AdministratorandClaude Opus 4.8
e7c745a512
- 排行榜改为按天预计算快照(admin_leaderboard_daily_stats),请求只读取合并,重统计移至后台调度;过去日不可变、当天 TTL 刷新,避免在线聚合长时间占用数据库 - 为 runs/tool_call_metrics/llm_call_metrics/threads_meta 增加面向时间段+用户聚合的复合索引(model __table_args__ + migration 20260608_01) - 连接池可调:DatabaseConfig 新增 max_overflow / pool_timeout,接入 postgres/mysql 引擎;config.yaml 上调 pool_size=20/max_overflow=20 - 新增手动执行的索引脚本 scripts/sql/leaderboard_indexes_mysql.sql(幂等,适用于已存在数据、create_all 不补索引且 alembic 关闭的部署) Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
64 lines
2.6 KiB
Python
64 lines
2.6 KiB
Python
"""ORM model for per-tool-call (skill-call) metrics."""
|
|
|
|
from __future__ import annotations
|
|
|
|
from datetime import UTC, datetime
|
|
|
|
from sqlalchemy import Index, Integer, String, Text
|
|
from sqlalchemy.orm import Mapped, mapped_column
|
|
|
|
from deerflow.persistence.base import Base
|
|
from deerflow.persistence.types import BeijingDateTime
|
|
|
|
|
|
class ToolCallMetricRow(Base):
|
|
"""One row per completed (or failed) tool / skill invocation.
|
|
|
|
Unlike :class:`LlmCallMetricRow` this also captures *self-handled*
|
|
failures — search tools that swallow an HTTP 429/403 and return an error
|
|
payload instead of raising — so an admin can see "retrieval failed" /
|
|
"IP blocked" events that never surfaced as exceptions.
|
|
"""
|
|
|
|
__tablename__ = "tool_call_metrics"
|
|
__table_args__ = (
|
|
Index("ix_tool_call_metrics_created_user", "created_at", "user_id"),
|
|
Index("ix_tool_call_metrics_run_created", "run_id", "created_at"),
|
|
)
|
|
|
|
id: Mapped[str] = mapped_column(String(64), primary_key=True)
|
|
created_at: Mapped[datetime] = mapped_column(BeijingDateTime(), default=lambda: datetime.now(UTC), index=True)
|
|
|
|
user_id: Mapped[str | None] = mapped_column(String(64), index=True)
|
|
thread_id: Mapped[str | None] = mapped_column(String(64), index=True)
|
|
run_id: Mapped[str | None] = mapped_column(String(64), index=True)
|
|
agent_name: Mapped[str | None] = mapped_column(String(128), index=True)
|
|
tool_name: Mapped[str | None] = mapped_column(String(128), index=True)
|
|
# The specific Agent Skill targeted by a skill tool call (from the call's
|
|
# ``name`` argument); null for non-skill tool calls.
|
|
skill_name: Mapped[str | None] = mapped_column(String(128), index=True)
|
|
|
|
duration_ms: Mapped[int] = mapped_column(Integer, default=0)
|
|
|
|
# "success" or "error".
|
|
status: Mapped[str] = mapped_column(String(16), default="success", index=True)
|
|
# Coarse failure bucket; null on success.
|
|
error_category: Mapped[str | None] = mapped_column(String(32), index=True)
|
|
error_message: Mapped[str | None] = mapped_column(Text)
|
|
|
|
def to_dict(self) -> dict:
|
|
return {
|
|
"id": self.id,
|
|
"created_at": self.created_at.isoformat() if isinstance(self.created_at, datetime) else self.created_at,
|
|
"user_id": self.user_id,
|
|
"thread_id": self.thread_id,
|
|
"run_id": self.run_id,
|
|
"agent_name": self.agent_name,
|
|
"tool_name": self.tool_name,
|
|
"skill_name": self.skill_name,
|
|
"duration_ms": self.duration_ms,
|
|
"status": self.status,
|
|
"error_category": self.error_category,
|
|
"error_message": self.error_message,
|
|
}
|