The following libraries and frameworks are supported by Observe by Snowflake APM and work with all Observe by Snowflake APM features.
Observe by Snowflake supports the following Java database client libraries and services for APM instrumentation:
| Library name | Supported versions | Trace Explorer | Catalog | Service Inspector | RED Metrics | Database Statements | Service Maps |
|---|
| JDBC | Java 8+ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| MongoDB Driver | >= 3.1 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ 1️⃣ |
1️⃣ Service maps are limited due to a context propagation issue in MongoDB drivers.
Observe by Snowflake supports the following Java ORM libraries and services for APM instrumentation:
| Library name | Supported versions | Trace Explorer | Catalog | Service Inspector | RED Metrics | Database Statements | Service Maps |
|---|
| Hibernate | >= 3.3 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
Observe by Snowflake supports the following Java HTTP server libraries and services for APM instrumentation:
| Library name | Supported versions | Trace Explorer | Catalog | Service Inspector | RED Metrics | Deployments | Service Maps | Error & Exception Tracking |
|---|
| Dropwizard | >= 0.7 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| Netty | >= 3.8 | ✅ 1️⃣ | | ✅ | ✅ 1️⃣ | ✅ | ✅ | ✅ |
| Micronaut | >= 3.0 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| Quarkus | >= 2.16.7 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| Servlet | >= 2.2 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| Spring Web MVC | >= 3.1 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| Spring WebFlux | >= 5.3 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| Vert.x | >= 3.0 | ✅ 1️⃣ | ✅ | ✅ | ✅ 1️⃣ | ✅ | ✅ | ✅ |
1️⃣ Span names may not work correctly with Netty applications. Since Vert.x is built atop Netty, you many encounter similar problems with Vert.x applications.
The libraries and frameworks in this section are supported by OpenTelemetry but are not certified for compatibility with Observe by Snowflake APM. The OpenTelemetry Java agent instruments all of them without extra setup.
| Library name | Supported versions | Trace Explorer |
|---|
| Jedis (Redis) | >= 1.4 | ✅ |
| Lettuce (Redis) | >= 4.0 | ✅ |
| Rediscala (Redis) | >= 1.5 | ✅ |
| Spymemcached (Memcached) | >= 2.12 | ✅ |
| Vert.x Redis Client | >= 4.0 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| AWS Lambda | >= 1.0 | ✅ |
| AWS SDK (including SQS, SNS, Lambda) | v1: >= 1.10.33, v2: >= 2.2 | ✅ |
| Azure Core | >= 1.14 | ✅ |
| Kubernetes Java client | >= 7.0 | ✅ |
| Spring Cloud AWS SQS | >= 3.0 | ✅ |
| Twilio | < 8.0 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| Alibaba Druid | All versions | ✅ |
| Apache Commons DBCP | >= 2.0 | ✅ |
| c3p0 | All versions | ✅ |
| HikariCP | >= 3.0 | ✅ |
| Oracle UCP | All versions | ✅ |
| Tomcat JDBC Pool | >= 8.5 | ✅ |
| Tomcat DBCP | >= 8.0.3 | ✅ |
| Vibur DBCP | >= 11.0 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| Apache Geode | >= 1.4 | ✅ |
| Redisson | >= 3.0 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| Apache HBase client | >= 1.0, < 2.5 | ✅ |
| Cassandra Driver | >= 3.0 | ✅ |
| ClickHouse client | >= 0.5 | ✅ |
| Couchbase Java client | >= 2.0, < 3.0 or >= 3.1 | ✅ |
| Elasticsearch Java API client | >= 7.16, < 7.17.20 or >= 8.0, < 8.10 | ✅ |
| Elasticsearch REST Client | >= 5.0 | ✅ |
| Elasticsearch Transport Client | >= 5.0 | ✅ |
| InfluxDB Java client | >= 2.4 | ✅ |
| OpenSearch Java client | >= 3.0 | ✅ |
| OpenSearch REST client | >= 1.0 | ✅ |
| R2DBC | >= 0.9 | ✅ |
| Vert.x SQL Client | >= 4.0 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| Hibernate Reactive | All versions | ✅ |
| MyBatis | >= 3.2 | ✅ |
| Spring Data | >= 1.8 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| AWS Bedrock Runtime | >= 2.25.63 | ✅ |
| OpenAI Java SDK | >= 1.1, < 3.0 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| Apache HTTP Client | >= 2.0 | ✅ |
| Armeria | >= 1.3 | ✅ |
| AsyncHttpClient | >= 1.8 | ✅ |
| Dropwizard Client | < 3.0 | ✅ |
| Google HTTP Client | >= 1.19 | ✅ |
| Java HTTP Client | Java 11+ | ✅ |
| Jetty HttpClient | >= 9.2, < 10 or >= 12.0 | ✅ |
| Jodd HTTP | >= 4.1.1 | ✅ |
| OkHttp | >= 2.2 | ✅ |
| Play WS | >= 1.0 | ✅ |
| Reactor Netty | >= 0.7 | ✅ |
| Spring RestTemplate | >= 3.1 | ✅ |
| Spring WebClient | >= 5.0 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| Apache Camel | >= 2.19, < 3.0 | ✅ |
| Apache Kafka | >= 0.11 | ✅ |
| Apache Kafka Connect | >= 2.6 | ✅ |
| Apache Kafka Streams | >= 0.11 | ✅ |
| Apache Pulsar | >= 2.8 | ✅ |
| Apache RocketMQ | >= 4.0 | ✅ |
| JMS | >= 1.1 | ✅ |
| NATS | >= 2.17.2 | ✅ |
| RabbitMQ Client | >= 2.7 | ✅ |
| Reactor Kafka | >= 1.0 | ✅ |
| Spring Integration | >= 4.1 | ✅ |
| Spring JMS | >= 2.0 | ✅ |
| Spring Kafka | >= 2.7 | ✅ |
| Spring Pulsar | >= 1.0 | ✅ |
| Spring RabbitMQ | All versions | ✅ |
| Vert.x Kafka Client | >= 3.5.1 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| GraphQL Java | >= 12.0 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| ActiveJ HTTP | >= 6.0 | ✅ |
| Akka HTTP | >= 10.0 | ✅ |
| Apache Pekko HTTP | >= 1.0 | ✅ |
| Apache ShenYu | >= 2.4 | ✅ |
| Apache Struts 2 | >= 2.1 | ✅ |
| Apache Tapestry | >= 5.4 | ✅ |
| Apache Wicket | >= 8.0 | ✅ |
| Armeria | >= 1.3 | ✅ |
| Avaje Jex | >= 3.0 | ✅ |
| Dropwizard Views | < 3.0 | ✅ |
| Finagle HTTP | >= 23.11 | ✅ |
| Finatra | >= 2.9 | ✅ |
| Grails | >= 3.0 | ✅ |
| Grizzly | >= 2.3 | ✅ |
| GWT | >= 2.0 | ✅ |
| Helidon | >= 4.3 | ✅ |
| JAX-RS (Jersey, RESTEasy, Apache CXF) | >= 0.5 | ✅ |
| JAX-WS (Axis2, Apache CXF, Metro) | >= 2.0 | ✅ |
| JavaServer Faces (Mojarra, MyFaces) | >= 1.2 | ✅ |
| Javalin | >= 5.0 | ✅ |
| Jetty | >= 8.0 | ✅ |
| JFinal | >= 3.2 | ✅ |
| Ktor | >= 1.0 | ✅ |
| Play Framework | >= 2.4 | ✅ |
| Ratpack | >= 1.4 | ✅ |
| Restlet | >= 1.1 | ✅ |
| Spark Web Framework | >= 2.3 | ✅ |
| Spring Cloud Gateway | >= 2.0 | ✅ |
| Spring Web Services | >= 2.0 | ✅ |
| Tapir (Pekko HTTP server) | >= 1.7 | ✅ |
| Tomcat | >= 7.0.4 | ✅ |
| Undertow | >= 1.4 | ✅ |
| Vaadin | >= 2.2, < 3.0 or >= 3.1, < 25.0 | ✅ |
| ZIO HTTP | >= 3.0 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| Apache Dubbo | >= 2.7 | ✅ |
| Apache Thrift | >= 0.13 | ✅ |
| Armeria gRPC | >= 1.14 | ✅ |
| gRPC | >= 1.6 | ✅ |
| SOFARPC | >= 5.4 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| Akka Actors | >= 2.3 | ✅ |
| Apache Pekko Actors | >= 1.0 | ✅ |
| Guava ListenableFuture | >= 10.0 | ✅ |
| Hystrix | >= 1.4 | ✅ |
| Kotlin Coroutines | >= 1.0 | ✅ |
| Project Reactor | >= 3.1 | ✅ |
| RxJava | >= 2.0.6 | ✅ |
| Scala ForkJoinPool | >= 2.8, < 2.12 | ✅ |
| Vert.x RxJava2 | >= 3.5 | ✅ |
| ZIO | >= 2.0 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| JBoss Log Manager | >= 1.1 | ✅ |
| Log4j 1 | >= 1.2 | ✅ |
| Log4j 2 | >= 2.0 | ✅ |
| Logback | >= 0.9.16 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| Dropwizard Metrics | >= 4.0 | ✅ |
| Micrometer | >= 1.5 | ✅ |
| OSHI | >= 5.0 | ✅ |
| Spring Boot Actuator | >= 2.0 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| Apache ShardingSphere ElasticJob | >= 3.0 | ✅ |
| PowerJob | >= 4.0 | ✅ |
| Quartz | >= 2.0 | ✅ |
| Spring Batch | >= 3.0, < 5.0 | ✅ |
| Spring Scheduling | >= 3.1 | ✅ |
| XXL-JOB | >= 1.9.2 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| Apache Commons Pool | >= 2.0 | ✅ |
| Spring Core | >= 2.0 | ✅ |
| Spring AOP | >= 1.2 | ✅ |
| Spring Security | >= 6.0 | ✅ |
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To check the library versions your application uses against these lists, run observe instrumentation audit in your project. See Check OpenTelemetry readiness with the Observe by Snowflake CLI.
