#!/usr/bin/env python
import datetime
from random import randint
from datetime import time
import random
from typing import Optional
from crewai import Crew
from crewai.flow.flow import router, or_
from pydantic import BaseModel
from crewai.flow import Flow, listen, start
from engineering_team_using_flow.crews.engineering_crew.engineering_crew import (
    CodeReviewFeedback,
    EngineeringCrew,
)
from .shared_queue import TaskInfo, add_to_queue


class EngineeringState(BaseModel):
    module_name: str = ""
    business_requirement: str = ""
    technical_design: Optional[str] = ""
    backend_code: Optional[str] = ""
    frontend_code: Optional[str] = ""
    unit_test_code: Optional[str] = ""
    backend_code_review_feedbacks: list[CodeReviewFeedback] = []
    frontend_code_review_feedbacks: list[CodeReviewFeedback] = []


MAX_REVIEW_ITERATIONS = 3
BUSINESS_REQUIREMENTS: list[EngineeringState] = [
    EngineeringState(
        module_name="mod_series_eval",
        business_requirement="Create a web application that  allows the user to evaluate the first N terms of a given series and \
    multiply the total by X (default to 4). for instance, the series could be something like :\
    1 + 1/3 - 1/5 + 1/7 - 1/9 ... ",
    )
]


class EngineeringFlow(Flow[EngineeringState]):

    def __init__(self, module_name:str, business_requirement:str):
        super().__init__()
        self.module_name = module_name
        self.business_requirement = business_requirement

    @start()
    def generate_business_requirement(self):
        print("Generating business requirement")
        self.state.business_requirement = self.business_requirement
        self.state.module_name = self.module_name

        add_to_queue(
            TaskInfo(
                name="Gathering Business Requirements",
                type="markdown",
                output=f"Gathering Business Requirements for {self.state.module_name}...",
            )
        )

        # chosen_requirement = random.choice(BUSINESS_REQUIREMENTS)
        # self.state.business_requirement = chosen_requirement.business_requirement
        # self.state.module_name = chosen_requirement.module_name
        add_to_queue(
            TaskInfo(
                name="Gather Business Requirements",
                type="markdown",
                output=f"#### Business Requirements for {self.state.module_name}: \n{self.state.business_requirement}",
            )
        )

    @listen(generate_business_requirement)
    def design_product(self):
        print("Designing product for requirement: ", self.state)
        add_to_queue(
            TaskInfo(
                name="Generating Design",
                type="markdown",
                output=f"Designing the product ...",
            )
        )

        engineeringCrew = EngineeringCrew()

        mycrew = Crew(
            agents=[engineeringCrew.development_lead()],
            tasks=[engineeringCrew.design_task()],
        )
        result = mycrew.kickoff(
            inputs={
                "id": self.state.id,
                "requirement": self.state.business_requirement,
                "module_name": self.state.module_name,
                "review_comments": "",
            }
        )

        print("Product Design Created", result.raw)
        self.state.technical_design = result.raw
        add_to_queue(
            TaskInfo(
                name="Generate Design",
                type="markdown",
                output=f"{self.state.technical_design}",
            )
        )

    @listen(or_("design_product", "REWRITE_BACKEND_CODE"))
    def develop_backend(self):
        print("Developing backend : ", self.state)
        add_to_queue(
            TaskInfo(
                name="Generating Backend Code",
                type="markdown",
                output=f"Generating Backend Code ...",
            )
        )
        engineeringCrew = EngineeringCrew()

        mycrew = Crew(
            agents=[engineeringCrew.backend_engineer()],
            tasks=[engineeringCrew.backend_coding_task()],
        )
        result = mycrew.kickoff(
            inputs={
                "id": self.state.id,
                "requirement": self.state.business_requirement,
                "module_name": self.state.module_name,
                "review_comments": (
                    self.state.backend_code_review_feedbacks[
                        -1
                    ].review_comments_markdown
                    if self.state.backend_code_review_feedbacks
                    else ""
                ),
            }
        )

        print("Backend Code Created", result.raw)
        self.state.backend_code = result.raw
        add_to_queue(
            TaskInfo(
                name="Generate Backend Code",
                type="markdown",
                output=f"#### Backend Code for {self.state.module_name}: \n ```{self.state.backend_code}\n```",
            )
        )
        return "BACKEND_CODE_CREATED"

    @router(develop_backend)
    def review_backend_code(self):
        print("Reviewing backend code : ", self.state)
        if len(self.state.backend_code_review_feedbacks) >= MAX_REVIEW_ITERATIONS:
            add_to_queue(
                TaskInfo(
                    name="Maximum Iterations Exceeded!",
                    type="markdown",
                    output=f"#### Maximum Iterations Exceeded!",
                )
            )
            return "MAX_REVIEW_ITERATIONS_EXCEEDED"
        engineeringCrew = EngineeringCrew()
        add_to_queue(
            TaskInfo(
                name="Reviewing Backend Code",
                type="markdown",
                output=f"Reviewing Backend Code ...",
            )
        )

        mycrew = Crew(
            agents=[engineeringCrew.code_reviewer()],
            tasks=[engineeringCrew.code_review_task()],
        )
        if self.state.backend_code_review_feedbacks is None:
            self.state.backend_code_review_feedbacks = []

        result = mycrew.kickoff(
            inputs={
                "id": self.state.id,
                "requirement": self.state.business_requirement,
                "module_name": self.state.module_name,
                "backend_code": self.state.backend_code,
                "iteration": len(self.state.backend_code_review_feedbacks),
            }
        )

        codeReviewFeedback: CodeReviewFeedback = result.tasks_output[0].pydantic  # type: ignore[index]
        print(codeReviewFeedback)
        add_to_queue(
            TaskInfo(
                name="Generate Backend Code Review",
                type="markdown",
                output=f"#### Backend Code Review Iteration {len(self.state.backend_code_review_feedbacks)} for {self.state.module_name}: \n{codeReviewFeedback.review_comments_markdown}",
            )
        )
        self.state.backend_code_review_feedbacks.append(codeReviewFeedback)

        if codeReviewFeedback.passed_review:
            return "BACKEND_CODE_REVIEWED"
        else:
            return "REWRITE_BACKEND_CODE"

    @listen(or_("BACKEND_CODE_REVIEWED", "REWRITE_FRONTEND_CODE"))
    def develop_frontend(self):
        print("Developing frontend : ", self.state)
        add_to_queue(
            TaskInfo(
                name="Developing Frontend Code",
                type="markdown",
                output=f"Developing Frontend Code ...",
            )
        )
        engineeringCrew = EngineeringCrew()

        mycrew = Crew(
            agents=[engineeringCrew.frontend_engineer()],
            tasks=[engineeringCrew.frontend_coding_task()],
        )
        result = mycrew.kickoff(
            inputs={
                "id": self.state.id,
                "requirement": self.state.business_requirement,
                "module_name": self.state.module_name,
                "review_comments": (
                    self.state.frontend_code_review_feedbacks[
                        -1
                    ].review_comments_markdown
                    if self.state.frontend_code_review_feedbacks
                    else ""
                ),
            }
        )

        print("Frontend Code Created", result.raw)
        self.state.frontend_code = result.raw
        add_to_queue(
            TaskInfo(
                name="Generate Frontend Code",
                type="markdown",
                output=f"#### Frontend Code for {self.state.module_name}:\n ```{self.state.frontend_code}```",
            )
        )
        return "FRONTEND_CODE_CREATED"

    @router(develop_frontend)
    def review_frontend_code(self):
        print("Reviewing frontkend code : ", self.state)
        if len(self.state.frontend_code_review_feedbacks) >= MAX_REVIEW_ITERATIONS:
            add_to_queue(
                TaskInfo(
                    name="Maximum Iterations Exceeded!",
                    type="markdown",
                    output=f"#### Maximum Iterations Exceeded!",
                )
            )
            return "MAX_REVIEW_ITERATIONS_EXCEEDED"
        engineeringCrew = EngineeringCrew()
        add_to_queue(
            TaskInfo(
                name="Reviewing Frontend Code",
                type="markdown",
                output=f"Reviewing Frontend Code ...",
            )
        )

        mycrew = Crew(
            agents=[engineeringCrew.code_reviewer()],
            tasks=[engineeringCrew.frontend_code_review_task()],
        )
        if self.state.frontend_code_review_feedbacks is None:
            self.state.frontend_code_review_feedbacks = []

        result = mycrew.kickoff(
            inputs={
                "id": self.state.id,
                "requirement": self.state.business_requirement,
                "module_name": self.state.module_name,
                "frontend_code": self.state.frontend_code,
                "iteration": len(self.state.frontend_code_review_feedbacks),
            }
        )

        codeReviewFeedback: CodeReviewFeedback = result.tasks_output[0].pydantic  # type: ignore[index]
        print(codeReviewFeedback)
        add_to_queue(
            TaskInfo(
                name="Generate Frontend Code Review",
                type="markdown",
                output=f"#### Frontend Code Review Iteration {len(self.state.frontend_code_review_feedbacks)} for {self.state.module_name}: \n{codeReviewFeedback.review_comments_markdown}",
            )
        )
        self.state.frontend_code_review_feedbacks.append(codeReviewFeedback)

        if codeReviewFeedback.passed_review:
            return "FRONTEND_CODE_REVIEWED"
        else:
            return "REWRITE_FRONTEND_CODE"

    @listen("FRONTEND_CODE_REVIEWED")
    def write_test_cases(self):
        print("Writing test cases : ", self.state)
        add_to_queue(
            TaskInfo(
                name="Writing Test Cases",
                type="markdown",
                output=f"Writing Test Cases ...",
            )
        )
        engineeringCrew = EngineeringCrew()

        mycrew = Crew(
            agents=[engineeringCrew.test_engineer()],
            tasks=[engineeringCrew.test_preparation_task()],
        )
        result = mycrew.kickoff(
            inputs={
                "id": self.state.id,
                "requirement": self.state.business_requirement,
                "module_name": self.state.module_name,
                "backend_code": self.state.backend_code,
                "frontend_code": self.state.frontend_code,
            }
        )

        self.state.unit_test_code = result.raw
        add_to_queue(
            TaskInfo(
                name="Generate Test Cases",
                type="markdown",
                output=f"#### Test Cases for {self.state.module_name}: \n```{self.state.unit_test_code}```",
            )
        )

        return "TEST_CASES_PREPARED"


def kickoff():
    engineering_flow = EngineeringFlow()
    engineering_flow.kickoff()


def plot():
    engineering_flow = EngineeringFlow()
    engineering_flow.plot()


if __name__ == "__main__":
    kickoff()