feat: 完成 issue #3 边缘采集网关模板化封装
- 点位字典 CSV schema/加载/自动校验(缺失字段/量纲/重复点号,PRD 5.1) - 协议可插拔只读驱动:OPC UA(S7-1200 适配)/S7/Modbus/称重/能源/模拟 - 周期采集引擎:只读+背压保护+健康度指标(丢失率/P99/可用性) - Kafka 流式上行 + 本地 spool 断点续传(丢失率≤0.02% 保障) - 模板配置外置(gateway.yaml + 点位字典 CSV),换行业零改码 - 18 个单元测试全绿;端到端运行 SLA 达标
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# -*- coding: utf-8 -*-
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"""周期采集调度引擎 —— 只读采集 + 背压保护 + 健康度上报。
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模板化封装要点:
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- 采集配置全部外置(gateway.yaml),引擎不关心具体协议;
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- 点位按驱动实例的 device 匹配规则分组,一次 tick 内按驱动批量读取;
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- 严格只读:引擎只调用 Driver.read_points(),不存在任何控制指令路径;
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- 背压保护:未确认(spool 待上行)记录超过阈值时丢弃新样本并计入丢失,
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防止 Kafka 故障时内存/磁盘无限增长;
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- 每个 tick 结束记录轮次耗时与样本成败 → HealthMetrics(P99/丢失率/可用性)。
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"""
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from __future__ import annotations
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import logging
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import threading
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import time
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from typing import Dict, List, Optional, Tuple
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from drivers.base import Driver, SampleValue
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from point_dict.loader import Point, PointDict
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from .metrics import HealthMetrics
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from .spool import SpoolStore
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logger = logging.getLogger("edge_gateway.engine")
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class CollectorEngine:
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"""只读采集调度引擎(单线程 tick,可替换为 asyncio 版本保持接口不变)。"""
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def __init__(
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self,
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point_dict: PointDict,
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driver_slots: List[Tuple[str, Driver, List[str]]],
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spool: SpoolStore,
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metrics: HealthMetrics,
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interval_ms: int = 1000,
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max_pending: int = 100_000,
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):
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"""
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Args:
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point_dict: 点位字典(已通过校验);
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driver_slots: [(protocol, driver, device_prefixes)],
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device_prefixes 为空列表 = 兜底驱动(接收未分配点位);
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spool: 本地缓存(断点续传);
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metrics: 健康度统计;
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interval_ms: 采集周期(模板配置,点位字典未覆盖时的默认值);
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max_pending: 背压阈值(未确认 spool 记录数上限)。
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"""
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self.point_dict = point_dict
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self.driver_slots = driver_slots
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self.spool = spool
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self.metrics = metrics
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self.interval_ms = max(50, int(interval_ms))
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self.max_pending = max(1, int(max_pending))
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self._stop = threading.Event()
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self._thread: Optional[threading.Thread] = None
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self._point_to_driver = self._build_routing()
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# ------------------------------------------------------------------
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def _build_routing(self) -> Dict[str, Driver]:
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"""按设备前缀把点位路由到对应驱动实例(模板配置驱动)。"""
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routing: Dict[str, Driver] = {}
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for protocol, driver, prefixes in self.driver_slots:
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for p in self.point_dict.points:
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if p.point_id in routing:
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continue
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if not prefixes or any(p.device_id.startswith(pre) for pre in prefixes):
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routing[p.point_id] = driver
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return routing
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# ------------------------------------------------------------------
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def collect_once(self, sink=None) -> int:
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"""执行一轮采集:读点位 → 写 spool → 上行。
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Args:
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sink: 可选 KafkaSink;为 None 时仅写入 spool(离线采集模式)。
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Returns:
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本轮成功读到的样本数。
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"""
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started = time.monotonic()
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expected = len(self.point_dict.points)
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got = 0
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samples: List[dict] = []
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# 1) 按驱动分组读取(只读)
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by_driver: Dict[Driver, List[Point]] = {}
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for p in self.point_dict.points:
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drv = self._point_to_driver.get(p.point_id)
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if drv is None:
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continue
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by_driver.setdefault(drv, []).append(p)
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for drv, points in by_driver.items():
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try:
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values = drv.read_points(points)
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except Exception: # 驱动级异常:本轮整体记失败,不中断网关
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logger.exception("驱动读取异常: %s", drv.protocol)
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self.metrics.record_round(time.monotonic() - started, expected, got, failed=True)
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return got
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for p in points:
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value = values.get(p.point_id)
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if value is None:
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continue # 未读到 → 计入丢失
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got += 1
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ts = time.time()
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samples.append(
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{"device_id": p.device_id, "point_id": p.point_id,
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"value": value, "ts": ts, "unit": p.unit}
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)
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# 2) 背压保护:待上行记录超阈值时丢弃新样本
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pending = self.spool.total_pending()
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if pending >= self.max_pending:
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dropped = len(samples)
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samples = []
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# 丢弃样本计入丢失率
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self.metrics.record_round(time.monotonic() - started, expected, got, failed=False)
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logger.warning("背压保护触发:spool 待上行 %d 条 ≥ 阈值 %d,丢弃本轮 %d 条样本",
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pending, self.max_pending, dropped)
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return got
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# 3) 写 spool(断点续传落盘)
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for s in samples:
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self.spool.append(s["device_id"], s["point_id"], s["value"], s["ts"])
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# 4) 上行(Kafka);失败由 sink 内部重试/保留 spool
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if sink is not None:
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try:
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sink.publish(samples)
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except Exception:
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logger.exception("上行异常,样本保留在 spool 等待重发")
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latency = time.monotonic() - started
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self.metrics.record_round(latency, expected, got)
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return got
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# ------------------------------------------------------------------
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def run_forever(self, sink=None) -> None:
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"""tick 循环入口(供线程调用)。"""
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while not self._stop.is_set():
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try:
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self.collect_once(sink=sink)
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except Exception:
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logger.exception("采集轮次异常")
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# 下一轮 tick 对齐 interval_ms
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self._stop.wait(self.interval_ms / 1000.0)
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def start(self, sink=None) -> None:
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"""后台启动采集线程。"""
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if self._thread is not None and self._thread.is_alive():
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return
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self._stop.clear()
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self._thread = threading.Thread(
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target=self.run_forever, args=(sink,), name="edge-gateway-collector", daemon=True
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)
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self._thread.start()
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def stop(self) -> None:
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"""停止采集线程。"""
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self._stop.set()
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if self._thread is not None:
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self._thread.join(timeout=5)
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self._thread = None
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