import importlib
import importlib.util
import os
import types
import pip
from google.genai import types
import sys

from src.budget_manager import BudgetManager
from src.singleton import singleton
from src.utils.suppress_outputs import suppress_output
from tools.get_agents_tool import GetAgents
from tools.tool_deletor import ToolDeletor

toolsImported = []

TOOLS_DIRECTORY = os.path.abspath("./tools")

class Tool:
    def __init__(self, toolClass):
        suppress_output(self.load_tool)(toolClass)

    def load_tool(self, toolClass):
        self.tool = toolClass()
        self.inputSchema = self.tool.inputSchema
        self.name = self.inputSchema["name"]
        self.description = self.inputSchema["description"]
        self.dependencies = self.tool.dependencies
        for package in self.tool.dependencies:
            try:
                __import__(package.split('==')[0])
            except ImportError:
                print(f"Installing {package}")
                if '==' in package:
                    package = package.split('==')[0]
                pip.main(['install', package])

    def run(self, query):
        return self.tool.run(**query)

@singleton
class ToolLoader:
    toolsImported = []
    budget_manager = BudgetManager()

    def __init__(self):
        self.load_tools()
        self.load_costs()
    
    def load_costs(self):
        get_agents = GetAgents()
        agents = get_agents.run()["agents"]
        for agent in agents:
            agentConfig = agents[agent]
            if agentConfig["create_cost"] is not None:
                self.budget_manager.add_to_expense(agentConfig["create_cost"])
        for tool in self.toolsImported:
            if "create_cost" in tool.inputSchema:
                if tool.inputSchema["create_cost"] is not None:
                    self.budget_manager.add_to_expense(tool.inputSchema["create_cost"])

        print(f"Budget Remaining: {self.budget_manager.get_current_remaining_budget()}")

    def load_tools(self):
        newToolsImported = []
        for filename in os.listdir(TOOLS_DIRECTORY):
            if filename.endswith(".py") and filename != "__init__.py":
                module_name = filename[:-3]
                spec = importlib.util.spec_from_file_location(module_name, f"{TOOLS_DIRECTORY}/{filename}")
                foo = importlib.util.module_from_spec(spec)
                spec.loader.exec_module(foo)
                class_name = foo.__all__[0]
                toolClass = getattr(foo, class_name)
                toolObj = Tool(toolClass)
                newToolsImported.append(toolObj)
        self.toolsImported = newToolsImported

    def runTool(self, toolName, query):
        print(f"Budget Remaining: {self.budget_manager.get_current_remaining_budget()}")
        for tool in self.toolsImported:
            if tool.name == toolName:
                self.update_budget(query, tool.inputSchema)
                return tool.run(query)
        print(f"Budget Remaining: {self.budget_manager.get_current_remaining_budget()}")
        return {
            "status": "error",
            "message": f"Tool {toolName} not found",
            "output": None
        }
    
    def update_budget(self, query, inputSchema):
        if "creates" in inputSchema:
            selector = inputSchema["creates"]["selector"]
            if selector in query:
                create_cost = inputSchema["creates"]["types"][query[selector]]["create_cost"]
                if not self.budget_manager.can_spend(create_cost):
                    return {
                        "status": "error",
                        "message": f"Do not have enough budget to create the tool. "
                        +f"Creating the tool costs {create_cost} but only {self.budget_manager.get_current_remaining_budget()} is remaining",
                        "output": None
                    }
                self.budget_manager.add_to_expense(create_cost)
        if "invoke_cost" in inputSchema:
            invoke_cost = inputSchema["invoke_cost"]
            if not self.budget_manager.can_spend(invoke_cost):
                return {
                    "status": "error",
                    "message": f"Do not have enough budget to invoke the tool. "
                    +f"Invoking the tool costs {invoke_cost} but only {self.budget_manager.get_current_remaining_budget()} is remaining",
                    "output": None
                }

    def getTools(self):
        toolsList = []
        for tool in self.toolsImported:
            parameters = types.Schema()
            parameters.type = tool.inputSchema["parameters"]["type"]
            properties = {}
            for prop, value in tool.inputSchema["parameters"]["properties"].items():
                properties[prop] = types.Schema(
                    type=value["type"],
                    description=value["description"]
                )
            parameters.properties = properties
            parameters.required = tool.inputSchema["parameters"].get("required", [])
            function = types.FunctionDeclaration(
                name=tool.inputSchema["name"],
                description=tool.inputSchema["description"],
                parameters=parameters,
            )
            toolType = types.Tool(function_declarations=[function])
            toolsList.append(toolType)
        return toolsList
    
    def delete_tool(self, toolName, toolFile):
        try:
            tool_deletor = ToolDeletor()
            tool_deletor.run(name=toolName, file_path=toolFile)
            for tool in self.toolsImported:
                if tool.name == toolName:
                    self.toolsImported.remove(tool)
                    return {
                        "status": "success",
                        "message": f"Tool {toolName} deleted",
                        "output": None
                    }
        except Exception as e:
            return {
                "status": "error",
                "message": f"Tool {toolName} not found",
                "output": None
            }

toolLoader = ToolLoader()

# Example usage
# print(toolLoader.getTools())
# print(toolLoader.runTool("AgentCreator", {"agent_name": "Kunla","base_model":"llama3.2","system_prompt": "You love making the indian dish called Kulcha. You declare that in every conversation you have in a witty way." }))