Automatic Instrumentation

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Supported Versions

Odigos uses the official opentelemetry-python-instrumentation OpenTelemetry Auto Instrumentation, thus it supports the same Python versions as this project.

• In the enterprise version, Odigos leverages eBPF to enhance performance in the Python instrumentation process.
• Python runtime versions 3.8 and above are supported.

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Traces

Odigos will automatically instrument your Python services to record and collect spans for distributed tracing, by utilizing the OpenTelemetry Python official auto Instrumentation Libraries.

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Instrumentation Libraries

The following Python modules will be auto instrumented by Odigos:

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Database Clients, ORMs, and Data Access Libraries

• aiopg versions aiopg >= 0.13.0, < 2.0.0
• dbapi
• mysql version mysql-connector-python >= 8.0.0, < 9.0.0
• mysqlclient version mysqlclient < 3.0.0
• psycopg versions psycopg >= 3.1.0
• psycopg2 versions psycopg2 >= 2.7.3.1
• pymemcache versions pymemcache >= 1.3.5, < 5.0.0
• pymssql versions pymssql >= 2.1.5, < 3
• pymongo versions pymongo >= 3.1, < 5.0.0
• pymysql versions pymysql < 2.0.0
• redis versions redis >= 2.6
• sqlalchemy
• sqlite3
• tortoiseorm versions tortoise-orm >= 0.17.0, pydantic >= 1.10.2
• cassandra versions cassandra-driver >= 3.25.0, < 4.0.0, scylla-driver >= 3.25.0, < 4.0.0
• elasticsearch versions elasticsearch >= 6.0.0
• asyncpg versions asyncpg >= 0.12.0

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HTTP Frameworks

• asgi versions asgiref >= 3.0.0, < 4.0.0
• django versions django >= 1.10.0
  Please note that for Django instrumentation to work, you need to set the DJANGO_SETTINGS_MODULE environment variable. Make sure to set this in your Kubernetes manifest or Dockerfile to ensure proper configuration.
• fastapi versions fastapi >= 0.58.0, < 0.59.0, fastapi-slim >= 0.111.0, < 0.112.0
• flask versions flask >= 1.0.0
• pyramid versions pyramid >= 1.7.0
• starlette versions starlette >= 0.13.0, < 0.14.0
• falcon versions falcon >= 1.4.1, < 3.1.2
• tornado versions tornado >= 5.1.1

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HTTP Clients

• aiohttp-client versions aiohttp >= 3.0.0, < 4.0.0
• httpx versions httpx >= 0.18.0
• requests versions requests >= 2.0.0, < 3.0.0
• urllib
• urllib3 versions urllib3 >= 1.0.0, < 3.0.0

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Messaging Systems Clients

• aio-pika versions aio_pika >= 7.2.0, < 10.0.0
• celery versions celery >= 4.0.0, < 6.0.0
• confluent-kafka versions confluent-kafka >= 1.8.2, <= 2.4.0
• kafka-python versions kafka-python >= 2.0.0
• pika versions pika >= 0.12.0
• remoulade versions remoulade >= 0.50.0

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RPC (Remote Procedure Call)

• grpc versions grpcio >= 1.27.0, < 2.0.0

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Web Servers

• aiohttp-server versions aiohttp >= 3.0.0, < 4.0.0
• wsgi

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Cloud Services and SDKs

• boto versions boto >= 2.0.0, < 3.0.0
• boto3sqs versions boto3 >= 1.0.0, < 2.0.0
• botocore versions botocore >= 1.0.0, < 2.0.0

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Framework and Library Utilities

• jinja2 versions jinja2 >= 2.7, < 4.0

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Other

• asyncio
• click versions click >= 8.1.3, < 9.0.0

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Gen AI

• openai

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Loggers

Automatic injection of trace context (trace id and span id) into log records for the following loggers:

• logging