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Log Structuring - Grok

Terakhir diperbarui:2024-12-18 16:36:30

    Scenario description

    XiaoWang reports the logs collected by Beats to CLS through Kafka protocol to upload logs. The approach is as follows:
    1. Use the grok function to structure the logs.
    2. Use the time field in the logs to replace the log time of CLS(__TIMESTAMP__).
    
    
    

    Raw Log

    
    {
    "__FILENAME__": "",
    "__SOURCE__": "192.168.100.123",
    "message": "2024-10-11 15:32:10.003 DEBUG [gateway,746db87efd1bbcf5434cb9835c59e522,47c3036810e0c33b] [scheduled-Thread-1] c.i.g.c.f.d.a.task.AppleHealthCheckTask"
    }

    Processing result

    {
    "__FILENAME__":"",
    "__SOURCE__":"192.168.100.123",
    "__TIMESTAMP__":"1728631930003",
    "level":"DEBUG",
    "service":"gateway",
    "spanid":"47c3036810e0c33b",
    "time":"2024-10-11 15:32:10.003",
    "traceid":"746db87efd1bbcf5434cb9835c59e522"
    }

    Processing statement

    // Use the grok function to extract time, log level, service, traceid, and spanid from the logs
    ext_grok("message",grok="%{TIMESTAMP_ISO8601:time} %{DATA:level} \\[%{DATA:service},%{DATA:traceid},%{DATA:spanid}\\]")
    // Delete message field
    fields_drop("message")
    // custom_cls_log_time function, use the new field time to replace the log time of CLS (__TIMESTAMP__)
    custom_cls_log_time(dt_to_timestamp(v("time"), zone="UTC+8"))
    
    
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