{"id":262308,"date":"2022-05-31T04:28:15","date_gmt":"2022-05-31T04:28:15","guid":{"rendered":"https:\/\/siit.co\/guestposts\/?p=262308"},"modified":"2023-12-28T15:34:43","modified_gmt":"2023-12-28T15:34:43","slug":"veb-frejmvorki-dlja-python-luchshie-i-populjarnye","status":"publish","type":"post","link":"https:\/\/siit.co\/guestposts\/veb-frejmvorki-dlja-python-luchshie-i-populjarnye\/","title":{"rendered":"\u0412\u0435\u0431-\u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0438 \u0414\u043b\u044f Python: \u041b\u0443\u0447\u0448\u0438\u0435 \u0418 \u041f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0435 \u041a\u0430\u043a\u043e\u0439 \u0423\u0447\u0438\u0442\u044c \u0418\u043b\u0438 \u0412\u044b\u0431\u0440\u0430\u0442\u044c \u0414\u043b\u044f \u041f\u0440\u043e\u0435\u043a\u0442\u0430"},"content":{"rendered":"<p>\u041a\u043e\u043c\u0430\u043d\u0434\u044b Instagram, Facebook, Dropbox, Netflix \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u0441&nbsp;Python, \u0438&nbsp;\u044d\u0442\u043e \u043b\u0443\u0447\u0448\u0435\u0435 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u0438\u0435 \u0435\u0433\u043e \u043f\u0440\u0435\u0438\u043c\u0443\u0449\u0435\u0441\u0442\u0432. \u041a\u0430\u043a \u0438 \u0432 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u0445 \u0441\u043b\u0443\u0447\u0430\u044f\u0445, \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0443\u044e \u043e\u0437\u043d\u0430\u043a\u043e\u043c\u0438\u0442\u0441\u044f \u0441 \u0440\u0435\u043f\u043e\u0437\u0438\u0442\u0430\u0440\u0438\u0435\u043c \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u043d\u0430 GitHub, \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u043e \u043f\u043e \u0431\u044b\u0441\u0442\u0440\u043e\u043c\u0443 \u0441\u0442\u0430\u0440\u0442\u0443 \u0438 \u043f\u043e\u0447\u0438\u0442\u0430\u0442\u044c \u043e\u0444\u0438\u0446\u0438\u0430\u043b\u044c\u043d\u0443\u044e \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u044e Pyramid. \u041f\u043e\u043c\u0438\u043c\u043e \u044d\u0442\u043e\u0433\u043e, Pyramid \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0433\u0438\u0431\u043e\u043a, \u0447\u0442\u043e\u0431\u044b \u0440\u0430\u0441\u0448\u0438\u0440\u044f\u0442\u044c\u0441\u044f \u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u044f\u0442\u044c \u043d\u043e\u0432\u044b\u0435 \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u044b \u0434\u043b\u044f \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0432\u0441\u0435\u0445 \u0437\u0430\u0434\u0430\u0447, \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u044b\u0445 \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u043a\u0440\u0443\u043f\u043d\u043e\u043c\u0430\u0441\u0448\u0442\u0430\u0431\u043d\u043e\u0433\u043e \u0432\u0435\u0431-\u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f. 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\" width=\"304px\" alt=\"python \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0438\" \/><\/p>\n<p>\u041e\u043d \u043f\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0441 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u043c\u0438 \u043c\u043d\u043e\u0433\u043e\u0441\u0442\u0440\u043e\u0447\u043d\u044b\u043c\u0438 \u0432\u0435\u0431-\u0441\u0435\u0440\u0432\u0435\u0440\u0430\u043c\u0438  Python WSGI, \u0441\u043e\u0432\u043c\u0435\u0441\u0442\u0438\u043c\u044b\u043c\u0438 \u0441 HTTP\/1.1. \u041e\u0434\u0438\u043d \u0438\u0437 \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0445 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u043e\u0432 Python \u0434\u043b\u044f \u0431\u044b\u0441\u0442\u0440\u043e\u0433\u043e \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0432\u0435\u0431-API, \u0442\u0430\u043a\u0438\u0445, \u043a\u0430\u043a \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u0444\u0430\u0439\u043b\u044b. \u042d\u0442\u043e\u0442 ASGI\/WSGI \u0432\u0435\u0431-\u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u0432 \u0441\u0432\u043e\u0438\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0441\u0442\u0435\u043a\u0430\u0445 \u0442\u0430\u043a\u0438\u0435 \u043a\u0440\u0443\u043f\u043d\u044b\u0435 \u0438\u0433\u0440\u043e\u043a\u0438 \u0441\u0444\u0435\u0440\u044b IT, \u043a\u0430\u043a LinkedIn, OpenStack \u0438 RackSpace. Django \u2014 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a Python \u0441 \u0431\u043e\u043b\u044c\u0448\u0438\u043c \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e\u043c \u0444\u0443\u043d\u043a\u0446\u0438\u0439, \u0447\u0442\u043e \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0431\u044b\u0441\u0442\u0440\u0435\u0435 \u043f\u0438\u0441\u0430\u0442\u044c \u043a\u043e\u0434 \u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u0441\u043b\u043e\u0436\u043d\u044b\u0435 \u0432\u0435\u0431-\u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f. Django \u0441\u043b\u0435\u0434\u0443\u0435\u0442 \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u0443 DRY (Don\u2019t Repeat Yourself), \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0437\u0430\u043a\u043b\u044e\u0447\u0430\u0435\u0442\u0441\u044f \u0432 \u0442\u043e\u043c, \u0447\u0442\u043e \u043a\u043e\u0434 \u0434\u043e\u043b\u0436\u0435\u043d \u043e\u0441\u0442\u0430\u0432\u0430\u0442\u044c\u0441\u044f \u043f\u0440\u043e\u0441\u0442\u044b\u043c \u0438 \u043d\u0435\u043f\u043e\u0432\u0442\u043e\u0440\u044f\u044e\u0449\u0438\u043c\u0441\u044f. Sanic \u2013 \u044d\u0442\u043e \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0439 \u0430\u0441\u0438\u043d\u0445\u0440\u043e\u043d\u043d\u044b\u0439 \u0432\u0435\u0431-\u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a \u043d\u0430 \u044f\u0437\u044b\u043a\u0435 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f Python, \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043d\u043d\u044b\u0439 \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u0443\u0435\u043c\u044b\u0445 \u0438&#8230;<\/p>\n<p>\u041e\u043d \u0432\u043a\u043b\u044e\u0447\u0430\u0435\u0442 \u0432 \u0441\u0435\u0431\u044f \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0443 \u0448\u0430\u0431\u043b\u043e\u043d\u043e\u0432 Jinja (\u0441\u043f\u043e\u0441\u043e\u0431 \u043f\u043e\u0432\u0442\u043e\u0440\u043d\u043e\u0433\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f HTML-\u043a\u043e\u0434\u0430), \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0443 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u0438 \u0441\u0438\u0433\u043d\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044e \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439. \u0415\u0441\u043b\u0438 \u0432\u0430\u043c \u043d\u0443\u0436\u043d\u043e \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0447\u0442\u043e-\u0442\u043e \u0431\u043e\u043b\u0435\u0435 \u043c\u0438\u043d\u0438\u043c\u0430\u043b\u0438\u0441\u0442\u0438\u0447\u043d\u043e\u0435, \u0442\u043e \u0432\u0430\u043c \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u043d\u0440\u0430\u0432\u0438\u0442\u044c\u0441\u044f  Pyramid. \u0412 \u043d\u0435\u043c \u0435\u0441\u0442\u044c \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f 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\u043e\u0432\u043b\u0430\u0434\u0435\u0442\u044c \u0438\u043c. \u041c\u043d\u043e\u0433\u0438\u0435 \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0438 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0430 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0442 \u0435\u043c\u0443 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0443\u043f\u0440\u043e\u0441\u0442\u0438\u0442\u044c \u0438 \u0443\u0441\u043a\u043e\u0440\u0438\u0442\u044c \u0440\u0430\u0431\u043e\u0442\u0443 \u0441 \u043a\u043e\u0434\u043e\u043c.<\/p>\n<p><h2>\u0422\u0438\u043f\u044b \u0424\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u043e\u0432 \u0414\u043b\u044f Python<\/h2>\n<\/p>\n<p>\u041f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442\u0443 \u043d\u0435 \u043d\u0443\u0436\u043d\u043e \u0441 \u043d\u0443\u043b\u044f \u043f\u0438\u0441\u0430\u0442\u044c \u0441\u0432\u043e\u0439 \u043f\u0440\u043e\u0435\u043a\u0442, 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Numba \u043c\u043e\u0436\u0435\u0442 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0442\u044c \u0442\u0438\u043f \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0440\u0430, \u043d\u0430 \u043a\u043e\u0442\u043e\u0440\u043e\u043c \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442, \u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0430\u043f\u043f\u0430\u0440\u0430\u0442\u043d\u043e \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u0443\u044e \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044e \u0438 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u043f\u043e\u0442\u043e\u043a\u0438 <a href=\"https:\/\/deveducation.com\/blog\/freymvorki-v-veb-razrabotke\/\">\u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0438 \u0434\u043b\u044f \u0432\u0435\u0431 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438<\/a> (\u0447\u0435\u0433\u043e Python \u0441\u0430\u043c \u043f\u043e \u0441\u0435\u0431\u0435 \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u043d\u0435 \u043c\u043e\u0436\u0435\u0442). \u041a\u043e\u043c\u043f\u0438\u043b\u044f\u0442\u043e\u0440 \u0441\u043e\u0437\u0434\u0430\u043d \u0434\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0441 Numpy \u2014 \u043e\u0434\u043d\u043e\u0439 \u0438\u0437 \u0441\u0430\u043c\u044b\u0445 \u0438\u0437\u0432\u0435\u0441\u0442\u043d\u044b\u0445 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a \u0434\u043b\u044f \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f Python. 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Django \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0441\u044f \u043a \u0442\u0430\u043a \u043d\u0430\u0437\u044b\u0432\u0430\u0435\u043c\u044b\u043c full-stack \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0430\u043c, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u044b \u0438 \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0442 \u0432\u0441\u0435 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u044b\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 \u0438 \u0448\u0430\u0431\u043b\u043e\u043d\u044b.<\/p>\n<p>\u041d\u0435\u0442 \u0441\u043c\u044b\u0441\u043b\u0430 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u0432\u0435\u0431-\u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a \u0434\u043b\u044f \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u044f \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u043e\u0433\u043e \u0441\u0442\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0441\u0430\u0439\u0442\u0430, \u0430 \u043c\u0438\u043a\u0440\u043e-\u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a \u043d\u0435 \u043f\u043e\u0434\u043e\u0439\u0434\u0435\u0442 \u0434\u043b\u044f \u0431\u043e\u043b\u044c\u0448\u043e\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430. \u0422\u043e \u0435\u0441\u0442\u044c \u043d\u0443\u0436\u043d\u043e \u0432\u044b\u0431\u0440\u0430\u0442\u044c \u0442\u0430\u043a\u043e\u0439 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a, \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u043a\u043e\u0442\u043e\u0440\u043e\u0433\u043e \u043f\u043e\u043b\u043d\u043e\u0441\u0442\u044c\u044e \u0443\u0434\u043e\u0432\u043b\u0435\u0442\u0432\u043e\u0440\u044f\u044e\u0442 \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u044f\u043c \u043f\u0440\u043e\u0435\u043a\u0442\u0430, \u043d\u043e \u0432 \u0442\u043e\u0436\u0435 \u0436\u0435 \u0432\u0440\u0435\u043c\u044f \u043d\u0435 \u0441\u043b\u0438\u0448\u043a\u043e\u043c \u0438\u0437\u0431\u044b\u0442\u043e\u0447\u043d\u044b \u0434\u043b\u044f \u043d\u0435\u0433\u043e. \u0412 Flask \u0438\u043d\u0442\u0435\u0433\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u044b \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b \u0434\u043b\u044f \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u043e\u0442\u043b\u0430\u0434\u043a\u0438.<\/p>\n<p><h2>\u0424\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u043e\u0432 Python, \u041a\u043e\u0442\u043e\u0440\u044b\u043c\u0438 \u041d\u0443\u0436\u043d\u043e \u041e\u0432\u043b\u0430\u0434\u0435\u0442\u044c \u0412 2023 \u0413\u043e\u0434\u0443<\/h2>\n<\/p>\n<p>\u041e\u043d \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u043e\u0431\u044a\u0435\u043a\u0442\u043d\u043e-\u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 API \u0434\u043b\u044f \u0432\u0441\u0442\u0440\u0430\u0438\u0432\u0430\u043d\u0438\u044f \u0433\u0440\u0430\u0444\u0438\u043a\u043e\u0432 \u0432 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f. \u041e\u043d \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043d \u043a\u0430\u043a \u0445\u043e\u0440\u043e\u0448\u043e \u043d\u0430\u0441\u0442\u0440\u0430\u0438\u0432\u0430\u0435\u043c\u044b\u0439, \u0438 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u0448\u0438\u0440\u043e\u043a\u0438\u0439 \u0441\u043f\u0435\u043a\u0442\u0440 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0435\u0439 \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0433\u0440\u0430\u0444\u0438\u043a\u043e\u0432, \u0434\u0438\u0430\u0433\u0440\u0430\u043c\u043c \u0438 \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0439. \u041f\u043e \u044d\u0442\u0438\u043c \u043f\u0440\u0438\u0447\u0438\u043d\u0430\u043c Matplotib \u0447\u0430\u0441\u0442\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0432 \u043f\u0440\u043e\u0435\u043a\u0442\u0430\u0445 \u043f\u043e \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u044e \u0434\u0430\u043d\u043d\u044b\u0445, \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u043c\u0443 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044e \u0438 \u043d\u0430\u0443\u0447\u043d\u044b\u043c \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u044f\u043c. PyQt \u2013 \u044d\u0442\u043e \u043e\u0434\u0438\u043d \u0438\u0437 \u0441\u0430\u043c\u044b\u0445 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0445 \u043d\u0430\u0431\u043e\u0440\u043e\u0432 \u0441\u0432\u044f\u0437\u043e\u043a Python \u0434\u043b\u044f \u043a\u0440\u043e\u0441\u0441\u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0435\u043d\u043d\u043e\u0433\u043e \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0430 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 Qt. \u042d\u0442\u043e\u0442 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a \u0438\u0434\u0435\u0430\u043b\u044c\u043d\u043e \u0441\u043e\u0447\u0435\u0442\u0430\u0435\u0442 \u0432 \u0441\u0435\u0431\u0435 \u043f\u0440\u043e\u0441\u0442\u043e\u0442\u0443 Python \u043a\u0430\u043a \u044f\u0437\u044b\u043a\u0430 \u043e\u0431\u0449\u0435\u0433\u043e \u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u0438 \u043c\u043e\u0449\u043d\u0443\u044e \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u043d\u0443\u044e \u0441\u0440\u0435\u0434\u0443 Qt, \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u0443\u044e \u043d\u0430 C++. \u0424\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a Python \u2013 \u044d\u0442\u043e \u043d\u0430\u0431\u043e\u0440 \u043c\u043e\u0434\u0443\u043b\u0435\u0439 Python, \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0449\u0438\u0445 \u043d\u0430\u0431\u043e\u0440 \u043e\u0431\u0449\u0438\u0445 \u0444\u0443\u043d\u043a\u0446\u0438\u0439, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043c\u043e\u0433\u0443\u0442 \u0431\u044b\u0442\u044c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u044b \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u043b\u044e\u0431\u043e\u0433\u043e \u0442\u0438\u043f\u0430.<\/p>\n<p>\u041c\u043e\u0434\u0443\u043b\u0438 \u0441\u0442\u043e\u0440\u043e\u043d\u043d\u0438\u0445 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a \u043d\u0443\u0436\u043d\u044b \u0434\u043b\u044f \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u044f \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u0430 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u043e\u0439 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 Python. \u0421 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043d\u0430\u0431\u043e\u0440\u0430 \u0444\u0443\u043d\u043a\u0446\u0438\u0439, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043e\u043d\u0438 \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u044e\u0442, \u043c\u043e\u0436\u043d\u043e \u043f\u043e\u044d\u0442\u0430\u043f\u043d\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u043d\u0430\u0434 \u0431\u043e\u043b\u044c\u0448\u0438\u043c\u0438 \u043f\u0440\u043e\u0435\u043a\u0442\u0430\u043c\u0438 \u0438 \u0440\u0435\u0448\u0430\u0442\u044c \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u043a\u043e\u043c\u043f\u043b\u0435\u043a\u0441\u043d\u044b\u0435 \u0437\u0430\u0434\u0430\u0447\u0438. Dash \u2014 \u043c\u0438\u043a\u0440\u043e\u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a Python \u0441 \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u043c \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u043c \u043a\u043e\u0434\u043e\u043c, \u043f\u0440\u0435\u0434\u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044b\u0439 \u0438\u0441\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u0434\u043b\u044f machine studying \u0438 data science.<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='margin-left:auto;margin-right:auto' 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\u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a \u0434\u043b\u044f \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u043c\u0435\u043b\u043a\u0438\u0445 \u0437\u0430\u0434\u0430\u0447 \u0438 \u043e \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430\u0445 \u0441\u043e\u0432\u043c\u0435\u0441\u0442\u0438\u043c\u043e\u0441\u0442\u0438.<\/p>\n<p><h2>\u0412\u0435\u0431-\u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u043e\u0432 Python, \u0421 \u041a\u043e\u0442\u043e\u0440\u044b\u043c\u0438 \u0421\u0442\u043e\u0438\u0442 \u0420\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0412 2018 \u0413\u043e\u0434\u0443<\/h2>\n<\/p>\n<p>Flask \u2013 \u044d\u0442\u043e \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0439 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0432\u0435\u0431-\u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u043d\u0430 \u044f\u0437\u044b\u043a\u0435 Python. \u041a\u043e\u043d\u0435\u0447\u043d\u043e, \u0432\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u044b\u0445 \u0441\u0440\u0435\u0434\u0441\u0442\u0432 \u044f\u0437\u044b\u043a\u0430 \u043d\u0435 \u0445\u0432\u0430\u0442\u0430\u0435\u0442 \u0434\u043b\u044f \u043f\u043e\u043b\u043d\u043e\u0446\u0435\u043d\u043d\u043e\u0439 \u0432\u0435\u0431-\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u043d\u0430 \u043f\u043e\u043c\u043e\u0449\u044c \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442\u0443 \u043f\u0440\u0438\u0445\u043e\u0434\u044f\u0442 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0438. \u0421 \u0438\u0445 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043c\u043e\u0436\u043d\u043e \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043f\u043e\u043b\u043d\u043e\u0446\u0435\u043d\u043d\u0443\u044e \u0441\u0435\u0440\u0432\u0435\u0440\u043d\u0443\u044e \u043b\u043e\u0433\u0438\u043a\u0443 \u0441\u0430\u0439\u0442\u0430, \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0438\u043b\u0438 \u0438\u0433\u0440\u044b.<\/p>\n<p>\u0421\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u0435\u0442 \u043e\u0433\u0440\u043e\u043c\u043d\u043e\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u043e\u0432 \u0434\u043b\u044f \u0432\u0435\u0431-\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043d\u0430 Python. \u0417\u0434\u0435\u0441\u044c \u043c\u044b \u0441\u043e\u0431\u0440\u0430\u043b\u0438 \u0441\u0430\u043c\u044b\u0435 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0441\u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u043d\u044b\u0435, \u043d\u043e \u0443 \u043a\u0430\u0436\u0434\u043e\u0433\u043e \u0438\u0437 \u043d\u0438\u0445 \u0441\u0432\u043e\u0438 \u043f\u043b\u044e\u0441\u044b \u0438 \u043c\u0438\u043d\u0443\u0441\u044b. \u0412\u044b\u0431\u043e\u0440 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u043e\u0433\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442 \u0441\u0442\u043e\u044f\u0449\u0438\u0445 \u043f\u0435\u0440\u0435\u0434 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u043c \u0437\u0430\u0434\u0430\u0447 \u0438 \u043b\u0438\u0447\u043d\u044b\u0445 \u043f\u0440\u0435\u0434\u043f\u043e\u0447\u0442\u0435\u043d\u0438\u0439.<\/p>\n<ul>\n<li>\u041f\u0440\u043e\u0435\u043a\u0442 \u043d\u0430\u0447\u0438\u043d\u0430\u043b\u0441\u044f \u043a\u0430\u043a \u043f\u0440\u043e\u0441\u0442\u0430\u044f \u043e\u0431\u0435\u0440\u0442\u043a\u0430 \u0432\u043e\u043a\u0440\u0443\u0433 Werkzeug \u0438 Jinja, \u0438 \u043d\u0430 \u0441\u0435\u0433\u043e\u0434\u043d\u044f\u0448\u043d\u0438\u0439 \u0434\u0435\u043d\u044c \u0441\u0442\u0430\u043b \u043e\u0434\u043d\u0438\u043c \u0438\u0437 \u0441\u0430\u043c\u044b\u0445 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0445 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u043e\u0432 \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0432\u0435\u0431-\u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u043d\u0430 Python, \u0432\u043a\u043b\u044e\u0447\u0430\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 API.<\/li>\n<li>\u041c\u0438\u043a\u0440\u043e\u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a \u0438 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0430 Flask \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u044f\u0435\u0442\u0441\u044f \u0431\u0435\u0441\u043f\u043b\u0430\u0442\u043d\u043e \u043f\u043e BSD \u043b\u0438\u0446\u0435\u043d\u0437\u0438\u0438.<\/li>\n<li>\u0423 \u043d\u0435\u0435 \u0434\u0440\u0443\u0436\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441, \u043d\u0435\u043f\u043b\u043e\u0445\u0430\u044f \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u044f \u0438 \u0434\u0430\u0436\u0435 \u0432\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u0430\u044f \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 \u0441\u0442\u043e\u0440\u043e\u043d\u043d\u0438\u0445 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a.<\/li>\n<li>\u041e\u043d \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043d, \u0447\u0442\u043e\u0431\u044b \u0431\u044b\u0442\u044c \u043b\u0435\u0433\u043a\u0438\u043c \u0438 \u043b\u0435\u0433\u043a\u043e \u0440\u0430\u0441\u0448\u0438\u0440\u044f\u0435\u043c\u044b\u043c, \u0447\u0442\u043e \u0434\u0435\u043b\u0430\u0435\u0442 \u0435\u0433\u043e \u0445\u043e\u0440\u043e\u0448\u0438\u043c \u0432\u044b\u0431\u043e\u0440\u043e\u043c \u0434\u043b\u044f \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u0432 \u0438\u043b\u0438 \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0445\u043e\u0442\u044f\u0442 \u0431\u043e\u043b\u044c\u0448\u0435 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044f \u043d\u0430\u0434 \u0441\u0432\u043e\u0438\u043c \u043a\u043e\u0434\u043e\u043c.<\/li>\n<\/ul>\n<p>\u0421 \u043f\u043e\u043c\u043e\u0449\u044c\u044e TestProject \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0441 \u043b\u0435\u0433\u043a\u043e\u0441\u0442\u044c\u044e \u0441\u043e\u0431\u0440\u0430\u0442\u044c \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044e \u0434\u043b\u044f \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043c\u043e\u0431\u0438\u043b\u044c\u043d\u044b\u0445, \u0432\u0435\u0431 \u0438\u043b\u0438 \u0438\u043d\u044b\u0445 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u0433\u043e SDK. \u041e\u043d \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 Python \u0432\u0435\u0440\u0441\u0438\u0438 three.6 \u0438 \u0432\u044b\u0448\u0435, \u0430 \u0442\u0430\u043a\u0436\u0435 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0438 Pytest \u0438 Unittest (\u0443\u0437\u043d\u0430\u0442\u044c \u0431\u043e\u043b\u044c\u0448\u0435 \u043c\u043e\u0436\u0435\u0442\u0435 \u0437\u0434\u0435\u0441\u044c). TestProject \u0432\u043a\u043b\u044e\u0447\u0430\u0435\u0442 \u0432 \u0441\u0435\u0431\u044f \u0432\u0441\u0435 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438, \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u044b\u0435 \u0434\u043b\u044f \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u044f \u0435\u0434\u0438\u043d\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u043a\u0440\u043e\u0441\u0441\u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0435\u043d\u043d\u043e\u0433\u043e \u0442\u0435\u0441\u0442\u0438\u0440\u0443\u044e\u0449\u0435\u0433\u043e \u0430\u0433\u0435\u043d\u0442\u0430 (\u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0438\u0442\u0435 \u044d\u0442\u043e\u0442 \u0432\u0435\u0431\u0438\u043d\u0430\u0440, \u0447\u0442\u043e\u0431\u044b \u0443\u0437\u043d\u0430\u0442\u044c \u0431\u043e\u043b\u044c\u0448\u0435). \u041e\u043d \u0438\u0434\u0435\u0430\u043b\u044c\u043d\u043e \u043f\u043e\u0434\u0445\u043e\u0434\u0438\u0442 \u0434\u043b\u044f \u0437\u0430\u0434\u0430\u0447, \u0442\u0440\u0435\u0431\u0443\u044e\u0449\u0438\u0445 \u0434\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u0441\u043e\u0435\u0434\u0438\u043d\u0435\u043d\u0438\u044f \u0441 \u043a\u0430\u0436\u0434\u044b\u043c \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u043c.<\/p>\n<p>\u0427\u0435\u043c \u0431\u043e\u043b\u044c\u0448\u0435 \u0441\u043e\u043e\u0431\u0449\u0435\u0441\u0442\u0432\u043e, \u0442\u0435\u043c \u043f\u0440\u043e\u0449\u0435 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u043f\u043e\u043c\u043e\u0449\u044c \u043f\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u044e \u043a\u0430\u043a\u043e\u0439-\u043b\u0438\u0431\u043e \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b. \u041f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442 \u043c\u043e\u0436\u0435\u0442 \u043a\u0430\u043a \u043b\u0435\u0433\u043a\u043e \u043d\u0430\u0439\u0442\u0438 \u043d\u0443\u0436\u043d\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0432 \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442\u0435, \u0442\u0430\u043a \u0438 \u0441\u0430\u043c\u043e\u0441\u0442\u043e\u044f\u0442\u0435\u043b\u044c\u043d\u043e \u0437\u0430\u0434\u0430\u0442\u044c \u0432\u043e\u043f\u0440\u043e\u0441. \u0412 90% \u0441\u043b\u0443\u0447\u0430\u0435\u0432 \u043a\u0442\u043e-\u0442\u043e \u0443\u0436\u0435 \u0441\u0442\u0430\u043b\u043a\u0438\u0432\u0430\u043b\u0441\u044f \u0441 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u043e\u0439, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u043e\u0431\u044b\u0447\u043d\u043e \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0432\u043e\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0433\u0443\u0433\u043b\u043e\u043c. \u0422\u043e \u0435\u0441\u0442\u044c \u043c\u043e\u0436\u043d\u043e \u043d\u0435 \u0432\u043e\u043b\u043d\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u043e \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u0438 \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u0432 \u0431\u0443\u0434\u0443\u0449\u0435\u043c, \u0442\u0430\u043a \u043a\u0430\u043a \u044d\u0442\u043e \u043c\u043e\u0436\u043d\u043e \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u0432 \u043b\u044e\u0431\u043e\u0439 \u043c\u043e\u043c\u0435\u043d\u0442 \u0431\u0435\u0437 \u043a\u0430\u043a\u0438\u0445-\u043b\u0438\u0431\u043e \u043f\u0440\u043e\u0431\u043b\u0435\u043c. Pyramid \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043d\u0430\u043f\u0438\u0441\u0430\u0442\u044c \u043c\u0430\u043b\u0435\u043d\u044c\u043a\u043e\u0435 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435, \u0430 \u0437\u0430\u0442\u0435\u043c \u043f\u043e\u0441\u0442\u0435\u043f\u0435\u043d\u043d\u043e \u0440\u0430\u0441\u0448\u0438\u0440\u044f\u0442\u044c \u0435\u0433\u043e \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b, \u0434\u043e\u0431\u0430\u0432\u043b\u044f\u044f \u043d\u043e\u0432\u044b\u0435 \u043c\u043e\u0434\u0443\u043b\u0438 \u0438 \u0443\u043b\u0443\u0447\u0448\u0430\u044f \u0441\u0442\u0430\u0440\u044b\u0435. \u0415\u0441\u043b\u0438 \u043f\u0440\u043e\u0432\u0435\u0441\u0442\u0438 \u0430\u043d\u0430\u043b\u043e\u0433\u0438\u044e, \u0442\u043e \u044d\u0442\u043e \u043a\u0430\u043a \u043b\u0438\u0448\u044c \u043e\u0434\u043d\u0430 \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0430\u044f \u043a\u0430\u0441\u0441\u0430 \u0432 \u0441\u0443\u043f\u0435\u0440\u043c\u0430\u0440\u043a\u0435\u0442\u0435, \u043f\u0440\u0438 \u0431\u043e\u043b\u044c\u0448\u043e\u043c \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u043f\u043e\u043a\u0443\u043f\u0430\u0442\u0435\u043b\u0435\u0439 (\u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432) \u043a\u0430\u0441\u0441\u0430 \u043d\u0435 \u0431\u0443\u0434\u0435\u0442 \u0441\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c\u0441\u044f \u0438 \u043e\u0431\u0440\u0430\u0437\u0443\u0435\u0442\u0441\u044f \u0431\u043e\u043b\u044c\u0448\u0430\u044f \u043e\u0447\u0435\u0440\u0435\u0434\u044c.<\/p>\n<p>\u041d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0440\u0430\u0431\u043e\u0447\u0438\u0445 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432 \u043c\u043e\u0433\u0443\u0442 \u043e\u0431\u0441\u043b\u0443\u0436\u0438\u0432\u0430\u0442\u044c \u0431\u043e\u043b\u044c\u0448\u043e\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0441\u0435\u0441\u0441\u0438\u0439. \u042d\u0442\u043e \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0430 \u043d\u0430 \u044f\u0437\u044b\u043a\u0430\u0445 Python, C, C++ \u0438 Cython, \u0441\u0447\u0438\u0442\u0430\u0435\u0442\u0441\u044f \u043e\u0434\u043d\u0438\u043c \u0438\u0437 \u043b\u0443\u0447\u0448\u0438\u0445 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u0434\u043b\u044f \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0438 \u0440\u0430\u0431\u043e\u0442\u044b \u0441\u043e \u0441\u043b\u043e\u0436\u043d\u044b\u043c\u0438 \u0434\u0430\u043d\u043d\u044b\u043c\u0438. Scikit-learn \u0432 \u043e\u0441\u043d\u043e\u0432\u043d\u043e\u043c \u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d \u043d\u0430 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u043a\u043e\u043d\u0446\u0435\u043f\u0446\u0438\u0438 \u043c\u043e\u0434\u0435\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a \u0440\u0435\u0433\u0440\u0435\u0441\u0441\u0438\u044f, \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f, \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u0438\u0437\u0430\u0446\u0438\u044f, \u0432\u044b\u0431\u043e\u0440 \u043c\u043e\u0434\u0435\u043b\u0438 \u0438 \u0442. Pandas \u2013 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0430 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u043d\u0430 Python, \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0449\u0430\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0434\u0430\u043d\u043d\u044b\u0445 \u0432\u044b\u0441\u043e\u043a\u043e\u0433\u043e \u0443\u0440\u043e\u0432\u043d\u044f \u0438 \u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u043d\u0430\u0431\u043e\u0440 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0434\u0430\u043d\u043d\u044b\u0445.<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='margin-left:auto;margin-right:auto' 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width=\"304px\" alt=\"python \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0438\" \/><\/p>\n<p>\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0432 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0438 \u0432\u0435\u0431-\u0441\u0430\u0439\u0442\u043e\u0432 \u0438 API \u0440\u0430\u0437\u043d\u043e\u0439 \u0441\u043b\u043e\u0436\u043d\u043e\u0441\u0442\u0438, \u0432\u043a\u043b\u044e\u0447\u0430\u044f \u0442\u0430\u043a\u0438\u0435 \u043a\u0440\u0443\u043f\u043d\u044b\u0435 \u043f\u0440\u043e\u0435\u043a\u0442\u044b \u043a\u0430\u043a Netflix. 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AIOHTTP \u2013 \u044d\u0442\u043e \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a Python 3.5+, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043c\u043e\u0436\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043a\u0430\u043a \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u043a\u043b\u0438\u0435\u043d\u0442\u0441\u043a\u043e\u0433\u043e, \u0442\u0430\u043a \u0438 \u0441\u0435\u0440\u0432\u0435\u0440\u043d\u043e\u0433\u043e \u0432\u0435\u0431-\u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0430. \u042d\u0442\u043e \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043d\u043e\u0432\u043e\u0435 \u0434\u043e\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0435 \u043a \u0441\u043f\u0438\u0441\u043a\u0443 \u043b\u0443\u0447\u0448\u0438\u0445 Python-\u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u043e\u0432. \u042d\u0442\u043e \u043e\u0437\u043d\u0430\u0447\u0430\u0435\u0442 \u043c\u0435\u043d\u044c\u0448\u0435\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432, \u0432\u043b\u0430\u0434\u0435\u044e\u0449\u0438\u0445 MorePath, \u0438 \u043c\u0435\u043d\u044c\u0448\u0435\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u0432 \u0438 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0435\u0439 \u0434\u043b\u044f \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u044f \u0438 \u043f\u043e\u0438\u0441\u043a\u0430 \u043f\u0443\u0442\u0435\u0439 \u043e\u0431\u0445\u043e\u0434\u0430 \u0435\u0433\u043e \u043d\u0435\u0434\u043e\u0441\u0442\u0430\u0442\u043a\u043e\u0432.<\/p>\n<p>\u0425\u043e\u0440\u043e\u0448\u0430\u044f \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u044f \u0434\u0435\u043b\u0430\u0435\u0442 \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u043e\u043c \u043f\u0440\u043e\u0441\u0442\u043e\u0439 \u0438 \u0443\u0434\u043e\u0431\u043d\u043e\u0439. Pyramid \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442\u0443 \u043a\u0430\u0441\u0442\u043e\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043c\u043d\u043e\u0433\u0438\u0435 \u0432\u0435\u0449\u0438, \u0447\u0442\u043e\u0431\u044b \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0443\u043d\u0438\u043a\u0430\u043b\u044c\u043d\u044b\u0439 \u043f\u0440\u043e\u0435\u043a\u0442. \u0425\u043e\u0442\u044f Pyramid \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442\u0443 \u0432\u0441\u0435 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u044b\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438, \u043e\u043d \u043c\u0435\u043d\u0435\u0435 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u0435\u043d, \u0447\u0435\u043c Django \u0438\u043b\u0438 Flask, \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e \u0432 \u0421\u041d\u0413. \u0415\u0441\u043b\u0438 \u0433\u043e\u0432\u043e\u0440\u0438\u0442\u044c \u043e \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0435 \u0431\u043e\u043b\u044c\u0448\u0438\u0445 <a href=\"https:\/\/deveducation.com\/\">https:\/\/deveducation.com\/<\/a> \u0432\u0435\u0431-\u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439, \u0442\u043e \u0443 Flask \u043f\u043e\u043f\u0440\u043e\u0441\u0442\u0443 \u043d\u0435 \u0445\u0432\u0430\u0442\u0430\u0435\u0442 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0435\u0439. \u0412\u043c\u0435\u0441\u0442\u0435 \u0441 Flask \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442 \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u0448\u0430\u0431\u043b\u043e\u043d\u0438\u0437\u0430\u0442\u043e\u0440, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043e\u0434\u0438\u043d \u0438 \u0442\u043e\u0442 \u0436\u0435 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u0441\u043a\u0438\u0439 \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441 \u043d\u0430 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0430\u0445. \u041b\u0438\u0448\u044c \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0447\u0430\u0441\u0442\u0438 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0430 \u043d\u0435\u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b \u0434\u043b\u044f \u043c\u043e\u0434\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0439, \u043f\u043e\u0442\u043e\u043c\u0443 \u0447\u0442\u043e \u043e\u043d\u0438 \u0443\u0436\u0435 \u043c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u043e \u043f\u0440\u043e\u0441\u0442\u044b \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u044b.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u041a\u043e\u043c\u0430\u043d\u0434\u044b Instagram, Facebook, Dropbox, Netflix \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u0441&nbsp;Python, \u0438&nbsp;\u044d\u0442\u043e \u043b\u0443\u0447\u0448\u0435\u0435 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u0438\u0435 \u0435\u0433\u043e \u043f\u0440\u0435\u0438\u043c\u0443\u0449\u0435\u0441\u0442\u0432. \u041a\u0430\u043a \u0438 \u0432 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u0445 \u0441\u043b\u0443\u0447\u0430\u044f\u0445, \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0443\u044e \u043e\u0437\u043d\u0430\u043a\u043e\u043c\u0438\u0442\u0441\u044f \u0441 \u0440\u0435\u043f\u043e\u0437\u0438\u0442\u0430\u0440\u0438\u0435\u043c \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u043d\u0430 GitHub, \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c&#8230;<\/p>\n","protected":false},"author":2803,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12],"tags":[],"class_list":["post-262308","post","type-post","status-publish","format-standard","hentry","category-education"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - 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