관리자 사용량 근거를 정교화
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10 changed files with 1136 additions and 209 deletions
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@ -66,6 +66,8 @@ def build_model_cost_report(usage: Mapping[str, Any]) -> dict[str, Any]:
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by_provider = list(usage.get("by_provider") or [])
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budget = dict(usage.get("budget") or {})
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evaluator_cache = dict(usage.get("evaluator_cache") or {})
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total_cost_basis = str(usage.get("cost_basis") or "provider_reported")
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exact_cost_bases = {"provider_estimate", "provider_reported", "reference_rate"}
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models: list[dict[str, Any]] = []
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for item in by_provider:
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@ -87,6 +89,12 @@ def build_model_cost_report(usage: Mapping[str, Any]) -> dict[str, Any]:
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_number(row.get("recorded_cost_usd"), row_cost), 6
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)
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row_estimated_cost = round(_number(row.get("estimated_cost_usd")), 6)
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row_cost_basis = str(row.get("cost_basis") or "provider_reported")
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row_cost_complete = row_cost_basis not in {
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"partial",
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"partial_upper_bound",
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"unavailable",
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}
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models.append(
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{
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"provider": str(row.get("provider") or "unknown"),
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@ -100,13 +108,24 @@ def build_model_cost_report(usage: Mapping[str, Any]) -> dict[str, Any]:
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"cost_usd": row_cost,
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"recorded_cost_usd": row_recorded_cost,
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"estimated_cost_usd": row_estimated_cost,
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"cost_basis": str(row.get("cost_basis") or "provider_reported"),
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"cost_basis": row_cost_basis,
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"rate_label": row.get("rate_label"),
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"rate_source_url": row.get("rate_source_url"),
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"cost_share": _ratio(row_cost, total_cost),
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"cost_share": (
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_ratio(row_cost, total_cost)
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if total_cost_basis in exact_cost_bases
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and row_cost_basis in exact_cost_bases
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else None
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),
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"token_share": _ratio(float(row_tokens), float(total_tokens)),
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"cost_per_turn_usd": _cost_per_turn(row_cost, turns),
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"cost_per_1k_tokens_usd": _cost_per_1k_tokens(row_cost, row_tokens),
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"cost_per_turn_usd": (
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_cost_per_turn(row_cost, turns) if row_cost_complete else None
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),
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"cost_per_1k_tokens_usd": (
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_cost_per_1k_tokens(row_cost, row_tokens)
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if row_cost_complete
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else None
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),
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}
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)
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models.sort(key=lambda item: (-float(item["cost_usd"]), item["provider"], item["model"]))
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@ -120,15 +139,28 @@ def build_model_cost_report(usage: Mapping[str, Any]) -> dict[str, Any]:
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warnings.append("zero_cost_metered_usage")
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if estimated_cost > 0:
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warnings.append("reference_rate_cost")
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if any(item["cost_basis"] == "unavailable" for item in models):
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if any(item["cost_basis"] == "partial" for item in models):
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warnings.append("partial_model_cost")
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if any(item["cost_basis"] == "partial_upper_bound" for item in models):
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warnings.append("partial_upper_bound_model_cost")
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if any(item["cost_basis"] == "reference_upper_bound" for item in models):
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warnings.append("reference_upper_bound_cost")
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if any(
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item["cost_basis"] in {"partial", "partial_upper_bound", "unavailable"}
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for item in models
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):
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warnings.append("unavailable_model_cost")
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if str(budget.get("status") or "") in {"warn", "exceeded"}:
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if str(budget.get("status") or "") in {"warn", "exceeded", "indeterminate"}:
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warnings.append(f"budget_{budget.get('status')}")
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cache_hit_rate = _number(evaluator_cache.get("hit_rate"))
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if bool(evaluator_cache.get("enabled")) and _integer(evaluator_cache.get("requests")) > 0:
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if cache_hit_rate < 0.25:
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warnings.append("low_evaluator_cache_hit_rate")
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if models and models[0]["cost_share"] >= 0.8:
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if (
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models
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and isinstance(models[0]["cost_share"], (float, int))
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and models[0]["cost_share"] >= 0.8
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):
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warnings.append("dominant_model_cost")
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return {
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@ -152,14 +184,28 @@ def build_model_cost_report(usage: Mapping[str, Any]) -> dict[str, Any]:
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"cost_usd": total_cost,
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"recorded_cost_usd": recorded_cost,
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"estimated_cost_usd": estimated_cost,
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"cost_per_turn_usd": _cost_per_turn(total_cost, metered_turns),
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"cost_per_1k_tokens_usd": _cost_per_1k_tokens(total_cost, total_tokens),
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"cost_basis": total_cost_basis,
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"cost_per_turn_usd": (
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_cost_per_turn(total_cost, metered_turns)
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if total_cost_basis not in {"partial", "partial_upper_bound", "unavailable"}
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else None
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),
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"cost_per_1k_tokens_usd": (
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_cost_per_1k_tokens(total_cost, total_tokens)
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if total_cost_basis not in {"partial", "partial_upper_bound", "unavailable"}
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else None
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),
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},
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"budget": {
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"status": str(budget.get("status") or "disabled"),
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"limit_usd": round(_number(budget.get("limit_usd")), 6),
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"used_ratio": round(_number(budget.get("used_ratio")), 6),
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"remaining_usd": round(_number(budget.get("remaining_usd")), 6),
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"remaining_usd": (
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round(_number(budget.get("remaining_usd")), 6)
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if budget.get("remaining_usd") is not None
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else None
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),
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"cost_basis": str(budget.get("cost_basis") or total_cost_basis),
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},
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"evaluator_cache": {
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"enabled": bool(evaluator_cache.get("enabled")),
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