from helpers.f5_model import f5_model
from pydantic import BaseModel, Field
from typing import List

class StackComponent(BaseModel):
    service: str
    description: str

class SoluctionStack(BaseModel):
    computer_processing: List[StackComponent]
    data_management_storage: List[StackComponent]
    network_security: List[StackComponent]
    app_integration_management: List[StackComponent]

async def generate_soluction_stack(data):
    prompt = (
        f"Requirements: {data.requirements}\n"
        f"Additional Features: {data.additional_feature} \n"
        "Generate a comprehensive cloud solution stack with the following components:\n"
        "1. Computer Processing\n"
        "2. Data Management and Storage\n"
        "3. Network Security\n"
        "4. Application Integration and Management"
    )
    
    response = await f5_model.generate_response(prompt)
    # Parse the response into SoluctionStack structure
    stack_dict = parse_stack_response(response)
    return SoluctionStack(**stack_dict)

def parse_stack_response(response: str) -> dict:
    # Add parsing logic here to convert F5 model output to SoluctionStack format
    # This is a placeholder implementation
    return {
        "computer_processing": [],
        "data_management_storage": [],
        "network_security": [],
        "app_integration_management": []
    }