вариант

Детектор аномалий в логах

{:__('collect %s',Детектор аномалий в логах)}

Выявляет повторяющиеся шаблоны ошибок в журналах серверных терминалов, автоматически извлекает ключевые коды ошибок и связывает их с историческими данными, генерируя краткие отчеты об анализе первопричин для поддержки операционных решений.

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Please analyze the provided server terminal log snippets to identify recurring error codes or warning messages, and infer possible root causes based on the context. You need to extract key timestamps, process IDs, and error stack traces, compare them against known common failure patterns, and finally output a concise anomaly summary that points out the most likely failure point and suggests initial troubleshooting steps, ensuring natural language flow and focus on solving specific operational issues.

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Пожалуйста, проанализируйте предоставленные фрагменты журналов серверных терминалов, чтобы выявить повторяющиеся коды ошибок или предупреждения, и сделайте вывод о возможных первопричинах на основе контекста. Вам необходимо извлечь ключевые временные метки, идентификаторы процессов и трассировки стека ошибок, сравнить их с известными общими шаблонами сбоев и в конечном итоге вывести краткое резюме аномалий, указывающее наиболее вероятную точку отказа и предлагающее начальные шаги по устранению неполадок, обеспечивая естественный язык и фокус на решении конкретных операционных проблем.

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