Documentation forAppOptics

Trace Context in Logs

Adding trace context to application logs provides the ability to correlate the log messages from a traced transaction, and if sampled, the log messages to the transaction trace detail.

The AppOptics Java agent offers several options to include trace context into logs managed by several popular Java logging frameworks, and provides a custom SDK call which can be used if the automatic options do not support your logger.

How to Add Trace Context to Logs

There are 3 options to include trace context into logs:

Automatic Attribute in MDC/Thread Context

Logging frameworks such as Log4j 1.2, Log4j 2 and Logback/Slf4j provide implementation of MDC (Mapped Diagnostic Context), which basically is a map that provides context information when a log message is constructed.

Our agent inserts ao.traceId into the MDC map with the Trace ID value.

Such a value can then be included in the logging layout by using pattern such as %X{ao.traceId}

This feature is disabled by default, more detail can be found in the Configuration section.

Automatic Insertion

Our Agent can automatically insert an extra node into structured logs with trace context information.

The inserted node will have key ao.traceId

Auto-insert is only supported for Log4j2 for YAML, JSON and XML layout.

This feature is disabled by default, more details can be found in the Configuration section.

Using the SDK

Trace context can be manually inserted into log messages; this can be used if your application logger is not supported by the automatic options above. The string value of the Trace context can be obtained using the SDK method Trace.getCurrentLogTraceID. Note that if the agent is not available or not started propertly, the value will be an empty string.

Supported Frameworks

Log4j 1.2

Our agent provides automatic attribute for MDC, the trace context is inserted into MDC with key ao.traceId

A quick example for PatternLayout using MDC

%d %p [%c{1}] %X{ao.traceId} - %m%n

Log4j 2

Our agent supports automatic attribute for Thread Context, and automatic insertion.

A quick example for PatternLayout using Log4j 2 Thread Context

%d %p [%c{1}] %X{ao.traceId} - %m%n

For automatic insertion, our agent supports the YAML, XML and JSON layouts (under Jackson). For example, if enabled, then XML node as below will be inserted into the log output Event node.



Our agent supports automatic attribute for MDC.

A quick example of setting the pattern in encoder using MDC:

<pattern>%d{HH:mm:ss.SSS} [%thread] %-5level %logger{50} %X{ao.traceId} - %msg%n</pattern>

Take note that even though we do not support automatic insertion for Logback, most of the structured layouts for Logback should output the MDC values by default.

For example, when automatic attribute for MDC is enabled, this is the output of the JSON layout:

"mdc" : {
  "ao.traceId" : "5DADC78A4B1572FBE88548447849075A7B8821A1-1"

When the APM Integrated Experience is enabled, AppOptics shares a common navigation and settings with the other integrated experiences' products. How you navigate AppOptics and access its features may vary from these instructions. For more information, go to the APM Integrated Experience documentation.

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