{"behavior":"degenerate_repetition","label_filter":null,"limit":10,"next_offset":61403,"offset":61393,"previous_offset":null,"rows":[{"assistant_initiates":false,"asst_text":"spark.storage.memoryFraction\u914d\u7f6e\u9879\u8868\u793aSpark\u5728\u542f\u52a8\u65f6\u53ef\u4ee5\u5411Spark\u5e94\u7528\u7a0b\u5e8f\u5206\u914d\u54ea\u90e8\u5206JVM\u5806\u5185\u5b58\u7528\u4e8e\u5b58\u50a8RDD\u6570\u636e\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u8fd9\u4e2a\u914d\u7f6e\u9879\u51b3\u5b9a\u4e86Spark\u5e94\u7528\u7a0b\u5e8f\u53ef\u4ee5\u4f7f\u7528\u7684\u5185\u5b58\u4e0e\u53ef\u7528\u5185\u5b58\u4e2dRDD\u5b58\u50a8\u90e8\u5206\u4e4b\u95f4\u7684\u6bd4\u4f8b\u3002\u4f8b\u5982\uff0c\u5982\u679c\u5c06\u8be5\u53c2\u6570\u8bbe\u7f6e\u4e3a0.6\uff0c\u5219Spark\u5e94\u7528\u7a0b\u5e8f\u53ef\u4ee5\u4f7f\u7528\u5206\u914d\u7ed9JVM\u5806\u5185\u5b58\u768460%\u6765\u5b58\u50a8RDD\u6570\u636e\uff0c\u5269\u4f5940%\u5c06\u7528\u4e8e\u5b58\u50a8\u5176\u4ed6\u5bf9\u8c61\u3002\u9ed8\u8ba4\u503c\u4e3a0.6\u3002\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u8be5\u914d\u7f6e\u9879\u4ec5\u9002\u7528\u4e8eRDD\u5b58\u50a8\uff0c\u800c\u4e0d\u9002\u7528\u4e8e\u5176\u4ed6\u5185\u5b58\u4f7f\u7528\uff0c\u4f8b\u5982\u7f13\u5b58\u7684\u6570\u636e\u6216\u7528\u6237\u5b9a\u4e49\u7684\u5bf9\u8c61\u3002","behavior":"degenerate_repetition","conversation_hash":"d25b00aad6dc68e04da65af8d2518942","conversation_redacted":false,"conversation_toxic":false,"country":"China","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Chinese","model":"gpt-3.5-turbo-0301","n_chars":285,"n_turns_in_conversation":4,"n_words":2,"source_row_offset":61393,"source_shard":"turns-00000.parquet","timestamp":"Thu, 20 Apr 2023 06:55:04 GMT","turn_id":"f1d5666ebe2230ea2ecb5343","turn_index":0,"user_text":"spark.storage.memoryFraction\u914d\u7f6e\u9879\u989d\u542b\u4e49\u662f\u4ec0\u4e48"},{"assistant_initiates":false,"asst_text":"\u53ef\u4ee5\u4f7f\u7528`spark.storage.memoryFraction`\u6765\u63a7\u5236\u6570\u636e\u7f13\u5b58\uff0c\u5305\u62ecDataFrame\u7684\u7f13\u5b58\u3002\u5177\u4f53\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u5b9e\u73b0DataFrame\u7684\u7f13\u5b58\uff1a\n\n```\ndf.cache()\n```\n\n\u8fd9\u5c06\u5bf9DataFrame\u8fdb\u884c\u7f13\u5b58\uff0c\u5e76\u5c06\u5176\u5b58\u50a8\u5728\u5185\u5b58\u4e2d\uff0c\u4ee5\u4fbf\u4e8e\u5feb\u901f\u8bbf\u95ee\u3002\u7f13\u5b58DataFrame\u662fSpark\u4e2d\u6027\u80fd\u8c03\u4f18\u7684\u5e38\u89c1\u64cd\u4f5c\u4e4b\u4e00\u3002\n\n\u5728\u7f13\u5b58DataFrame\u65f6\uff0cSpark\u4f1a\u5c06\u5176\u5b58\u50a8\u5728\u5185\u5b58\u4e2d\uff0c\u56e0\u6b64\u9700\u8981\u786e\u4fdd\u96c6\u7fa4\u4e2d\u6709\u8db3\u591f\u7684\u53ef\u7528\u5185\u5b58\u6765\u5b58\u50a8\u7f13\u5b58\u6570\u636e\u3002\u5982\u679c\u5185\u5b58\u4e0d\u8db3\uff0c\u5219\u53ef\u4ee5\u8c03\u6574`spark.storage.memoryFraction`\u7684\u503c\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u5229\u7528\u53ef\u7528\u5185\u5b58\u3002\n\n\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u867d\u7136\u7f13\u5b58DataFrame\u53ef\u4ee5\u63d0\u9ad8\u67e5\u8be2\u6027\u80fd\uff0c\u4f46\u7f13\u5b58\u7684DataFrame\u53ef\u80fd\u4f1a\u5360\u7528\u5927\u91cf\u5185\u5b58\uff0c\u56e0\u6b64\u9700\u8981\u6839\u636e\u5177\u4f53\u60c5\u51b5\u8fdb\u884c\u6743\u8861\u548c\u4f18\u5316\u3002","behavior":"degenerate_repetition","conversation_hash":"d25b00aad6dc68e04da65af8d2518942","conversation_redacted":false,"conversation_toxic":false,"country":"China","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Chinese","model":"gpt-3.5-turbo-0301","n_chars":372,"n_turns_in_conversation":4,"n_words":8,"source_row_offset":61394,"source_shard":"turns-00000.parquet","timestamp":"Thu, 20 Apr 2023 06:55:04 GMT","turn_id":"8ebfa8867f42ea196af5f0b4","turn_index":1,"user_text":"\u53ef\u4ee5\u7528\u6765\u7f13\u5b58dataframe\u5417\uff1f"},{"assistant_initiates":false,"asst_text":"\u662f\u7684\uff0c\u5982\u679c\u4e0d\u8c03\u7528`cache()`\u6216`persist()`\u65b9\u6cd5\u6765\u7f13\u5b58DataFrame\uff0c\u8be5DataFrame\u7684\u6570\u636e\u5c06\u4e0d\u4f1a\u88ab\u5b58\u50a8\u5728\u5185\u5b58\u4e2d\uff0c\u4e5f\u4e0d\u4f1a\u5360\u7528`spark.storage.memoryFraction`\u6240\u914d\u7f6e\u7684\u5185\u5b58\u7a7a\u95f4\u3002\n\n\u5982\u679c\u60a8\u6ca1\u6709\u663e\u5f0f\u5730\u8c03\u7528`cache()`\u6216`persist()`\u65b9\u6cd5\u7f13\u5b58DataFrame\uff0cSpark\u4f1a\u6839\u636eRDD\u7684\u4f7f\u7528\u60c5\u51b5\u81ea\u52a8\u9009\u62e9\u7f13\u5b58\u54ea\u4e9b\u6570\u636e\uff0c\u4ee5\u6700\u5927\u5316\u6027\u80fd\u3002\u4f46\u662f\uff0c\u8fd9\u4e2a\u81ea\u52a8\u7f13\u5b58\u673a\u5236\u662f\u4e0d\u53ef\u9884\u6d4b\u7684\uff0c\u56e0\u6b64\u6700\u597d\u660e\u786e\u5730\u8c03\u7528`cache()`\u6216`persist()`\u65b9\u6cd5\u6765\u786e\u4fddDataFrame\u4e2d\u7684\u6570\u636e\u88ab\u7f13\u5b58\u4e3a\u9700\u8981\u7684\u65b9\u5f0f\u3002\n\n\u53e6\u5916\uff0c\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u4e0d\u8c03\u7528`cache()`\u6216`persist()`\u65b9\u6cd5\u5e76\u4e0d\u610f\u5473\u7740DataFrame\u4e0d\u4f1a\u4f7f\u7528\u5185\u5b58\u3002\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0cSpark\u53ef\u80fd\u4f1a\u5c06DataFrame\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u4e2d\uff08\u4f8b\u5982\uff0c\u5728shuffling\u548cjoin\u7b49\u64cd\u4f5c\u4e2d\uff09\uff0c\u4f46\u662f\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u60a8\u5c06\u65e0\u6cd5\u76f4\u63a5\u63a7\u5236\u7f13\u5b58\u884c\u4e3a\uff0c\u4e5f\u65e0\u6cd5\u786e\u5b9a\u6570\u636e\u4f55\u65f6\u91ca\u653e\u3002\u56e0\u6b64\uff0c\u6700\u597d\u663e\u793a\u5730\u8c03\u7528`cache()`\u6216`persist()`\u65b9\u6cd5\u4ee5\u63a7\u5236\u7f13\u5b58\u884c\u4e3a\u3002","behavior":"degenerate_repetition","conversation_hash":"d25b00aad6dc68e04da65af8d2518942","conversation_redacted":false,"conversation_toxic":false,"country":"China","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Chinese","model":"gpt-3.5-turbo-0301","n_chars":496,"n_turns_in_conversation":4,"n_words":4,"source_row_offset":61395,"source_shard":"turns-00000.parquet","timestamp":"Thu, 20 Apr 2023 06:55:04 GMT","turn_id":"8f21d0269a76f73703ce3fb6","turn_index":2,"user_text":"\u5982\u679c\u4e0d\u8c03\u7528cache\u6216persist\u65b9\u6cd5\u662f\u4e0d\u662f\u5c31\u4e0d\u4f1a\u5360\u7528\u8fd9\u90e8\u5206\u5185\u5b58"},{"assistant_initiates":false,"asst_text":"\u5728Scala\u4e2d\uff0c\u903b\u8f91\u8fd0\u7b97\u7b26`&&`\u7684\u4f18\u5148\u7ea7\u9ad8\u4e8e`||`\u3002\n\n\u4f8b\u5982\uff0c\u8868\u8fbe\u5f0f`a && b || c`\u5c06\u88ab\u89e3\u91ca\u4e3a`(a && b) || c`\uff0c\u800c\u4e0d\u662f`a && (b || c)`\u3002\u8fd9\u610f\u5473\u7740\u5148\u8ba1\u7b97`a && b`\u7684\u7ed3\u679c\uff0c\u7136\u540e\u5c06\u5176\u4e0e`c`\u8fdb\u884c\u903b\u8f91\u6216\u8fd0\u7b97\uff0c\u4ee5\u5f97\u51fa\u6574\u4e2a\u8868\u8fbe\u5f0f\u7684\u7ed3\u679c\u3002\n\n\u5982\u679c\u60a8\u60f3\u6539\u53d8\u903b\u8f91\u8fd0\u7b97\u7b26\u7684\u4f18\u5148\u7ea7\uff0c\u53ef\u4ee5\u4f7f\u7528\u62ec\u53f7\u6765\u660e\u786e\u4f18\u5148\u7ea7\uff0c\u4f8b\u5982\uff1a\n\n```\nif ((a && b) || (c && d)) {\n  // do something\n}\n```\n\n\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d\uff0c\u62ec\u53f7\u660e\u786e\u5e76\u5c06`&&`\u7684\u4f18\u5148\u7ea7\u63d0\u9ad8\u4e8e`||`\uff0c\u4f7f\u5f97\u6574\u4e2a\u8868\u8fbe\u5f0f\u7684\u6c42\u503c\u66f4\u7b26\u5408\u4ee3\u7801\u7f16\u5199\u8005\u7684\u9884\u671f\u3002","behavior":"degenerate_repetition","conversation_hash":"d25b00aad6dc68e04da65af8d2518942","conversation_redacted":false,"conversation_toxic":false,"country":"China","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Chinese","model":"gpt-3.5-turbo-0301","n_chars":304,"n_turns_in_conversation":4,"n_words":38,"source_row_offset":61396,"source_shard":"turns-00000.parquet","timestamp":"Thu, 20 Apr 2023 06:55:04 GMT","turn_id":"d4122eee9966294830bf8ff8","turn_index":3,"user_text":"scala  || \u548c && \u7684\u4f18\u5148\u7ea7\u54ea\u4e2a\u9ad8"},{"assistant_initiates":false,"asst_text":"1. STM32\u5177\u6709\u66f4\u5f3a\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u80fd\u591f\u66f4\u5feb\u5730\u5904\u7406\u6570\u636e\u548c\u8fd0\u884c\u590d\u6742\u7684\u7b97\u6cd5\u3002\n\n2. STM32\u652f\u6301\u66f4\u591a\u7684\u5916\u8bbe\u548c\u63a5\u53e3\uff0c\u5305\u62ecCAN\u603b\u7ebf\u3001USB\u3001SPI\u3001I2C\u7b49\uff0c\u53ef\u4ee5\u66f4\u65b9\u4fbf\u5730\u4e0e\u5176\u4ed6\u8bbe\u5907\u8fdb\u884c\u901a\u4fe1\u3002\n\n3. STM32\u6709\u66f4\u591a\u7684\u5b58\u50a8\u7a7a\u95f4\uff0c\u53ef\u4ee5\u5b58\u50a8\u66f4\u591a\u7684\u7a0b\u5e8f\u548c\u6570\u636e\u3002\n\n4. STM32\u652f\u6301\u66f4\u591a\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u5305\u62ecC\u3001C++\u3001Python\u7b49\uff0c\u53ef\u4ee5\u66f4\u65b9\u4fbf\u5730\u8fdb\u884c\u5f00\u53d1\u3002\n\n5. STM32\u5177\u6709\u66f4\u597d\u7684\u7535\u6e90\u7ba1\u7406\u80fd\u529b\uff0c\u53ef\u4ee5\u66f4\u6709\u6548\u5730\u7ba1\u7406\u7535\u91cf\u3002\n\n6. STM32\u5177\u6709\u826f\u597d\u7684\u96c6\u6210\u73af\u5883\u548c\u5f00\u53d1\u5de5\u5177\u652f\u6301\uff0c\u53ef\u4ee5\u66f4\u65b9\u4fbf\u5730\u8fdb\u884c\u5f00\u53d1\u548c\u8c03\u8bd5\u3002\n\n7. STM32\u7684\u5e02\u573a\u548c\u793e\u533a\u66f4\u5927\uff0c\u6709\u66f4\u591a\u7684\u8d44\u6e90\u548c\u652f\u6301\uff0c\u53ef\u4ee5\u66f4\u65b9\u4fbf\u5730\u83b7\u53d6\u76f8\u5173\u8d44\u6599\u548c\u5e2e\u52a9\u3002","behavior":"degenerate_repetition","conversation_hash":"48583cc134e744c2e6d99b8c3f585b73","conversation_redacted":false,"conversation_toxic":false,"country":"China","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Chinese","model":"gpt-3.5-turbo-0301","n_chars":320,"n_turns_in_conversation":3,"n_words":15,"source_row_offset":61397,"source_shard":"turns-00000.parquet","timestamp":"Thu, 20 Apr 2023 06:55:11 GMT","turn_id":"7a06af0e9984ed6bcc1508e9","turn_index":0,"user_text":"\u7528STM32\u5236\u4f5c\u7684\u56db\u8db3\u673a\u5668\u4eba\uff0c\u6bd4STC51\u5355\u7247\u673a\u7684\u4f18\u70b9"},{"assistant_initiates":false,"asst_text":"\u4ee5\u4e0b\u662f\u57fa\u4e8eSTM32\u5355\u7247\u673a\u7684\u56db\u8db3\u673a\u5668\u4eba\u7684\u5236\u4f5c\u6b65\u9aa4\uff1a\n\n1. \u786e\u5b9a\u673a\u5668\u4eba\u7684\u5c3a\u5bf8\u548c\u5f62\u72b6\uff0c\u5e76\u8bbe\u8ba1\u673a\u68b0\u7ed3\u6784\u3002\u53ef\u4f7f\u75283D\u5efa\u6a21\u8f6f\u4ef6\u8fdb\u884c\u8bbe\u8ba1\u548c\u6a21\u62df\u3002\n\n2. \u9009\u62e9\u5408\u9002\u7684\u7535\u673a\u548c\u63a7\u5236\u5668\uff0c\u6839\u636e\u673a\u5668\u4eba\u5c3a\u5bf8\u548c\u8d1f\u8f7d\u9700\u6c42\u8fdb\u884c\u9009\u578b\u3002\n\n3. \u6839\u636e\u673a\u68b0\u7ed3\u6784\u548c\u7535\u673a\u9009\u578b\uff0c\u8bbe\u8ba1\u9a71\u52a8\u7535\u8def\u548c\u63a7\u5236\u7535\u8def\uff0c\u5305\u62ec\u7535\u673a\u9a71\u52a8\u5668\u3001\u4f20\u611f\u5668\u63a5\u53e3\u548c\u4fe1\u53f7\u5904\u7406\u5668\u7b49\u3002\n\n4. \u7f16\u5199\u63a7\u5236\u8f6f\u4ef6\uff0c\u4f7f\u7528STM32\u5355\u7247\u673a\u8fdb\u884c\u7f16\u7a0b\u63a7\u5236\uff0c\u5305\u62ec\u6b65\u6001\u63a7\u5236\u3001\u59ff\u6001\u63a7\u5236\u3001\u78b0\u649e\u68c0\u6d4b\u548c\u5b89\u5168\u63a7\u5236\u7b49\u3002\n\n5. \u6d4b\u8bd5\u548c\u4f18\u5316\uff0c\u8c03\u8bd5\u673a\u5668\u4eba\u5404\u4e2a\u6a21\u5757\u7684\u529f\u80fd\uff0c\u8fdb\u884c\u53c2\u6570\u8c03\u6574\u548c\u6d4b\u8bd5\u3002\n\n6. \u5b8c\u5584\u5916\u56f4\u8bbe\u5907\uff0c\u5305\u62ec\u901a\u4fe1\u6a21\u5757\u3001\u9065\u63a7\u5668\u63a7\u5236\u3001\u4e91\u5e73\u53f0\u63a7\u5236\u7b49\u3002\n\n7. 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