Skip to main content

Documentation Index

Fetch the complete documentation index at: https://iii.dev/docs/llms.txt

Use this file to discover all available pages before exploring further.

In this tutorial you will learn how iii makes it unreasonably simple to build and extend systems.
Make sure you have installed iii before proceeding. If you haven’t then visit the Install guide first.

​
1. Create the project

iii project init quickstart --template quickstart
cd quickstart
This creates the two workers that you’ll run: a Python worker that adds two numbers and stores the sum in state, and a TypeScript worker that exposes an http endpoint and calls the Python worker through the iii engine. 
workers/
  math-worker/
    math_worker.py      # Python worker
  caller-worker/
    src/worker.ts       # TypeScript worker

​
2. Start the engine

iii --config config.yaml
The engine is now listening on ws://localhost:49134. Keep this terminal open and open a second terminal in the quickstart directory for the remaining commands.

​
3. Start the Python worker

Workers only need a WebSocket connection to the iii engine. They can run locally, in the cloud, replicated in kubernetes, or anywhere else.
iii worker add ./workers/math-worker
You should see: 
✓ Worker math-worker added to config.yaml
Path  /Users/tony/iii/projects/testing/quickstart/workers/math-worker
✓ Using cached deps (use --force to reinstall)
✓ math-worker started (pid: 12345)
✓ Worker auto-started
This worker registered the function math::add with the engine. You could call this function right now using the command below. 
iii trigger math::add a=2 b=3
However this is not much different than running an equivalent script on its own. The utility of iii comes from being able to place any functionality into a worker and then compose that worker with other workers through the engine, regardless of where each one runs or what language it’s written in.
Workers need a moment to install their runtime dependencies after being added. If you see "message": "Function math::add not found", wait a few seconds and try again.

​
4. Start the TypeScript worker

iii worker add ./workers/caller-worker
You should see: 
✓ Worker caller-worker added to config.yaml
Path  /Users/tony/iii/projects/testing/quickstart/workers/caller-worker
✓ Using cached deps (use --force to reinstall)
✓ caller-worker started (pid: 23456)
✓ Worker auto-started
This worker registered the function math::add_two_numbers with the engine.

​
5. Call across languages

Call the TypeScript worker. It will call the Python worker through the engine and return the result: 
iii trigger math::add_two_numbers a=10 b=20

{ "c": 30 }

​
6. Add state

The iii worker add command incrementally adds workers from the registry to your running system. Start by adding the state worker, which gives every function access to a persistent key-value store. From the folder containing iii’s config.yaml run: 
iii worker add iii-state
Now open workers/math-worker/math_worker.py in your code editor and uncomment the state block so the handler looks like this: 
def add_handler(payload: dict) -> dict:
    a = payload.get("a", 0)
    b = payload.get("b", 0)
    logger.info(f"math::add called in Python with a={a}, b={b}")
    result = {"c": a + b}

    running_total = worker.trigger(
        {
            "function_id": "state::get",
            "payload": {"scope": "math", "key": "running_total"},
        }
    )
    new_total = (running_total or 0) + result["c"]
    worker.trigger(
        {
            "function_id": "state::set",
            "payload": {"scope": "math", "key": "running_total", "value": new_total},
        }
    )
    result["running_total"] = new_total

    return result
Save the file and call the function a few times: 
iii trigger math::add a=2 b=3

{ "c": 5, "running_total": 5 }

iii trigger math::add a=10 b=20

{ "c": 30, "running_total": 35 }
The running total persists across every call, including calls that arrive through math::add_two_numbers.

​
7. Add HTTP endpoints

Now let’s add an HTTP worker to expose your functions as REST endpoints. From the folder containing iii’s config.yaml run: 
iii worker add iii-http
Open workers/caller-worker/src/worker.ts and uncomment the HTTP block at the bottom of the file: 
worker.registerFunction(
  "http::add_two_numbers",
  async (payload: { body: { a: number; b: number } }) => {
    const result = await worker.trigger({
      function_id: "math::add_two_numbers",
      payload: payload.body,
    });
    return {
      status_code: 200,
      body: { c: result.c, running_total: result.running_total },
      headers: { "Content-Type": "application/json" },
    };
  },
);

worker.registerTrigger({
  type: "http",
  function_id: "http::add_two_numbers",
  config: { api_path: "/math/add-two-numbers", http_method: "POST" },
});
Save the file, then call the new endpoint with curl: 
curl -X POST http://localhost:3111/math/add-two-numbers \
  -H 'Content-Type: application/json' \
  -d '{"a": 100, "b": 200}'

{ "c": 300, "running_total": 335 }
The same functions that respond to iii trigger now also respond to HTTP requests with no code changes to the handlers themselves.

​
How it works

For a walkthrough of how the engine, workers, functions, and triggers in this scaffold fit together, see Understanding iii. It uses this project as the worked example.
Open the iii Console with iii console in a new terminal: an interactive UI for workers, functions, triggers, logs, traces, and state. See the full Console documentation for details.

​
Next Steps

You scaffolded a project, started two workers in different languages, called functions across them, added persistent state, and exposed everything over HTTP, all by incrementally adding workers to a running system.

Use iii

Learn how to use iii in production.

Understanding iii

Understand functions, triggers, and workers from a conceptual point of view.