\u0417\u0430\u0434\u0430\u0447\u0443 \u044f \u0440\u0430\u0437\u0431\u0438\u043b \u0441\u0440\u0430\u0437\u0443 \u043d\u0430 \u0434\u0432\u0430 \u043a\u0440\u0443\u043f\u043d\u044b\u0445 \u0431\u043b\u043e\u043a\u0430. \u041f\u0435\u0440\u0432\u044b\u0439 \u0431\u043b\u043e\u043a, \u044d\u0442\u043e \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 \u0432\u0432\u043e\u0434\u0430\/\u0432\u044b\u0432\u043e\u0434\u0430 \u0431\u043b\u043e\u043a\u0438\u0440\u0443\u044e\u0449\u0438\u0435 \u2014 \u0432\u044b\u043a\u0430\u0447\u0438\u0432\u0430\u043d\u0438\u0435 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b \u0441 \u0441\u0430\u0439\u0442\u0430. \u0412\u0442\u043e\u0440\u043e\u0439 \u0431\u043b\u043e\u043a, \u044d\u0442\u043e \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435, \u043d\u0435 \u0431\u043b\u043e\u043a\u0438\u0440\u0443\u044e\u0449\u0438\u0435, \u043d\u043e \u043d\u0430\u0433\u0440\u0443\u0436\u0430\u044e\u0449\u0438\u0435 CPU: \u043f\u0430\u0440\u0441\u0438\u043d\u0433 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b \u0434\u043b\u044f \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u0430 \u0438 \u0442\u0440\u0430\u043d\u0441\u043a\u0440\u0438\u043f\u0446\u0438\u0438 \u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0432 \u0441\u043b\u043e\u0432\u0430\u0440\u044c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430. <\/p>\n \u0411\u043b\u043e\u043a\u0438\u0440\u0443\u044e\u0449\u0438\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 \u044f \u0440\u0435\u0448\u0438\u043b \u0434\u0435\u043b\u0430\u0442\u044c \u0432 \u043f\u0443\u043b\u0435 \u043d\u0438\u0442\u0435\u0439, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f Future \u043e\u0442 Scala. \u0412\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0437\u0430\u0434\u0430\u0447\u0438, \u0440\u0435\u0448\u0438\u043b \u0440\u0430\u0441\u043a\u0438\u0434\u0430\u0442\u044c \u043d\u0430 3 \u0430\u043a\u0442\u0435\u0440\u0430 Akka. \u041f\u0440\u0438\u043c\u0435\u043d\u044f\u044f \u043c\u0435\u0442\u043e\u0434\u0438\u043a\u0443 TDD, c\u043d\u0430\u0447\u0430\u043b\u0430 \u044f \u043d\u0430\u043f\u0438\u0441\u0430\u043b \u0442\u0435\u0441\u0442 \u043a \u0441\u0432\u043e\u0438\u043c \u043a\u0438\u0440\u043f\u0438\u0447\u0438\u043a\u0430\u043c \u0431\u0443\u0434\u0443\u0449\u0435\u0433\u043e \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f.<\/p>\n \u041e\u0431\u0440\u0430\u0442\u0438\u0442\u0435 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435. \u0424\u0443\u043d\u043a\u0446\u0438\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043c\u043e\u0433\u0443\u0442 \u0432\u0435\u0440\u043d\u0443\u0442\u044c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u0439 \u0438\u043c\u0435\u044e\u0442 Try[\u2026]. \u0422\u0435 \u043b\u0438\u0431\u043e Success \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0438\u043b\u0438 Failure \u0438 \u044d\u043a\u0441\u0435\u043f\u0448\u0435\u043d. \u0424\u0443\u043d\u043a\u0446\u0438\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0431\u0443\u0434\u0443\u0442 \u0447\u0430\u0441\u0442\u043e \u0432\u044b\u0437\u044b\u0432\u0430\u0442\u044c \u0438 \u0438\u043c\u0435\u044e\u0442 \u0431\u043b\u043e\u043a\u0438\u0440\u0443\u044e\u0449\u0438\u0435 i\/o \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 \u0438\u043c\u0435\u044e\u0442 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442, \u043a\u0430\u043a Future[Try[\u2026]]. \u0422\u0435 \u043f\u0440\u0438 \u0432\u044b\u0437\u043e\u0432\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 \u0441\u0440\u0430\u0437\u0443 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442\u0441\u044f Future \u0432 \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u0438\u0434\u0443\u0442 \u0434\u043e\u043b\u0433\u0438\u0435 i\/o \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438. \u041f\u0440\u0438\u0442\u043e\u043c \u043e\u043d\u0438 \u0438\u0434\u0443\u0442 \u0432\u043d\u0443\u0442\u0440\u0438 Try \u0438 \u043c\u043e\u0433\u0443\u0442 \u0437\u0430\u0432\u0435\u0440\u0448\u0438\u0442\u0441\u044f \u0441 \u043e\u0448\u0438\u0431\u043e\u043a (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440 \u0441\u043e\u0435\u0434\u0438\u043d\u0435\u043d\u0438\u0435 \u043f\u043e\u0440\u0432\u0430\u043b\u043e\u0441\u044c).<\/p>\n \u0421\u0430\u043c\u043e \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0438\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0435\u0442\u0441\u044f \u0432 Top3000WordsApp.scala. \u041f\u043e\u0434\u043d\u0438\u043c\u0430\u0435\u0442\u0441\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0430\u043a\u0442\u0435\u0440\u043e\u0432. \u0421\u043e\u0437\u0434\u0430\u044e\u0442\u0441\u044f \u0430\u043a\u0442\u0435\u0440\u044b. \u0417\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u0442\u0441\u044f \u043f\u0430\u0440\u0441\u0438\u043d\u0433 \u0441\u043f\u0438\u0441\u043a\u0430 \u0441\u043b\u043e\u0432, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0432 \u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u0442 \u0432\u044b\u043a\u0430\u0447\u0438\u0432\u0430\u043d\u0438\u0435 \u0430\u043d\u0433\u043b\u0438\u0439\u0441\u043a\u0438\u0445 \u0438 \u0440\u0443\u0441\u0441\u043a\u0438\u0445 \u0441\u0442\u0440\u0430\u043d\u0438\u0446 \u0441 \u0442\u0440\u0430\u043d\u0441\u043a\u0440\u0438\u043f\u0446\u0438\u0435\u0439 \u0438 \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u043e\u043c. \u0412 \u0441\u043b\u0443\u0447\u0430\u0435 \u0443\u0441\u043f\u0435\u0448\u043d\u043e\u0439 \u0441\u043a\u0430\u0447\u043a\u0438 \u0441\u0442\u0440\u0430\u043d\u0438\u0446, \u0441\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0435\u0442 \u043f\u0435\u0440\u0435\u0434\u0430\u0447\u0430 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u043c\u043e\u0435 \u0441\u0442\u0440\u0430\u043d\u0438\u0446 \u0430\u043a\u0442\u0435\u0440\u0430\u043c \u0434\u043b\u044f \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430, \u0438\u0437\u0432\u043b\u0435\u043a\u0430\u044e\u0449\u0438\u0445 \u043f\u0435\u0440\u0435\u0432\u043e\u0434 \u0438 \u0442\u0440\u0430\u043d\u0441\u043a\u0440\u0438\u043f\u0446\u0438\u044e. \u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u0430 \u0430\u043a\u0442\u0435\u0440\u044b \u043f\u0435\u0440\u0435\u0434\u0430\u044e\u0442 \u043a\u043e\u043d\u0435\u0447\u043d\u043e\u043c\u0443 \u0430\u043a\u0442\u0435\u0440\u0443-\u0441\u043b\u043e\u0432\u0430\u0440\u044e, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0430\u043a\u0430\u043c\u0443\u043b\u0438\u0440\u0443\u0435\u0442 \u0432\u0441\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0432 \u043e\u0434\u043d\u043e\u043c \u043c\u0435\u0441\u0442\u0435. \u0418 \u043f\u043e \u043d\u0430\u0436\u0430\u0442\u0438\u044e enter, \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0430\u043a\u0442\u0435\u0440\u043e\u0432 \u0438\u0434\u0435\u0442 \u0432 shutdown. \u0418 \u0430\u043a\u0442\u0435\u0440 DictionaryActor, \u043f\u043e\u043b\u0443\u0447\u0430\u044f \u0441\u0438\u0433\u043d\u0430\u043b \u043e\u0431 \u044d\u0442\u043e\u043c, \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0435\u0442 \u0441\u043e\u0431\u0440\u0430\u043d\u044b\u0439 \u0441\u043b\u043e\u0432\u0430\u0440\u044c \u0432 \u0444\u0430\u0439\u043b dictionaty.txt<\/p>\n \u041e\u0431\u0440\u0430\u0442\u0438\u0442\u0435 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435, \u0447\u0442\u043e \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c \u0440\u0430\u0437\u0431\u0438\u0442 \u043d\u0430 start, getWords, parse \u0444\u0443\u043d\u043a\u0446\u0438\u0438. \u042d\u0442\u043e \u0441\u0434\u0435\u043b\u0430\u043d\u043e \u0438\u0437-\u0437\u0430 \u0442\u043e\u0433\u043e, \u0447\u0442\u043e \u0434\u043b\u044f \u043a\u0430\u0436\u0434\u043e\u0439 \u0444\u0430\u0437\u044b \u0437\u0430\u0434\u0430\u0447\u0438 \u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u0441\u0432\u043e\u0439 \u043f\u0443\u043b \u043d\u0438\u0442\u0435\u0439, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043f\u0435\u0440\u0435\u0434\u0430\u0435\u0442\u0441\u044f \u043d\u0435\u044f\u0432\u043d\u043e, \u043a\u0430\u043a ThreadExecutionContext. \u0421\u043d\u0430\u0447\u0430\u043b\u0430, \u0443 \u043c\u0435\u043d\u044f \u0431\u044b\u043b\u0430 \u0432\u0441\u0435\u0433\u043e \u043e\u0434\u043d\u0430 \u0444\u0443\u043d\u043a\u0446\u0438\u044f getWords, \u0434\u043b\u044f \u0440\u0435\u043a\u0443\u0440\u0441\u0438\u0432\u043d\u043e\u0433\u043e \u0432\u044b\u0437\u043e\u0432\u0430. \u041d\u043e \u0432\u0441\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u043b\u043e \u043e\u0447\u0435\u043d\u044c \u043c\u0435\u0434\u043b\u0435\u043d\u043d\u043e, \u0442\u0430\u043a \u043a\u0430\u043a \u043d\u0430 \u0432\u0435\u0440\u0445\u043d\u0435\u043c \u0443\u0440\u043e\u0432\u043d\u0435 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u0430 \u0440\u0430\u0441\u043f\u0430\u0440\u0430\u043b\u0435\u043b\u0438\u0432\u0430\u043d\u0438\u0435 \u0432\u044b\u0436\u0438\u0440\u0430\u043b\u043e \u0432\u0435\u0441\u044c \u043f\u0443\u043b \u043d\u0438\u0442\u0435\u0439 \u0438 \u0432 \u0441\u0430\u043c\u043e\u043c \u043d\u0438\u0437\u0443 \u0431\u044b\u043b\u0438 \u0432\u0435\u0447\u043d\u044b\u0435 \u043e\u0436\u0438\u0434\u0430\u043d\u0438\u044f, \u043a\u043e\u0433\u0434\u0430 \u0436\u0435 \u043c\u043d\u0435 \u0434\u0430\u0434\u0443\u0442 \u0441\u0432\u043e\u0431\u043e\u0434\u043d\u0443\u044e \u043d\u0438\u0442\u044c, \u0447\u0442\u043e \u0431\u044b \u043f\u043e\u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c. \u0410 \u043a\u0430\u043a \u0440\u0430\u0437 \u0432 \u043d\u0438\u0437\u0443 \u0441\u0430\u043c\u043e\u0435 \u0431\u043e\u043b\u044c\u0448\u043e\u0435 \u0447\u0438\u0441\u043b\u043e \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439.<\/p>\n \u0412\u043e\u0442 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u0441\u043a\u0430\u0447\u0438\u0432\u0430\u043d\u0438\u044f \u0438 \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430 \u0441 \u0441\u0430\u0439\u0442\u043e\u0432.<\/p>\n \u0421\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0434\u0430\u043d\u043d\u044b\u0445 \u0441 \u043a\u043e\u0442\u043e\u0440\u044b\u043c\u0438 \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u0430\u043a\u0442\u0435\u0440\u044b.<\/p>\n \u0410\u043a\u0442\u0435\u0440\u044b, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u044e\u0442 \u043d\u0430 \u0432\u0445\u043e\u0434\u0435 \u0441\u043a\u0430\u0447\u0430\u043d\u043d\u044b\u0435 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b \u0434\u043b\u044f \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430 \u0438 \u043f\u0435\u0440\u0435\u0441\u044b\u043b\u0430\u044e\u0442 \u043f\u0435\u0440\u0435\u0432\u043e\u0434 \u0438 \u0442\u0440\u0430\u043d\u0441\u043a\u0440\u0438\u043f\u0446\u0438\u044e \u0430\u043a\u0442\u0435\u0440\u0443 DictionaryActor<\/p>\n \u0410\u043a\u0442\u0435\u0440 \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043d\u0430\u043a\u0430\u043f\u043b\u0438\u0432\u0430\u0435\u0442 \u0432 \u0441\u0435\u0431\u0435 \u0441\u043b\u043e\u0432\u0430\u0440\u044c \u0441 \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u0430\u043c\u0438 \u0438 \u0442\u0440\u0430\u043d\u0441\u043a\u0440\u0438\u043f\u0446\u0438\u0435\u0439 \u0438 \u043f\u043e\u0441\u043b\u0435 shutdown \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0430\u043a\u0442\u0435\u0440\u043e\u0432 \u0437\u0430\u043f\u0438\u0441\u044b\u0432\u0430\u0435\u0442 \u0432\u0435\u0441\u044c \u0441\u043b\u043e\u0432\u0430\u0440\u044c \u0432 dictionary.txt<\/p>\n \u041a\u0430\u043a\u0438\u0435 \u0432\u044b\u0432\u043e\u0434\u044b? \u041d\u0430 \u043c\u043e\u0435\u043c Mac Book Pro \u044d\u0442\u043e\u0442 \u0441\u043a\u0440\u0438\u043f\u0442 \u0440\u0430\u0431\u043e\u0442\u0430\u043b \u0432 \u0442\u0435\u0447\u0435\u043d\u0438\u0435 \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e 1 \u0447\u0430\u0441\u0430, \u043f\u043e\u043a\u0430 \u044f \u043f\u0438\u0441\u0430\u043b \u044d\u0442\u0443 \u0441\u0442\u0430\u0442\u044c\u044e. \u042f \u0435\u0433\u043e \u043f\u0440\u0435\u0440\u0432\u0430\u043b \u043d\u0430\u0436\u0430\u0432 enter \u0438 \u0432\u043e\u0442 \u043a\u0430\u043a\u043e\u0439 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442:<\/p>\n \u041f\u043e\u0442\u043e\u043c, \u044f \u0435\u0449\u0435 \u0440\u0430\u0437 \u0437\u0430\u043f\u0443\u0441\u0442\u0438\u043b \u0441\u043a\u0440\u0438\u043f\u0442 \u0438 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\u0440\u0430\u0431\u043e\u0442\u044b \u0432 \u0444\u0430\u0439\u043b. \u0414\u0438\u0430\u0433\u043d\u043e\u0437 \u0442\u0430\u043a\u043e\u0439, \u043f\u0438\u0441\u0430\u0442\u044c \u043d\u0430 Future \u0438 par.map \u0438\u043b\u0438 par.foreach, \u043a\u043e\u043d\u0435\u0447\u043d\u043e \u043a\u0440\u0430\u0441\u0438\u0432\u043e \u0438 \u0443\u0434\u043e\u0431\u043d\u043e, \u043d\u043e \u0440\u0435\u0430\u043b\u044c\u043d\u043e \u043e\u0447\u0435\u043d\u044c \u0442\u044f\u0436\u0435\u043b\u043e \u043f\u043e\u043d\u044f\u0442\u044c \u043a\u0430\u043a \u043d\u0430 \u0441\u0430\u043c\u043e\u043c \u0434\u0435\u043b\u0435 \u043d\u0430 \u0443\u0440\u043e\u0432\u043d\u0435 \u043d\u0438\u0442\u0435\u0439 \u044d\u0442\u043e \u0432\u0441\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0438 \u0433\u0434\u0435 \u0436\u0435 \u0443\u0437\u043a\u043e\u0435 \u0433\u043e\u0440\u043b\u044b\u0448\u043a\u043e \u0431\u0443\u0442\u044b\u043b\u043a\u0438. \u0412 \u0438\u0442\u043e\u0433\u0435 \u044f \u043f\u043b\u0430\u043d\u0438\u0440\u0443\u044e \u0432\u0441\u0435 \u043f\u0435\u0440\u0435\u043f\u0438\u0441\u0430\u0442\u044c \u043d\u0430 \u0430\u043a\u0442\u0435\u0440\u044b. \u041f\u0440\u0438\u0442\u043e\u043c, \u0431\u0443\u0434\u0443 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043f\u0443\u043b\u044b \u0430\u043a\u0442\u0435\u0440\u043e\u0432. \u0427\u0442\u043e \u0431\u044b, \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, 4 \u0430\u043a\u0442\u0435\u0440\u0430 \u0432\u044b\u043a\u0430\u0447\u0438\u0432\u0430\u043b\u043e \u0438 \u043f\u0430\u0440\u0441\u0438\u043b\u043e \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b \u0441\u043e \u0441\u043f\u0438\u0441\u043a\u0430\u043c\u0438 \u0441\u043b\u043e\u0432, 18 \u0430\u043a\u0442\u0435\u0440\u043e\u0432 \u0432\u044b\u043a\u0430\u0447\u0438\u0432\u0430\u043b\u043e \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b \u0441 \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u0430\u043c\u0438, 4 \u0430\u043a\u0442\u0435\u0440\u0430 \u043f\u0430\u0440\u0441\u0438\u043b\u043e \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b \u0438\u0437\u0432\u043b\u0435\u043a\u0430\u044f \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u044b \u0438 \u0442\u0440\u0430\u043d\u0441\u043a\u0440\u0438\u043f\u0446\u0438\u044e, \u043d\u0443 \u0438 1 \u0430\u043a\u0442\u0435\u0440 \u0441\u043a\u043b\u0430\u0434\u044b\u0432\u0430\u043b \u0432\u0441\u0435 \u0432 \u0441\u043b\u043e\u0432\u0430\u0440\u044c. <\/p>\n \u0422\u0435\u043a\u0443\u0449\u0430\u044f \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u0432 \u0431\u0440\u0430\u043d\u0447\u0435 v0.1 github.com\/evgenyigumnov\/top3000words\/tree\/v0.1<\/a> \u0412\u0435\u0440\u0441\u0438\u044f \u0433\u0434\u0435 \u0432\u0441\u0435 \u043f\u0435\u0440\u0435\u043f\u0438\u0441\u0430\u043d\u043e \u043d\u0430 \u0430\u043a\u0442\u0435\u0440\u044b \u0441 \u043f\u0443\u043b\u0430\u043c\u0438 \u0431\u0443\u0434\u0435\u0442 \u0432 \u0431\u0440\u0430\u043d\u0447\u0435 v0.2, \u043d\u0443 \u0438 \u0432 master, \u0447\u0443\u0442\u044c \u043f\u043e\u0437\u0436\u0435. \u041c\u043e\u0436\u0435\u0442 \u0435\u0441\u0442\u044c \u0443 \u043a\u043e\u0433\u043e \u0441\u043e\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f, \u0447\u0442\u043e \u044f \u0434\u0435\u043b\u0430\u043b \u043d\u0435 \u0442\u0430\u043a, \u0432 \u0442\u0435\u043a\u0443\u0449\u0435\u0439 \u0432\u0435\u0440\u0441\u0438\u0438? \u041d\u0443 \u0438 \u043c\u043e\u0436\u0435\u0442 \u0441\u043e\u0432\u0435\u0442\u044b \u043f\u043e\u0434\u043a\u0438\u043d\u0438\u0442\u0435 \u043f\u043e \u043d\u043e\u0432\u043e\u0439 \u0432\u0435\u0440\u0441\u0438\u0438?<\/p>\n \u041f\u0440\u043e\u0435\u043a\u0442 \u043d\u0430 \u0433\u0438\u0442\u0445\u0430\u0431\u0435 \u0434\u043e\u0441\u0442\u0443\u043f\u0435\u043d: github.com\/evgenyigumnov\/top3000words<\/a><\/p>\n \u0417\u0430\u043f\u0443\u0441\u0442\u0438\u0442\u044c \u0442\u0435\u0441\u0442\u044b \u043f\u0440\u043e\u0435\u043a\u0442\u0430: sbt test \u0441\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b \u0441\u0442\u0430\u0442\u044c\u0438 http:\/\/habrahabr.ru\/post\/273431\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":" \u0420\u0435\u0448\u0438\u043b \u0442\u0443\u0442 \u044f \u043f\u043e\u0434\u0442\u044f\u043d\u0443\u0442\u044c \u0441\u0432\u043e\u0439 \u0430\u043d\u0433\u043b\u0438\u0439\u0441\u043a\u0438\u0439 \u044f\u0437\u044b\u043a. \u0412 \u0447\u0430\u0441\u0442\u043d\u043e\u0441\u0442\u0438, \u0437\u0430\u0445\u043e\u0442\u0435\u043b\u043e\u0441\u044c \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0440\u0430\u0441\u0448\u0438\u0440\u0438\u0442\u044c \u0441\u043b\u043e\u0432\u0430\u0440\u043d\u044b\u0439 \u0437\u0430\u043f\u0430\u0441. \u042f \u0437\u043d\u0430\u044e, \u0447\u0442\u043e \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u0435\u0442 \u043c\u0430\u0441\u0441\u0430 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0432 \u0438\u0433\u0440\u043e\u0432\u043e\u0439 \u0444\u043e\u0440\u043c\u0435 \u043f\u043e\u043c\u043e\u0433\u0430\u044e\u0442 \u044d\u0442\u043e \u0441\u0434\u0435\u043b\u0430\u0442\u044c. \u0417\u0430\u0433\u0432\u043e\u0437\u0434\u043a\u0430 \u0432 \u0442\u043e\u043c, \u0447\u0442\u043e \u044f \u043d\u0435 \u043b\u044e\u0431\u043b\u044e \u0433\u0435\u0439\u043c\u0444\u0438\u043a\u0430\u0446\u0438\u044e. \u041f\u0440\u0435\u0434\u043f\u043e\u0447\u0438\u0442\u0430\u044e \u043f\u043e \u0441\u0442\u0430\u0440\u0438\u043d\u043a\u0435. \u041b\u0438\u0441\u0442\u043e\u0447\u0435\u043a \u0431\u0443\u043c\u0430\u0433\u0438 \u0433\u0434\u0435 \u0442\u0430\u0431\u043b\u0438\u0446\u0430 \u0441\u043e \u0441\u043b\u043e\u0432\u0430\u043c\u0438, \u0442\u0440\u0430\u043d\u0441\u043a\u0440\u0438\u043f\u0446\u0438\u0435\u0439 \u0438 \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u043e\u043c. \u0418 \u0443\u0447\u0438\u043c \u0435\u0433\u043e \u0443\u0447\u0438\u043c. \u0418 \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u043c \u0441\u0432\u043e\u0438 \u0437\u043d\u0430\u043d\u0438\u044f, \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0437\u0430\u043a\u0440\u044b\u0432\u0430\u044f \u0441\u0442\u043e\u043b\u0431\u0435\u0446 \u0441 \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u043e\u043c. \u0412 \u043e\u0431\u0449\u0435\u043c, \u043a\u0430\u043a \u044f \u0443\u0447\u0438\u043b \u044d\u0442\u043e \u0432 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0435. <\/p>\n \u041f\u0440\u043e\u0441\u043b\u044b\u0448\u0430\u043b \u044f \u043f\u0440\u043e \u0442\u043e, \u0447\u0442\u043e \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u0435\u0442 3000 \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0447\u0430\u0441\u0442\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c\u044b\u0445 \u0441\u043b\u043e\u0432, \u043f\u043e\u0434\u043e\u0431\u0440\u0430\u043d\u043d\u044b\u0445 \u043d\u0430 OxfordDictionary \u0441\u0430\u0439\u0442\u0435. \u0412\u043e\u0442 \u0442\u0443\u0442 \u044d\u0442\u043e\u0442 \u0441\u043f\u0438\u0441\u043e\u043a \u0441\u043b\u043e\u0432: www.oxfordlearnersdictionaries.com\/wordlist\/english\/oxford3000\/Oxford3000_A-B<\/a> \u041d\u0443 \u0430 \u043f\u0435\u0440\u0435\u0432\u043e\u0434 \u043d\u0430 \u0440\u0443\u0441\u0441\u043a\u0438\u0439 \u044f \u0440\u0435\u0448\u0438\u043b \u0431\u0440\u0430\u0442\u044c \u043e\u0442\u0441\u044e\u0434\u0430: www.translate.ru\/dictionary\/en-ru<\/a> \u041e\u0434\u043d\u0430 \u0442\u043e\u043b\u044c\u043a\u043e \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430, \u0432\u0441\u0435 \u043d\u0430\u0445\u043e\u0434\u0438\u0442\u044c\u0441\u044f \u043d\u0430 \u044d\u0442\u0438\u0445 \u0441\u0430\u0439\u0442\u0430\u0445 \u043d\u0443 \u0441\u043e\u0432\u0441\u0435\u043c \u043d\u0435 \u0432 \u0442\u043e\u043c \u0444\u043e\u0440\u043c\u0430\u0442\u0435, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043c\u043e\u0436\u043d\u043e \u0440\u0430\u0441\u043f\u0435\u0447\u0430\u0442\u0430\u0442\u044c \u0438 \u0443\u0447\u0438\u0442\u044c. \u0412 \u0438\u0442\u043e\u0433\u0435 \u0440\u043e\u0434\u0438\u043b\u0430\u0441\u044c \u0438\u0434\u0435\u044f \u044d\u0442\u043e \u0432\u0441\u0435 \u0437\u0430\u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u0442\u044c. \u041d\u043e \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u044d\u0442\u043e \u043d\u0435 \u043a\u0430\u043a \u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c, \u0430 \u0432\u0441\u0435 \u0440\u0430\u0441\u043f\u0430\u0440\u0430\u043b\u0435\u043b\u0438\u0442\u044c. \u0427\u0442\u043e \u0431\u044b \u0432\u044b\u043a\u0430\u0447\u0438\u0432\u0430\u043d\u0438\u0435 \u0438 \u043f\u0430\u0440\u0441\u0438\u043d\u0433 \u0432\u0441\u0435\u0445 \u0441\u043b\u043e\u0432 \u0437\u0430\u043d\u044f\u043b \u043d\u0435 (3000 \u0441\u043b\u043e\u0432 * 2 \u0441\u0430\u0439\u0442\u0430) \/ 60 \u0441\u0435\u043a\u0443\u043d\u0434 = 100 \u043c\u0438\u043d\u0443\u0442. \u042d\u0442\u043e \u0435\u0441\u043b\u0438 \u0434\u0430\u0432\u0430\u0442\u044c \u043f\u043e 1 \u0441\u0435\u043a\u0443\u043d\u0434\u0435 \u043d\u0430 \u0432\u044b\u043a\u0430\u0447\u0438\u0432\u0430\u043d\u0438\u0435 \u0438 \u0440\u0430\u0441\u043f\u0430\u0440\u0441\u0438\u0432\u0430\u043d\u0438\u0435 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b \u0434\u043b\u044f \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u0430 \u0438 \u0442\u0440\u0430\u043d\u0441\u043a\u0440\u0438\u043f\u0446\u0438\u0438 (\u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0434\u0443\u043c\u0430\u044e \u044d\u0442\u043e \u0432 3 \u0440\u0430\u0437\u0430 \u0434\u043e\u043b\u044c\u0448\u0435, \u043f\u043e\u043a\u0430 \u0441\u043e\u0435\u0434\u0438\u043d\u0435\u043d\u0438\u0435 \u043e\u0442\u043a\u0440\u043e\u0435\u043c, \u043f\u043e\u043a\u0430 \u0437\u0430\u043a\u0440\u043e\u0435\u043c \u0438 \u0442\u0434 \u0438 \u0442\u043f). <\/p>\n ![\"image\"\/](\"https:\/\/habrastorage.org\/getpro\/habr\/post_images\/4bc\/eae\/7ea\/4bceae7ea882594409931ec9c01da0eb.jpg\")
<\/a><\/p>\nclass Test extends FlatSpec with Matchers { "Table Of Content extractor" should "download and extract content from Oxford Site" in { val content:List[String] = OxfordSite.getTableOfContent content.size should be (10) content.find(_ == "A-B") should be (Some("A-B")) content.find(_ == "U-Z") should be (Some("U-Z")) } "Words list extractor" should "download words from page" in { val future: Future[Try[Option[List[String]]]] = OxfordSite.getWordsFromPage("A-B", 1) val wordsTry:Try[Option[List[String]]] = Await.result(future,60 seconds) wordsTry should be a 'success val words = wordsTry.get words.get.find(_ == "abandon") should be (Some("abandon")) } "Words list extractor" should "return None from empty page" in { val future: Future[Try[Option[List[String]]]] = OxfordSite.getWordsFromPage("A-B", 999) val wordsTry:Try[Option[List[String]]] = Await.result(future,60 seconds) wordsTry should be a 'success val words = wordsTry.get words should be(None) } "Russian Translation" should "download translation and parse" in { val page: Future[Try[String]] = LingvoSite.getPage("test") val pageResultTry: Try[String]= Await.result(page,60 seconds) pageResultTry should be a 'success val pageResult = pageResultTry.get pageResult.contains("\u0442\u0435\u0441\u0442") should be(true) LingvoSite.parseTranslation(pageResult).get should be("\u0442\u0435\u0441\u0442") } "English Translation" should "download translation and parse" in { val page: Future[Try[String]] = OxfordSite.getPage("test") val pageResultTry: Try[String] = Await.result(page,60 seconds) pageResultTry should be a 'success val pageResult = pageResultTry.get pageResult.contains("examination") should be(true) OxfordSite.parseTranslation(pageResult).get should be(("test", "an examination of somebody\u2019s knowledge or ability, consisting of questions for them to answer or activities for them to perform")) } } <\/code><\/pre>\nobject Top3000WordsApp extends App { val system = ActorSystem("Top3000Words") val dictionatyActor = system.actorOf(Props[DictionaryActor], "dictionatyActor") val englishTranslationActor = system.actorOf(Props(classOf[EnglishTranslationActor], dictionatyActor), "englishTranslationActor") val russianTranslationActor = system.actorOf(Props(classOf[RussianTranslationActor], dictionatyActor), "russianTranslationActor") val mapGetPageThreadExecutionContext = ExecutionContext.fromExecutor(Executors.newFixedThreadPool(16)) val mapGetWordsThreadExecutionContext = ExecutionContext.fromExecutor(Executors.newFixedThreadPool(16)) start() scala.io.StdIn.readLine() system.terminate() def start() = { import concurrent.ExecutionContext.Implicits.global Future { OxfordSite.getTableOfContent.par.foreach(letterGroup => { getWords(letterGroup, 1) }) } } def getWords(letterGroup: String, pageNum: Int): Unit = { implicit val executor = mapGetWordsThreadExecutionContext OxfordSite.getWordsFromPage(letterGroup, pageNum).map(tryWords => { tryWords match { case Success(Some(words)) => words.par.foreach(word => { parse(word,letterGroup,pageNum) }) case Success(None) => Unit case Failure(ex) => println(ex.getMessage) } }) } def parse(word: String, letterGroup: String, pageNum: Int)= { implicit val executor = mapGetPageThreadExecutionContext OxfordSite.getPage(word).map(tryEnglishPage => { tryEnglishPage match { case Success(englishPage) => { englishTranslationActor ! (word, englishPage) getWords(letterGroup, pageNum + 1) } case Failure(ex) => println(ex.getMessage) } }) LingvoSite.getPage(word).map(_ match { case Success(russianPage) => { russianTranslationActor !(word, russianPage) } case Failure(ex) => println(ex.getMessage) }) } } <\/code><\/pre>\nobject OxfordSite { val getPageThreadExecutionContext = ExecutionContext.fromExecutor(Executors.newFixedThreadPool(16)) def parseTranslation(content: String): Try[(String, String)] = { Try { val browser = new Browser val doc = browser.parseString(content) val spanElement: Element = doc >> element(".phon") val str = Jsoup.parse(spanElement.toString).text() val transcription = str.stripPrefix("BrE\/\/").stripSuffix("\/\/").trim val translation = doc >> text(".def") (transcription,translation) } } def getPage(word: String): Future[Try[String]] = { implicit val executor = getPageThreadExecutionContext Future { Try { val html = Source.fromURL("http:\/\/www.oxfordlearnersdictionaries.com\/definition\/english\/" + (word.replace(' ','-')) + "_1") html.mkString } } } def getWordsFromPage(letterGroup: String, pageNum: Int): Future[Try[Option[List[String]]]] = { import ExecutionContext.Implicits.global Future { Try { val html = Source.fromURL("http:\/\/www.oxfordlearnersdictionaries.com" + "\/wordlist\/english\/oxford3000\/Oxford3000_" + letterGroup + "\/?page=" + pageNum) val page = html.mkString val browser = new Browser val doc = browser.parseString(page) val ulElement: Element = doc >> element(".wordlist-oxford3000") val liElements: List[Element] = ulElement >> elementList("li") if (liElements.size > 0) Some(liElements.map(_ >> text("a"))) else None } } } def getTableOfContent: List[String] = { val html = Source.fromURL("http:\/\/www.oxfordlearnersdictionaries.com\/wordlist\/english\/oxford3000\/Oxford3000_A-B\/") val page = html.mkString val browser = new Browser val doc = browser.parseString(page) val ulElement: Element = doc >> element(".hide_phone") val liElements: List[Element] = ulElement >> elementList("li") List(liElements.head >> text("span")) ++ liElements.tail.map(_ >> text("a")) } } object LingvoSite { val getPageThreadExecutionContext = ExecutionContext.fromExecutor(Executors.newFixedThreadPool(16)) def parseTranslation(content: String): Try[String] = { Try { val browser = new Browser val doc = browser.parseString(content) val spanElement: Element = doc >> element(".r_rs") spanElement >> text("a") } } def getPage(word: String): Future[Try[String]] = { implicit val executor = getPageThreadExecutionContext Future { Try { val html = Source.fromURL("http:\/\/www.translate.ru\/dictionary\/en-ru\/" + java.net.URLEncoder.encode(word,"UTF-8")) html.mkString } } } } <\/code><\/pre>\ncase class Word (word: String, transcription: Option[String] = None, russianTranslation:Option[String] = None, englishTranslation: Option[String] = None) case class RussianTranslation(word:String, translation: String) case class EnglishTranslation(word:String, translation: String) case class Transcription(word:String, transcription: String) <\/code><\/pre>\nclass EnglishTranslationActor (dictionaryActor: ActorRef) extends Actor { println("EnglishTranslationActor") def receive = { case (word: String, englishPage: String) => { OxfordSite.parseTranslation(englishPage) match { case Success((transcription, translation)) => { dictionaryActor ! EnglishTranslation(word,translation) dictionaryActor ! Transcription(word,transcription) } case Failure(ex) => { println(ex.getMessage) } } } } } class RussianTranslationActor (dictionaryActor: ActorRef) extends Actor { println("RussianTranslationActor") def receive = { case (word: String, russianPage: String) => { LingvoSite.parseTranslation(russianPage) match { case Success(translation) => { dictionaryActor ! RussianTranslation(word, translation) } case Failure(ex) => { println(ex.getMessage) } } } } } <\/code><\/pre>\nclass DictionaryActor extends Actor { println("DictionaryActor") override def postStop(): Unit = { println("DictionaryActor postStop") val fileText = DictionaryActor.words.map{case (_, someWord)=> { val transcription = someWord.transcription.getOrElse(" ") val russianTranslation = someWord.russianTranslation.getOrElse(" ") val englishTranslation = someWord.englishTranslation.getOrElse(" ") List(someWord.word, transcription , russianTranslation , englishTranslation).mkString("|") }}.mkString("\\n") scala.tools.nsc.io.File("dictionary.txt").writeAll(fileText) println("dictionary.txt saved") System.exit(0) } def receive = { case Transcription(wordName, transcription) => { val newElement = DictionaryActor.words.get(wordName) match { case Some(word) => word.copy(transcription = Some(transcription)) case None => Word(wordName,transcription = Some(transcription)) } DictionaryActor.words += wordName -> newElement println(newElement) } case RussianTranslation(wordName, translation) => { val newElement = DictionaryActor.words.get(wordName) match { case Some(word) => word.copy(russianTranslation = Some(translation)) case None => Word(wordName,russianTranslation = Some(translation)) } DictionaryActor.words += wordName -> newElement println(newElement) } case EnglishTranslation(wordName, translation) => { val newElement = DictionaryActor.words.get(wordName) match { case Some(word) => word.copy(englishTranslation = Some(translation)) case None => Word(wordName,englishTranslation = Some(translation)) } DictionaryActor.words += wordName -> newElement println(newElement) } } } object DictionaryActor { var words = scala.collection.mutable.Map[String, Word]() } <\/code><\/pre>\nbash-3.2$ cat .\/dictionary.txt |wc -l 1809 <\/code><\/pre>\n
\u0417\u0430\u043f\u0443\u0441\u0442\u0438\u0442\u044c \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435: sbt run
\u041d\u0443 \u0438 \u043a\u0430\u043a \u043d\u0430\u0434\u043e\u0435\u0441\u0442 \u0436\u0434\u0430\u0442\u044c, \u043d\u0430\u0436\u0430\u0442\u044c enter \u0438 \u043e\u0437\u043d\u0430\u043a\u043e\u043c\u0438\u0442\u044c\u0441\u044f \u0441 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u043c\u044b\u043c \u0444\u0430\u0439\u043b\u0430 dectionary.txt \u0432 \u0442\u0435\u043a\u0443\u0449\u0435\u0439 \u043f\u0430\u043f\u043a\u0435 <\/p>\n <\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-270655","post","type-post","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/270655","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=270655"}],"version-history":[{"count":0,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/270655\/revisions"}],"wp:attachment":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=270655"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=270655"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=270655"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}