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 Python database client libraries and services for APM instrumentation:
| Library name | Supported versions | Trace Explorer | Catalog | Service Inspector | RED Metrics | Database Statements | Service Maps |
|---|
| asyncpg | >= 0.12.0 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| mysqlclient | < 3 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| psycopg2 | >= 2.7.3.1 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| PyMongo | >= 3.1, < 5.0 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| PyMySQL | < 2 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
Observe by Snowflake supports the following Python ORM libraries and services for APM instrumentation:
| Library name | Supported versions | Trace Explorer | Catalog | Service Inspector | RED Metrics | Database Statements | Service Maps |
|---|
| SQLAlchemy | >= 1.0.0, < 2.1.0 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
Observe by Snowflake supports the following Python 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 |
|---|
| aiohttp | ~= 3.0 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| Django | >= 2.0 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| FastAPI | ~= 0.92 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| Flask | >= 1.0 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
The libraries and frameworks in this section are supported by OpenTelemetry but are not certified for compatibility with Observe by Snowflake APM.
| Library name | Supported versions | Trace Explorer |
|---|
| pymemcache | >= 1.3.5, < 5.0.0 | ✅ |
| redis | >= 2.6.0 | ✅ |
| valkey 1️⃣ | >= 6.0.0, < 7.0.0 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| aiobotocore | >= 2.0.0, < 4.0.0 | ✅ |
| boto3 (Amazon SQS) | >= 1.0.0, < 2.0.0 | ✅ |
| botocore | >= 1.0.0, < 2.0.0 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| aiopg | >= 0.13.0, < 2.0.0 | ✅ |
| cassandra-driver (and scylla-driver) | >= 3.25.0, < 4.0.0 | ✅ |
| mysql-connector-python | >= 8.0.0 | ✅ |
| psycopg (Psycopg 3) | >= 3.1.0 | ✅ |
| pymssql | >= 2.1.5, < 3.0.0 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| Tortoise ORM | >= 0.17.0 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| OpenAI | >= 1.26.0 | ✅ |
| OpenAI Agents SDK 1️⃣ | >= 0.3.3 | ✅ |
| Vertex AI (google-cloud-aiplatform) | >= 1.64.0 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| HTTPX | >= 0.18.0 | ✅ |
| requests | >= 2.0.0, < 3.0.0 | ✅ |
| urllib3 | >= 1.0.0, < 3.0.0 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| aio-pika | >= 7.2.0, < 11.0.0 | ✅ |
| aiokafka | >= 0.8.0, < 1.0.0 | ✅ |
| Celery | >= 4.0.0, < 6.0.0 | ✅ |
| confluent-kafka | >= 1.8.2, < 3.0.0 | ✅ |
| kafka-python | >= 2.0.0, < 4.0.0 | ✅ |
| Pika (RabbitMQ) | >= 0.12.0 | ✅ |
| Remoulade | >= 0.50.0 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| Falcon | >= 1.4.1, < 5.0.0 | ✅ |
| Pyramid | >= 1.7.0 | ✅ |
| Starlette | >= 0.13.0 | ✅ |
| Tornado | >= 5.1.1 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| gRPC (grpcio) | >= 1.42.0 | ✅ |
| Library name | Supported versions | Trace Explorer |
|---|
| asyncclick | >= 8.0.0, < 9.0.0 | ✅ |
| Click | >= 8.1.3, < 9.0.0 | ✅ |
| Jinja2 | >= 2.7.0, < 4.0.0 | ✅ |
| structlog | >= 21.1.0 | ✅ |
1️⃣ Not set up by zero-code auto-instrumentation. Install its instrumentation package (opentelemetry-instrumentation-valkey-py or opentelemetry-instrumentation-openai-agents-v2) and enable it in your code.
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To check the package versions your application uses against these lists, run observe instrumentation audit in your project. See Check OpenTelemetry readiness with the Observe by Snowflake CLI.
