fix(prediction): 使用真实历史字段请求预测

src/server/prediction/client.test.ts

@@ -74,4 +74,19 @@ describe('prediction client helpers', () => {
   test('returns null for history-insufficient prediction requests', () => {
     expect(createPredictionRequest(battery, [battery, battery, battery, battery])).toBeNull()
   })
+
+  test('uses only real battery history fields in prediction requests', () => {
+    const request = createPredictionRequest(battery, [battery, battery, battery, battery, battery])
+    const firstHistory = request?.history[0]
+
+    expect(firstHistory).toEqual({
+      id: battery.id,
+      power: battery.power,
+      power_status: battery.powerStatus,
+      is_low_power: MYSQL_BOOLEAN.FALSE,
+      timestamp: battery.createTime,
+    })
+    expect(Object.hasOwn(firstHistory ?? {}, 'charge_capacity_ah')).toBe(false)
+    expect(Object.hasOwn(firstHistory ?? {}, 'coulombic_efficiency_pct')).toBe(false)
+  })
 })

src/server/prediction/client.ts

@@ -1,12 +1,6 @@
 import { LRUCache } from 'lru-cache'
 import { z } from 'zod'
-import {
-  type BatteryInfo,
-  type BatteryPrediction,
-  POWER_STATUS,
-  type PowerStatus,
-  toMysqlBoolean,
-} from '@/domain/battery'
+import { type BatteryInfo, type BatteryPrediction, type PowerStatus, toMysqlBoolean } from '@/domain/battery'
 import { env } from '@/env'
 import { getLogger } from '@/server/logger'
 
@@ -26,14 +20,10 @@ export const sohPredictionSchema = z.object({
 export type SohPrediction = BatteryPrediction & z.infer<typeof sohPredictionSchema>
 
 type PredictionHistoryItem = {
-  cycle: number
-  charge_capacity_ah: number
-  discharge_capacity_ah: number
-  charge_energy_wh: number
-  discharge_energy_wh: number
-  charge_time: string
-  discharge_time: string
-  coulombic_efficiency_pct: number
+  id: number
+  power: number
+  power_status: PowerStatus
+  is_low_power: string
   timestamp: string
 }
 
@@ -78,8 +68,6 @@ const negativeCache = new LRUCache<string, true>({
 })
 const inFlightRequests = new Map<string, Promise<SohPrediction | null>>()
 
-const round2 = (value: number) => Math.round(value * 100) / 100
-
 function normalizeMysqlDateTime(value: string) {
   if (!value.includes('T')) return value
 
@@ -94,23 +82,12 @@ function createCacheKey(battery: BatteryInfo, history: BatteryInfo[]) {
   return `${battery.mac}:${latestId}:${latestTime}`
 }
 
-function createHistoryItem(item: BatteryInfo, index: number): PredictionHistoryItem {
-  const sohRatio = Math.max(0.5, Math.min(1, item.power / 100))
-  const chargeCapacity = round2(3.2 * sohRatio)
-  const efficiency = round2(Math.max(80, Math.min(99, 92 + item.power / 12 - (item.isLowPower ? 4 : 0))))
-  const dischargeCapacity = round2(chargeCapacity * (efficiency / 100))
-  const chargeEnergy = round2(chargeCapacity * 3.75)
-  const dischargeEnergy = round2(dischargeCapacity * 3.7)
-
+function createHistoryItem(item: BatteryInfo): PredictionHistoryItem {
   return {
-    cycle: index + 1,
-    charge_capacity_ah: chargeCapacity,
-    discharge_capacity_ah: dischargeCapacity,
-    charge_energy_wh: chargeEnergy,
-    discharge_energy_wh: dischargeEnergy,
-    charge_time: item.powerStatus === POWER_STATUS.CHARGING ? '01:20:00' : '01:18:00',
-    discharge_time: item.isLowPower ? '00:58:00' : '01:10:00',
-    coulombic_efficiency_pct: efficiency,
+    id: item.id,
+    power: item.power,
+    power_status: item.powerStatus,
+    is_low_power: toMysqlBoolean(item.isLowPower),
     timestamp: normalizeMysqlDateTime(item.createTime),
   }
 }