Scale Procurement Task Distribution with Semantic Kernel and Prefect

                      
                     
from typing import Dict, Any
import os
from prefect import flow, task
from semantic_kernel import Kernel

# Configuration
api_key = os.getenv('SEMANTIC_KERNEL_API_KEY')  # Securely get API key from environment

# Initialize Semantic Kernel
kernel = Kernel(api_key)

@task
def fetch_procurement_tasks() -> Dict[str, Any]:
    # Simulate fetching tasks from an external service
    tasks = [
        {'task_id': 1, 'action': 'buy', 'item': 'laptop'},
        {'task_id': 2, 'action': 'buy', 'item': 'monitor'},
        {'task_id': 3, 'action': 'sell', 'item': 'old_phone'}
    ]
    return tasks

@task
def distribute_tasks(tasks: Dict[str, Any]) -> None:
    # Distribute tasks using Semantic Kernel
    for task in tasks:
        try:
            result = kernel.execute(task['action'], task['item'])  # Execute task
            print(f"Executed {task['action']} for {task['item']}: {result}")
        except Exception as e:
            print(f"Error executing task {task['task_id']}: {str(e)}")

@flow
def run_procurement_flow() -> None:
    tasks = fetch_procurement_tasks()  # Fetch procurement tasks
    distribute_tasks(tasks)  # Distribute fetched tasks

if __name__ == '__main__':
    run_procurement_flow()