"""Severity classification for log entries."""

from dataclasses import dataclass
from enum import Enum
from typing import Any, Dict, List, Optional


class SeverityLevel(Enum):
    """Severity levels for log entries."""
    CRITICAL = "critical"
    ERROR = "error"
    WARNING = "warning"
    INFO = "info"
    DEBUG = "debug"
    UNKNOWN = "unknown"

    @classmethod
    def from_string(cls, level: str) -> "SeverityLevel":
        """Convert string to SeverityLevel."""
        level_lower = level.lower()
        for member in cls:
            if member.value == level_lower:
                return member
        return cls.UNKNOWN

    def score(self) -> int:
        """Get numeric score for severity."""
        scores = {
            SeverityLevel.CRITICAL: 5,
            SeverityLevel.ERROR: 4,
            SeverityLevel.WARNING: 3,
            SeverityLevel.INFO: 2,
            SeverityLevel.DEBUG: 1,
            SeverityLevel.UNKNOWN: 0
        }
        return scores.get(self, 0)

    def __lt__(self, other: "SeverityLevel") -> bool:
        """Compare severity levels."""
        return self.score() < other.score()

    def __le__(self, other: "SeverityLevel") -> bool:
        return self.score() <= other.score()

    def __gt__(self, other: "SeverityLevel") -> bool:
        return self.score() > other.score()

    def __ge__(self, other: "SeverityLevel") -> bool:
        return self.score() >= other.score()


@dataclass
class SeverityRule:
    """Rule for severity classification."""
    name: str
    patterns: List[str]
    severity: SeverityLevel
    weight: int = 1
    description: str = ""


class SeverityClassifier:
    """Classifies log entries by severity."""

    DEFAULT_RULES = [
        SeverityRule(
            name="critical_keywords",
            patterns=["fatal", "segfault", "panic", "core dumped", "critical system failure"],
            severity=SeverityLevel.CRITICAL,
            weight=10,
            description="Critical system failures"
        ),
        SeverityRule(
            name="error_keywords",
            patterns=["error", "exception", "failed", "failure", "timeout", "cannot", "unable"],
            severity=SeverityLevel.ERROR,
            weight=5,
            description="General errors"
        ),
        SeverityRule(
            name="warning_keywords",
            patterns=["warning", "warn", "deprecated", "deprecation"],
            severity=SeverityLevel.WARNING,
            weight=3,
            description="Warnings and deprecations"
        ),
        SeverityRule(
            name="info_keywords",
            patterns=["info", "notice", "started", "stopped", "loaded"],
            severity=SeverityLevel.INFO,
            weight=1,
            description="Informational messages"
        ),
        SeverityRule(
            name="debug_keywords",
            patterns=["debug", "trace", "verbose"],
            severity=SeverityLevel.DEBUG,
            weight=0,
            description="Debug and trace messages"
        ),
    ]

    def __init__(self, custom_rules: Optional[List[Dict[str, Any]]] = None):
        self.rules: List[SeverityRule] = self.DEFAULT_RULES.copy()
        if custom_rules:
            self._load_custom_rules(custom_rules)

    def _load_custom_rules(self, rules: List[Dict[str, Any]]) -> None:
        """Load custom severity rules."""
        for rule_data in rules:
            rule = SeverityRule(
                name=rule_data.get("name", "custom"),
                patterns=rule_data.get("patterns", []),
                severity=SeverityLevel.from_string(rule_data.get("severity", "info")),
                weight=rule_data.get("weight", 1),
                description=rule_data.get("description", "")
            )
            self.rules.append(rule)

    def classify(self, level: Optional[str], message: str = "", pattern_match: Optional[str] = None) -> SeverityLevel:
        """Classify severity based on level, message, and pattern."""
        score = 0
        matched_severity = SeverityLevel.UNKNOWN

        if level:
            level_lower = level.lower()
            if level_lower in ["trace", "verbose"]:
                return SeverityLevel.DEBUG
            if level_lower in ["critical", "fatal", "emerg", "emergency"]:
                return SeverityLevel.CRITICAL
            if level_lower in ["err", "er", "e"]:
                return SeverityLevel.ERROR
            if level_lower in ["warn", "w"]:
                return SeverityLevel.WARNING
            if level_lower in ["notice"]:
                return SeverityLevel.INFO

            inferred = SeverityLevel.from_string(level_lower)
            if inferred != SeverityLevel.UNKNOWN:
                return inferred

        text = f"{message} {pattern_match or ''}".lower()

        for rule in self.rules:
            for pattern in rule.patterns:
                if pattern.lower() in text:
                    if rule.weight > score:
                        score = rule.weight
                        matched_severity = rule.severity

        if matched_severity != SeverityLevel.UNKNOWN:
            return matched_severity

        if not text.strip():
            return SeverityLevel.UNKNOWN

        if pattern_match:
            return SeverityLevel.ERROR

        return SeverityLevel.INFO

    def classify_with_details(self, level: Optional[str], message: str = "", pattern_match: Optional[str] = None) -> Dict[str, Any]:
        """Classify severity with detailed information."""
        severity = self.classify(level, message, pattern_match)

        text = f"{message} {pattern_match or ''}".lower()
        matched_rules = []

        for rule in self.rules:
            for pattern in rule.patterns:
                if pattern.lower() in text:
                    matched_rules.append({
                        "rule": rule.name,
                        "pattern": pattern,
                        "severity": rule.severity.value,
                        "weight": rule.weight
                    })

        return {
            "severity": severity,
            "matched_rules": matched_rules,
            "confidence": min(1.0, len(matched_rules) * 0.3) if matched_rules else 0.5
        }

    def get_severity_order(self) -> List[SeverityLevel]:
        """Get severity levels in order from highest to lowest."""
        return sorted(
            [SeverityLevel.CRITICAL, SeverityLevel.ERROR, SeverityLevel.WARNING,
             SeverityLevel.INFO, SeverityLevel.DEBUG, SeverityLevel.UNKNOWN],
            reverse=True
        )

    def add_rule(self, rule: SeverityRule) -> None:
        """Add a custom rule."""
        self.rules.append(rule)

    def remove_rule(self, name: str) -> bool:
        """Remove a rule by name."""
        for i, rule in enumerate(self.rules):
            if rule.name == name:
                self.rules.pop(i)
                return True
        return False