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In the computer system of the space tracking ship, there are many system fault and software abnormal information in the system log and measurement and control software log. To theSsystemSadministration, it is important to analyze the system log and software log timely and comprehensively. InStheSmeantime, the fault must be fixed as soon as possible when the system operation fails. In this paper, the current situation and existing problems in the system of the computer log analysis are specified, the methods to automatically analyze the system log and software log are improved, and the technical points and effects of its implementation are applied. The test results show that the automatic log analysis software can effectively improve the efficiency of personnel work analysis, and it can be applied in the rapid analysis of fault problems and batch maintenance of system logs.