# -*- coding: utf-8 -*-
"""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）。

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 →
驾驶舱红色告警 → LLM 解释）：

- 特征工程引擎（FeatureSpec/FeatureEngine，#70）；
- 无监督异常评分器与预警决策（ZScoreScorer/ImpurityForecaster，#71）；
- 声明式三级告警规则引擎（AlertRuleEngine，#72）。

换行业只改模板配置，引擎与模型零改动（PRD 5.3）。
"""
from __future__ import annotations

from .features import (
    FeatureKind,
    FeatureSpec,
    FeatureSpecError,
    FeatureValue,
    FeatureVector,
    FeatureEngine,
    FeatureTemplateConfig,
    load_feature_config,
)
from .model import (
    AlertDecision,
    FeatureVectorLike,
    ImpurityForecaster,
    LeadTimeResult,
    ThresholdRule,
    ZScoreScorer,
    evaluate_lead_time,
)
from .alert_rules import (
    Alert,
    AlertCondition,
    AlertRule,
    AlertRuleEngine,
    AlertRulesTemplateConfig,
    AlertSeverity,
    load_alert_rules_config,
)

__all__ = [
    # 特征工程（#70）
    "FeatureKind",
    "FeatureSpec",
    "FeatureSpecError",
    "FeatureValue",
    "FeatureVector",
    "FeatureEngine",
    "FeatureTemplateConfig",
    "load_feature_config",
    # 无监督模型（#71）
    "AlertDecision",
    "FeatureVectorLike",
    "ImpurityForecaster",
    "LeadTimeResult",
    "ThresholdRule",
    "ZScoreScorer",
    "evaluate_lead_time",
    # 告警规则（#72）
    "Alert",
    "AlertCondition",
    "AlertRule",
    "AlertRuleEngine",
    "AlertRulesTemplateConfig",
    "AlertSeverity",
    "load_alert_rules_config",
]