from __future__ import annotations

from typing import Any

from pydantic import BaseModel, Field


class SystemDashboardRead(BaseModel):
    window_days: int
    generated_at: str
    has_real_data: bool
    totals: dict[str, Any] = Field(default_factory=dict)
    agent_daily_ratio: dict[str, Any] = Field(default_factory=dict)
    login_wave: dict[str, Any] = Field(default_factory=dict)
    token_daily_wave: dict[str, Any] = Field(default_factory=dict)
    user_token_usage: list[dict[str, Any]] = Field(default_factory=list)
    accuracy_comparison: dict[str, Any] = Field(default_factory=dict)
    usage_duration_summary: dict[str, Any] = Field(default_factory=dict)
    feedback_summary: list[dict[str, Any]] = Field(default_factory=list)
    tool_detail_rows: list[dict[str, Any]] = Field(default_factory=list)