"""Grammar and spelling checker agent using LanguageTool."""
from typing import Dict, Any, List
from loguru import logger
import language_tool_python

from src.agents.base import BaseAgent


class GrammarCheckAgent(BaseAgent):
    """Agent for checking grammar and spelling using LanguageTool."""

    def __init__(self):
        """Initialize grammar checker agent."""
        super().__init__("GrammarChecker")
        # Initialize LanguageTool for German
        try:
            self.tool = language_tool_python.LanguageTool('de-DE')
            logger.info("LanguageTool initialized successfully")
        except Exception as e:
            logger.error(f"Failed to initialize LanguageTool: {e}")
            self.tool = None

    async def process(
        self,
        text: str,
        auto_correct: bool = False
    ) -> Dict[str, Any]:
        """
        Check text for grammar and spelling errors.

        Args:
            text: Text to check
            auto_correct: If True, automatically apply safe corrections

        Returns:
            Dictionary with error details and optionally corrected text
        """
        if not self.tool:
            logger.warning("LanguageTool not available, skipping grammar check")
            return {
                "has_errors": False,
                "error_count": 0,
                "errors": [],
                "corrected_text": text,
                "available": False
            }

        logger.info("Checking text for grammar and spelling errors")

        try:
            # Check for errors
            matches = self.tool.check(text)

            # Categorize errors
            categorized_errors = self._categorize_errors(matches)

            # Prepare error details
            errors = []
            for match in matches:
                errors.append({
                    "message": match.message,
                    "replacements": match.replacements[:3],  # Top 3 suggestions
                    "context": match.context,
                    "offset": match.offset,
                    "error_length": match.errorLength,
                    "category": match.category,
                    "rule_id": match.ruleId
                })

            # Auto-correct if requested
            corrected_text = text
            if auto_correct and len(matches) > 0:
                # Only auto-correct "safe" errors (spelling, obvious grammar)
                safe_matches = [m for m in matches if self._is_safe_correction(m)]
                if safe_matches:
                    corrected_text = language_tool_python.utils.correct(text, safe_matches)
                    logger.info(f"Auto-corrected {len(safe_matches)} safe errors")

            result = {
                "has_errors": len(matches) > 0,
                "error_count": len(matches),
                "errors": errors,
                "corrected_text": corrected_text,
                "available": True,
                "categories": categorized_errors,
                "auto_corrected": auto_correct and len(matches) > 0
            }

            if result["has_errors"]:
                logger.warning(f"Found {len(matches)} grammar/spelling errors")
            else:
                logger.info("No grammar/spelling errors found")

            return result

        except Exception as e:
            logger.error(f"Grammar check failed: {e}")
            return {
                "has_errors": False,
                "error_count": 0,
                "errors": [],
                "corrected_text": text,
                "available": False,
                "error": str(e)
            }

    def _categorize_errors(self, matches: List) -> Dict[str, int]:
        """Categorize errors by type."""
        categories = {}
        for match in matches:
            category = match.category or "OTHER"
            categories[category] = categories.get(category, 0) + 1
        return categories

    def _is_safe_correction(self, match) -> bool:
        """
        Check if a correction is 'safe' to apply automatically.

        Safe corrections:
        - Spelling errors with clear suggestions
        - Obvious grammar errors (verb agreement, etc.)

        Unsafe corrections:
        - Style suggestions
        - Ambiguous corrections
        - Punctuation changes that might alter meaning
        """
        # Safe categories
        safe_categories = {
            "TYPOS",  # Spelling errors
            "CASING",  # Capitalization
            "COMPOUNDING",  # Word compounds
        }

        # Check category
        if match.category in safe_categories:
            return True

        # Check if it's a clear spelling mistake with 1-2 clear suggestions
        if match.category == "MISC" and len(match.replacements) <= 2:
            return True

        # Avoid style and punctuation changes
        if match.category in {"STYLE", "PUNCTUATION", "TYPOGRAPHY"}:
            return False

        return False

    def get_summary(self, check_result: Dict[str, Any]) -> str:
        """
        Get a human-readable summary of grammar check results.

        Args:
            check_result: Result from process()

        Returns:
            Summary string
        """
        if not check_result.get("available"):
            return "⚠️ Grammatikprüfung nicht verfügbar"

        if not check_result["has_errors"]:
            return "✅ Keine Rechtschreib- oder Grammatikfehler gefunden"

        error_count = check_result["error_count"]
        categories = check_result.get("categories", {})

        summary = f"⚠️ {error_count} Fehler gefunden"

        if categories:
            cat_summary = ", ".join([f"{cat}: {count}" for cat, count in categories.items()])
            summary += f" ({cat_summary})"

        if check_result.get("auto_corrected"):
            summary += " - Automatisch korrigiert"

        return summary

    def close(self):
        """Clean up LanguageTool resources."""
        if self.tool:
            self.tool.close()
            logger.info("LanguageTool closed")