JSON logs are constructed in two structures:
  • Object: A collection of key/value pairs.
  • Array: An ordered list of values.

Logtail supports JSON logs of the object type. Logtail automatically extracts the keys and values from the first layer of an object as the names and values of fields respectively.  The field value can be the object, array, or basic type, for example, a string or number.  \n is used to separate the lines of JSON logs. Each line is extracted as a single log.

Logtail does not support automatic parsing of non-object data (for example, JSON arrays). You can use regular expressions for field extraction or use the simple mode for log collection by line.

Log sample

{"url": "POST /PutData? Category=YunOsAccountOpLog&AccessKeyId=U0Ujpek********&Date=Fri%2C%2028%20Jun%202013%2006%3A53%3A30%20GMT&Topic=raw&Signature=pD12XYLmGxKQ%2Bmkd6x7hAgQ7b1c%3D HTTP/1.1", "ip": "", "user-agent": "aliyun-sdk-java", "request": {"status": "200", "latency": "18204"}, "time": "05/May/2016:13:30:28"}
{"url": "POST /PutData? Category=YunOsAccountOpLog&AccessKeyId=U0Ujpek********&Date=Fri%2C%2028%20Jun%202013%2006%3A53%3A30%20GMT&Topic=raw&Signature=pD12XYLmGxKQ%2Bmkd6x7hAgQ7b1c%3D HTTP/1.1", "ip": "", "user-agent": "aliyun-sdk-java", "request": {"status": "200", "latency": "10204"}, "time": "05/May/2016:13:30:29"}

Configure Logtail to collect JSON logs

For the complete process of collecting JSON logs by using Logtail, see 5-minute quick start.  This document shows the detailed configuration  Log Collection Mode of Logtail.
  1. On the Logstore List, click the Data Import Wizard.
  2. Select the data type.

    Select the text file and click Next

  3. Configure the data source.
    1. Enter the configuration name, Log Path, and select log collection mode as JSON mode.
    2. Select whether to use the system time as the log time according to your requirements. You can enable or disable the Use System Time function.
      • Enable Use System Time function

        Enabling this function means to use the time when Log Service collects the log as the log time, instead of extracting the time fields in the log.

      • Disable Use System Time function

        Disabling this function means to extract the time fields from the log as the log time.

        If you select to disable the  Use System Time function, you must define the key of the extracted time field, and the time conversion format.  For example,  the time field (05/May/2016:13:30:29) in  JSON Object can be extracted as log time.  For how to configure the date format, see Text logs - Configure time format.

        Figure 1. JSON logs