b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u0440\u0438 \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u0438 \u0432\u043e\u043f\u0440\u043e\u0441\u043e\u0432, \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0445 \u0441 \u0440\u0435\u0448\u0435\u043d\u0438\u0435\u043c \u0437\u0430\u0434\u0430\u0447\u0438 \u00abhow in Python to iterate through the dictionary\u00bb, \u043d\u0435\u043b\u044c\u0437\u044f \u043d\u0435 \u043e\u0431\u0440\u0430\u0442\u0438\u0442\u044c \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u043d\u0430 \u043c\u0435\u0442\u043e\u0434\u044b (method), \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0435 \u0441 \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0435\u043c\u043e\u0439 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043d\u043e\u0439 \u0435\u0434\u0438\u043d\u0438\u0446\u0435\u0439 \u043a\u043e\u0434\u0430. \u0414\u0430\u043b\u0435\u0435 \u0431\u0443\u0434\u0443\u0442 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u044b \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u0434\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0441 the dict in code.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Update<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041c\u0435\u0442\u043e\u0434 update \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0434\u043b\u044f \u0441\u0438\u0442\u0443\u0430\u0446\u0438\u0439, \u043f\u0440\u0438 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c in \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u044b\u0439 \u043a\u043e\u0434 \u0441\u0440\u0430\u0437\u0443 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043f\u0430\u0440. \u0412 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0430\u0440\u0433\u0443\u043c\u0435\u043d\u0442\u0430 \u043e\u043d \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u044c \u0434\u0440\u0443\u0433\u043e\u0439 the dict:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"468\" height=\"85\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-237.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6803\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-237.png 468w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-237-300x54.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-237-150x27.png 150w\" sizes=\"auto, (max-width: 468px) 100vw, 468px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-237.png\",\"width\":\"468\",\"height\":\"85\"}<\/script><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"440\" height=\"152\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-238.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6804\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-238.png 440w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-238-300x104.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-238-150x52.png 150w\" sizes=\"auto, (max-width: 440px) 100vw, 440px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-238.png\",\"width\":\"440\",\"height\":\"152\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">The dictionary \u2013 \u044d\u0442\u043e \u043d\u0435\u0443\u043f\u043e\u0440\u044f\u0434\u043e\u0447\u0435\u043d\u043d\u044b\u0439 \u043c\u0430\u0441\u0441\u0438\u0432 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438. \u041f\u043e\u044d\u0442\u043e\u043c\u0443 \u043f\u0440\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0438 update \u0437\u0430\u043f\u0438\u0441\u0438 \u0431\u0443\u0434\u0443\u0442 \u0440\u0430\u0441\u043f\u043e\u043b\u0430\u0433\u0430\u0442\u044c\u0441\u044f \u0432 \u043d\u0435\u043c \u0445\u0430\u043e\u0442\u0438\u0447\u043d\u043e, \u0430 \u043d\u0435 \u0442\u0430\u043a, \u043a\u0430\u043a \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a \u0438\u0445 \u0432\u043d\u0435\u0441.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Get<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0415\u0449\u0435 \u043e\u0434\u0438\u043d \u043c\u0435\u0442\u043e\u0434, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0432\u0441\u0442\u0440\u0435\u0447\u0430\u0435\u0442\u0441\u044f in Python 2 \u0438 3 \u2013 \u044d\u0442\u043e get. \u0421 \u0435\u0433\u043e \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043c\u043e\u0436\u043d\u043e \u0432\u0435\u0440\u043d\u0443\u0442\u044c \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u043f\u043e \u0437\u0430\u0434\u0430\u043d\u043d\u043e\u043c\u0443 \u043a\u043b\u044e\u0447\u0443. \u0415\u0441\u043b\u0438 the keys \u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u044e\u0442, \u043c\u0435\u0442\u043e\u0434 \u0432\u0435\u0440\u043d\u0435\u0442 None:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"503\" height=\"62\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-256.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6823\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-256.png 503w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-256-300x37.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-256-150x18.png 150w\" sizes=\"auto, (max-width: 503px) 100vw, 503px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-256.png\",\"width\":\"503\",\"height\":\"62\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u041e\u043d \u043c\u043e\u0436\u0435\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0434\u043b\u044f \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0438 \u043d\u0430\u043b\u0438\u0447\u0438\u044f the keys in the dict. Get \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0437\u0430\u0434\u0430\u0442\u044c \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u043f\u043e \u0443\u043c\u043e\u043b\u0447\u0430\u043d\u0438\u0435, \u043a\u043e\u0442\u043e\u0440\u043e\u0435 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442\u0441\u044f \u0432\u043c\u0435\u0441\u0442\u043e None, \u0435\u0441\u043b\u0438 \u043a\u043b\u044e\u0447 \u0432 \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0435\u043c\u043e\u043c \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u0435 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u0435\u0442.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u041f\u0440\u043e\u0447\u0438\u0435 \u0432\u0430\u0436\u043d\u044b\u0435 \u043c\u0435\u0442\u043e\u0434\u044b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041a \u0438\u043d\u044b\u043c \u043c\u0435\u0442\u043e\u0434\u0430\u043c, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0443\u0435\u0442\u0441\u044f \u0432\u044b\u0443\u0447\u0438\u0442\u044c \u043f\u0435\u0440\u0435\u0434 \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0435\u043d\u0438\u0435\u043c \u0437\u0430\u043f\u0440\u043e\u0441\u0430 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0437\u0432\u0443\u0447\u0438\u0442 \u043a\u0430\u043a \u00abhow in Python to iterate through dictionary\u00bb \u043e\u0442\u043d\u043e\u0441\u044f\u0442:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"935\" height=\"741\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/Screenshot_1-4.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6830\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/Screenshot_1-4.png 935w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/Screenshot_1-4-300x238.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/Screenshot_1-4-150x119.png 150w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/Screenshot_1-4-768x609.png 768w\" sizes=\"auto, (max-width: 935px) 100vw, 935px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/Screenshot_1-4.png\",\"width\":\"935\",\"height\":\"741\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0422\u0435\u043f\u0435\u0440\u044c \u043c\u043e\u0436\u043d\u043e \u0431\u043e\u043b\u0435\u0435 \u0434\u0435\u0442\u0430\u043b\u044c\u043d\u043e \u0440\u0430\u0437\u043e\u0431\u0440\u0430\u0442\u044c\u0441\u044f \u0441 \u0437\u0430\u0434\u0430\u0447\u0435\u0439, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u0437\u0432\u0443\u0447\u0438\u0442 \u043a\u0430\u043a \u00abhow in Python to iterate through over dictionary\u00bb.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0421\u043f\u043e\u0441\u043e\u0431\u044b \u043f\u0435\u0440\u0435\u0431\u043e\u0440\u0430<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Iterators (\u0438\u0442\u0435\u0440\u0430\u0446\u0438\u0438) \u0432 \u041f\u0438\u0442\u043e\u043d\u0435 \u0438 \u0434\u0440\u0443\u0433\u0438\u0445 \u044f\u0437\u044b\u043a\u0430\u0445 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0447\u0430\u0441\u0442\u043e \u0430\u0441\u0441\u043e\u0446\u0438\u0438\u0440\u0443\u044e\u0442\u0441\u044f \u0441 \u0446\u0438\u043a\u043b\u0430\u043c\u0438 (loops). \u042d\u0442\u043e \u043d\u0435 \u0441\u043e\u0432\u0441\u0435\u043c \u0442\u0430\u043a, \u0432\u0435\u0434\u044c \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0442 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u0441\u043f\u043e\u0441\u043e\u0431\u044b \u043f\u0435\u0440\u0435\u0431\u043e\u0440\u0430 \u043c\u0430\u0441\u0441\u0438\u0432\u043e\u0432 \u0438 the dict:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u043f\u0440\u0438 \u043f\u043e\u043c\u043e\u0449\u0438 \u043c\u0435\u0442\u043e\u0434\u0430 items;<\/li>\n\n\n\n<li>\u0447\u0435\u0440\u0435\u0437 keys;<\/li>\n\n\n\n<li>\u043f\u0440\u0438 \u043f\u043e\u043c\u043e\u0449\u0438 values;<\/li>\n\n\n\n<li>\u043f\u043e \u043a\u043b\u044e\u0447\u0430\u043c \u043d\u0430\u043f\u0440\u044f\u043c\u0443\u044e.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u0430\u043b\u0435\u0435 \u043a\u0430\u0436\u0434\u0430\u044f \u043a\u043e\u043d\u0446\u0435\u043f\u0446\u0438\u044f \u0431\u0443\u0434\u0435\u0442 \u0438\u0437\u0443\u0447\u0435\u043d\u0430 \u0431\u043e\u043b\u0435\u0435 \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e. \u041a\u0430\u0436\u0434\u044b\u0439 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a \u0441\u043c\u043e\u0436\u0435\u0442 \u0441\u0430\u043c\u043e\u0441\u0442\u043e\u044f\u0442\u0435\u043b\u044c\u043d\u043e \u0432\u044b\u0431\u0440\u0430\u0442\u044c \u043f\u043e\u0434\u0445\u043e\u0434, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043a\u0430\u0436\u0435\u0442\u0441\u044f \u0435\u043c\u0443 \u043f\u0440\u043e\u0441\u0442\u044b\u043c \u0438 \u0443\u0434\u043e\u0431\u043d\u044b\u043c.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0427\u0435\u0440\u0435\u0437 items<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041c\u0435\u0442\u043e\u0434 items \u0431\u0443\u0434\u0435\u0442 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0442\u044c\u0441\u044f \u043e\u0431\u044a\u0435\u043a\u0442 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044f, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0435\u0442\u0441\u044f \u0432 \u0432\u0438\u0434\u0435 \u0441\u043f\u0438\u0441\u043a\u0430 \u043f\u0430\u0440 the dict (the keys and the values of dictionary). \u0418\u043c\u0435\u0435\u0442 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"237\" height=\"19\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-257.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6824\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-257.png 237w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-257-150x12.png 150w\" sizes=\"auto, (max-width: 237px) 100vw, 237px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-257.png\",\"width\":\"237\",\"height\":\"19\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412\u043e\u0442 \u2013 \u043f\u0440\u0438\u043c\u0435\u0440 \u0438 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0437\u0430\u0434\u0430\u043d\u043d\u043e\u0433\u043e \u0444\u0440\u0430\u0433\u043c\u0435\u043d\u0442\u0430 \u043a\u043e\u0434\u0430:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"347\" height=\"123\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-259.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6826\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-259.png 347w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-259-300x106.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-259-150x53.png 150w\" sizes=\"auto, (max-width: 347px) 100vw, 347px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-259.png\",\"width\":\"347\",\"height\":\"123\"}<\/script><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"585\" height=\"20\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-236.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6802\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-236.png 585w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-236-300x10.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-236-150x5.png 150w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-236-554x20.png 554w\" sizes=\"auto, (max-width: 585px) 100vw, 585px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-236.png\",\"width\":\"585\",\"height\":\"20\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0443\u0434\u0430\u0435\u0442\u0441\u044f \u043e\u0431\u0445\u043e\u0434\u0438\u0442\u044c \u0434\u043b\u044f \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u044f \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0445 \u0434\u0430\u043d\u043d\u044b\u0445. \u0417\u0430 \u0441\u0447\u0435\u0442 \u044d\u0442\u043e\u0433\u043e \u043c\u043e\u0436\u043d\u043e \u043f\u0435\u0440\u0435\u0431\u0438\u0440\u0430\u0442\u044c \u0441\u043b\u043e\u0432\u0430\u0440\u044c in the Python, \u043f\u043e\u043b\u044c\u0437\u0443\u044f\u0441\u044c \u043e\u0431\u044a\u0435\u043a\u0442\u0430\u043c\u0438 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044f, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u044e\u0442\u0441\u044f \u043f\u0440\u0438 \u043f\u043e\u043c\u043e\u0449\u0438 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 .items.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412\u043e\u0442 \u043f\u0440\u0438\u043c\u0435\u0440 \u043f\u043e\u0432\u0442\u043e\u0440\u0435\u043d\u0438\u044f \u043e\u0431\u044a\u0435\u043a\u0442\u0430 dict_items \u043f\u0440\u0438 \u043f\u043e\u043c\u043e\u0449\u0438 \u0446\u0438\u043a\u043b\u0430 for:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"319\" height=\"181\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-260.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6827\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-260.png 319w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-260-300x170.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-260-150x85.png 150w\" sizes=\"auto, (max-width: 319px) 100vw, 319px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-260.png\",\"width\":\"319\",\"height\":\"181\"}<\/script><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"461\" height=\"26\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-258.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6825\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-258.png 461w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-258-300x17.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-258-150x8.png 150w\" sizes=\"auto, (max-width: 461px) 100vw, 461px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-258.png\",\"width\":\"461\",\"height\":\"26\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u041e\u0431\u044a\u0435\u043a\u0442 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044f, \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u043c\u044b\u0439 \u043f\u0440\u0438 \u043f\u043e\u043c\u043e\u0449\u0438 \u0443\u043f\u043e\u043c\u044f\u043d\u0443\u0442\u043e\u0439 \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u0432\u044b\u0434\u0430\u0435\u0442 \u043f\u0430\u0440\u044b \u043a\u043b\u044e\u0447\u2013\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u043f\u043e \u043e\u0434\u043d\u043e\u0439 \u0437\u0430 \u0440\u0430\u0437. \u042d\u0442\u043e\u0442 \u043f\u0440\u0438\u0435\u043c \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043f\u0435\u0440\u0435\u0431\u0438\u0440\u0430\u0442\u044c \u00ab\u043c\u0430\u0441\u0441\u0438\u0432 \u0434\u0430\u043d\u043d\u044b\u0445\u00bb, \u043d\u043e \u0442\u0430\u043a, \u0447\u0442\u043e\u0431\u044b \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a \u0441\u043c\u043e\u0433\u0443\u0442 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0434\u043e\u0441\u0442\u0443\u043f \u043a\u043e \u0432\u0441\u0435\u043c \u043a\u043b\u044e\u0447\u0430\u043c \u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f\u043c \u043e\u0434\u043d\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0420\u0430\u0431\u043e\u0442\u0430\u044f \u0441 the Python iterate through over a dictionary \u0447\u0435\u0440\u0435\u0437 items, \u043c\u043e\u0436\u043d\u043e \u0437\u0430\u043c\u0435\u0442\u0438\u0442\u044c, \u0447\u0442\u043e \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0435 \u0432\u044b\u0434\u0430\u0432\u0430\u0435\u043c\u044b\u0435 \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u044b \u2013 \u044d\u0442\u043e \u043e\u0431\u044a\u0435\u043a\u0442\u044b-\u043a\u043e\u0440\u0442\u0435\u0436\u0438. \u0422\u0435\u043f\u0435\u0440\u044c \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u0441\u044f \u0440\u0430\u0441\u043f\u0430\u043a\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0440\u0442\u0435\u0436, \u0447\u0442\u043e\u0431\u044b \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c all key-values pairs:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"311\" height=\"182\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-254.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6821\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-254.png 311w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-254-300x176.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-254-150x88.png 150w\" sizes=\"auto, (max-width: 311px) 100vw, 311px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-254.png\",\"width\":\"311\",\"height\":\"182\"}<\/script><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"276\" height=\"37\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-253.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6820\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-253.png 276w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-253-150x20.png 150w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-253-270x37.png 270w\" sizes=\"auto, (max-width: 276px) 100vw, 276px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-253.png\",\"width\":\"276\",\"height\":\"37\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u041a\u0430\u0436\u0434\u044b\u0439 \u0440\u0430\u0437 \u043f\u0440\u0438 \u043f\u043e\u044f\u0432\u043b\u0435\u043d\u0438\u0438 \u0438 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0446\u0438\u043a\u043b\u0430 for \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u0430\u044f key \u0431\u0443\u0434\u0435\u0442 \u0445\u0440\u0430\u043d\u0438\u0442\u044c \u043a\u043b\u044e\u0447, \u0430 \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u0430\u044f value \u2013 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0430, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0431\u044b\u043b \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u0430\u043d \u043f\u043e \u043e\u0434\u043d\u043e\u043c\u0443 \u0437\u0430 \u0440\u0430\u0437. \u041f\u0440\u0438 \u0442\u0430\u043a\u043e\u043c \u043f\u0435\u0440\u0435\u0431\u043e\u0440\u0435 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044c \u043d\u0430\u0434 \u0441\u043e\u0441\u0442\u0430\u0432\u043e\u043c the dict.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0418\u0442\u0435\u0440\u0430\u0446\u0438\u0438 \u0447\u0435\u0440\u0435\u0437 keys<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0418\u0437\u0443\u0447\u0430\u044f in the Python dictionary iterate, \u043c\u043e\u0436\u043d\u043e \u043d\u0435 \u043e\u0441\u0442\u0430\u043d\u0430\u0432\u043b\u0438\u0432\u0430\u0442\u044c\u0441\u044f \u043d\u0430 \u043e\u0434\u043d\u043e\u043c \u0441\u043f\u043e\u0441\u043e\u0431\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0437\u0430\u0434\u0430\u0447\u0438. \u041f\u0440\u043e\u0445\u043e\u0434\u044b \u043f\u043e \u0441\u043b\u043e\u0432\u0430\u0440\u044f\u043c \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u044b\u0432\u0430\u044e\u0442\u0441\u044f \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e\u043c \u043c\u0435\u0442\u043e\u0434\u043e\u0432 \u0438 \u043f\u0440\u0438\u0435\u043c\u043e\u0432. \u0412\u0442\u043e\u0440\u043e\u0439 \u0432\u0430\u0440\u0438\u0430\u043d\u0442 \u2013 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 .keys.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"164\" height=\"20\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-251.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6818\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-251.png 164w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-251-150x18.png 150w\" sizes=\"auto, (max-width: 164px) 100vw, 164px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-251.png\",\"width\":\"164\",\"height\":\"20\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0421\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0430\u044f \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 \u043e\u0431\u044a\u0435\u043a\u0442 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044f, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043e\u0442\u043e\u0431\u0440\u0430\u0437\u0438\u0442 \u0441\u043f\u0438\u0441\u043e\u043a \u0432\u0441\u0435\u0445 \u043a\u043b\u044e\u0447\u0435\u0439 in the dict. \u042d\u0442\u043e\u0442 \u043f\u043e\u0434\u0445\u043e\u0434 \u043e\u0441\u043e\u0431\u043e \u0430\u043a\u0442\u0443\u0430\u043b\u0435\u043d \u0434\u043b\u044f \u0441\u0438\u0442\u0443\u0430\u0446\u0438\u0439, \u043f\u0440\u0438 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0442\u043e\u043b\u044c\u043a\u043e \u0441\u043e \u0441\u043b\u043e\u0432\u0430\u0440\u043d\u044b\u043c\u0438 keys.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"298\" height=\"141\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-250.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6817\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-250.png 298w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-250-150x71.png 150w\" sizes=\"auto, (max-width: 298px) 100vw, 298px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-250.png\",\"width\":\"298\",\"height\":\"141\"}<\/script><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"306\" height=\"18\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-247.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6814\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-247.png 306w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-247-300x18.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-247-150x9.png 150w\" sizes=\"auto, (max-width: 306px) 100vw, 306px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-247.png\",\"width\":\"306\",\"height\":\"18\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0421\u0442\u043e\u0438\u0442 \u043e\u0431\u0440\u0430\u0442\u0438\u0442\u044c \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u043d\u0430 \u0442\u043e, \u0447\u0442\u043e:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u041e\u0431\u044a\u0435\u043a\u0442 data_keys, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442\u0441\u044f \u0444\u0443\u043d\u043a\u0446\u0438\u0435\u0439 keys \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u0435\u0442 \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043a\u043b\u044e\u0447\u0435\u0439.<\/li>\n\n\n\n<li>\u041f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 data_keys \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0434\u043b\u044f \u043f\u0435\u0440\u0435\u0431\u043e\u0440\u0430 \u043a\u043b\u044e\u0447\u0435\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438.<\/li>\n\n\n\n<li>\u0414\u043b\u044f \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u0438\u0442\u0435\u0440\u0430\u0446\u0438\u0438 \u043f\u043e \u0441\u043b\u043e\u0432\u0430\u0440\u044e \u0432 \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0435\u043c\u043e\u043c \u044f\u0437\u044b\u043a\u0435 \u043f\u0440\u0438 \u043f\u043e\u043c\u043e\u0449\u0438 \u0438\u0437\u0443\u0447\u0430\u0435\u043c\u043e\u0433\u043e \u043f\u0440\u0438\u0435\u043c\u0430 \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u043f\u0440\u043e\u0441\u0442\u043e \u0432\u044b\u0437\u0432\u0430\u0442\u044c .keys \u0432 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0435 \u0446\u0438\u043a\u043b\u0430 for.<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"322\" height=\"180\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-244.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6810\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-244.png 322w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-244-300x168.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-244-150x84.png 150w\" sizes=\"auto, (max-width: 322px) 100vw, 322px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-244.png\",\"width\":\"322\",\"height\":\"180\"}<\/script><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"95\" height=\"42\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-243.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6809\"\/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-243.png\",\"width\":\"95\",\"height\":\"42\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u0440\u0438 \u0432\u044b\u0437\u043e\u0432\u0435 in Python for in dict with .keys \u0434\u043b\u044f \u0441\u043b\u043e\u0432\u0430\u0440\u044f \u0434\u0430\u043d\u043d\u044b\u0445, \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043a\u043b\u044e\u0447\u0435\u0439. \u042f\u0437\u044b\u043a \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u00ab\u0437\u043d\u0430\u0435\u0442\u00bb, \u0447\u0442\u043e \u043e\u0431\u044a\u0435\u043a\u0442\u044b \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u2013 \u044d\u0442\u043e \u0438\u0442\u0435\u0440\u0430\u0442\u043e\u0440\u044b (iterators). \u0418\u0437-\u0437\u0430 \u044d\u0442\u043e\u0433\u043e \u043e\u043d \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u0442 \u0446\u0438\u043a\u043b, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0438\u0439 \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u043a\u043b\u044e\u0447\u0438 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u0441\u043b\u043e\u0432\u0430\u0440\u044f \u043c\u043e\u0433\u0443\u0442 \u0431\u044b\u0442\u044c \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u044b \u043f\u0440\u0438 \u043f\u043e\u043c\u043e\u0449\u0438 \u043e\u043f\u0435\u0440\u0430\u0442\u043e\u0440\u0430 \u0438\u043d\u0434\u0435\u043a\u0441\u0430\u0446\u0438\u0438 ([]):<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"317\" height=\"179\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-241.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6807\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-241.png 317w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-241-300x169.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-241-150x85.png 150w\" sizes=\"auto, (max-width: 317px) 100vw, 317px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-241.png\",\"width\":\"317\",\"height\":\"179\"}<\/script><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"256\" height=\"38\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-239.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6805\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-239.png 256w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-239-150x22.png 150w\" sizes=\"auto, (max-width: 256px) 100vw, 256px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-239.png\",\"width\":\"256\",\"height\":\"38\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412\u044b\u0448\u0435 \u043c\u043e\u0436\u043d\u043e \u0443\u0432\u0438\u0434\u0435\u0442\u044c \u043d\u0430\u0433\u043b\u044f\u0434\u043d\u044b\u0439 \u043f\u0440\u0438\u043c\u0435\u0440 \u0442\u043e\u0433\u043e, \u043a\u0430\u043a \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442 \u043c\u043e\u0436\u0435\u0442 \u043e\u0434\u043d\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0434\u043e\u0441\u0442\u0443\u043f \u043a \u043a\u043b\u044e\u0447\u0430\u043c \u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f\u043c \u0441\u043b\u043e\u0432\u0430\u0440\u044f. \u041d\u0430\u0434 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0435\u0439 \u0434\u043e\u043f\u0443\u0441\u043a\u0430\u0435\u0442\u0441\u044f \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0435 \u0440\u0430\u0437\u043d\u043e\u043e\u0431\u0440\u0430\u0437\u043d\u044b\u0445 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u041f\u0435\u0440\u0435\u0431\u043e\u0440 \u0447\u0435\u0440\u0435\u0437 values<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0415\u0449\u0435 \u043e\u0434\u0438\u043d \u0441\u043f\u043e\u0441\u043e\u0431 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f for key value in dict \u2013 \u044d\u0442\u043e \u0440\u0430\u0431\u043e\u0442\u0430 \u0441 \u0444\u0443\u043d\u043a\u0446\u0438\u0435\u0439 .values. \u043c\u0435\u0442\u043e\u0434 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 \u043e\u0431\u044a\u0435\u043a\u0442 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044f, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0435\u0442 \u0441\u043f\u0438\u0441\u043e\u043a \u0432\u0441\u0435\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439 \u0432 \u0441\u043b\u043e\u0432\u0430\u0440\u0435. \u0420\u0430\u043d\u0435\u0435 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u043d\u044b\u0435 \u043a\u043e\u043d\u0446\u0435\u043f\u0446\u0438\u0438 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0438\u0442\u0435\u0440\u0430\u0446\u0438\u0439 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b\u0438\u0441\u044c \u0434\u043b\u044f \u043d\u0435\u043f\u043e\u0441\u0440\u0435\u0434\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0445\u043e\u0434\u0430 \u043f\u043e \u0441\u043b\u043e\u0432\u0430\u0440\u044e. Values \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0434\u043b\u044f \u043f\u043e\u0432\u0442\u043e\u0440\u0435\u043d\u0438\u044f \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439. \u041e\u043d \u0438\u043c\u0435\u0435\u0442 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"207\" height=\"22\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-255.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6822\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-255.png 207w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-255-150x16.png 150w\" sizes=\"auto, (max-width: 207px) 100vw, 207px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-255.png\",\"width\":\"207\",\"height\":\"22\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u043f\u0440\u0438\u043c\u0435\u0440\u0430 the Python dictionary iterate \u043f\u043e\u0441\u043b\u0443\u0436\u0438\u0442 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u043a\u043e\u0434 \u0438 \u0435\u0433\u043e \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"327\" height=\"142\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-252.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6819\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-252.png 327w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-252-300x130.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-252-150x65.png 150w\" sizes=\"auto, (max-width: 327px) 100vw, 327px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-252.png\",\"width\":\"327\",\"height\":\"142\"}<\/script><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"397\" height=\"26\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-249.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6816\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-249.png 397w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-249-300x20.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-249-150x10.png 150w\" sizes=\"auto, (max-width: 397px) 100vw, 397px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-249.png\",\"width\":\"397\",\"height\":\"26\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0417\u0434\u0435\u0441\u044c \u043e\u0431\u044a\u0435\u043a\u0442 data_values, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442\u0441\u044f \u0437\u0430 \u0441\u0447\u0435\u0442 \u0440\u0430\u0431\u043e\u0442\u044b \u0444\u0443\u043d\u043a\u0446\u0438\u0438 .values, \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u0435\u0442 \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043a\u043b\u044e\u0447\u0435\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u0432 \u00ab\u043d\u0435\u0443\u043f\u043e\u0440\u044f\u0434\u043e\u0447\u0435\u043d\u043d\u043e\u043c \u043c\u0430\u0441\u0441\u0438\u0432\u0435\u00bb. \u0420\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f data_values \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0430 \u0434\u043b\u044f \u043f\u0435\u0440\u0435\u0431\u043e\u0440\u0430 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439. \u0414\u043b\u044f \u044d\u0442\u043e\u0433\u043e \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c in Python for loop to dictionary (\u0432\u043e\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0446\u0438\u043a\u043b\u043e\u043c for, \u0433\u0434\u0435 \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442\u0441\u044f values):<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"302\" height=\"192\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-248.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6815\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-248.png 302w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-248-300x191.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-248-150x95.png 150w\" sizes=\"auto, (max-width: 302px) 100vw, 302px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-248.png\",\"width\":\"302\",\"height\":\"192\"}<\/script><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"163\" height=\"39\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-246.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6813\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-246.png 163w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-246-150x36.png 150w\" sizes=\"auto, (max-width: 163px) 100vw, 163px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-246.png\",\"width\":\"163\",\"height\":\"39\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0420\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0435\u043d\u043d\u0430\u044f \u0444\u0443\u043d\u043a\u0446\u0438\u044f \u0431\u0443\u0434\u0435\u0442 \u043f\u043e\u043b\u0435\u0437\u043d\u043e\u0439, \u0435\u0441\u043b\u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0443 \u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0442\u043e\u043b\u044c\u043a\u043e \u0441\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f\u043c\u0438 (values), \u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044f \u043a\u043b\u044e\u0447\u0438 \u043d\u0435\u0442\u0440\u043e\u043d\u0443\u0442\u044b\u043c\u0438.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u041f\u0440\u0438 \u043f\u043e\u043c\u043e\u0449\u0438 direct<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0415\u0441\u043b\u0438 \u043d\u0435 \u0445\u043e\u0447\u0435\u0442\u0441\u044f \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f .keys() \u0438 .values(), \u043d\u043e \u043a\u043b\u044e\u0447\u0438 \u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u0445\u043e\u0447\u0435\u0442\u0441\u044f \u043f\u0435\u0440\u0435\u0431\u0438\u0440\u0430\u0442\u044c \u043d\u0430\u043f\u0440\u044f\u043c\u0443\u044e, \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u044d\u0442\u043e \u0443\u0434\u0430\u0441\u0442\u0441\u044f \u0431\u0435\u0437 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u0443\u043a\u0430\u0437\u0430\u043d\u043d\u044b\u0445 \u043a\u043e\u043c\u0430\u043d\u0434. \u0414\u043b\u044f \u044d\u0442\u043e\u0433\u043e \u044f\u0437\u044b\u043a \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043f\u0440\u0435\u0434\u0443\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0435\u0442 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0439 \u043f\u0440\u0438\u0435\u043c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In Python for dictionary \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u0441\u043e\u043f\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044f. \u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0437\u0434\u0435\u0441\u044c \u2013 \u044d\u0442\u043e \u043e\u0431\u044a\u0435\u043a\u0442\u044b \u0441\u043e\u043f\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044f. \u0414\u0430\u043d\u043d\u0430\u044f \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u044c \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442 \u043d\u0430 \u0442\u043e, \u0447\u0442\u043e \u043e\u043d\u0438 \u0431\u0443\u0434\u0443\u0442 \u043d\u0430\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u044c \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0435 \u043c\u0435\u0442\u043e\u0434\u044b, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c\u044b\u0435 \u0432\u043d\u0443\u0442\u0440\u0438 \u0434\u043b\u044f \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u0445 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438. \u0421\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 \u043d\u0430\u0437\u0432\u0430\u043d\u044b \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u0441\u043e\u0433\u043b\u0430\u0448\u0435\u043d\u0438\u044f \u043e\u0431 \u0438\u043c\u0435\u043d\u0430\u0445 \u0441 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435\u043c \u0434\u0432\u043e\u0439\u043d\u043e\u0433\u043e \u043f\u043e\u0434\u0447\u0435\u0440\u043a\u0438\u0432\u0430\u043d\u0438\u044f \u0432 \u043d\u0430\u0447\u0430\u043b\u0435 \u0438 \u043a\u043e\u043d\u0446\u0435 \u0438\u043c\u0435\u043d\u0438 \u0444\u0443\u043d\u043a\u0446\u0438\u0439.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u043b\u044f \u0441\u043e\u043f\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0439 __iter__ \u0434\u043e\u043b\u0436\u0435\u043d \u0431\u0443\u0434\u0435\u0442 \u043f\u0435\u0440\u0435\u0431\u0438\u0432\u0430\u0442\u044c \u043a\u043b\u044e\u0447\u0438. \u042d\u0442\u043e \u0437\u043d\u0430\u0447\u0438\u0442, \u0447\u0442\u043e, \u0435\u0441\u043b\u0438 \u043f\u043e\u043c\u0435\u0441\u0442\u0438\u0442\u044c \u0441\u043b\u043e\u0432\u0430\u0440\u044c \u043d\u0435\u043f\u043e\u0441\u0440\u0435\u0434\u0441\u0442\u0432\u0435\u043d\u043d\u043e \u0432 \u0446\u0438\u043a\u043b for, \u0441\u0440\u0435\u0434\u0441\u0442\u0432\u0430 \u044f\u0437\u044b\u043a\u0430 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0432\u044b\u0437\u043e\u0432\u0443\u0442 __iter__ \u0434\u043b\u044f \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0433\u043e \u0441\u043b\u043e\u0432\u0430\u0440\u044f. \u041d\u0430 \u0432\u044b\u0445\u043e\u0434\u0435 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c \u043f\u043e\u043b\u0443\u0447\u0438\u0442 \u0435\u0433\u043e \u0438\u0442\u0435\u0440\u0430\u0442\u043e\u0440 (iterator) \u043f\u043e \u043a\u043b\u044e\u0447\u0430\u043c. \u041f\u043e\u0441\u043b\u0435 \u044d\u0442\u043e\u0433\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u043e\u0431\u044b\u0447\u043d\u044b\u0435 \u043c\u0435\u0442\u043e\u0434\u044b \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u044f \u0441\u043b\u043e\u0432\u0430\u0440\u043d\u044b\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439 \u043f\u0440\u0438 \u043f\u043e\u043c\u043e\u0449\u0438 \u043e\u043f\u0435\u0440\u0430\u0442\u043e\u0440\u0430 \u0438\u043d\u0434\u0435\u043a\u0441\u0430\u0446\u0438\u0438:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"333\" height=\"149\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-245.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6812\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-245.png 333w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-245-300x134.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-245-150x67.png 150w\" sizes=\"auto, (max-width: 333px) 100vw, 333px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-245.png\",\"width\":\"333\",\"height\":\"149\"}<\/script><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"322\" height=\"180\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-244.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6811\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-244.png 322w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-244-300x168.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-244-150x84.png 150w\" sizes=\"auto, (max-width: 322px) 100vw, 322px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-244.png\",\"width\":\"322\",\"height\":\"180\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0417\u0434\u0435\u0441\u044c iterate dict \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043e\u0434\u043d\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0434\u043e\u0441\u0442\u0443\u043f \u043a \u043a\u043b\u044e\u0447\u0430\u043c \u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f\u043c. \u0414\u0430\u043d\u043d\u044b\u0439 \u043f\u0440\u0438\u0435\u043c \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0442\u044c \u043b\u044e\u0431\u044b\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 \u0441 keys and values.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u041e\u043f\u0435\u0440\u0430\u0442\u043e\u0440 in \u0434\u043b\u044f \u043f\u0440\u043e\u0432\u0435\u0440\u043e\u043a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0422\u0435\u043f\u0435\u0440\u044c \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u0432\u043e\u043f\u0440\u043e\u0441\u044b, \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0435 \u0441 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u043c \u00abhow in Python iterate through dictionary\u00bb, \u0438\u0437\u0443\u0447\u0435\u043d\u044b. \u0421\u0442\u043e\u0438\u0442 \u043e\u0431\u0440\u0430\u0442\u0438\u0442\u044c \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u043d\u0430 \u043e\u043f\u0435\u0440\u0430\u0442\u043e\u0440 in, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043f\u0440\u0435\u0434\u0443\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0435\u0442 \u0442\u0435\u0441\u0442\u044b \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0438 \u0447\u043b\u0435\u043d\u0441\u0442\u0432\u0430. \u0421 \u0435\u0433\u043e \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043c\u043e\u0436\u043d\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c, \u0440\u0430\u0441\u043f\u043e\u043b\u043e\u0436\u0435\u043d \u043b\u0438 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u044b\u0439 \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442 \u0432 \u0441\u043b\u043e\u0432\u0430\u0440\u0435\/\u043c\u0430\u0441\u0441\u0438\u0432\u0435 \u0438\u043b\u0438 \u043d\u0435\u0442.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"324\" height=\"197\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-240.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6806\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-240.png 324w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-240-300x182.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-240-150x91.png 150w\" sizes=\"auto, (max-width: 324px) 100vw, 324px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-240.png\",\"width\":\"324\",\"height\":\"197\"}<\/script><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"64\" height=\"84\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-242.png\" alt=\"\u0421\u043b\u043e\u0432\u0430\u0440\u0438 \u0438 \u0438\u0445 \u043f\u0435\u0440\u0435\u0431\u043e\u0440 \u0432 Python\" class=\"wp-image-6808\"\/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/06\/image-242.png\",\"width\":\"64\",\"height\":\"84\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0422\u0435\u0441\u0442 \u043d\u0430 \u0447\u043b\u0435\u043d\u0441\u0442\u0432\u043e \u043f\u0440\u0438 \u043f\u043e\u043c\u043e\u0449\u0438 \u043e\u043f\u0435\u0440\u0430\u0442\u043e\u0440\u0430 in \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 \u0438\u0441\u0442\u0438\u043d\u0443, \u0435\u0441\u043b\u0438 \u043a\u043b\u044e\u0447, \u044d\u043b\u0435\u043c\u0435\u043d\u0442 \u0438\u043b\u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0442\u0435\u0441\u0442\u0438\u0440\u0443\u0435\u043c\u044b\u043c \u0441\u043b\u043e\u0432\u0430\u0440\u0435\u043c. \u0412 \u043f\u0440\u043e\u0442\u0438\u0432\u043d\u043e\u043c \u0441\u043b\u0443\u0447\u0430\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u043c \u0441\u0442\u0430\u043d\u0435\u0442 \u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u043b\u043e\u0436\u044c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0422\u0430\u043a\u043e\u0435 \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0438\u0437\u0431\u0430\u0432\u043b\u044f\u0435\u0442 \u043e\u0442 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\u0441\u0442\u0438 \u043f\u0435\u0440\u0435\u0431\u043e\u0440\u0430 \u0441\u043b\u043e\u0432\u0430\u0440\u0435\u0439 \u0432 the Python, \u0435\u0441\u043b\u0438 \u0438\u0442\u043e\u0433\u043e\u0432\u0430\u044f \u0437\u0430\u0434\u0430\u0447\u0430 \u2013 \u044d\u0442\u043e \u043f\u0440\u043e\u0441\u0442\u043e \u0443\u0437\u043d\u0430\u0442\u044c, \u0435\u0441\u0442\u044c \u043b\u0438 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u0439 the key\/value\/element \u0432 \u00ab\u043c\u0430\u0441\u0441\u0438\u0432\u0435 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438\u00bb \u0438\u043b\u0438 \u043d\u0435\u0442.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0418\u043d\u0442\u0435\u0440\u0435\u0441\u0443\u0435\u0442&nbsp;<a href=\"https:\/\/otus.ru\/lessons\/python-professional\/?utm_source=oj&amp;utm_medium=affilate&amp;utm_campaign=python\" target=\"_blank\" rel=\"noreferrer noopener\">Python<\/a>? \u0414\u043e\u0431\u0440\u043e \u043f\u043e\u0436\u0430\u043b\u043e\u0432\u0430\u0442\u044c \u043d\u0430 \u043a\u0443\u0440\u0441 \u0432 Otus!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Python \u2013 \u044f\u0437\u044b\u043a \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0441\u043e \u0441\u0442\u0440\u043e\u0433\u043e\u0439 \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0442\u0438\u043f\u0438\u0437\u0430\u0446\u0438\u0435\u0439, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u043e\u0433\u0440\u043e\u043c\u043d\u043e\u0439 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u043e\u0441\u0442\u044c\u044e \u0443 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432. \u041e\u043d \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u043a\u0430\u043a \u0434\u043b\u044f \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u0432, \u0442\u0430\u043a \u0438 \u0434\u043b\u044f \u043a\u0440\u0443\u043f\u043d\u044b\u0445 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439. \u0412\u044b\u0434\u0435\u043b\u044f\u0435\u0442\u0441\u044f \u0441\u0432\u043e\u0435\u0439 \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u044c\u044e, \u043f\u0440\u043e\u0441\u0442\u043e\u0442\u043e\u0439 \u0438 \u043a\u043e\u043c\u043f\u0430\u043a\u0442\u043d\u044b\u043c \u0447\u0438\u0442\u0430\u0435\u043c\u044b\u043c \u043a\u043e\u0434\u043e\u043c.. \u042f\u0437\u044b\u043a \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u0441\u043b\u043e\u0432\u0430\u0440\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0432 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u0431\u0443\u0434\u0443\u0442 \u0438\u0437\u0443\u0447\u0435\u043d\u044b \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u0435\u0435. \u041e\u0442\u0434\u0435\u043b\u044c\u043d\u043e\u0435 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0443\u0434\u0435\u043b\u0438\u0442\u044c \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u043c \u0437\u0430\u043f\u0440\u043e\u0441\u0430\u043c \u0441\u043e \u0441\u0442\u043e\u0440\u043e\u043d\u044b \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432 \u00abThe [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":6828,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[27],"class_list":["post-6796","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-polza","tag-python"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.9 - aioseo.com -->\n\t<meta name=\"description\" content=\"Python \u2013 \u044f\u0437\u044b\u043a \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0441\u043e \u0441\u0442\u0440\u043e\u0433\u043e\u0439 \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0442\u0438\u043f\u0438\u0437\u0430\u0446\u0438\u0435\u0439, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 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