from agent_core.results import AgentResult

from .models import AgentAuditLog, NotificationRecord


def create_audit_log(
    scenario_id: str,
    scenario_name: str,
    user_input: str,
    agent_result: AgentResult,
    batch_id: str = "",
    conversation_id: str = "",
    product_name: str = "",
) -> AgentAuditLog:
    """
    将一次 Agent 执行结果落库为审计日志。

    设计原则：
    - 成功与失败都必须记录，方便复盘整条执行链路
    - 敏感信息在写库前先脱敏，避免误存 API Key
    - 对前端和 Django Model 统一输出稳定字段
    """
    return AgentAuditLog.objects.create(
        scenario_id=scenario_id,
        scenario_name=scenario_name,
        batch_id=batch_id,
        conversation_id=conversation_id,
        product_name=product_name,
        user_input=user_input,
        retrieved_chunks=agent_result.references,
        tool_calls=agent_result.tool_calls,
        structured_output=agent_result.structured_output,
        final_answer=agent_result.answer,
        raw_output=agent_result.raw_output,
        model_name=agent_result.model_name,
        latency_ms=max(agent_result.latency_ms, 0),
        status=agent_result.status,
        error_message=mask_sensitive_text(agent_result.error),
    )


def mask_sensitive_text(value: str) -> str:
    """
    对错误文本中的敏感配置进行脱敏。

    当前至少处理：
    - `LLM_API_KEY=...`
    - `EMBEDDING_API_KEY=...`
    """
    masked = value
    for marker in ("LLM_API_KEY=", "EMBEDDING_API_KEY="):
        masked = _mask_token_after_marker(masked, marker)
    return masked


def _mask_token_after_marker(value: str, marker: str) -> str:
    """将 marker 后紧跟的 token 替换为脱敏占位符。"""
    if marker not in value:
        return value
    prefix, _, suffix = value.partition(marker)
    secret, separator, rest = suffix.partition(" ")
    masked_secret = "sk-***" if secret.startswith("sk-") else "***"
    return f"{prefix}{marker}{masked_secret}{separator}{rest}"


def create_notification_record(
    *,
    batch_id: str,
    conversation_id: str,
    product_name: str,
    trigger_source: str,
    notify_reason: str,
    owner_role: str,
    feishu_user_id: str,
    message_status: str,
    web_detail_url: str,
    receipt: dict,
) -> NotificationRecord:
    """
    保存通知留痕。

    V1 先把通知载荷和结果状态稳定落库，
    真实飞书发送可在后续阶段接入。
    """
    return NotificationRecord.objects.create(
        batch_id=batch_id,
        conversation_id=conversation_id,
        product_name=product_name,
        trigger_source=trigger_source,
        notify_reason=notify_reason,
        owner_role=owner_role,
        feishu_user_id=feishu_user_id,
        message_status=message_status,
        web_detail_url=web_detail_url,
        receipt=receipt,
    )