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Worker SDK for the Avtomatika orchestrator.

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Avtomatika Worker SDK

License: MIT Python 3.11+ Code Style: Ruff

The official SDK for creating workers compatible with the Avtomatika Orchestrator. It handles polling, heartbeats, S3 payload offloading, and graceful shutdown so you can focus on your business logic.

Installation

pip install avtomatika-worker

Extras:

  • pip install "avtomatika-worker[pydantic]" — for Pydantic-based parameter validation.
  • pip install "avtomatika-worker[dev]" — for development features like CLI --reload.

Quick Start

Option 1: CLI Usage (Recommended)

Define your worker in a Python module (e.g., app/main.py):

from avtomatika_worker import Worker

worker = Worker(worker_type="image-processor")

@worker.task("resize")
async def resize_image(params: dict, **kwargs):
    return {"status": "success", "data": {"result": "ok"}}

Run it using the built-in worker command:

export ORCHESTRATOR_URL="http://localhost:8080"
export WORKER_TOKEN="your-secret-token"

# Standard run
worker run --app app.main:worker

# Development mode with auto-reload
worker run --app app.main:worker --reload

Option 2: Programmatic Run

if __name__ == "__main__":
    worker.run_with_health_check()

Key Features

1. Structured Logging

The SDK supports both human-readable and JSON logging.

  • LOG_FORMAT=json — for production (ELK, Grafana Loki).
  • LOG_FORMAT=text — for development (default).
  • All logs automatically include worker_id, task_id, and job_id context.

2. Graceful Shutdown

Built-in handling of SIGTERM and SIGINT. When a signal is received, the worker:

  1. Enters "Drain Mode" (stops taking new tasks).
  2. Waits for active tasks to complete (configurable via WORKER_SHUTDOWN_TIMEOUT).
  3. Sends final heartbeats and closes connections.

3. File System & S3 Offloading

  • TaskFiles: Async helper for isolated task workspaces.
  • S3 Payload Offloading: Automatic download/upload of large files via S3 URIs in task parameters.

Configuration Reference

Variable Description Default
WORKER_ID Unique identifier for the worker instance. UUID
ORCHESTRATOR_URL Address of the orchestrator. http://localhost:8080
LOG_FORMAT Log format: text or json. text
LOG_LEVEL Minimum log level (DEBUG, INFO, etc). INFO
WORKER_SHUTDOWN_TIMEOUT Max seconds to wait for tasks during shutdown. 30.0
WORKER_ENABLE_WEBSOCKETS Enable real-time commands (e.g., cancellation). false
TASK_FILES_DIR Local directory for temporary S3 payloads. /tmp/payloads

Documentation

  • Development Guide — Detailed instructions on how to create custom workers, use middlewares, and handle S3 offloading.

Docker Usage

Use the provided Dockerfile for easy deployment:

docker build -t my-worker .
docker run -e ORCHESTRATOR_URL=... my-worker worker run --app app:worker

Development

Install development dependencies:

pip install -e .[test,dev]
pytest

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