"""
============================================
Human Behavior Simulator
- Random delays between actions
- Mouse movement patterns
- Random scrolling
- Realistic typing speed
- Makes the bot look like a real human reading
============================================
"""

import asyncio
import random
import logging
import math
from typing import Optional
from playwright.async_api import Page

from app.config import settings

logger = logging.getLogger(__name__)


class HumanSimulator:
    """
    Simulates human behavior on web pages.
    
    Why this matters:
    - Websites track mouse movement patterns
    - Constant timing = bot detection
    - No scrolling = suspicious
    - Instant navigation = not human
    """

    def __init__(self, page: Page):
        self.page = page

    # ============================================
    # Random Delays
    # ============================================
    async def random_delay(
        self,
        min_seconds: Optional[float] = None,
        max_seconds: Optional[float] = None,
        reason: str = "general",
    ):
        """
        Wait for a random amount of time.
        Like a human naturally pauses between actions.
        """
        min_s = min_seconds or settings.MIN_DELAY_SECONDS
        max_s = max_seconds or settings.MAX_DELAY_SECONDS

        # Use a slightly weighted random (humans tend toward shorter waits)
        delay = random.uniform(min_s, max_s)
        
        # Occasionally add a longer "thinking" pause (10% chance)
        if random.random() < 0.10:
            delay += random.uniform(2.0, 5.0)
            logger.debug(f"  💭 Extended thinking pause ({reason})")

        logger.debug(f"  ⏳ Waiting {delay:.1f}s ({reason})")
        await asyncio.sleep(delay)

    async def short_delay(self, reason: str = "short action"):
        """Quick delay: 0.5 to 2 seconds."""
        await self.random_delay(0.5, 2.0, reason)

    async def medium_delay(self, reason: str = "medium action"):
        """Medium delay: 2 to 5 seconds."""
        await self.random_delay(2.0, 5.0, reason)

    async def long_delay(self, reason: str = "long action"):
        """Long delay: 5 to 10 seconds."""
        await self.random_delay(5.0, 10.0, reason)

    async def reading_delay(self, text_length: int):
        """
        Simulate reading time based on text length.
        Average human reads ~250 words per minute.
        We'll go faster since we're "speed reading."
        """
        word_count = text_length // 5  # Rough estimate: 5 chars per word
        
        # Speed reading: ~500-800 WPM
        reading_speed = random.uniform(500, 800)
        read_time = (word_count / reading_speed) * 60  # seconds
        
        # Cap the reading time (don't wait too long)
        read_time = min(read_time, 8.0)
        read_time = max(read_time, 1.0)
        
        logger.debug(f"  📖 Reading pause: {read_time:.1f}s for ~{word_count} words")
        await asyncio.sleep(read_time)

    # ============================================
    # Mouse Movements
    # ============================================
    async def move_mouse_naturally(self, target_x: int, target_y: int):
        """
        Move mouse to target coordinates with natural curve.
        Humans don't move mouse in straight lines.
        Uses bezier-like curve with random intermediate points.
        """
        try:
            # Get current viewport size
            viewport = self.page.viewport_size
            if not viewport:
                viewport = {"width": 1920, "height": 1080}

            # Start from a random position (simulating current mouse position)
            start_x = random.randint(100, viewport["width"] - 100)
            start_y = random.randint(100, viewport["height"] - 100)

            # Generate intermediate points for a natural curve
            steps = random.randint(10, 25)
            
            for i in range(steps):
                progress = (i + 1) / steps
                
                # Add slight curve/wobble
                wobble_x = random.randint(-3, 3)
                wobble_y = random.randint(-2, 2)
                
                # Ease-in-out interpolation
                eased = self._ease_in_out(progress)
                
                current_x = int(start_x + (target_x - start_x) * eased + wobble_x)
                current_y = int(start_y + (target_y - start_y) * eased + wobble_y)
                
                # Clamp to viewport
                current_x = max(0, min(current_x, viewport["width"]))
                current_y = max(0, min(current_y, viewport["height"]))
                
                await self.page.mouse.move(current_x, current_y)
                
                # Tiny delay between mouse moves
                await asyncio.sleep(random.uniform(0.01, 0.04))

            logger.debug(f"  🖱️ Mouse moved to ({target_x}, {target_y})")

        except Exception as e:
            logger.debug(f"Mouse movement skipped: {e}")

    @staticmethod
    def _ease_in_out(t: float) -> float:
        """Ease-in-out function for natural movement curves."""
        if t < 0.5:
            return 2 * t * t
        else:
            return 1 - (-2 * t + 2) ** 2 / 2

    async def random_mouse_movement(self):
        """
        Make a random mouse movement on the page.
        Like a human idly moving their mouse while reading.
        """
        try:
            viewport = self.page.viewport_size
            if not viewport:
                return

            x = random.randint(100, viewport["width"] - 100)
            y = random.randint(100, viewport["height"] - 100)
            
            await self.move_mouse_naturally(x, y)
            
        except Exception:
            pass  # Mouse movements are optional, don't crash

    # ============================================
    # Scrolling
    # ============================================
    async def scroll_down_naturally(self, scroll_amount: Optional[int] = None):
        """
        Scroll down the page naturally.
        Humans scroll in chunks, not smoothly.
        """
        try:
            if scroll_amount is None:
                scroll_amount = random.randint(200, 600)

            # Scroll in small chunks
            remaining = scroll_amount
            while remaining > 0:
                chunk = min(remaining, random.randint(50, 150))
                
                await self.page.mouse.wheel(0, chunk)
                remaining -= chunk
                
                # Small pause between scroll chunks
                await asyncio.sleep(random.uniform(0.05, 0.15))

            logger.debug(f"  📜 Scrolled down {scroll_amount}px")

        except Exception as e:
            logger.debug(f"Scroll failed: {e}")

    async def scroll_to_bottom_gradually(self):
        """
        Scroll to bottom of page gradually, like a reader.
        """
        try:
            # Get page height
            page_height = await self.page.evaluate("document.body.scrollHeight")
            viewport_height = await self.page.evaluate("window.innerHeight")
            current_scroll = await self.page.evaluate("window.scrollY")
            
            remaining = page_height - current_scroll - viewport_height
            
            while remaining > 50:
                scroll_chunk = random.randint(200, 500)
                await self.scroll_down_naturally(min(scroll_chunk, remaining))
                
                # Pause between scrolls (reading)
                await asyncio.sleep(random.uniform(0.5, 2.0))
                
                # Occasionally do a random mouse movement while scrolling
                if random.random() < 0.3:
                    await self.random_mouse_movement()
                
                current_scroll = await self.page.evaluate("window.scrollY")
                remaining = page_height - current_scroll - viewport_height

            logger.debug("  📜 Scrolled to bottom of page")

        except Exception as e:
            logger.debug(f"Scroll to bottom failed: {e}")

    async def scroll_up_slightly(self):
        """
        Occasionally scroll up a little, like re-reading a paragraph.
        """
        try:
            scroll_up = random.randint(-200, -50)
            await self.page.mouse.wheel(0, scroll_up)
            logger.debug(f"  📜 Scrolled up slightly ({scroll_up}px)")
        except Exception:
            pass

    # ============================================
    # Typing
    # ============================================
    async def type_like_human(self, selector: str, text: str):
        """
        Type text character by character with human-like speed.
        Includes occasional typos and corrections (optional).
        """
        try:
            # Click on the input field first
            await self.page.click(selector)
            await asyncio.sleep(random.uniform(0.3, 0.8))

            for char in text:
                await self.page.keyboard.type(char)
                
                # Random delay between keystrokes
                # Humans type at 40-80 WPM
                delay = random.uniform(0.05, 0.20)
                
                # Occasionally pause longer (thinking)
                if random.random() < 0.05:
                    delay += random.uniform(0.3, 0.8)
                
                await asyncio.sleep(delay)

            logger.debug(f"  ⌨️ Typed {len(text)} characters into '{selector}'")

        except Exception as e:
            logger.warning(f"Human typing failed, using fast fill: {e}")
            await self.page.fill(selector, text)

    # ============================================
    # Combined Human Actions
    # ============================================
    async def simulate_page_arrival(self):
        """
        Simulate what a human does when arriving at a new page:
        1. Wait for page to visually load
        2. Small mouse movement
        3. Brief pause (looking at the page)
        """
        await self.short_delay("page arrival - initial look")
        
        if random.random() < 0.5:
            await self.random_mouse_movement()
        
        await self.short_delay("page arrival - orientation")

    async def simulate_reading_chapter(self):
        """
        Simulate reading a chapter:
        1. Scroll down gradually
        2. Occasional mouse movements
        3. Occasional scroll up (re-reading)
        4. Reading delay at the end
        """
        # Scroll through the content
        await self.scroll_to_bottom_gradually()
        
        # Maybe scroll up to re-read something
        if random.random() < 0.2:
            await self.scroll_up_slightly()
            await self.short_delay("re-reading")
        
        # Final reading pause
        await self.medium_delay("finishing chapter")

    async def simulate_before_click(self, x: int, y: int):
        """
        What a human does before clicking a button:
        1. Look at the button (pause)
        2. Move mouse toward it
        3. Small hesitation
        4. Click
        """
        await self.short_delay("looking at button")
        await self.move_mouse_naturally(x, y)
        await asyncio.sleep(random.uniform(0.2, 0.5))  # Hesitation