feat(scheduling): add algorithm pure functions and export mapRegion

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
This commit is contained in:
kkfluous
2026-04-16 20:21:50 +08:00
parent 569b5ea349
commit 460c9906e1
2 changed files with 186 additions and 1 deletions

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@@ -0,0 +1,185 @@
import type {
EnrichedVehicle, InventoryVehicle, SchedulingSuggestion,
CandidateVehicle, VehicleClassification, SchedulingSummary,
} from './types.js';
// ---------------------------------------------------------------------------
// 1. Vehicle type compatibility
// ---------------------------------------------------------------------------
export function isTypeCompatible(sourceType: string, candidateType: string): boolean {
if (sourceType === candidateType) return true;
// Cold-chain 4.5T can replace plain-cargo 4.5T
if (candidateType === '4.5T冷链' && (sourceType === '4.5T冷链' || sourceType === '4.5T普货')) return true;
return false;
}
// ---------------------------------------------------------------------------
// 2. Vehicle classification
// ---------------------------------------------------------------------------
export function classifyVehicle(
currentYearIsQualified: boolean,
predictedYearEnd: number,
yearTarget: number,
): VehicleClassification {
if (currentYearIsQualified || predictedYearEnd / yearTarget >= 1.2) return 'qualified';
if (predictedYearEnd / yearTarget < 0.6) return 'hopeless';
return 'normal';
}
// ---------------------------------------------------------------------------
// 3. Helper convert EnrichedVehicle to SchedulingVehicleInfo shape
// ---------------------------------------------------------------------------
import type { SchedulingVehicleInfo } from './types.js';
export function toVehicleInfo(v: EnrichedVehicle): SchedulingVehicleInfo {
return {
plateNumber: v.plateNumber,
targetId: v.targetId,
targetName: v.targetName,
vehicleType: v.vehicleType,
totalMileage: v.totalMileage,
completionRate: v.completionRate,
yearTarget: v.yearTarget,
region: v.region,
province: v.province,
customer: v.customer,
customerAvgDaily: v.customerAvgDaily,
predictedYearEnd: v.predictedYearEnd,
daysLeft: v.daysLeft,
};
}
// ---------------------------------------------------------------------------
// 4. Main algorithm generate scheduling suggestions
// ---------------------------------------------------------------------------
export function generateSuggestions(
vehicles: EnrichedVehicle[],
inventoryVehicles: InventoryVehicle[],
): { suggestions: SchedulingSuggestion[]; summary: SchedulingSummary } {
const qualified = vehicles.filter((v) => v.classification === 'qualified');
const hopeless = vehicles.filter((v) => v.classification === 'hopeless');
const suggestions: SchedulingSuggestion[] = [];
// --- rescue_hopeless (high priority) ---
for (const vehicle of hopeless) {
const candidates: CandidateVehicle[] = inventoryVehicles
.filter(
(inv) =>
isTypeCompatible(vehicle.vehicleType, inv.vehicleType) &&
inv.region === vehicle.region &&
inv.completionRate >= 0.8,
)
.map((inv) => {
const mileageGap = (inv.yearTarget ?? 0) - inv.totalMileage;
const predictedAfterSwap =
inv.totalMileage + vehicle.customerAvgDaily * vehicle.daysLeft;
const canQualifyAfterSwap =
inv.yearTarget != null && predictedAfterSwap >= inv.yearTarget;
return {
plateNumber: inv.plateNumber,
targetId: inv.targetId,
targetName: inv.targetName,
vehicleType: inv.vehicleType,
totalMileage: inv.totalMileage,
completionRate: inv.completionRate,
yearTarget: inv.yearTarget,
region: inv.region,
province: inv.province,
mileageGap,
predictedAfterSwap,
canQualifyAfterSwap,
};
})
.sort((a, b) => {
if (a.canQualifyAfterSwap !== b.canQualifyAfterSwap)
return a.canQualifyAfterSwap ? -1 : 1;
return b.completionRate - a.completionRate;
})
.slice(0, 5);
const reason = `${vehicle.customer}日均里程仅 ${Math.round(vehicle.customerAvgDaily)} KM该车达标概率 ${Math.round((vehicle.predictedYearEnd / vehicle.yearTarget) * 100)}%,建议替换为已达标车辆,将此车调配给高里程客户。`;
suggestions.push({
id: `hopeless-${vehicle.plateNumber}`,
priority: 'high',
type: 'rescue_hopeless',
currentVehicle: toVehicleInfo(vehicle),
candidates,
reason,
});
}
// --- replace_qualified (medium priority) ---
for (const vehicle of qualified) {
if (vehicle.customerAvgDaily <= vehicle.dailyRequiredMileage) continue;
const candidates: CandidateVehicle[] = inventoryVehicles
.filter(
(inv) =>
isTypeCompatible(vehicle.vehicleType, inv.vehicleType) &&
inv.region === vehicle.region,
)
.map((inv) => {
const mileageGap = (inv.yearTarget ?? 0) - inv.totalMileage;
const predictedAfterSwap =
inv.totalMileage + vehicle.customerAvgDaily * vehicle.daysLeft;
const canQualifyAfterSwap =
inv.yearTarget != null && predictedAfterSwap >= inv.yearTarget;
return {
plateNumber: inv.plateNumber,
targetId: inv.targetId,
targetName: inv.targetName,
vehicleType: inv.vehicleType,
totalMileage: inv.totalMileage,
completionRate: inv.completionRate,
yearTarget: inv.yearTarget,
region: inv.region,
province: inv.province,
mileageGap,
predictedAfterSwap,
canQualifyAfterSwap,
};
})
.sort((a, b) => {
if (a.canQualifyAfterSwap !== b.canQualifyAfterSwap)
return a.canQualifyAfterSwap ? -1 : 1;
return b.mileageGap - a.mileageGap;
})
.slice(0, 5);
const reason = `${vehicle.customer}日均里程 ${Math.round(vehicle.customerAvgDaily)} KM高里程该车已达标完成率 ${Math.round(vehicle.completionRate * 100)}%),建议换上里程缺口大的车辆以加速达标。`;
suggestions.push({
id: `qualified-${vehicle.plateNumber}`,
priority: 'medium',
type: 'replace_qualified',
currentVehicle: toVehicleInfo(vehicle),
candidates,
reason,
});
}
// Sort: high priority first
suggestions.sort((a, b) => {
if (a.priority === b.priority) return 0;
return a.priority === 'high' ? -1 : 1;
});
const estimatedGain = suggestions.filter((s) =>
s.candidates.some((c) => c.canQualifyAfterSwap),
).length;
const summary: SchedulingSummary = {
qualifiedCount: qualified.length,
hopelessCount: hopeless.length,
suggestionCount: suggestions.length,
estimatedGain,
};
return { suggestions, summary };
}

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@@ -91,7 +91,7 @@ WHERE truck.is_deleted = 0
const REGIONS = ['嘉兴', '广东', '北京', '新疆', '其他'] as const;
const INVENTORY_REGIONS = ['江浙沪', '广东', '新疆', '其它'] as const;
function mapRegion(province: string | null, city: string | null): string {
export function mapRegion(province: string | null, city: string | null): string {
if (!province && !city) return '其他';
const loc = (city || province || '').trim();
if (loc.includes('嘉兴') || loc.includes('浙江') || loc.includes('上海') || loc.includes('江苏')) return '嘉兴';