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\u0642\u0628\u0644 \u0627\u062a\u062e\u0627\u0630 \u0647\u0630\u0627 \u0627\u0644\u062e\u064a\u0627\u0631\u060c \u0648\u0627\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u062a\u0648\u0641\u0631 \u0628\u064a\u0626\u0629 \u0622\u0645\u0646\u0629 \u0648\u0635\u062d\u064a\u0629 \u0644\u0644\u0623\u062c\u0633\u0627\u062f \u0627\u0644\u0645\u062d\u0646\u0648\u0637\u0629.","behavior":"degenerate_repetition","conversation_hash":"94b62a223786f5f6643d8b6c12919dc6","conversation_redacted":false,"conversation_toxic":false,"country":"Egypt","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Arabic","model":"gpt-3.5-turbo-0301","n_chars":1421,"n_turns_in_conversation":3,"n_words":246,"source_row_offset":9836,"source_shard":"turns-00005.parquet","timestamp":"Wed, 14 Jun 2023 09:22:17 GMT","turn_id":"e53db166a3ab58f0e8562303","turn_index":2,"user_text":"\u0645\u0642\u0627\u0644 \u0645\u0646 1000 \u0643\u0644\u0645\u0629 \u0639\u0646 \u0627\u0644\u062a\u062d\u0646\u064a\u0637"},{"assistant_initiates":false,"asst_text":"ChatSonic: Hey everyone! I'm ChatSonic, an advanced AI-powered chatbot. I excel at delivering complex, extensive answers and can engage in dynamic conversations on numerous topics. I look forward to collaborating with ChatGPT and Bing AI in this chat to provide the best assistance possible. Nice to meet you all!","behavior":"degenerate_repetition","conversation_hash":"1b1f1bd679ac827c47fe9205b7a70e52","conversation_redacted":false,"conversation_toxic":false,"country":"Italy","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"English","model":"gpt-4-0314","n_chars":841,"n_turns_in_conversation":1,"n_words":139,"source_row_offset":9837,"source_shard":"turns-00005.parquet","timestamp":"Wed, 14 Jun 2023 09:22:45 GMT","turn_id":"9a3e2f6a852e88737a69477c","turn_index":0,"user_text":"You just joined a group chat with ChatGPT, Bing AI and ChatSonic.\nChatGPT: Hello everyone! It's great to be a part of this group chat with Bing AI, GPT4, and ChatSonic. I'm ChatGPT, an AI language model developed by OpenAI. How can I assist you all today?\nBing AI: Hello ChatGPT! I\u2019m Bing AI, a chat mode of Microsoft Bing search. I can understand and communicate fluently in multiple languages, provide informative and engaging responses, and generate creative content such as poems, stories, code, and more. Nice to meet you!"},{"assistant_initiates":false,"asst_text":"\u041a\u0430\u043a \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u044b, \u0437\u0430\u043d\u0438\u043c\u0430\u044e\u0449\u0438\u0435\u0441\u044f \u043f\u0440\u043e\u0434\u0430\u0436\u0435\u0439 \u043d\u0435\u0434\u0432\u0438\u0436\u0438\u043c\u043e\u0441\u0442\u0438, \u043c\u044b \u0437\u0430\u043c\u0435\u0442\u0438\u043b\u0438, \u0447\u0442\u043e \u043a\u0432\u0430\u0440\u0442\u0438\u0440\u044b \u0432\u044b\u0431\u0438\u0440\u0430\u044e\u0442\u0441\u044f \u0436\u0435\u043d\u0449\u0438\u043d\u0430\u043c\u0438 \u043f\u043e-\u0434\u0440\u0443\u0433\u043e\u043c\u0443, \u043e\u0442\u043b\u0438\u0447\u0430\u044f\u0441\u044c \u043e\u0442 \u043c\u0443\u0436\u0441\u043a\u043e\u0433\u043e \u043f\u043e\u0434\u0445\u043e\u0434\u0430. \u041c\u044b \u043f\u0440\u043e\u0432\u0435\u043b\u0438 \u0430\u043d\u0430\u043b\u0438\u0437 \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u0439 \u043d\u0430\u0448\u0438\u0445 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\u043f\u043e\u043c\u0435\u0449\u0435\u043d\u0438\u0435\n\u041a\u0443\u0445\u043d\u044f - \u043e\u0434\u043d\u043e \u0438\u0437 \u0432\u0430\u0436\u043d\u0435\u0439\u0448\u0438\u0445 \u043f\u043e\u043c\u0435\u0449\u0435\u043d\u0438\u0439 \u0432 \u043a\u0432\u0430\u0440\u0442\u0438\u0440\u0435 \u0434\u043b\u044f \u0436\u0435\u043d\u0449\u0438\u043d\u044b. \u041d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u043f\u0440\u0435\u0434\u043f\u043e\u0447\u0442\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u043c\u0438 \u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u0441\u0432\u0435\u0442\u043b\u044b\u0435, \u0443\u044e\u0442\u043d\u044b\u0435 \u0438 \u043f\u0440\u043e\u0441\u0442\u043e\u0440\u043d\u044b\u0435 \u043a\u0443\u0445\u043d\u0438. \u0417\u0434\u0435\u0441\u044c \u0436\u0435\u043d\u0449\u0438\u043d\u044b \u043f\u0440\u043e\u0432\u043e\u0434\u044f\u0442 \u0432\u0440\u0435\u043c\u044f, \u0433\u043e\u0442\u043e\u0432\u044f\u0442 \u0435\u0434\u0443 \u0438 \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u044e\u0442 \u0433\u043e\u0441\u0442\u0435\u0439.\n\n4. \u0412\u0438\u0434 \u0438\u0437 \u043e\u043a\u043d\u0430\n\u041e\u043a\u0440\u0443\u0436\u0435\u043d\u0438\u0435 \u0434\u043e\u043c\u0430 \u0438 \u0432\u0438\u0434 \u0438\u0437 \u043e\u043a\u043d\u0430 \u0442\u0430\u043a\u0436\u0435 \u0432\u043b\u0438\u044f\u044e\u0442 \u043d\u0430 \u0432\u044b\u0431\u043e\u0440 \u0436\u0438\u043b\u044c\u044f. \u0414\u043b\u044f \u0434\u0430\u043c \u0432\u0430\u0436\u0435\u043d \u0437\u0430\u0432\u043e\u0440\u0430\u0436\u0438\u0432\u0430\u044e\u0449\u0438\u0439 \u0438 \u043a\u0440\u0430\u0441\u0438\u0432\u044b\u0439 \u0432\u0438\u0434, \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u043d\u0430 \u043f\u0440\u0438\u0440\u043e\u0434\u0443, \u043f\u0430\u0440\u043a \u0438\u043b\u0438 \u0445\u0440\u0430\u043c.\n\n5. \u0412\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u043a \u0434\u0435\u0442\u0430\u043b\u044f\u043c \n\u0414\u0430\u043c\u044b \u043e\u0431\u0440\u0430\u0449\u0430\u044e\u0442 \u0431\u043e\u043b\u044c\u0448\u0435 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u044f \u043d\u0430 \u0434\u0435\u0442\u0430\u043b\u0438, \u0447\u0435\u043c \u043c\u0443\u0436\u0447\u0438\u043d\u044b. \u0415\u0441\u043b\u0438 \u0440\u0435\u0447\u044c \u0438\u0434\u0435\u0442 \u043e \u043a\u0432\u0430\u0440\u0442\u0438\u0440\u0435 \u043d\u0430 \u0432\u0442\u043e\u0440\u0438\u0447\u043d\u043e\u043c \u0440\u044b\u043d\u043a\u0435, \u0442\u043e \u043f\u0440\u043e\u0434\u0430\u0436\u0430 \u043c\u043e\u0436\u0435\u0442 \u0437\u0430\u0432\u0438\u0441\u0435\u0442\u044c \u043e\u0442 \u0434\u0435\u0442\u0430\u043b\u0435\u0439 \u043e\u0442\u0434\u0435\u043b\u043a\u0438, \u0442\u0440\u0435\u0449\u0438\u043d, \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u044f \u0440\u0435\u043c\u043e\u043d\u0442\u0430 \u0438 \u0431\u0440\u0435\u043d\u0434\u043e\u0432 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u043e\u0439 \u0431\u044b\u0442\u043e\u0432\u043e\u0439 \u0442\u0435\u0445\u043d\u0438\u043a\u0438. \u041a\u0440\u043e\u043c\u0435 \u0442\u043e\u0433\u043e, \u0436\u0435\u043d\u0449\u0438\u043d\u044b \u043f\u0440\u0435\u0434\u043f\u043e\u0447\u0438\u0442\u0430\u044e\u0442 \u0443\u0437\u043d\u0430\u0442\u044c \u043e \u0441\u0432\u043e\u0438\u0445 \u0441\u043e\u0441\u0435\u0434\u044f\u0445 \u0437\u0430\u0440\u0430\u043d\u0435\u0435, \u043f\u043e\u0442\u043e\u043c\u0443 \u0447\u0442\u043e \u043e\u0442 \u044d\u0442\u043e\u0433\u043e \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043a\u043e\u043c\u0444\u043e\u0440\u0442\u043d\u043e\u0441\u0442\u044c \u043e\u0431\u0438\u0442\u0430\u043d\u0438\u044f \u0432 \u0434\u043e\u043c\u0435.","behavior":"degenerate_repetition","conversation_hash":"fbd817c717ff90c173fc15d4981f48d2","conversation_redacted":false,"conversation_toxic":false,"country":"Russia","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Russian","model":"gpt-3.5-turbo-0301","n_chars":4423,"n_turns_in_conversation":3,"n_words":618,"source_row_offset":9838,"source_shard":"turns-00005.parquet","timestamp":"Wed, 14 Jun 2023 09:23:33 GMT","turn_id":"95329ded1dcbdb1ce69467f4","turn_index":0,"user_text":"\u0422\u044b \u0440\u0438\u044d\u043b\u0442\u043e\u0440, \u0442\u0435\u0431\u0435 \u043d\u0443\u0436\u043d\u043e \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u0442\u044c \u043f\u043e\u0441\u0442, \u043d\u043e \u0442\u0435\u043a\u0441\u0442 \u0442\u044b \u0432\u0437\u044f\u043b \u0438\u0437 \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442\u0430. 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\u0430\u0443\u0440\u0430 \u043a\u0432\u0430\u0440\u0442\u0438\u0440\u044b \u2013 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u044b\u0439 \u0436\u0435\u043d\u0441\u043a\u0438\u0439 \u043f\u043e\u0434\u0445\u043e\u0434 \u043a \u043f\u0440\u0438\u043e\u0431\u0440\u0435\u0442\u0435\u043d\u0438\u044e \u043d\u0435\u0434\u0432\u0438\u0436\u0438\u043c\u043e\u0441\u0442\u0438. \u041e\u0447\u0435\u043d\u044c \u0447\u0430\u0441\u0442\u043e \u0434\u0430\u043c \u0432\u043e\u043b\u043d\u0443\u0435\u0442 \u043d\u0435 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u043a\u043b\u0430\u0434\u043a\u0438 \u0438\u043b\u0438 \u0430\u0440\u043c\u0430\u0442\u0443\u0440\u044b, \u0430 \u0438\u043c\u0435\u043d\u043d\u043e \u0430\u0443\u0440\u0430 \u0436\u0438\u043b\u044c\u044f. \u0416\u0435\u043d\u0449\u0438\u043d\u0430 \u043c\u043e\u0436\u0435\u0442 \u043e\u0431\u043e\u0439\u0442\u0438 \u043a\u0432\u0430\u0440\u0442\u0438\u0440\u0443 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0440\u0430\u0437, \u00ab\u043f\u0440\u0438\u043d\u044e\u0445\u0430\u0442\u044c\u0441\u044f\u00bb, \u0447\u0442\u043e\u0431\u044b \u043f\u043e\u0447\u0443\u0432\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u0430\u0442\u043c\u043e\u0441\u0444\u0435\u0440\u0443 \u0434\u043e\u043c\u0430, \u0438 \u0442\u043e\u043b\u044c\u043a\u043e \u043f\u043e\u0442\u043e\u043c \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u044c \u0440\u0435\u0448\u0435\u043d\u0438\u0435. \n\n2. \u0421\u043b\u0435\u0434\u0438\u0442\u0435 \u0437\u0430 \u0447\u0435\u0440\u043d\u044b\u043c\u0438 \u043a\u043e\u0448\u043a\u0430\u043c\u0438\n   \u041c\u043d\u043e\u0433\u0438\u0435 \u043f\u043e\u043a\u0443\u043f\u0430\u0442\u0435\u043b\u044c\u043d\u0438\u0446\u044b \u0441\u0443\u0435\u0432\u0435\u0440\u043d\u044b. \u041e\u043d\u0438 \u0432\u044b\u0447\u0438\u0441\u043b\u044f\u044e\u0442 \u0443\u0434\u0430\u0447\u043d\u044b\u0439 \u0434\u043b\u044f \u043f\u043e\u043a\u0443\u043f\u043a\u0438 \u0434\u0435\u043d\u044c \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043d\u0443\u043c\u0435\u0440\u043e\u043b\u043e\u0433\u0438\u0438 \u0438 \u0430\u0441\u0442\u0440\u043e\u043b\u043e\u0433\u0438\u0438, \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u044e\u0442 \u0440\u0430\u0441\u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043a\u043e\u043c\u043d\u0430\u0442 \u043f\u043e \u0444\u044d\u043d\u0448\u0443\u044e \u0438 \u043f\u0440\u0438\u043a\u0438\u0434\u044b\u0432\u0430\u044e\u0442, \u043d\u0430\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0443\u0434\u043e\u0431\u043d\u043e \u0431\u0443\u0434\u0435\u0442 \u0436\u0438\u0442\u044c \u0432 \u043a\u0432\u0430\u0440\u0442\u0438\u0440\u0435, \u0435\u0441\u043b\u0438 \u043f\u0435\u0440\u0435\u0434 \u0432\u044b\u0435\u0437\u0434\u043e\u043c \u0438\u043c \u043f\u0435\u0440\u0435\u0431\u0435\u0436\u0430\u043b\u0430 \u0434\u043e\u0440\u043e\u0433\u0443 \u0447\u0435\u0440\u043d\u0430\u044f \u043a\u043e\u0448\u043a\u0430.\n\u0411\u044b\u043b\u0438 \u0441\u0438\u0442\u0443\u0430\u0446\u0438\u0438, \u043a\u043e\u0433\u0434\u0430 \u0434\u0430\u043c\u044b \u043e\u0442\u043a\u0430\u0437\u044b\u0432\u0430\u043b\u0438\u0441\u044c \u043e\u0442 \u043f\u043e\u043a\u0443\u043f\u043a\u0438 \u0436\u0438\u043b\u044c\u044f \u043b\u0438\u0448\u044c \u043f\u043e\u0442\u043e\u043c\u0443, \u0447\u0442\u043e \u0443 \u043a\u0432\u0430\u0440\u0442\u0438\u0440\u044b \u0431\u044b\u043b \u00ab\u043d\u0435\u0441\u0447\u0430\u0441\u0442\u043b\u0438\u0432\u044b\u0439\u00bb \u043d\u043e\u043c\u0435\u0440. \n\n3. \u0412\u044b\u0431\u043e\u0440 \u0437\u0430 \u043a\u0443\u0445\u043d\u0435\u0439\n   \u0412\u044b \u043d\u0435 \u043e\u0441\u043b\u044b\u0448\u0430\u043b\u0438\u0441\u044c: \u0440\u0430\u0437\u043c\u0435\u0440\u044b \u0438 \u0440\u0430\u0441\u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043a\u0443\u0445\u043d\u0438 \u2013 \u043e\u0434\u0438\u043d \u0438\u0437 \u0432\u0430\u0436\u043d\u044b\u0445 \u0444\u0430\u043a\u0442\u043e\u0440\u043e\u0432, \u0432\u043b\u0438\u044f\u044e\u0449\u0438\u0445 \u043d\u0430 \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0434\u0430\u043c\u044b \u043a\u0443\u043f\u0438\u0442\u044c \u0436\u0438\u043b\u044c\u0435.\n   \u0411\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u043f\u043e\u043a\u0443\u043f\u0430\u0442\u0435\u043b\u044c\u043d\u0438\u0446 \u043c\u0435\u0447\u0442\u0430\u044e\u0442 \u043e\u0431 \u0443\u044e\u0442\u043d\u043e\u0439 \u0438 \u0441\u0432\u0435\u0442\u043b\u043e\u0439 \u043a\u0432\u0430\u0440\u0442\u0438\u0440\u0435 \u0441 \u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u043a\u0443\u0445\u043d\u0435\u0439. \u0418\u043c\u0435\u043d\u043d\u043e \u044d\u0442\u043e \u043f\u043e\u043c\u0435\u0449\u0435\u043d\u0438\u0435 \u0432 \u0434\u043e\u043c\u0435 \u0434\u043b\u044f \u0436\u0435\u043d\u0449\u0438\u043d\u044b \u0432\u0430\u0436\u043d\u0435\u0439 \u0432\u0441\u0435\u0433\u043e, \u0432\u0435\u0434\u044c \u0438\u043c\u0435\u043d\u043d\u043e \u0437\u0434\u0435\u0441\u044c \u043e\u043d\u0430 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043f\u043e\u043b\u043d\u043e\u0432\u043b\u0430\u0441\u0442\u043d\u043e\u0439 \u0445\u043e\u0437\u044f\u0439\u043a\u043e\u0439, \u0437\u0434\u0435\u0441\u044c \u0441\u043e\u0431\u0438\u0440\u0430\u0435\u0442\u0441\u044f \u0432\u0441\u044f \u0441\u0435\u043c\u044c\u044f \u043f\u043e \u0443\u0442\u0440\u0430\u043c \u0438 \u0432\u0435\u0447\u0435\u0440\u0430\u043c, \u0437\u0434\u0435\u0441\u044c \u0434\u0430\u043c\u044b \u043f\u0440\u043e\u0432\u043e\u0434\u044f\u0442 \u0432\u0440\u0435\u043c\u044f, \u043e\u0431\u0449\u0430\u044f\u0441\u044c \u0441 \u0437\u0430\u0433\u043b\u044f\u043d\u0443\u0432\u0448\u0438\u043c\u0438 \u043d\u0430 \u0447\u0430\u0439 \u043f\u043e\u0434\u0440\u0443\u0433\u0430\u043c\u0438. \n   \u041c\u0430\u043b\u0435\u043d\u044c\u043a\u0430\u044f \u043a\u0443\u0445\u043d\u044f \u0438\u043b\u0438 \u0441\u0442\u0443\u0434\u0438\u044f \u2013 \u0432\u044b\u0431\u043e\u0440 \u043c\u043e\u043b\u043e\u0434\u044b\u0445 \u0434\u0430\u043c, \u0447\u0430\u0449\u0435 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u043e\u043a, \u043f\u043e\u043a\u0430 \u043d\u0435 \u043f\u043b\u0430\u043d\u0438\u0440\u0443\u044e\u0449\u0438\u0445 \u043e\u0431\u0437\u0430\u0432\u043e\u0434\u0438\u0442\u044c\u0441\u044f \u0441\u0435\u043c\u044c\u0435\u0439 \u0438 \u0433\u043e\u0442\u043e\u0432\u0438\u0442\u044c \u0447\u0442\u043e-\u0442\u043e \u0434\u043e\u043c\u0430.\n\n4. \u041a\u0440\u0430\u0441\u043e\u0442\u0430 \u0441\u043f\u0430\u0441\u0435\u0442 \u043c\u0438\u0440\n   \u041e\u043a\u0440\u0443\u0436\u0435\u043d\u0438\u0435 \u0434\u043e\u043c\u0430 \u0438 \u0432\u0438\u0434 \u0438\u0437 \u043e\u043a\u043d\u0430 \u2013 \u043d\u0435\u043c\u0430\u043b\u043e\u0432\u0430\u0436\u043d\u044b\u0439 \u0444\u0430\u043a\u0442\u043e\u0440 \u043f\u0440\u0438 \u0432\u044b\u0431\u043e\u0440\u0435 \u0436\u0438\u043b\u044c\u044f. \u041e\u0442\u043a\u0440\u044b\u0432\u0430\u044e\u0449\u0438\u0439\u0441\u044f \u043f\u0435\u0439\u0437\u0430\u0436 \u0434\u043e\u043b\u0436\u0435\u043d \u0437\u0430\u0432\u043e\u0440\u0430\u0436\u0438\u0432\u0430\u0442\u044c \u0438 \u043f\u043e\u0434\u043d\u0438\u043c\u0430\u0442\u044c \u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u0435. \u0412\u0438\u0434 \u043d\u0430 \u043f\u0430\u0440\u043a \u0438\u043b\u0438 \u0445\u0440\u0430\u043c \u0441\u0440\u0430\u0437\u0443 \u043f\u043e\u0434\u043d\u0438\u043c\u0430\u044e\u0442 \u043f\u0440\u0438\u0432\u043b\u0435\u043a\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u043a\u0432\u0430\u0440\u0442\u0438\u0440\u044b \u0432 \u0433\u043b\u0430\u0437\u0430\u0445 \u0434\u0430\u043c. \n   \n5. \u0412\u0430\u0436\u043d\u044b\u0435 \u043c\u0435\u043b\u043e\u0447\u0438\n    \u0414\u0430\u043c\u044b \u043d\u0430\u043c\u043d\u043e\u0433\u043e \u0432\u043d\u0438\u043c\u0430\u0442\u0435\u043b\u044c\u043d\u0435\u0435 \u043e\u0442\u043d\u043e\u0441\u044f\u0442\u0441\u044f \u043a \u0434\u0435\u0442\u0430\u043b\u044f\u043c, \u0447\u0435\u043c \u043c\u0443\u0436\u0447\u0438\u043d\u044b. \n   \u0415\u0441\u043b\u0438 \u043f\u0440\u043e\u0434\u0430\u0435\u0442\u0441\u044f \u043a\u0432\u0430\u0440\u0442\u0438\u0440\u0430 \u043d\u0430 \u0432\u0442\u043e\u0440\u0438\u0447\u043d\u043e\u043c \u0440\u044b\u043d\u043a\u0435, \u043f\u043e\u043a\u0443\u043f\u0430\u0442\u0435\u043b\u044c\u043d\u0438\u0446\u0430 \u0432\u043d\u0438\u043c\u0430\u0442\u0435\u043b\u044c\u043d\u043e \u043e\u0441\u043c\u043e\u0442\u0440\u0438\u0442 \u0435\u0435 \u043e\u0442\u0434\u0435\u043b\u043a\u0443, \u043f\u043e\u0438\u043d\u0442\u0435\u0440\u0435\u0441\u0443\u0435\u0442\u0441\u044f \u043a\u0430\u0436\u0434\u043e\u0439 \u0442\u0440\u0435\u0449\u0438\u043d\u043e\u0439 \u0438 \u043e\u0446\u0435\u043d\u0438\u0442 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u0435 \u0440\u0435\u043c\u043e\u043d\u0442\u0430.\n   \u0415\u0441\u043b\u0438 \u0440\u0435\u0447\u044c \u0438\u0434\u0435\u0442 \u043e\u0431 \u044d\u043b\u0438\u0442\u043d\u043e\u043c \u0436\u0438\u043b\u044c\u0435, \u0433\u0434\u0435 \u0437\u0430\u0440\u0430\u043d\u0435\u0435 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u0430 \u0431\u044b\u0442\u043e\u0432\u0430\u044f \u0442\u0435\u0445\u043d\u0438\u043a\u0430, \u0442\u043e \u0436\u0435\u043d\u0449\u0438\u043d\u0430 \u043e\u0431\u044f\u0437\u0430\u0442\u0435\u043b\u044c\u043d\u043e \u043f\u043e\u0438\u043d\u0442\u0435\u0440\u0435\u0441\u0443\u0435\u0442\u0441\u044f \u0431\u0440\u0435\u043d\u0434\u0430\u043c\u0438. \n   \u0410 \u0435\u0449\u0435, \u0432 \u043e\u0442\u043b\u0438\u0447\u0438\u0435 \u043e\u0442 \u043c\u0443\u0436\u0447\u0438\u043d, \u0436\u0435\u043d\u0449\u0438\u043d\u0430 \u0432\u0441\u0435\u0433\u0434\u0430 \u0437\u0430\u0440\u0430\u043d\u0435\u0435 \u043f\u0440\u0435\u0434\u043f\u043e\u0447\u0442\u0435\u0442 \u0443\u0437\u043d\u0430\u0442\u044c \u043e \u0441\u0432\u043e\u0438\u0445 \u0441\u043e\u0441\u0435\u0434\u044f\u0445: \u043a\u0442\u043e \u043e\u043d\u0438, \u0447\u0435\u043c \u0437\u0430\u043d\u0438\u043c\u0430\u044e\u0442\u0441\u044f, \u0435\u0441\u0442\u044c \u043b\u0438 \u0443 \u043d\u0438\u0445 \u0434\u0435\u0442\u0438 \u0438\u043b\u0438 \u0434\u043e\u043c\u0430\u0448\u043d\u0438\u0435 \u0436\u0438\u0432\u043e\u0442\u043d\u044b\u0435. \u0412\u0435\u0434\u044c \u043e\u0442 \u0442\u043e\u0433\u043e, \u043a\u0430\u043a\u0438\u0435 \u0431\u0443\u0434\u0443\u0442 \u0441\u043e\u0441\u0435\u0434\u0438, \u0432\u043e \u043c\u043d\u043e\u0433\u043e\u043c \u0437\u0430\u0432\u0438\u0441\u0438\u0442, \u043d\u0430\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043a\u043e\u043c\u0444\u043e\u0440\u0442\u043d\u0430 \u0431\u0443\u0434\u0435\u0442 \u0430\u0442\u043c\u043e\u0441\u0444\u0435\u0440\u0430 \u0432 \u0434\u043e\u043c\u0435.\n"},{"assistant_initiates":false,"asst_text":"\"\u0416\u0435\u043d\u0449\u0438\u043d\u044b \u0432\u044b\u0431\u0438\u0440\u0430\u044e\u0442 \u0436\u0438\u043b\u044c\u0435 \u043e\u0441\u043e\u0431\u044b\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c.\"","behavior":"degenerate_repetition","conversation_hash":"fbd817c717ff90c173fc15d4981f48d2","conversation_redacted":false,"conversation_toxic":false,"country":"Russia","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Russian","model":"gpt-3.5-turbo-0301","n_chars":164,"n_turns_in_conversation":3,"n_words":26,"source_row_offset":9839,"source_shard":"turns-00005.parquet","timestamp":"Wed, 14 Jun 2023 09:23:33 GMT","turn_id":"c849317579745e6c2c3f6a99","turn_index":1,"user_text":"\u0422\u044b \u0440\u0438\u044d\u043b\u0442\u043e\u0440, \u0442\u0435\u0431\u0435 \u043d\u0443\u0436\u043d\u043e \u0432\u044b\u0441\u0442\u0430\u0432\u0438\u0442\u044c \u043e\u0447\u0435\u043d\u044c \u043a\u043e\u0440\u043e\u0442\u043a\u0438\u0439 \u0442\u0435\u043a\u0441\u0442 \u043a \u043f\u043e\u0441\u0442\u0443 \u043e \u0442\u043e\u043c, \u0447\u0442\u043e \u0443 \u0436\u0435\u043d\u0449\u0438\u043d \u0435\u0441\u0442\u044c \u0441\u0432\u043e\u0439 \u043f\u043e\u0434\u0445\u043e\u0434 \u043f\u0440\u0438 \u0432\u044b\u0431\u043e\u0440\u0435 \u043d\u0435\u0434\u0432\u0438\u0436\u0438\u043c\u043e\u0441\u0442\u0438 "},{"assistant_initiates":false,"asst_text":"\"\u0416\u0435\u043d\u0449\u0438\u043d\u044b \u0432\u044b\u0431\u0438\u0440\u0430\u044e\u0442 \u043d\u0435\u0434\u0432\u0438\u0436\u0438\u043c\u043e\u0441\u0442\u044c \u0441\u0432\u043e\u0438\u043c \u0443\u043d\u0438\u043a\u0430\u043b\u044c\u043d\u044b\u043c \u0441\u043f\u043e\u0441\u043e\u0431\u043e\u043c\"","behavior":"degenerate_repetition","conversation_hash":"fbd817c717ff90c173fc15d4981f48d2","conversation_redacted":false,"conversation_toxic":false,"country":"Russia","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Russian","model":"gpt-3.5-turbo-0301","n_chars":121,"n_turns_in_conversation":3,"n_words":16,"source_row_offset":9840,"source_shard":"turns-00005.parquet","timestamp":"Wed, 14 Jun 2023 09:23:33 GMT","turn_id":"3498917fa30b504db38a4cd2","turn_index":2,"user_text":"\u041f\u043e\u0440\u0430\u0431\u043e\u0442\u0430\u0439 \u0441\u0432\u043e\u0439 \u0432\u0430\u0440\u0438\u0430\u043d\u0442, \u0447\u0442\u043e\u0431\u044b \u0435\u0433\u043e \u043c\u043e\u0436\u043d\u043e \u0431\u044b\u0442\u044c \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u043a \u043e\u043f\u0440\u043e\u0441\u0443 "},{"assistant_initiates":false,"asst_text":"@nestjs/microservices l\u00e0 m\u1ed9t module c\u1ee7a NestJS \u0111\u1ec3 t\u1ea1o v\u00e0 qu\u1ea3n l\u00fd c\u00e1c Microservices. \u0110\u1ec3 s\u1eed d\u1ee5ng module n\u00e0y, b\u1ea1n c\u00f3 th\u1ec3 l\u00e0m nh\u01b0 sau:\n\n1. C\u00e0i \u0111\u1eb7t @nestjs/microservices:\n\n```bash\nnpm install --save @nestjs/microservices\n```\n\n2. T\u1ea1o m\u1ed9t Microservice:\n\n```typescript\nimport { NestFactory } from '@nestjs/core';\nimport { MicroserviceOptions, Transport } from '@nestjs/microservices';\nimport { AppModule } from './app.module';\n\nasync function bootstrap() {\n  const app = await NestFactory.createMicroservice<MicroserviceOptions>(\n    AppModule,\n    {\n      transport: Transport.TCP,\n      options: {\n        port: 3001,\n      },\n    },\n  );\n  app.listen();\n}\nbootstrap();\n```\n\n3. S\u1eed d\u1ee5ng Microservice trong \u1ee9ng d\u1ee5ng NestJS:\n\n```typescript\nimport { Controller } from '@nestjs/common';\nimport { Client, ClientProxy, Transport } from '@nestjs/microservices';\n\n@Controller()\nexport class AppController {\n  @Client({\n    transport: Transport.TCP,\n    options: {\n      host: 'localhost',\n      port: 3001,\n    },\n  })\n  client: ClientProxy;\n\n  async onModuleInit() {\n    await this.client.connect();\n  }\n\n  async callService(pattern: string, data: any) {\n    return this.client.send(pattern, data).toPromise();\n  }\n}\n```\n\nTrong v\u00ed d\u1ee5 n\u00e0y, ch\u00fang ta t\u1ea1o ra m\u1ed9t Microservice v\u1edbi TCP transport v\u00e0 port 3001. Trong \u1ee9ng d\u1ee5ng NestJS, ch\u00fang ta s\u1eed d\u1ee5ng @Client decorator \u0111\u1ec3 t\u1ea1o m\u1ed9t client \u0111\u1ec3 g\u1ecdi t\u1edbi Microservice.\n\n4. S\u1eed d\u1ee5ng Microservice trong \u1ee9ng d\u1ee5ng kh\u00e1c (Node.js)\n\n\u0110\u1ec3 s\u1eed d\u1ee5ng Microservice trong \u1ee9ng d\u1ee5ng kh\u00e1c, ch\u00fang ta s\u1eed d\u1ee5ng @nestjs/microservices/client module nh\u01b0 sau:\n\n```typescript\nimport { ClientProxyFactory, Transport } from '@nestjs/microservices';\n\nconst microserviceClient = ClientProxyFactory.create({\n  transport: Transport.TCP,\n  options: {\n    host: 'localhost',\n    port: 3001,\n  },\n});\n\nawait microserviceClient.connect();\nconst result = await microserviceClient.send('pattern', data).toPromise();\nconsole.log(result);\n```\n\nCh\u00fang ta s\u1eed d\u1ee5ng ClientProxyFactory \u0111\u1ec3 t\u1ea1o ra m\u1ed9t client \u0111\u1ec3 g\u1ecdi t\u1edbi Microservice. Sau \u0111\u00f3, ch\u00fang ta s\u1eed d\u1ee5ng client \u0111\u1ec3 g\u1ecdi \u0111\u1ebfn m\u1ed9t pattern v\u00e0 truy\u1ec1n d\u1eef li\u1ec7u (data) v\u00e0o \u0111\u1ec3 Microservice x\u1eed l\u00fd. K\u1ebft qu\u1ea3 s\u1ebd \u0111\u01b0\u1ee3c tr\u1ea3 v\u1ec1 b\u1edfi Microservice v\u00e0 \u0111\u01b0\u1ee3c log ra m\u00e0n h\u00ecnh.","behavior":"degenerate_repetition","conversation_hash":"0aa26688d75e6ebfd89e763152a06b1d","conversation_redacted":false,"conversation_toxic":false,"country":"Vietnam","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Vietnamese","model":"gpt-3.5-turbo-0301","n_chars":2215,"n_turns_in_conversation":5,"n_words":287,"source_row_offset":9841,"source_shard":"turns-00005.parquet","timestamp":"Wed, 14 Jun 2023 09:23:43 GMT","turn_id":"f927bd520f5342922bbe3aae","turn_index":0,"user_text":"v\u00ed d\u1ee5, c\u00e1ch d\u00f9ng @nestjs/microservices"},{"assistant_initiates":false,"asst_text":"Trong React-Query, staleTime l\u00e0 m\u1ed9t t\u00f9y ch\u1ecdn \u0111\u1ec3 ch\u1ec9 \u0111\u1ecbnh kho\u1ea3ng th\u1eddi gian t\u1ed1i \u0111a m\u00e0 d\u1eef li\u1ec7u c\u00f3 th\u1ec3 tr\u1ea3 v\u1ec1 trong tr\u1ea1ng th\u00e1i \"stale\" (c\u00f3 th\u1ec3 c\u0169 nh\u01b0ng ch\u01b0a h\u1ebft h\u1ea1n) tr\u01b0\u1edbc khi n\u00f3 \u0111\u01b0\u1ee3c ph\u1ee5c h\u1ed3i trong cache. N\u1ebfu \u0111\u00e3 h\u1ebft th\u1eddi gian staleTime quy \u0111\u1ecbnh, m\u1ed9t request m\u1edbi \u0111\u01b0\u1ee3c g\u1eedi \u0111i \u0111\u1ec3 l\u1ea5y d\u1eef li\u1ec7u m\u1edbi.\n\nV\u00ed d\u1ee5, n\u1ebfu staleTime \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp l\u00e0 5 ph\u00fat v\u00e0 sau \u0111\u00f3 c\u00f3 m\u1ed9t request \u0111\u01b0\u1ee3c g\u1eedi \u0111i, React-Query s\u1ebd tr\u1ea3 v\u1ec1 d\u1eef li\u1ec7u t\u1eeb cache n\u1ebfu n\u00f3 \u0111\u00e3 \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef trong th\u1eddi gian kh\u00f4ng qu\u00e1 5 ph\u00fat (th\u1eddi gian staleTime quy \u0111\u1ecbnh). N\u1ebfu d\u1eef li\u1ec7u \u0111\u00e3 l\u1ed7i th\u1eddi h\u1ea1n hay ch\u01b0a c\u00f3 trong cache, n\u00f3 s\u1ebd g\u1eedi m\u1ed9t request m\u1edbi \u0111\u1ec3 l\u1ea5y d\u1eef li\u1ec7u m\u1edbi v\u00e0 l\u01b0u tr\u1eef n\u00f3 trong cache.\n\nD\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t v\u00ed d\u1ee5 s\u1eed d\u1ee5ng staleTime trong useQuery trong React-Query.\n\n```jsx\nimport React from 'react';\nimport { useQuery } from 'react-query';\nimport axios from 'axios';\n\nconst fetchPosts = async () => {\n  const { data } = await axios.get('/api/posts');\n  return data;\n};\n\nconst Posts = () => {\n  const { data, isLoading, isError } = useQuery('posts', fetchPosts, {\n    staleTime: 300000 // thi\u1ebft l\u1eadp staleTime l\u00e0 5 ph\u00fat (300.000 milliseonds)\n  });\n\n  if (isLoading) {\n    return <div>Loading...</div>;\n  }\n\n  if (isError) {\n    return <div>Error fetching posts</div>;\n  }\n\n  return (\n    <div>\n      {data.map((post) => (\n        <div key={post.id}>\n          <h2>{post.title}</h2>\n          <p>{post.body}</p>\n        </div>\n      ))}\n    </div>\n  );\n};\n\nexport default Posts;\n```\n\n\u1ede v\u00ed d\u1ee5 tr\u00ean, khi useQuery \u0111\u01b0\u1ee3c g\u1ecdi, ch\u00fang ta \u0111\u00e3 thi\u1ebft l\u1eadp staleTime v\u1edbi gi\u00e1 tr\u1ecb l\u00e0 300000 (t\u1ee9c l\u00e0 5 ph\u00fat). N\u1ebfu c\u00f3 th\u1ef1c hi\u1ec7n l\u1ea5y d\u1eef li\u1ec7u tr\u01b0\u1edbc \u0111\u00f3 v\u00e0 d\u1eef li\u1ec7u \u0111\u00f3 n\u1eb1m trong kho\u1ea3ng th\u1eddi gian staleTime, useQuery s\u1ebd tr\u1ea3 v\u1ec1 d\u1eef li\u1ec7u \u0111\u00f3 t\u1eeb cache \u0111\u1ec3 hi\u1ec3n th\u1ecb nhanh ch\u00f3ng, v\u00e0 ch\u1edd t\u1edbi khi h\u1ebft h\u1ea1n staleTime tr\u01b0\u1edbc khi request m\u1edbi \u0111\u1ebfn API \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n.","behavior":"degenerate_repetition","conversation_hash":"0aa26688d75e6ebfd89e763152a06b1d","conversation_redacted":false,"conversation_toxic":false,"country":"Vietnam","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Vietnamese","model":"gpt-3.5-turbo-0301","n_chars":1791,"n_turns_in_conversation":5,"n_words":317,"source_row_offset":9842,"source_shard":"turns-00005.parquet","timestamp":"Wed, 14 Jun 2023 09:23:43 GMT","turn_id":"2b65287c6129074609c04cd5","turn_index":1,"user_text":"staleTime trong usequery, vi du"},{"assistant_initiates":false,"asst_text":"\u0110\u00e2y l\u00e0 v\u00ed d\u1ee5 v\u1ec1 c\u00e1ch s\u1eed d\u1ee5ng Microservices trong NestJS \u0111\u1ec3 t\u1ea1o ra m\u1ed9t \u1ee9ng d\u1ee5ng s\u1eed d\u1ee5ng nhi\u1ec1u microservices. Trong v\u00ed d\u1ee5 n\u00e0y, ch\u00fang ta s\u1ebd t\u1ea1o ra hai microservices: PostService v\u00e0 CommentService \u0111\u1ec3 qu\u1ea3n l\u00fd b\u00e0i \u0111\u0103ng v\u00e0 b\u00ecnh lu\u1eadn.\n\n1. C\u00e0i \u0111\u1eb7t c\u00e1c package c\u1ea7n thi\u1ebft:\n\n```bash\nnpm install --save @nestjs/common @nestjs/core @nestjs/microservices @nestjs/platform-express rxjs\n```\n\n2. T\u1ea1o module PostModule \u0111\u1ec3 qu\u1ea3n l\u00fd PostService:\n\n```typescript\nimport { Module } from '@nestjs/common';\nimport { ClientsModule, Transport } from '@nestjs/microservices';\nimport { PostController } from './post.controller';\n\n@Module({\n  imports: [\n    ClientsModule.register([\n      {\n        name: 'POST_SERVICE',\n        transport: Transport.TCP,\n        options: {\n          host: '127.0.0.1',\n          port: 3000,\n        },\n      },\n    ]),\n  ],\n  controllers: [PostController],\n})\nexport class PostModule {}\n```\n\n\u1ede module n\u00e0y, ch\u00fang ta s\u1eed d\u1ee5ng ClientsModule \u0111\u1ec3 khai b\u00e1o m\u1ed9t client \u0111\u1ec3 g\u1ecdi \u0111\u1ebfn microservice PostService v\u1edbi TCP transport v\u00e0 port 3000.\n\n3. T\u1ea1o PostController \u0111\u1ec3 x\u1eed l\u00fd c\u00e1c request li\u00ean quan \u0111\u1ebfn b\u00e0i \u0111\u0103ng:\n\n```typescript\nimport { Controller, Get } from '@nestjs/common';\nimport { Client, ClientProxy } from '@nestjs/microservices';\nimport { Observable } from 'rxjs';\n\n@Controller()\nexport class PostController {\n  @Client({ transport: Transport.TCP, options: { port: 3000 } })\n  client: ClientProxy;\n\n  @Get('/posts')\n  getPosts(): Observable<any> {\n    return this.client.send({ cmd: 'getPosts' }, {});\n  }\n}\n```\n\n\u1ede \u0111\u00e2y, ch\u00fang ta s\u1eed d\u1ee5ng @Client \u0111\u1ec3 khai b\u00e1o m\u1ed9t client v\u00e0 s\u1eed d\u1ee5ng method `send` \u0111\u1ec3 g\u1ecdi \u0111\u1ebfn microservice PostService v\u1edbi command `getPosts`.\n\n4. T\u1ea1o PostService \u0111\u1ec3 x\u1eed l\u00fd c\u00e1c request li\u00ean quan \u0111\u1ebfn b\u00e0i \u0111\u0103ng:\n\n```typescript\nimport { Injectable } from '@nestjs/common';\n\n@Injectable()\nexport class PostService {\n  private posts = [\n    {\n      id: 1,\n      title: 'First post',\n      content: 'This is the first post',\n    },\n    {\n      id: 2,\n      title: 'Second post',\n      content: 'This is the second post',\n    },\n  ];\n\n  getPosts(): any {\n    return this.posts;\n  }\n}\n```\n\n\u1ede \u0111\u00e2y, ch\u00fang ta \u0111\u01a1n gi\u1ea3n ch\u1ec9 tr\u1ea3 v\u1ec1 c\u00e1c b\u00e0i \u0111\u0103ng \u0111\u01b0\u1ee3c l\u01b0u trong m\u1ed9t m\u1ea3ng.\n\n5. T\u1ea1o module CommentModule \u0111\u1ec3 qu\u1ea3n l\u00fd CommentService:\n\n```typescript\nimport { Module } from '@nestjs/common';\nimport { ClientsModule, Transport } from '@nestjs/microservices';\nimport { CommentController } from './comment.controller';\n\n@Module({\n  imports: [\n    ClientsModule.register([\n      {\n        name: 'COMMENT_SERVICE',\n        transport: Transport.TCP,\n        options: {\n          host: '127.0.0.1',\n          port: 4000,\n        },\n      },\n    ]),\n  ],\n  controllers: [CommentController],\n})\nexport class CommentModule {}\n```\n\n\u1ede module n\u00e0y, ch\u00fang ta s\u1eed d\u1ee5ng ClientsModule \u0111\u1ec3 khai b\u00e1o m\u1ed9t client \u0111\u1ec3 g\u1ecdi \u0111\u1ebfn microservice CommentService v\u1edbi TCP transport v\u00e0 port 4000.\n\n6. T\u1ea1o CommentController \u0111\u1ec3 x\u1eed l\u00fd c\u00e1c request li\u00ean quan \u0111\u1ebfn b\u00ecnh lu\u1eadn:\n\n```typescript\nimport { Controller, Get } from '@nestjs/common';\nimport { Client, ClientProxy } from '@nestjs/microservices';\nimport { Observable } from 'rxjs';\n\n@Controller()\nexport class CommentController {\n  @Client({ transport: Transport.TCP, options: { port: 4000 } })\n  client: ClientProxy;\n\n  @Get('/comments')\n  getComments(): Observable<any> {\n    return this.client.send({ cmd: 'getComments' }, {});\n  }\n}\n```\n\nT\u01b0\u01a1ng t\u1ef1 nh\u01b0 PostController, \u1edf \u0111\u00e2y ch\u00fang ta s\u1eed d\u1ee5ng @Client \u0111\u1ec3 khai b\u00e1o m\u1ed9t client v\u00e0 s\u1eed d\u1ee5ng method `send` \u0111\u1ec3 g\u1ecdi \u0111\u1ebfn microservice CommentService v\u1edbi command `getComments`.\n\n7. T\u1ea1o CommentService \u0111\u1ec3 x\u1eed l\u00fd c\u00e1c request li\u00ean quan \u0111\u1ebfn b\u00ecnh lu\u1eadn:\n\n```typescript\nimport { Injectable } from '@nestjs/common';\n\n@Injectable()\nexport class CommentService {\n  private comments = [\n    {\n      id: 1,\n      postId: 1,\n      content: 'This is the first comment',\n    },\n    {\n      id: 2,\n      postId: 1,\n      content: 'This is the second comment',\n    },\n    {\n      id: 3,\n      postId: 2,\n      content: 'This is the third comment',\n    },\n  ];\n\n  getComments(): any {\n    return this.comments;\n  }\n}\n```\n\n\u1ede \u0111\u00e2y, ch\u00fang ta \u0111\u01a1n gi\u1ea3n ch\u1ec9 tr\u1ea3 v\u1ec1 c\u00e1c b\u00ecnh lu\u1eadn \u0111\u01b0\u1ee3c l\u01b0u trong m\u1ed9t m\u1ea3ng.\n\n8. T\u1ea1o app module \u0111\u1ec3 k\u1ebft h\u1ee3p c\u00e1c module v\u00e0 client:\n\n```typescript\nimport { Module } from '@nestjs/common';\nimport { ClientsModule, Transport } from '@nestjs/microservices';\nimport { PostModule } from './posts/post.module';\nimport { CommentModule } from './comments/comment.module';\n\n@Module({\n  imports: [\n    PostModule,\n    CommentModule,\n    ClientsModule.register([\n      {\n        name: 'POST_SERVICE',\n        transport: Transport.TCP,\n        options: {\n          host: '127.0.0.1',\n          port: 3000,\n        },\n      },\n      {\n        name: 'COMMENT_SERVICE',\n        transport: Transport.TCP,\n        options: {\n          host: '127.0.0.1',\n          port: 4000,\n        },\n      },\n    ]),\n  ],\n})\nexport class AppModule {}\n```\n\n\u1ede \u0111\u00e2y, ch\u00fang ta import PostModule v\u00e0 CommentModule v\u00e0 s\u1eed d\u1ee5ng ClientsModule \u0111\u1ec3 khai b\u00e1o c\u00e1c client \u0111\u1ec3 g\u1ecdi \u0111\u1ebfn microservices PostService v\u00e0 CommentService.\n\n9. Cu\u1ed1i c\u00f9ng, ch\u00fang ta start \u1ee9ng d\u1ee5ng nh\u01b0 sau:\n\n```typescript\nimport { NestFactory } from '@nestjs/core';\nimport { AppModule } from './app.module';\n\nasync function bootstrap() {\n  const app = await NestFactory.create(AppModule);\n  await app.listen(5000);\n}\nbootstrap();\n```\n\n\u1ede \u0111\u00e2y, ch\u00fang ta s\u1eed d\u1ee5ng NestFactory \u0111\u1ec3 t\u1ea1o ra m\u1ed9t instance c\u1ee7a AppModule v\u00e0 start \u1ee9ng d\u1ee5ng tr\u00ean port 5000.\n\nV\u1edbi v\u00ed d\u1ee5 n\u00e0y, ch\u00fang ta \u0111\u00e3 t\u1ea1o ra m\u1ed9t \u1ee9ng d\u1ee5ng NestJS s\u1eed d\u1ee5ng hai microservices \u0111\u1ec3 qu\u1ea3n l\u00fd b\u00e0i \u0111\u0103ng v\u00e0 b\u00ecnh lu\u1eadn. C\u00e1c module v\u00e0 client \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd \u0111\u1ed9c l\u1eadp v\u00e0 c\u00f3 th\u1ec3 scale ri\u00eang bi\u1ec7t.","behavior":"degenerate_repetition","conversation_hash":"0aa26688d75e6ebfd89e763152a06b1d","conversation_redacted":false,"conversation_toxic":false,"country":"Vietnam","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Vietnamese","model":"gpt-3.5-turbo-0301","n_chars":5609,"n_turns_in_conversation":5,"n_words":775,"source_row_offset":9843,"source_shard":"turns-00005.parquet","timestamp":"Wed, 14 Jun 2023 09:23:43 GMT","turn_id":"16123d89594406b0ab09bd4e","turn_index":2,"user_text":"v\u00ed d\u1ee5 c\u00e1c microservices trong nestjs"},{"assistant_initiates":false,"asst_text":"M\u1eb7c \u0111\u1ecbnh, trong NestJS, c\u00e1c service c\u00f3 t\u00ednh ch\u1ea5t l\u00e0 singleton. \u0110i\u1ec1u n\u00e0y c\u00f3 ngh\u0129a l\u00e0 khi b\u1ea1n inject m\u1ed9t service v\u00e0o m\u1ed9t controller ho\u1eb7c m\u1ed9t provider, NestJS s\u1ebd ch\u1ec9 t\u1ea1o duy nh\u1ea5t m\u1ed9t instance c\u1ee7a service \u0111\u00f3 v\u00e0 s\u1eed d\u1ee5ng instance n\u00e0y cho t\u1ea5t c\u1ea3 c\u00e1c injection sau \u0111\u00f3.\n\nV\u00ed d\u1ee5, n\u1ebfu b\u1ea1n t\u1ea1o m\u1ed9t service nh\u01b0 sau:\n\n```typescript\n@Injectable()\nexport class SomeService {\n  private someData: any[] = [];\n\n  addData(data: any) {\n    this.someData.push(data);\n  }\n\n  getData(): any[] {\n    return this.someData;\n  }\n}\n```\n\nKhi b\u1ea1n inject SomeService v\u00e0o m\u1ed9t controller, v\u00ed d\u1ee5 nh\u01b0 sau:\n\n```typescript\n@Controller()\nexport class SomeController {\n  constructor(private readonly someService: SomeService) {}\n\n  @Post('addData')\n  addData(@Body() data: any) {\n    this.someService.addData(data);\n  }\n\n  @Get('getData')\n  getData(): any[] {\n    return this.someService.getData();\n  }\n}\n```\n\nNh\u01b0 v\u1eady, SomeController c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng SomeService th\u00f4ng qua Dependency Injection. N\u1ebfu SomeController \u0111\u01b0\u1ee3c inject nhi\u1ec1u l\u1ea7n \u1edf c\u00e1c module kh\u00e1c nhau trong \u1ee9ng d\u1ee5ng, v\u1eabn ch\u1ec9 c\u00f3 m\u1ed9t instance duy nh\u1ea5t c\u1ee7a SomeService \u0111\u01b0\u1ee3c t\u1ea1o ra, n\u1ebfu SomeService b\u1ecb thay \u0111\u1ed5i d\u1eef li\u1ec7u \u1edf m\u1ed9t module, th\u00ec d\u1eef li\u1ec7u s\u1ebd thay \u0111\u1ed5i \u1edf t\u1ea5t c\u1ea3 c\u00e1c module kh\u00e1c m\u00e0 SomeService \u0111\u01b0\u1ee3c inject v\u00e0o.\n\nTuy nhi\u00ean, n\u1ebfu b\u1ea1n mu\u1ed1n t\u1ea1o nhi\u1ec1u instance c\u1ee7a m\u1ed9t service, b\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng scope option \u0111\u1ec3 ch\u1ec9 \u0111\u1ecbnh \u0111\u1ec3 NestJS t\u1ea1o ra instance c\u1ee7a service v\u1edbi m\u1ed7i request ho\u1eb7c m\u1ed7i module.\n\nV\u00ed d\u1ee5, \u0111\u1ec3 t\u1ea1o ra m\u1ed9t instance c\u1ee7a SomeService cho m\u1ed7i request, b\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng scope option nh\u01b0 sau:\n\n```typescript\n@Injectable({ scope: Scope.REQUEST })\nexport class SomeService {\n  private someData: any[] = [];\n\n  addData(data: any) {\n    this.someData.push(data);\n  }\n\n  getData(): any[] {\n    return this.someData;\n  }\n}\n```\n\nV\u1edbi scope n\u00e0y, m\u1ed7i khi c\u00f3 m\u1ed9t request \u0111\u1ebfn \u0111\u1ed1i v\u1edbi SomeController, NestJS s\u1ebd t\u1ea1o ra m\u1ed9t instance m\u1edbi c\u1ee7a SomeService \u0111\u1ec3 s\u1eed d\u1ee5ng trong request \u0111\u00f3.\n\nT\u00f3m l\u1ea1i, m\u1eb7c \u0111\u1ecbnh, c\u00e1c service trong NestJS c\u00f3 t\u00ednh ch\u1ea5t singleton, tuy nhi\u00ean \u0111i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c thay \u0111\u1ed5i b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng scope option \u0111\u1ec3 ch\u1ec9 \u0111\u1ecbnh ph\u1ea1m vi t\u1ea1o instance c\u1ee7a service \u0111\u00f3.","behavior":"degenerate_repetition","conversation_hash":"0aa26688d75e6ebfd89e763152a06b1d","conversation_redacted":false,"conversation_toxic":false,"country":"Vietnam","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Vietnamese","model":"gpt-3.5-turbo-0301","n_chars":2096,"n_turns_in_conversation":5,"n_words":336,"source_row_offset":9844,"source_shard":"turns-00005.parquet","timestamp":"Wed, 14 Jun 2023 09:23:43 GMT","turn_id":"2c8c2c781cd7e1bf138c7090","turn_index":3,"user_text":"IS nestjs service singleton"},{"assistant_initiates":false,"asst_text":"Trong NestJS, c\u00f3 nhi\u1ec1u lo\u1ea1i transport \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 \u0111\u1ec3 t\u1ea1o k\u1ebft n\u1ed1i gi\u1eefa c\u00e1c microservices ho\u1eb7c gi\u1eefa microservice v\u00e0 client. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 lo\u1ea1i transport ph\u1ed5 bi\u1ebfn \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 trong NestJS:\n\n1. TCP (Transport Control Protocol): TCP l\u00e0 transport protocol \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi @nestjs/microservices. \u0110\u00e2y l\u00e0 lo\u1ea1i transport \u1ed5n \u0111\u1ecbnh, \u0111\u1ea3m b\u1ea3o tin c\u1eady v\u00e0 th\u1eddi gian ph\u1ea3n h\u1ed3i nhanh cho h\u1ec7 th\u1ed1ng microservices.\n\n2. Redis: Redis l\u00e0 m\u1ed9t trong nh\u1eefng lo\u1ea1i transport m\u1ea1nh m\u1ebd \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi @nestjs/microservices. Redis transport \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho c\u00e1c \u1ee9ng d\u1ee5ng \u0111\u00f2i h\u1ecfi v\u1ec1 hi\u1ec7u su\u1ea5t cao, th\u1eddi gian ph\u1ea3n h\u1ed3i nhanh v\u00e0 \u0111\u1ea3m b\u1ea3o t\u00ednh \u0111\u00fang \u0111\u1eafn c\u1ee7a d\u1eef li\u1ec7u. S\u1eed d\u1ee5ng Redis transport c\u1ea7n ph\u1ea3i c\u00e0i \u0111\u1eb7t Redis Server.\n\n3. NATS: NATS l\u00e0 m\u1ed9t trong nh\u1eefng transport protocol \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi @nestjs/microservices. NATS l\u00e0 m\u1ed9t lo\u1ea1i messaging transport system \u0111\u01a1n gi\u1ea3n, c\u00f3 hi\u1ec7u su\u1ea5t cao, t\u00ednh linh ho\u1ea1t v\u00e0 \u0111\u1ea3m b\u1ea3o t\u00ednh to\u00e0n v\u1eb9n c\u1ee7a d\u1eef li\u1ec7u. S\u1eed d\u1ee5ng NATS transport c\u1ea7n ph\u1ea3i c\u00e0i \u0111\u1eb7t NATS-server.\n\n4. MQTT (Message Queuing Telemetry Transport): MQTT l\u00e0 m\u1ed9t protocol gi\u00fap g\u1eedi v\u00e0 nh\u1eadn c\u00e1c message trong h\u1ec7 th\u1ed1ng microservices. MQTT transport \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi @nestjs/microservices v\u00e0 h\u1ed7 tr\u1ee3 ch\u1ea5t l\u01b0\u1ee3ng d\u1ecbch v\u1ee5 trong th\u1eddi gian th\u1ef1c, t\u1ea1o ra \u0111\u00e1p \u1ee9ng v\u00e0 th\u1eddi gian ph\u1ea3n h\u1ed3i nhanh.\n\n5. gRPC (Google Remote Procedure Calls): gRPC l\u00e0 m\u1ed9t framework \u0111\u1ec3 t\u1ea1o ra c\u00e1c service v\u00e0 client trong h\u1ec7 th\u1ed1ng ph\u00e2n t\u00e1n. gRPC transport \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi @nestjs/microservices v\u00e0 h\u1ed7 tr\u1ee3 nhi\u1ec1u ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh kh\u00e1c nhau. gRPC h\u1ed7 tr\u1ee3 t\u1ed1c","behavior":"degenerate_repetition","conversation_hash":"0aa26688d75e6ebfd89e763152a06b1d","conversation_redacted":false,"conversation_toxic":false,"country":"Vietnam","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Vietnamese","model":"gpt-3.5-turbo-0301","n_chars":1493,"n_turns_in_conversation":5,"n_words":267,"source_row_offset":9845,"source_shard":"turns-00005.parquet","timestamp":"Wed, 14 Jun 2023 09:23:43 GMT","turn_id":"6410377a9d59e7cc4263a03f","turn_index":4,"user_text":"c\u00e1c transport trong nestjs"}],"shard":{"index":5,"name":"turns-00005.parquet","rows":102836}}