47 lines
1.3 KiB
Python
47 lines
1.3 KiB
Python
from typing import Any, Dict, List
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from pydantic import BaseModel, Field
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class StatisticsSummary(BaseModel):
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"""统计数据摘要"""
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total_requests: int = Field(0, description="总请求数")
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total_cost: float = Field(0.0, description="总花费")
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total_tokens: int = Field(0, description="总token数")
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online_time: float = Field(0.0, description="在线时间（秒）")
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total_messages: int = Field(0, description="总消息数")
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total_replies: int = Field(0, description="总回复数")
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avg_response_time: float = Field(0.0, description="平均响应时间")
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cost_per_hour: float = Field(0.0, description="每小时花费")
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tokens_per_hour: float = Field(0.0, description="每小时token数")
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class ModelStatistics(BaseModel):
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"""模型统计"""
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model_name: str
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request_count: int
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total_cost: float
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total_tokens: int
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avg_response_time: float
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class TimeSeriesData(BaseModel):
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"""时间序列数据"""
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timestamp: str
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requests: int = 0
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cost: float = 0.0
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tokens: int = 0
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class DashboardData(BaseModel):
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"""仪表盘数据"""
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summary: StatisticsSummary
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model_stats: List[ModelStatistics]
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hourly_data: List[TimeSeriesData]
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daily_data: List[TimeSeriesData]
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recent_activity: List[Dict[str, Any]]
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