Java OpenTelemetry Instrumentation
This document contains instructions on how to set up OpenTelemetry instrumentation in your Java applications and view your application traces in SigNoz.
OpenTelemetry Java is the language-specific implementation of OpenTelemetry in Java.
Requirements
Java 8 or higher
Send Traces to SigNoz Cloud
OpenTelemetry provides a handy Java JAR agent that can be attached to any Java 8+ application and dynamically injects bytecode to capture telemetry from a number of popular libraries and frameworks.
Based on your application environment, you can choose the setup below to send traces to SigNoz Cloud.
From VMs, there are two ways to send data to SigNoz Cloud.
Send traces directly to SigNoz Cloud
OpenTelemetry Java agent can send traces directly to SigNoz Cloud.
Step 1. Download otel java binary agent
wget https://github.com/open-telemetry/opentelemetry-java-instrumentation/releases/latest/download/opentelemetry-javaagent.jar
Step 2. Run your application
OTEL_RESOURCE_ATTRIBUTES=service.name=<service_name> \
OTEL_EXPORTER_OTLP_HEADERS="signoz-ingestion-key=<your-ingestion-key>" \
OTEL_EXPORTER_OTLP_ENDPOINT=https://ingest.<region>.signoz.cloud:443 \
java -javaagent:$PWD/opentelemetry-javaagent.jar -jar <my-app>.jar
- Set the
<region>
to match your SigNoz Cloud region - Replace
<your-ingestion-key>
with your SigNoz ingestion key. <service_name>
is name of your service
In case you encounter an issue where all applications do not get listed in the services section then please refer to the troubleshooting section.
Send traces via OTel Collector binary
Step 1. Download OTel java binary agent
wget https://github.com/open-telemetry/opentelemetry-java-instrumentation/releases/latest/download/opentelemetry-javaagent.jar
Step 2. Run your application
java -javaagent:$PWD/opentelemetry-javaagent.jar -jar <myapp>.jar
<myapp>
is the name of your application jar file- In case you download
opentelemetry-javaagent.jar
file in different directory than that of the project, replace$PWD
with the path of the otel jar file.
In case you encounter an issue where all applications do not get listed in the services section then please refer to the troubleshooting section.
Validating instrumentation by checking for traces
With your application running, you can verify that you’ve instrumented your application with OpenTelemetry correctly by confirming that tracing data is being reported to SigNoz.
To do this, you need to ensure that your application generates some data. Applications will not produce traces unless they are being interacted with, and OpenTelemetry will often buffer data before sending. So you need to interact with your application and wait for some time to see your tracing data in SigNoz.
Validate your traces in SigNoz:
- Trigger an action in your app that generates a web request. Hit the endpoint a number of times to generate some data. Then, wait for some time.
- In SigNoz, open the
Services
tab. Hit theRefresh
button on the top right corner, and your application should appear in the list ofApplications
. Ensure that you're checking data for thetime range filter
applied in the top right corner. - Go to the
Traces
tab, and apply relevant filters to see your application’s traces.
You might see other dummy applications if you’re using self-hosted SigNoz for the first time. You can remove it by following the docs here.
If you don't see your application reported in the list of services, try our troubleshooting guide.
Configuring the agent
The agent is highly configurable. You can check out all the configuration options available here.
Disabled instrumentations
Some instrumentations can produce too many spans and make traces very noisy. For this reason, the following instrumentations are disabled by default:
jdbc-datasource
which creates spans whenever thejava.sql.DataSource#getConnection
method is called.dropwizard-metrics
, which might create very low-quality metrics data because of the lack of label/attribute support in the Dropwizard metrics API.
To enable them, add the otel.instrumentation.<name>.enabled
system property: -Dotel.instrumentation.jdbc-datasource.enabled=true
Manual Instrumentation
For manual instrumentation of Java application, refer to the docs here.
Sample Java Application
- We have included a sample Java application with README.md at Sample Java App Github Repo.