Instrumentation

✅ aio-pika ✅ aiohttp-client ✅ aiohttp-server ✅ aiopg ✅ asgi ✅ asyncio ✅ asyncpg ✅ aws-lambda ✅ boto ✅ boto3sqs ✅ botocore ✅ cassandra ✅ celery ✅ confluent-kafka ✅ dbapi ✅ django ✅ elasticsearch ✅ falcon ✅ fastapi ✅ flask ✅ grpc ✅ httpx ✅ jinja2 ✅ kafka-python ✅ logging ✅ loguru ✅ mysql ✅ mysqlclient ✅ pika ✅ psycopg ✅ psycopg2 ✅ pymemcache ✅ pymongo ✅ pymysql ✅ pyramid ✅ redis ✅ remoulade ✅ requests ✅ sklearn ✅ sqlalchemy ✅ sqlite3 ✅ starlette ✅ system-metrics ✅ threading ✅ tornado ✅ tortoiseorm ✅ urllib ✅ urllib3 ✅ wsgi

✅ amqplib ✅ aws-lambda ✅ aws-sdk ✅ bunyan ✅ cassandra-driver ✅ connect ✅ cucumber ✅ dataloader ✅ dns ✅ express ✅ fastify ✅ generic-pool ✅ graphql ✅ grpc ✅ hapi ✅ http ✅ ioredis ✅ knex ✅ koa ✅ lru-memoizer ✅ memcached ✅ mongodb ✅ mongoose ✅ mysql ✅ mysql2 ✅ nestjs-core ✅ net ✅ pg ✅ pino ✅ redis ✅ restify ✅ socket.io ✅ undici ✅ winston

✅ OpenAI / Azure OpenAI ✅ Anthropic ✅ Cohere ✅ Ollama ✅ Mistral AI ✅ HuggingFace ✅ Bedrock (AWS) ✅ Replicate ✅ Vertex AI (GCP) ✅ Google Generative AI (Gemini) ✅ IBM Watsonx AI ✅ Together AI ✅ Aleph Alpha ✅ Chroma ✅ Pinecone ✅ Qdrant ✅ Weaviate ✅ Milvus ✅ Marqo ✅ LangChain ✅ LlamaIndex ✅ Haystack ✅ LiteLLM

Use Python’s native logging library to log messages in your code.

import logging
logger = logging.getLogger(__name__)
 
# Message gets logged to IUDEX and Slack
logger.info("Hello IUDEX!", extra={"iudex.slack_channel_id": "YOUR_SLACK_CHANNEL_ID"})

Any attribute in the extra dictionary will be filterable in the IUDEX dashboard. This is a great place to put data like request id and user id.

Use console or emitOtelLog to log messages in your code.

import { emitOtelLog } from 'iudex'; // Also works for 'iudex-web'
 
// Message gets logged to IUDEX and Slack
console.log('Hello IUDEX!', { ctx: { 'iudex.slack_channel_id': 'YOUR_SLACK_CHANNEL_ID' } });
 
// Emits the same thing
emitOtelLog({ level: 'info', body: 'Hello IUDEX!', { 'iudex.slack_channel_id': 'YOUR_SLACK_CHANNEL_ID' }});

Any attributes in the ctx key of an object logged to console will be filterable in the IUDEX dashboard. This is a great place to put data like request id and user id.

You can trace your function by annotating it with trace.

For example:

def my_function(arg1):
  pass

turns into

from iudex import trace
 
@trace
def my_function(arg1):
  pass

You can trace your function by wrapping it with withTracing.

For example:

function myFunction(arg1: string) {
  // do something
}

turns into

import { withTracing } from 'iudex';
 
const myFunction = withTracing(async (arg1: string) => {
  // do something
}, { name: 'myFunction', trackArgs: true });