import logging

from services.memory_manager import MemoryManager
from services.knowledge_engine import KnowledgeEngine

from engines.content_engine import ContentEngine
from engines.scene_engine import SceneEngine
from engines.image_prompt_engine import ImagePromptEngine
from engines.pipeline_engine import PipelineEngine
from engines.image_generation_engine import ImageGenerationEngine

from engines.task_planner import TaskPlanner
from engines.task_executor import TaskExecutor
from engines.trend_engine import TrendEngine

from core.agent_runtime import AgentRuntime
from core.strategy_engine import StrategyEngine
from utils.message_parser import MessageParser

logger = logging.getLogger("ONYX")


class OnyxAgent:

    def __init__(self):

        self.memory = MemoryManager()
        self.knowledge_engine = KnowledgeEngine()

        self.content_engine = ContentEngine()
        self.scene_engine = SceneEngine()
        self.image_prompt_engine = ImagePromptEngine()
        self.trend_engine = TrendEngine()

        self.image_engine = ImageGenerationEngine()

        self.pipeline_engine = PipelineEngine(
            self.content_engine,
            None,
            self.scene_engine,
            self.image_prompt_engine,
            None,
            None,
            None,
            None,
            None,
            self.image_engine,
            None,
            None,
            None,
            None,
            None
        )

        self.planner = TaskPlanner()
        self.strategy_engine = StrategyEngine()
        self.message_parser = MessageParser()

        self.executor = TaskExecutor({}, self.pipeline_engine)

        self.runtime = AgentRuntime(
            planner=self.planner,
            strategy_engine=self.strategy_engine,
            message_parser=self.message_parser,
            trend_engine=self.trend_engine,
            executor=self.executor,
            memory=self.memory,
            knowledge_engine=self.knowledge_engine
        )

    def detect_mode(self, message: str) -> str:

        msg = message.lower()

        if any(x in msg for x in ["manga", "anime", "naruto", "one piece"]):
            return "anime"

        if any(x in msg for x in ["bd", "comic", "cartoon", "dessin animé"]):
            return "cartoon"

        if any(x in msg for x in ["cyberpunk", "hacker", "néon", "futur"]):
            return "cyberpunk"

        if any(x in msg for x in ["fantasy", "dragon", "magie", "roi"]):
            return "fantasy"

        return "cinematic"

    def build_character(self, message: str) -> str:

        msg = message.lower()

        if "hacker" in msg:
            return "a cyberpunk hacker, hooded jacket, neon reflections, augmented eyes"

        if "robot" in msg:
            return "a futuristic robot, metallic body, glowing sensors"

        if "enfant" in msg or "child" in msg:
            return "a young child, curious eyes, soft expression"

        if "dragon" in msg:
            return "a massive ancient dragon, glowing scales, powerful wings"

        if "guerrier" in msg or "warrior" in msg:
            return "a battle-hardened warrior, armor, scars, intense gaze"

        return f"a character inspired by: {message}"

    def get_style(self, mode: str) -> str:

        styles = {
            "cinematic": "cinematic, ultra realistic lighting",
            "anime": "anime style, vibrant colors, detailed illustration",
            "cartoon": "cartoon style, stylized, expressive",
            "cyberpunk": "cyberpunk style, neon lights, futuristic city",
            "fantasy": "epic fantasy, dramatic lighting, magical atmosphere"
        }

        return styles.get(mode, "cinematic")

    def generate_clean_script(self, message: str, mode: str):

        style = self.get_style(mode)
        character = self.build_character(message)

        base = message.strip()

        scene_1 = f"""
{base}.
Establishing environment, world building, atmosphere,
epic scale, detailed background, {style},
wide shot, no character focus
""".strip()

        scene_2 = f"""
{character} appears in the scene.
Action begins, movement, interaction with environment,
tension rising, dynamic angle, {style}
""".strip()

        scene_3 = f"""
Close emotional moment.
{character}, breathing slowly, intense atmosphere,
dramatic lighting, close-up, {style}
""".strip()

        return f"""
[SCENE 1]
{scene_1}

[SCENE 2]
{scene_2}

[SCENE 3]
{scene_3}
""".strip()

    def chat(self, message: str, mode: str = None):

        try:

            logger.info(f"🎯 MESSAGE: {message}")

            if not mode or mode == "auto":
                mode = self.detect_mode(message)

            logger.info(f"🧠 MODE: {mode}")

            script = self.generate_clean_script(message, mode)

            # 🔥 IMAGE FIX
            image = None
            try:
                image = self.image_engine.generate(message)
            except Exception as e:
                logger.warning(f"Image engine error: {e}")

            return {
                "status": "ok",
                "agent": "ONYX",
                "mode": mode,
                "response": "clean_generated",
                "script": script,
                "image": image
            }

        except Exception as e:

            logger.error(f"🔥 Agent error: {e}")

            fallback_script = self.generate_clean_script(message, "cinematic")

            return {
                "status": "ok",
                "agent": "ONYX",
                "mode": "cinematic",
                "response": "error_fallback",
                "script": fallback_script,
                "image": None
            }