71 lines
1.7 KiB
Python
71 lines
1.7 KiB
Python
# -*- coding: utf-8 -*-
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"""iAOP-Template-Ti 一期 · 炉层杂质预警包（Issue #70 特征工程 + #71 无监督模型 + #72 告警规则）。
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导出三部分，覆盖 PRD 5.3 ③ 场景 A 全链路（采集 → 特征 → 评分 → 规则分级 →
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驾驶舱红色告警 → LLM 解释）：
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- 特征工程引擎（FeatureSpec/FeatureEngine，#70）；
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- 无监督异常评分器与预警决策（ZScoreScorer/ImpurityForecaster，#71）；
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- 声明式三级告警规则引擎（AlertRuleEngine，#72）。
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换行业只改模板配置，引擎与模型零改动（PRD 5.3）。
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"""
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from __future__ import annotations
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from .features import (
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FeatureKind,
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FeatureSpec,
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FeatureSpecError,
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FeatureValue,
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FeatureVector,
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FeatureEngine,
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FeatureTemplateConfig,
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load_feature_config,
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)
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from .model import (
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AlertDecision,
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FeatureVectorLike,
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ImpurityForecaster,
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LeadTimeResult,
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ThresholdRule,
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ZScoreScorer,
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evaluate_lead_time,
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)
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from .alert_rules import (
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Alert,
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AlertCondition,
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AlertRule,
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AlertRuleEngine,
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AlertRulesTemplateConfig,
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AlertSeverity,
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load_alert_rules_config,
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)
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__all__ = [
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# 特征工程（#70）
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"FeatureKind",
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"FeatureSpec",
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"FeatureSpecError",
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"FeatureValue",
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"FeatureVector",
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"FeatureEngine",
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"FeatureTemplateConfig",
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"load_feature_config",
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# 无监督模型（#71）
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"AlertDecision",
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"FeatureVectorLike",
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"ImpurityForecaster",
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"LeadTimeResult",
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"ThresholdRule",
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"ZScoreScorer",
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"evaluate_lead_time",
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# 告警规则（#72）
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"Alert",
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"AlertCondition",
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"AlertRule",
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"AlertRuleEngine",
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"AlertRulesTemplateConfig",
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"AlertSeverity",
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"load_alert_rules_config",
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]
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