Merge branch 'dev' into prcix9320

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q434343
2026-03-25 14:44:52 +08:00
parent 792504e08c
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"""虚拟样品演示设备 — 用于前端 sample tracking 功能的极简 demo"""
import asyncio
import logging
import random
import time
from typing import Any, Dict, List, Optional
class VirtualSampleDemo:
"""虚拟样品追踪演示设备,提供两种典型返回模式:
- measure_samples: 等长输入输出 (前端按 index 自动对齐)
- split_and_measure: 输出比输入长,附带 samples 列标注归属
"""
def __init__(self, device_id: Optional[str] = None, config: Optional[Dict[str, Any]] = None, **kwargs):
if device_id is None and "id" in kwargs:
device_id = kwargs.pop("id")
if config is None and "config" in kwargs:
config = kwargs.pop("config")
self.device_id = device_id or "unknown_sample_demo"
self.config = config or {}
self.logger = logging.getLogger(f"VirtualSampleDemo.{self.device_id}")
self.data: Dict[str, Any] = {"status": "Idle"}
# ------------------------------------------------------------------
# Action 1: 等长输入输出,无 samples 列
# ------------------------------------------------------------------
async def measure_samples(self, concentrations: List[float]) -> Dict[str, Any]:
"""模拟光度测量。absorbance = concentration * 0.05 + noise
入参和出参 list 长度相等,前端按 index 自动对齐。
"""
self.logger.info(f"measure_samples: concentrations={concentrations}")
absorbance = [round(c * 0.05 + random.gauss(0, 0.005), 4) for c in concentrations]
return {"concentrations": concentrations, "absorbance": absorbance}
# ------------------------------------------------------------------
# Action 2: 输出比输入长,带 samples 列
# ------------------------------------------------------------------
async def split_and_measure(self, volumes: List[float], split_count: int = 3) -> Dict[str, Any]:
"""将每个样品均分为 split_count 份后逐份测量。
返回的 list 长度 = len(volumes) * split_count
附带 samples 列标注每行属于第几个输入样品 (0-based index)。
"""
self.logger.info(f"split_and_measure: volumes={volumes}, split_count={split_count}")
out_volumes: List[float] = []
readings: List[float] = []
samples: List[int] = []
for idx, vol in enumerate(volumes):
split_vol = round(vol / split_count, 2)
for _ in range(split_count):
out_volumes.append(split_vol)
readings.append(round(random.uniform(0.1, 1.0), 4))
samples.append(idx)
return {"volumes": out_volumes, "readings": readings, "unilabos_samples": samples}
# ------------------------------------------------------------------
# Action 3: 入参和出参都带 samples 列(不等长)
# ------------------------------------------------------------------
async def analyze_readings(self, readings: List[float], samples: List[int]) -> Dict[str, Any]:
"""对 split_and_measure 的输出做二次分析。
入参 readings/samples 长度相同但 > 原始样品数,
出参同样带 samples 列,长度与入参一致。
"""
self.logger.info(f"analyze_readings: readings={readings}, samples={samples}")
scores: List[float] = []
passed: List[bool] = []
threshold = 0.4
for r in readings:
score = round(r * 100 + random.gauss(0, 2), 2)
scores.append(score)
passed.append(r >= threshold)
return {"scores": scores, "passed": passed, "unilabos_samples": samples}
# ------------------------------------------------------------------
# 状态属性
# ------------------------------------------------------------------
@property
def status(self) -> str:
return self.data.get("status", "Idle")