import logging
import re
from pathlib import Path
from pydub import AudioSegment, silence
from openai import OpenAI
import time
from sys import exit


def get_api_key() -> str:
    try:
        with open("apikey.secret") as f:
            api_key = f.read().strip()
            if api_key == "":
                raise ValueError(
                    "API key not found. Please provide your API key in the file 'apikey.secret'."
                )
            return api_key
    except FileNotFoundError:
        raise ValueError(
            "Couldn't read API key from file 'apikey.secret'. Does it exist? Alternatively, use the argument '--api-key' to provide your API key."
        )


class AudioGenerator:
    def __init__(
        self,
        parsed_data,
        output_file,
        default_silence=650,
        ai_provider="openai",
        api_key=None,
    ):
        self.parsed_data = parsed_data
        self.output_file = output_file
        self.default_silence = default_silence
        self.sections = {}
        self.current_section = None

        if not api_key:
            api_key = get_api_key()

        match ai_provider:
            case "openai":
                self.client = OpenAI(api_key=api_key)
            case "zuki":
                self.client = OpenAI(
                    base_url="https://zukijourney.xyzbot.net/v1", api_key=api_key
                )
            case _:
                raise ValueError(f"Unsupported AI provider: {ai_provider}")

    def validate_voices(self):
        """Check if all voices in the parsed data are valid."""
        valid_voices = ["alloy", "echo", "fable", "onyx", "nova", "shimmer"]
        invalid_voices = set()

        for item in self.parsed_data:
            if item["type"] == "voice" and item["voice"] not in valid_voices:
                invalid_voices.add(item["voice"])

        if invalid_voices:
            raise ValueError(f"Invalid voice(s) found: {', '.join(invalid_voices)}")
        print("All voices are valid.")

    def validate_sections(self):
        """Check if all sections used are defined beforehand."""
        used_sections = set()
        defined_sections = set()
        section_errors = []

        for item in self.parsed_data:
            if item["type"] == "section_start":
                defined_sections.add(item["section_id"])
            elif item["type"] == "insert_section":
                section_id = item["section_id"]
                if section_id not in defined_sections:
                    section_errors.append(
                        f"Section {section_id} is used before being defined."
                    )
                used_sections.add(item["section_id"])

        undefined_sections = used_sections - defined_sections

        if undefined_sections or len(section_errors) > 0:
            raise ValueError(
                f"Section Validation Errors:\n  {'\n  '.join(section_errors)}\n\nUndefined section(s) used: {', '.join(map(str, undefined_sections))}"
            )
        print("All sections are properly defined.")

    def text_to_speech(self, text, voice):
        """Generate speech using OpenAI's voice API with retry logic."""
        print(f"Voice {voice} chosen")
        print(f"TTS: {text[:50]}...")

        temp_path = Path("temp_speech.mp3")
        attempts = 0
        success = False

        while not success:
            try:
                response = self.client.audio.speech.create(
                    model="tts-1",
                    voice=voice,
                    input=text,
                )
                response.write_to_file(str(temp_path))
                success = True
                return AudioSegment.from_mp3(temp_path)
            except Exception as e:
                print(f"Failed to generate TTS: {e}")
                attempts += 1
                if attempts >= 3:
                    user_decision = (
                        input("Retry TTS generation? (yes/no): ").strip().lower()
                    )
                    if user_decision.lower() in ["y", "yes"]:
                        attempts = 0  # Reset attempts for another round of retries
                    else:
                        print("Exiting due to TTS generation failure.")
                        exit(1)
                else:
                    print("Retrying...")
                    time.sleep(
                        1
                    )  # Wait a bit before retrying to avoid hammering the API too quickly

    def generate_audio(self):
        self.validate_voices()
        self.validate_sections()
        combined_audio = AudioSegment.empty()
        current_voice = None

        for item in self.parsed_data:
            if item["type"] == "voice":
                current_voice = item["voice"]
            elif item["type"] == "text":
                if not current_voice:
                    raise ValueError("First text segment before voice was selected!")
                audio_segment = self.text_to_speech(item["text"], current_voice)
                combined_audio += audio_segment
                if self.default_silence > 0:
                    combined_audio += AudioSegment.silent(duration=self.default_silence)
                if self.current_section is not None:
                    self.sections[self.current_section] += audio_segment
            elif item["type"] == "silence":
                combined_audio += AudioSegment.silent(duration=item["duration"])
                if self.current_section is not None:
                    self.sections[self.current_section] += AudioSegment.silent(
                        duration=item["duration"]
                    )
            elif item["type"] == "section_start":
                self.current_section = item["section_id"]
                self.sections[self.current_section] = AudioSegment.empty()
            elif item["type"] == "section_end":
                self.current_section = None
            elif item["type"] == "insert_section":
                section_id = item["section_id"]
                if section_id in self.sections:
                    combined_audio += self.sections[section_id]
                else:
                    raise ValueError(f"Section {section_id} not found!")

        combined_audio.export(self.output_file, format="mp3")


# Example usage