from functools import lru_cache
from loguru import logger
from flask_babel import gettext, get_locale
import importlib
import inspect
import os
import pkgutil

def find_sub_packages(package_name):
    """
    Find all sub-packages within the given package.

    :param package_name: The name of the base package to scan for sub-packages.
    :return: A list of sub-package names.
    """
    package = importlib.import_module(package_name)
    return [name for _, name, is_pkg in pkgutil.iter_modules(package.__path__) if is_pkg]


@lru_cache(maxsize=1)
def find_processors():
    """
    Find all subclasses of DifferenceDetectionProcessor in the specified package.
    Results are cached to avoid repeated discovery.

    :param package_name: The name of the package to scan for processor modules.
    :return: A list of (module, class) tuples.
    """
    package_name = "changedetectionio.processors"  # Name of the current package/module

    processors = []
    sub_packages = find_sub_packages(package_name)
    from changedetectionio.processors.base import difference_detection_processor

    for sub_package in sub_packages:
        module_name = f"{package_name}.{sub_package}.processor"
        try:
            module = importlib.import_module(module_name)

            # Iterate through all classes in the module
            for name, obj in inspect.getmembers(module, inspect.isclass):
                # Only register classes that are actually defined in this module (not imported)
                if (issubclass(obj, difference_detection_processor) and
                    obj is not difference_detection_processor and
                    obj.__module__ == module.__name__):
                    processors.append((module, sub_package))
                    break  # Only need one processor per module
        except (ModuleNotFoundError, ImportError) as e:
            logger.warning(f"Failed to import module {module_name}: {e} (find_processors())")

    # Discover plugin processors via pluggy
    try:
        from changedetectionio.pluggy_interface import plugin_manager
        plugin_results = plugin_manager.hook.register_processor()

        for result in plugin_results:
            if result and isinstance(result, dict):
                processor_module = result.get('processor_module')
                processor_name = result.get('processor_name')

                if processor_module and processor_name:
                    processors.append((processor_module, processor_name))
                    plugin_path = getattr(processor_module, '__file__', 'unknown location')
                    logger.info(f"Registered plugin processor: {processor_name} from {plugin_path}")
    except Exception as e:
        logger.warning(f"Error loading plugin processors: {e}")

    return processors


def get_parent_module(module):
    module_name = module.__name__
    if '.' not in module_name:
        return None  # Top-level module has no parent
    parent_module_name = module_name.rsplit('.', 1)[0]
    try:
        return importlib.import_module(parent_module_name)
    except Exception as e:
        pass

    return False



def get_custom_watch_obj_for_processor(processor_name):
    from changedetectionio.model import Watch
    watch_class = Watch.model
    processor_classes = find_processors()
    custom_watch_obj = next((tpl for tpl in processor_classes if tpl[1] == processor_name), None)
    if custom_watch_obj:
        # Parent of .processor.py COULD have its own Watch implementation
        parent_module = get_parent_module(custom_watch_obj[0])
        if hasattr(parent_module, 'Watch'):
            watch_class = parent_module.Watch

    return watch_class


def find_processor_module(processor_name):
    """
    Find the processor module by name.

    Args:
        processor_name: Processor machine name (e.g., 'image_ssim_diff')

    Returns:
        module: The processor's parent module, or None if not found
    """
    processor_classes = find_processors()
    processor_tuple = next((tpl for tpl in processor_classes if tpl[1] == processor_name), None)

    if processor_tuple:
        # Return the parent module (the package containing processor.py)
        return get_parent_module(processor_tuple[0])

    return None


def get_processor_module(processor_name):
    """
    Get the actual processor module (with perform_site_check class) by name.
    Works for both built-in and plugin processors.

    Args:
        processor_name: Processor machine name (e.g., 'text_json_diff', 'osint_recon')

    Returns:
        module: The processor module containing perform_site_check, or None if not found
    """
    processor_classes = find_processors()
    processor_tuple = next((tpl for tpl in processor_classes if tpl[1] == processor_name), None)

    if processor_tuple:
        # Return the actual processor module (first element of tuple)
        return processor_tuple[0]

    return None


def get_processor_submodule(processor_name, submodule_name):
    """
    Get an optional submodule from a processor (e.g., 'difference', 'extract', 'preview').
    Works for both built-in and plugin processors.

    Args:
        processor_name: Processor machine name (e.g., 'text_json_diff', 'osint_recon')
        submodule_name: Name of the submodule (e.g., 'difference', 'extract', 'preview')

    Returns:
        module: The submodule if it exists, or None if not found
    """
    processor_classes = find_processors()
    processor_tuple = next((tpl for tpl in processor_classes if tpl[1] == processor_name), None)

    if not processor_tuple:
        return None

    processor_module = processor_tuple[0]
    parent_module = get_parent_module(processor_module)

    if not parent_module:
        return None

    # Try to import the submodule
    try:
        # For built-in processors: changedetectionio.processors.text_json_diff.difference
        # For plugin processors: changedetectionio_osint.difference
        parent_module_name = parent_module.__name__
        submodule_full_name = f"{parent_module_name}.{submodule_name}"
        return importlib.import_module(submodule_full_name)
    except (ModuleNotFoundError, ImportError):
        return None


@lru_cache(maxsize=1)
def get_plugin_processor_metadata():
    """Get metadata from plugin processors."""
    metadata = {}
    try:
        from changedetectionio.pluggy_interface import plugin_manager
        plugin_results = plugin_manager.hook.register_processor()

        for result in plugin_results:
            if result and isinstance(result, dict):
                processor_name = result.get('processor_name')
                meta = result.get('metadata', {})
                if processor_name:
                    metadata[processor_name] = meta
    except Exception as e:
        logger.warning(f"Error getting plugin processor metadata: {e}")
    return metadata

@lru_cache(maxsize=32)
def _available_processors_cached(locale_str):
    """
    Internal cached function that includes locale in cache key.
    This ensures translations are cached per-language instead of globally.

    :param locale_str: The locale string (e.g., 'en', 'it', 'zh')
    :return: A list of tuples (processor_name, translated_description, weight)
    """
    processor_classes = find_processors()

    # Check if DISABLED_PROCESSORS env var is set
    disabled_processors_env = os.getenv('DISABLED_PROCESSORS', 'image_ssim_diff').strip()
    disabled_processors = []
    if disabled_processors_env:
        # Parse comma-separated list and strip whitespace
        disabled_processors = [p.strip() for p in disabled_processors_env.split(',') if p.strip()]
        logger.info(f"DISABLED_PROCESSORS set, disabling: {disabled_processors}")

    available = []
    plugin_metadata = get_plugin_processor_metadata()

    for module, sub_package_name in processor_classes:
        # Skip disabled processors
        if sub_package_name in disabled_processors:
            logger.debug(f"Skipping processor '{sub_package_name}' (in DISABLED_PROCESSORS)")
            continue

        # Check if this is a plugin processor
        if sub_package_name in plugin_metadata:
            meta = plugin_metadata[sub_package_name]
            description = gettext(meta.get('name', sub_package_name))
            # Plugin processors start from weight 10 to separate them from built-in processors
            weight = 100 + meta.get('processor_weight', 0)
        else:
            # Try to get the 'name' attribute from the processor module first
            if hasattr(module, 'name'):
                description = gettext(module.name)
            else:
                # Fall back to processor_description from parent module's __init__.py
                parent_module = get_parent_module(module)
                if parent_module and hasattr(parent_module, 'processor_description'):
                    description = gettext(parent_module.processor_description)
                else:
                    # Final fallback to a readable name
                    description = sub_package_name.replace('_', ' ').title()

            # Get weight for sorting (lower weight = higher in list)
            weight = 0  # Default weight for processors without explicit weight

            # Check processor module itself first
            if hasattr(module, 'processor_weight'):
                weight = module.processor_weight
            else:
                # Fall back to parent module (package __init__.py)
                parent_module = get_parent_module(module)
                if parent_module and hasattr(parent_module, 'processor_weight'):
                    weight = parent_module.processor_weight

        available.append((sub_package_name, description, weight))

    # Sort by weight (lower weight = appears first)
    available.sort(key=lambda x: x[2])

    # Return as tuples without weight (for backwards compatibility)
    return [(name, desc) for name, desc, weight in available]

def available_processors():
    """
    Get a list of processors by name and description for the UI elements.
    Can be filtered via DISABLED_PROCESSORS environment variable (comma-separated list).

    This function delegates to a locale-aware cached version to ensure translations
    are cached per-language instead of globally.

    :return: A list of tuples (processor_name, translated_description)
    """
    # Get current locale and use it as cache key
    # Convert Babel Locale object to string for use as cache key
    locale = get_locale()
    locale_str = str(locale) if locale else 'en'
    return _available_processors_cached(locale_str)


def get_default_processor():
    """
    Get the default processor to use when none is specified.
    Returns the first available processor based on weight (lowest weight = highest priority).
    This ensures forms auto-select a valid processor even when DISABLED_PROCESSORS filters the list.

    :return: The processor name string (e.g., 'text_json_diff')
    """
    available = available_processors()
    if available:
        return available[0][0]  # Return the processor name from first tuple
    return 'text_json_diff'  # Fallback if somehow no processors are available


def get_processor_badge_texts():
    """
    Get a dictionary mapping processor names to their list_badge_text values.
    Translations are applied based on the current request locale.

    :return: A dict mapping processor name to badge text (e.g., {'text_json_diff': 'Text', 'restock_diff': 'Restock'})
    """
    processor_classes = find_processors()
    badge_texts = {}

    for module, sub_package_name in processor_classes:
        # Try to get the 'list_badge_text' attribute from the processor module
        if hasattr(module, 'list_badge_text'):
            badge_texts[sub_package_name] = gettext(module.list_badge_text)
        else:
            # Fall back to parent module's __init__.py
            parent_module = get_parent_module(module)
            if parent_module and hasattr(parent_module, 'list_badge_text'):
                badge_texts[sub_package_name] = gettext(parent_module.list_badge_text)

    return badge_texts


def get_processor_descriptions():
    """
    Get a dictionary mapping processor names to their description/name values.
    Translations are applied based on the current request locale.

    :return: A dict mapping processor name to description (e.g., {'text_json_diff': 'Webpage Text/HTML, JSON and PDF changes'})
    """
    processor_classes = find_processors()
    descriptions = {}

    for module, sub_package_name in processor_classes:
        # Try to get the 'name' or 'description' attribute from the processor module first
        if hasattr(module, 'name'):
            descriptions[sub_package_name] = gettext(module.name)
        elif hasattr(module, 'description'):
            descriptions[sub_package_name] = gettext(module.description)
        else:
            # Fall back to parent module's __init__.py
            parent_module = get_parent_module(module)
            if parent_module and hasattr(parent_module, 'processor_description'):
                descriptions[sub_package_name] = gettext(parent_module.processor_description)
            elif parent_module and hasattr(parent_module, 'name'):
                descriptions[sub_package_name] = gettext(parent_module.name)
            else:
                # Final fallback to a readable name
                descriptions[sub_package_name] = sub_package_name.replace('_', ' ').title()

    return descriptions


def wcag_text_color(hex_bg: str) -> str:
    """Return #000000 or #ffffff for maximum WCAG contrast against hex_bg."""
    hex_bg = hex_bg.lstrip('#')
    if len(hex_bg) != 6:
        return '#000000'
    r, g, b = (int(hex_bg[i:i+2], 16) / 255 for i in (0, 2, 4))
    def lin(c):
        return c / 12.92 if c <= 0.04045 else ((c + 0.055) / 1.055) ** 2.4
    L = 0.2126 * lin(r) + 0.7152 * lin(g) + 0.0722 * lin(b)
    return '#000000' if L > 0.179 else '#ffffff'


def generate_processor_badge_colors(processor_name):
    """
    Generate consistent colors for a processor badge based on its name.
    Uses a hash of the processor name to generate pleasing, accessible colors
    for both light and dark modes.

    :param processor_name: The processor name (e.g., 'text_json_diff')
    :return: A dict with 'light' and 'dark' color schemes, each containing 'bg' and 'color'
    """
    import hashlib

    # Generate a consistent hash from the processor name
    hash_obj = hashlib.md5(processor_name.encode('utf-8'))
    hash_int = int(hash_obj.hexdigest()[:8], 16)

    # Generate hue from hash (0-360)
    hue = hash_int % 360

    # Light mode: pastel background with darker text
    light_saturation = 60 + (hash_int % 25)  # 60-85%
    light_lightness = 85 + (hash_int % 10)   # 85-95% - very light
    text_lightness = 25 + (hash_int % 15)    # 25-40% - dark

    # Dark mode: solid, vibrant colors with white text
    dark_saturation = 55 + (hash_int % 20)   # 55-75%
    dark_lightness = 45 + (hash_int % 15)    # 45-60%

    return {
        'light': {
            'bg': f'hsl({hue}, {light_saturation}%, {light_lightness}%)',
            'color': f'hsl({hue}, 50%, {text_lightness}%)'
        },
        'dark': {
            'bg': f'hsl({hue}, {dark_saturation}%, {dark_lightness}%)',
            'color': '#fff'
        }
    }


@lru_cache(maxsize=1)
def get_processor_badge_css():
    """
    Generate CSS for all processor badges with auto-generated colors.
    This creates CSS rules for both light and dark modes for each processor.

    :return: A string containing CSS rules for all processor badges
    """
    processor_classes = find_processors()
    css_rules = []

    for module, sub_package_name in processor_classes:
        colors = generate_processor_badge_colors(sub_package_name)

        # Light mode rule
        css_rules.append(
            f".processor-badge-{sub_package_name} {{\n"
            f"  background-color: {colors['light']['bg']};\n"
            f"  color: {colors['light']['color']};\n"
            f"}}"
        )

        # Dark mode rule
        css_rules.append(
            f"html[data-darkmode=\"true\"] .processor-badge-{sub_package_name} {{\n"
            f"  background-color: {colors['dark']['bg']};\n"
            f"  color: {colors['dark']['color']};\n"
            f"}}"
        )

    return '\n\n'.join(css_rules)


def save_processor_config(datastore, watch_uuid, config_data):
    """
    Save processor-specific configuration to JSON file.

    This is a shared helper function used by both the UI edit form and API endpoints
    to consistently handle processor configuration storage.

    Args:
        datastore: The application datastore instance
        watch_uuid: UUID of the watch
        config_data: Dictionary of configuration data to save (with processor_config_* prefix removed)

    Returns:
        bool: True if saved successfully, False otherwise
    """
    if not config_data:
        return True

    try:
        from changedetectionio.processors.base import difference_detection_processor

        # Get processor name from watch
        watch = datastore.data['watching'].get(watch_uuid)
        if not watch:
            logger.error(f"Cannot save processor config: watch {watch_uuid} not found")
            return False

        processor_name = watch.get('processor', 'text_json_diff')

        # Create a processor instance to access config methods
        processor_instance = difference_detection_processor(datastore, watch_uuid)

        # Use processor name as filename so each processor keeps its own config
        config_filename = f'{processor_name}.json'
        processor_instance.update_extra_watch_config(config_filename, config_data)

        logger.debug(f"Saved processor config to {config_filename}: {config_data}")
        return True

    except Exception as e:
        logger.error(f"Failed to save processor config: {e}")
        return False


def extract_processor_config_from_form_data(form_data):
    """
    Extract processor_config_* fields from form data and return separate dicts.

    This is a shared helper function used by both the UI edit form and API endpoints
    to consistently handle processor configuration extraction.

    IMPORTANT: This function modifies form_data in-place by removing processor_config_* fields.

    Args:
        form_data: Dictionary of form data (will be modified in-place)

    Returns:
        dict: Dictionary of processor config data (with processor_config_* prefix removed)
    """
    processor_config_data = {}

    # Use list() to create a copy of keys since we're modifying the dict
    for field_name in list(form_data.keys()):
        if field_name.startswith('processor_config_'):
            config_key = field_name.replace('processor_config_', '')
            # Save all values (including empty strings) to allow explicit clearing of settings
            processor_config_data[config_key] = form_data[field_name]
            # Remove from form_data to prevent it from reaching datastore
            del form_data[field_name]

    return processor_config_data

