iudex

IUDEX Node

Next generation observability. For browser / worker compatible IUDEX, use iudex-web

Supported libraries

✅ aws-api-gateway ✅ console ✅ pino-http ✅ trpc

Supported libraries from OTel:

✅ 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

Supported libraries from OpenLLMetry:

✅ @azure/openai ✅ @anthropic-ai/sdk ✅ @aws-sdk/client-bedrock-runtime ✅ @google-cloud/vertexai ✅ @qdrant/js-client-rest ✅ chromadb ✅ cohere-ai ✅ langchain ✅ llamaindex ✅ openai ✅ pinecone-client

Table of contents

• IUDEX Node
  • Supported libraries
  • Table of contents
• Getting Started
  • Autoinstrumented libraries
  • Express
  • Fastify
  • TRPC
  • Lambda
    • With API Gateway
  • Pino
    • Multiple Destinations
  • Console
  • Custom logger
  • Tracing functions
• Slack Alerts
• API reference
  • instrument
    • Options
  • emitOtelLog
    • Options
  • trackAttribute
  • withTracing
    • Example
    • Arguments
  • useTracing
    • Example

Getting Started

Instrumenting your code with Iudex just takes a few steps.

• Install dependencies.

npm install iudex

• Follow the below instructions for your frameworks or use autoinstrumentation.
• Make sure your app has access to the environment variable IUDEX_API_KEY. You can manually add this to instrument as well if you use something like a secrets manager.
• You should be all set! Go to https://app.iudex.ai/ and enter your API key.
• Go to https://app.iudex.ai/logs and press Search to view your logs.

Autoinstrumented libraries

Add this code to the top your entrypoint file (likely index.ts).

import { instrument } from 'iudex';
instrument({
  serviceName: 'YOUR_SERVICE_NAME', // highly encouraged
  env: 'prod', // dev, local, etc
  publicWriteOnlyIudexApiKey: 'YOUR_PUBLIC_WRITE_ONLY_KEY', // only ever commit your WRITE ONLY key
});
// ^ run above your other imports

You should be all set! Iudex will now record logs and trace the entire life cycle for each request.

Go to https://app.iudex.ai/ to start viewing your logs and traces!

For libraries that are not autoinstrumented or if your project uses "type": "module", follow the instructions from the table of contents for that specific library.

Express

Add this code snippet to the top of your server file (likely app.ts or index.ts).

import { instrument } from 'iudex';
instrument({
  serviceName: 'YOUR_SERVICE_NAME', // highly encouraged
  env: 'prod', // dev, local, etc
  publicWriteOnlyIudexApiKey: 'YOUR_PUBLIC_WRITE_ONLY_KEY', // only ever commit your WRITE ONLY key
});
// ^ run above your other imports

Fastify

Add this code snippet to the top of your server file (likely server.ts), add iudexFastify.logger to the Fastify config.

import { instrument, iudexFastify } from 'iudex';
instrument({
  serviceName: 'YOUR_SERVICE_NAME', // highly encouraged
  env: 'prod', // dev, local, etc
  publicWriteOnlyIudexApiKey: 'YOUR_PUBLIC_WRITE_ONLY_KEY', // only ever commit your WRITE ONLY key
});
// ^ run above your other imports

const fastify = Fastify({
  logger: {
    ...iudexFastify.logger,
    level: 'info',
  },
});

TRPC

TRPC instrumentation automatically works with pino-http on your server.

If you want to log using custom middleware, you can write your own middleware.

const loggedProcedure = publicProcedure.use(withTracing((opts) => {
  trackAttribute('path', opts.path);
  trackAttribute('type', opts.type);
  return opts.next();
}));

We are in the process of making this better.

Lambda

• Add this code snippet to the top of your handler file.

import { instrument, iudexAwsLambda } from 'iudex';
const { withTracing } = iudexAwsLambda;
instrument({
  serviceName: 'YOUR_SERVICE_NAME', // highly encouraged
  env: 'prod', // dev, local, etc
  publicWriteOnlyIudexApiKey: 'YOUR_PUBLIC_WRITE_ONLY_KEY', // only ever commit your WRITE ONLY key
});
// ^ run above your other imports

• Wrap all lambda functions you want traced with withTracing.

export const handler = withTracing(
  // Your handler function goes here
);

With API Gateway

If you use AWS API Gateway along with lambdas, instead import iudexAwsApiGateway and wrap your lambda functions the same way using withTracing.

import { instrument, iudexAwsApiGateway } from 'iudex';
const { withTracing } = iudexAwsApiGateway;
instrument({
  serviceName: 'YOUR_SERVICE_NAME', // highly encouraged
  env: 'prod', // dev, local, etc
  publicWriteOnlyIudexApiKey: 'YOUR_PUBLIC_WRITE_ONLY_KEY', // only ever commit your WRITE ONLY key
});
// ^ run above your other imports

Pino

Call instrument before instantiating the pino logger. Create your logger using iudexPino.args which will add IUDEX as an output destination for pino.

import { iudexPino } from 'iudex';
import pino from 'pino';

const logger = pino(...iudexPino.args);

Multiple Destinations

If you have configured pino options or destinations, use iudexPino.options and iudexPino.destination for fine-grained control.

• iudexPino.options sets the mixin property
• iudexPino.destination sets the write property

import { iudexPino } from 'iudex';
import pino from 'pino';

const write = str => {
  iudexPino.destination.write(str);
  console.log(str);
};
const logger = pino(iudexPino.options, { write });

Console

Add this code snippet to the top your entry point file (likely index.ts). Skip this step if you already call instrument on your server.

import { instrument } from 'iudex';
instrument({
  serviceName: 'YOUR_SERVICE_NAME', // highly encouraged
  env: 'prod', // dev, local, etc
  publicWriteOnlyIudexApiKey: 'YOUR_PUBLIC_WRITE_ONLY_KEY', // only ever commit your WRITE ONLY key
});
// ^ run above your other imports

Objects with the key ctx will have values in ctx added as attributes to the log. Example:

console.log('hello', { ctx: { userId: '123' } })

will create a log line with the userId attribute set to 123.

Custom logger

Use emitOtelLog to send logs to iudex. You have have called instrument somewhere before emitOtelLog.

import { emitOtelLog } from 'iudex';

/**
 * Custom logger example
 */
function createLogger(level: keyof typeof console) {
  return function logger(body: string, attributes: Record<string, any>) {
    console[level](body, attributes);
    emitOtelLog({ level, body, attributes })
  };
}

Tracing functions

Its recommended that you trace functions that are not called extremely frequently and that tend to be entry points for complex functionality. Examples of this are API routes, service controllers, and database clients. You can trace your function by wrapping it with withTracing.

import { withTracing } from 'iudex';

const myFunction = withTracing(async () => {
  console.log('I am traced');
}, { name: 'myFunction', trackArgs: true });

await myFunction();
// console: I am traced

Anytime myFunction is called, it will create a span layer in a trace. trackArgs will also track the arguments for the function. Tracked arguments will be truncated at 5000 characters. If you want to track specific parameters, it is recommended that you log them at the beginning of the function.

Slack Alerts

You can easily configure Slack alerts on a per-log basis with custom filters an logic by adding it in code.

• Visit https://app.iudex.ai/logs and click on the Add to Slack button in the top right.

• Once installed to your workspace, tag your logs with the iudex.slack_channel_id attribute.

// Example using logger
logger.info({ 'iudex.slack_channel_id': 'YOUR_SLACK_CHANNEL_ID' }, 'Hello from Slack!');
// Example using console, you must set { ctx }
console.log('Hello from Slack!', { ctx: { 'iudex.slack_channel_id': 'YOUR_SLACK_CHANNEL_ID' } });

• Your channel ID can be found by clicking the name of the channel in the top left, then at the bottom of the dialog that pops up.

• As long as the channel is public or you've invited the IUDEX app, logs will be sent as messages to their tagged channel any time they are logged.

API reference

The iudex package contains the function instrument which automatically attaches to libraries you use and starts sending trace data to iudex. Separately, logs sent via console are also sent. If you use another logger library, find its instrumentation instructions or manually call emitOtelLog to send a log.

instrument

instrument is a function that automatically attaches to libraries you use and starts sending trace data to iudex.

Options

• baseUrl?: string
  • Sets the url to send the trace and log events to.
  • By default this is api.iudex.ai.
• iudexApiKey?: string
  • Sets the api key which is required to send logs.
  • By default this looks for an api key in process.env.IUDEX_API_KEY.
• serviceName?: string
  • Sets the service name for the instrumented logs.
  • While optional, setting this is highly recommended.
• instanceId?: string
  • Sets the id of the runtime instance.
• gitCommit?: string
  • Sets the associated git commit hash for the runtime.
  • This is optional but setting it will help track deployments.
  • By default this parses the commit from the runtime's git instance if available.
• githubUrl?: string
  • Sets the GitHub url so logs with associated filenames can be hyperlinked.
  • Git commit hash is also required for the hyperlinking.
• env?: string
  • Sets the environment of the logs and traces
  • While optional, this is highly recommended because separating development vs production logs denoises both.
  • By default uses process.env.NODE_ENV
• headers?: Record<string, string>
  • Merges into the header object for the fetch that targets the baseUrl.
• settings?: Record<string, boolean>
  • Optionally turn off specified instrumentations by setting it to false.
    • instrumentConsole

emitOtelLog

emitOtelLog is a function that sends a log to iudex.

Options

• level: string
  • Sets level (INFO, WARN, ERROR, FATAL, DEBUG) of the log.
• body: any
  • Sets the content of the log.
• severityNumber?: number
  • Sets the severity of the log as a number.
  • level overwrites this.
• attributes?: Record<string, any>
  • Sets attributes of the log.
    • We highly recommend sending at least userId and requestId.
    • We suggest sending function or file name.
  • Attributes cannot contain nonserializable objects.

trackAttribute

trackAttribute adds an attribute to the current active span.

• key: string
• value: any

withTracing

withTracing instruments a function by wrapping with a trace context. Wrapped functions can be called elsewhere and will always be traced.

Example

import { withTracing } from 'iudex';

const myFunction = withTracing(async () => {
  console.log('I am traced');
}, { name: 'myFunction' });

await myFunction();
// console: I am traced

Arguments

• fn: Function
  • Function to trace.
• opts
  • name?: string
    • Name of the trace.
  • trackArgs?: boolean
    • Toggles whether or not to track arguments passed into the function.
    • Tracked args are stored in attributes.arg or attributes.args if there are multiple arguments.
    • Defaults to false.
  • attributes?: Record<string, any>
    • Sets attributes of the trace.
  • setSpan?: (span: Span, ret: ReturnType<Function>) => void
    • Overrides handling the span.

useTracing

useTracing instruments and runs a function with trace context. The arguments are the same as withTracing

Example

import { useTracing } from 'iudex';

await useTracing(async () => {
  console.log('I am traced');
}, { name: 'myFunction' });

// console: I am traced