built rag search setup
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"""Runtime timing helpers for EPUB search."""
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from __future__ import annotations
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from dataclasses import dataclass
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from time import perf_counter
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from typing import TYPE_CHECKING
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if TYPE_CHECKING:
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from collections.abc import Callable
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@dataclass(frozen=True)
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class RuntimeStep:
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"""Elapsed runtime for one named search step."""
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name: str
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duration_ms: float
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counts_toward_total: bool = True
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def runtime_step_from_start(name: str, start_seconds: float) -> RuntimeStep:
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"""Create a runtime step from a prior perf_counter timestamp."""
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return RuntimeStep(name=name, duration_ms=(perf_counter() - start_seconds) * 1000)
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def timed_result[T, **P](
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name: str,
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operation: Callable[P, T],
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*args: P.args,
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**kwargs: P.kwargs,
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) -> tuple[T, RuntimeStep]:
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"""Run an operation and return its result plus elapsed runtime."""
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start_seconds = perf_counter()
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result = operation(*args, **kwargs)
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return result, runtime_step_from_start(name, start_seconds)
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