"""
Trace Logger for Mid Platform.
[AC-MARH-02, AC-MARH-03, AC-MARH-12] Trace collection and audit logging.

Audit Fields:
- session_id, request_id, generation_id
- mode, intent, tool_calls
- guardrail_triggered, guardrail_rule_id
- interrupt_consumed
"""

import logging
import time
import uuid
from dataclasses import dataclass, field
from typing import Any

from app.models.mid.schemas import (
    ExecutionMode,
    ToolCallTrace,
    TraceInfo,
)

logger = logging.getLogger(__name__)


@dataclass
class AuditRecord:
    """[AC-MARH-12] Audit record for database persistence."""
    tenant_id: str
    session_id: str
    request_id: str
    generation_id: str
    mode: ExecutionMode
    intent: str | None = None
    tool_calls: list[dict[str, Any]] = field(default_factory=list)
    guardrail_triggered: bool = False
    guardrail_rule_id: str | None = None
    interrupt_consumed: bool = False
    fallback_reason_code: str | None = None
    react_iterations: int = 0
    latency_ms: int = 0
    created_at: str | None = None

    def to_dict(self) -> dict[str, Any]:
        return {
            "tenant_id": self.tenant_id,
            "session_id": self.session_id,
            "request_id": self.request_id,
            "generation_id": self.generation_id,
            "mode": self.mode.value,
            "intent": self.intent,
            "tool_calls": self.tool_calls,
            "guardrail_triggered": self.guardrail_triggered,
            "guardrail_rule_id": self.guardrail_rule_id,
            "interrupt_consumed": self.interrupt_consumed,
            "fallback_reason_code": self.fallback_reason_code,
            "react_iterations": self.react_iterations,
            "latency_ms": self.latency_ms,
            "created_at": self.created_at,
        }


class TraceLogger:
    """
    [AC-MARH-02, AC-MARH-03, AC-MARH-12] Trace logger for observability and audit.

    Features:
    - Request-scoped trace context
    - Tool call tracing
    - Guardrail event logging with rule_id
    - Interrupt consumption tracking
    - Audit record generation
    """

    def __init__(self):
        self._traces: dict[str, TraceInfo] = {}
        self._audit_records: list[AuditRecord] = []

    def start_trace(
        self,
        tenant_id: str,
        session_id: str,
        request_id: str | None = None,
        generation_id: str | None = None,
    ) -> TraceInfo:
        """
        [AC-MARH-12] Start a new trace context.

        Args:
            tenant_id: Tenant ID
            session_id: Session ID
            request_id: Request ID (auto-generated if not provided)
            generation_id: Generation ID for interrupt handling

        Returns:
            TraceInfo for the new trace
        """
        request_id = request_id or str(uuid.uuid4())
        generation_id = generation_id or str(uuid.uuid4())

        trace = TraceInfo(
            mode=ExecutionMode.AGENT,
            request_id=request_id,
            generation_id=generation_id,
        )

        self._traces[request_id] = trace

        logger.info(
            f"[AC-MARH-12] Trace started: request_id={request_id}, "
            f"session_id={session_id}, generation_id={generation_id}"
        )

        return trace

    def get_trace(self, request_id: str) -> TraceInfo | None:
        """Get trace by request ID."""
        return self._traces.get(request_id)

    def update_trace(
        self,
        request_id: str,
        mode: ExecutionMode | None = None,
        intent: str | None = None,
        guardrail_triggered: bool | None = None,
        guardrail_rule_id: str | None = None,
        interrupt_consumed: bool | None = None,
        fallback_reason_code: str | None = None,
        react_iterations: int | None = None,
        tool_calls: list[ToolCallTrace] | None = None,
    ) -> TraceInfo | None:
        """
        [AC-MARH-02, AC-MARH-03, AC-MARH-12] Update trace with execution details.
        """
        trace = self._traces.get(request_id)
        if not trace:
            logger.warning(f"[AC-MARH-12] Trace not found: {request_id}")
            return None

        if mode is not None:
            trace.mode = mode
        if intent is not None:
            trace.intent = intent
        if guardrail_triggered is not None:
            trace.guardrail_triggered = guardrail_triggered
        if guardrail_rule_id is not None:
            trace.guardrail_rule_id = guardrail_rule_id
        if interrupt_consumed is not None:
            trace.interrupt_consumed = interrupt_consumed
        if fallback_reason_code is not None:
            trace.fallback_reason_code = fallback_reason_code
        if react_iterations is not None:
            trace.react_iterations = react_iterations
        if tool_calls is not None:
            trace.tool_calls = tool_calls

        return trace

    def add_tool_call(
        self,
        request_id: str,
        tool_call: ToolCallTrace,
    ) -> None:
        """
        [AC-MARH-12] Add tool call trace to request.
        """
        trace = self._traces.get(request_id)
        if not trace:
            logger.warning(f"[AC-MARH-12] Trace not found for tool call: {request_id}")
            return

        if trace.tool_calls is None:
            trace.tool_calls = []

        trace.tool_calls.append(tool_call)

        if trace.tools_used is None:
            trace.tools_used = []

        if tool_call.tool_name not in trace.tools_used:
            trace.tools_used.append(tool_call.tool_name)

        logger.debug(
            f"[AC-MARH-12] Tool call recorded: request_id={request_id}, "
            f"tool={tool_call.tool_name}, status={tool_call.status.value}"
        )

    def end_trace(
        self,
        request_id: str,
        tenant_id: str,
        session_id: str,
        latency_ms: int,
    ) -> AuditRecord:
        """
        [AC-MARH-12] End trace and create audit record.
        """
        trace = self._traces.get(request_id)
        if not trace:
            logger.warning(f"[AC-MARH-12] Trace not found for end: {request_id}")
            return AuditRecord(
                tenant_id=tenant_id,
                session_id=session_id,
                request_id=request_id,
                generation_id=str(uuid.uuid4()),
                mode=ExecutionMode.FIXED,
                latency_ms=latency_ms,
            )

        audit = AuditRecord(
            tenant_id=tenant_id,
            session_id=session_id,
            request_id=request_id,
            generation_id=trace.generation_id or str(uuid.uuid4()),
            mode=trace.mode,
            intent=trace.intent,
            tool_calls=[tc.model_dump() for tc in trace.tool_calls] if trace.tool_calls else [],
            guardrail_triggered=trace.guardrail_triggered or False,
            guardrail_rule_id=trace.guardrail_rule_id,
            interrupt_consumed=trace.interrupt_consumed or False,
            fallback_reason_code=trace.fallback_reason_code,
            react_iterations=trace.react_iterations or 0,
            latency_ms=latency_ms,
            created_at=time.strftime("%Y-%m-%d %H:%M:%S"),
        )

        self._audit_records.append(audit)

        if request_id in self._traces:
            del self._traces[request_id]

        logger.info(
            f"[AC-MARH-12] Trace ended: request_id={request_id}, "
            f"mode={trace.mode.value}, latency_ms={latency_ms}"
        )

        return audit

    def get_audit_records(
        self,
        tenant_id: str,
        session_id: str | None = None,
        limit: int = 100,
    ) -> list[AuditRecord]:
        """Get audit records for a tenant/session."""
        records = [
            r for r in self._audit_records
            if r.tenant_id == tenant_id
        ]

        if session_id:
            records = [r for r in records if r.session_id == session_id]

        return records[-limit:]

    def clear_audit_records(self, tenant_id: str | None = None) -> int:
        """Clear audit records, optionally filtered by tenant."""
        if tenant_id:
            original_count = len(self._audit_records)
            self._audit_records = [
                r for r in self._audit_records
                if r.tenant_id != tenant_id
            ]
            return original_count - len(self._audit_records)
        else:
            count = len(self._audit_records)
            self._audit_records = []
            return count