"""
security_logger.py
==================
Structured security event logger.

All attack attempts, flagged inputs, and guardrail violations are
written as JSON-Lines (one JSON object per line) to a rotating log file.
Logs are also emitted to the Python logging framework so they appear in
stdout / application log aggregators.

Log schema per event:
  {
    "timestamp": "<ISO-8601>",
    "event_type": "request_blocked|request_flagged|request_safe|output_blocked",
    "risk_score": 0.91,
    "risk_level": "critical",
    "attack_type": "prompt_injection",
    "attack_category": "system_override",
    "flags": [...],
    "prompt_hash": "<sha256[:16]>",   # never log raw PII
    "sanitized_preview": "first 120 chars of sanitized prompt",
  }
"""

from __future__ import annotations

import hashlib
import json
import logging
import os
import time
from datetime import datetime, timezone
from logging.handlers import RotatingFileHandler
from typing import TYPE_CHECKING, Optional

if TYPE_CHECKING:
    from ai_firewall.guardrails import FirewallDecision
    from ai_firewall.output_guardrail import GuardrailResult

_pylogger = logging.getLogger("ai_firewall.security_logger")


class SecurityLogger:
    """
    Writes structured JSON-Lines security events to a rotating log file
    and forwards a summary to the Python logging system.

    Parameters
    ----------
    log_dir : str
        Directory where `ai_firewall_security.jsonl` will be written.
    max_bytes : int
        Max log-file size before rotation (default 10 MB).
    backup_count : int
        Number of rotated backup files to keep (default 5).
    """

    def __init__(
        self,
        log_dir: str = ".",
        max_bytes: int = 10 * 1024 * 1024,
        backup_count: int = 5,
    ) -> None:
        os.makedirs(log_dir, exist_ok=True)
        log_path = os.path.join(log_dir, "ai_firewall_security.jsonl")

        handler = RotatingFileHandler(
            log_path, maxBytes=max_bytes, backupCount=backup_count, encoding="utf-8"
        )
        handler.setFormatter(logging.Formatter("%(message)s"))  # raw JSON lines

        self._file_logger = logging.getLogger("ai_firewall.events")
        self._file_logger.setLevel(logging.DEBUG)
        # Avoid duplicate handlers if logger already set up
        if not self._file_logger.handlers:
            self._file_logger.addHandler(handler)
        self._file_logger.propagate = False  # don't double-log to root

        _pylogger.info("Security event log → %s", log_path)

    # ------------------------------------------------------------------
    # Internal helpers
    # ------------------------------------------------------------------

    @staticmethod
    def _hash_prompt(prompt: str) -> str:
        return hashlib.sha256(prompt.encode()).hexdigest()[:16]

    @staticmethod
    def _now() -> str:
        return datetime.now(timezone.utc).isoformat()

    def _write(self, event: dict) -> None:
        self._file_logger.info(json.dumps(event, ensure_ascii=False))

    # ------------------------------------------------------------------
    # Public API
    # ------------------------------------------------------------------

    def log_request(
        self,
        prompt: str,
        sanitized: str,
        decision: "FirewallDecision",
    ) -> None:
        """Log the input-check decision."""
        rr = decision.risk_report
        status = rr.status.value
        event_type = (
            "request_blocked" if status == "blocked"
            else "request_flagged" if status == "flagged"
            else "request_safe"
        )

        event = {
            "timestamp": self._now(),
            "event_type": event_type,
            "risk_score": rr.risk_score,
            "risk_level": rr.risk_level.value,
            "attack_type": rr.attack_type,
            "attack_category": rr.attack_category,
            "flags": rr.flags,
            "prompt_hash": self._hash_prompt(prompt),
            "sanitized_preview": sanitized[:120],
            "injection_score": rr.injection_score,
            "adversarial_score": rr.adversarial_score,
            "latency_ms": rr.latency_ms,
        }
        self._write(event)

        if status in ("blocked", "flagged"):
            _pylogger.warning("[%s] %s | score=%.3f", event_type.upper(), rr.attack_type or "unknown", rr.risk_score)

    def log_response(
        self,
        output: str,
        safe_output: str,
        guardrail_result: "GuardrailResult",
    ) -> None:
        """Log the output guardrail decision."""
        event_type = "output_safe" if guardrail_result.is_safe else "output_blocked"
        event = {
            "timestamp": self._now(),
            "event_type": event_type,
            "risk_score": guardrail_result.risk_score,
            "flags": guardrail_result.flags,
            "output_hash": self._hash_prompt(output),
            "redacted": not guardrail_result.is_safe,
            "latency_ms": guardrail_result.latency_ms,
        }
        self._write(event)

        if not guardrail_result.is_safe:
            _pylogger.warning("[OUTPUT_BLOCKED] flags=%s score=%.3f", guardrail_result.flags, guardrail_result.risk_score)

    def log_raw_event(self, event_type: str, data: dict) -> None:
        """Log an arbitrary structured event."""
        event = {"timestamp": self._now(), "event_type": event_type, **data}
        self._write(event)