import type { EnrichedVehicle, InventoryVehicle, SchedulingSuggestion, CandidateVehicle, VehicleClassification, SchedulingSummary, } from './types.js'; function fmtKmSimple(v: number): string { if (v >= 10000) return (v / 10000).toFixed(1) + '万'; return Math.round(v).toLocaleString(); } // --------------------------------------------------------------------------- // 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 { // Use current year completion rate instead of overall const yearCompletionRate = v.yearTarget > 0 ? v.currentYearMileage / v.yearTarget : 0; return { plateNumber: v.plateNumber, targetId: v.targetId, targetName: v.targetName, vehicleType: v.vehicleType, totalMileage: v.totalMileage, currentYearMileage: v.currentYearMileage, completionRate: yearCompletionRate, yearTarget: v.yearTarget, region: v.region, province: v.province, customer: v.customer, department: v.department, manager: v.manager, 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) --- // Take the hopeless car away → give to high-mileage customer to sprint. // Replace with an inventory car that is CLOSE to qualifying — the low-mileage // customer's remaining driving days can push it over the finish line. // // Key insight: pick candidates where // candidate.totalMileage + customer.avgDaily × daysLeft >= yearTarget // i.e., the customer's daily driving is enough to finish the candidate's target. // Among those, prefer the one with the smallest gap (easiest to finish). // Exclude already-qualified (>= 100%) — no value in swapping those. for (const vehicle of hopeless) { const customerCanAdd = vehicle.customerAvgDaily * vehicle.daysLeft; const candidates: CandidateVehicle[] = inventoryVehicles .filter((inv) => { if (!isTypeCompatible(vehicle.vehicleType, inv.vehicleType)) return false; if (inv.region !== vehicle.region) return false; // Exclude already fully qualified const effectiveTarget = inv.yearTarget ?? vehicle.yearTarget; if (effectiveTarget > 0 && inv.totalMileage >= effectiveTarget) return false; return true; }) .map((inv) => { const effectiveTarget = inv.yearTarget ?? vehicle.yearTarget; const mileageGap = Math.max(0, effectiveTarget - inv.totalMileage); const predictedAfterSwap = inv.totalMileage + customerCanAdd; const canQualifyAfterSwap = predictedAfterSwap >= effectiveTarget; return { plateNumber: inv.plateNumber, targetId: inv.targetId, targetName: inv.targetName, vehicleType: inv.vehicleType, totalMileage: inv.totalMileage, completionRate: inv.completionRate, yearTarget: inv.yearTarget ?? vehicle.yearTarget, region: inv.region, province: inv.province, mileageGap, predictedAfterSwap, canQualifyAfterSwap, }; }) .sort((a, b) => { // 1. Prefer "can qualify after swap" first if (a.canQualifyAfterSwap !== b.canQualifyAfterSwap) return a.canQualifyAfterSwap ? -1 : 1; // 2. Among qualifiable: smallest gap first (easiest to finish) // Among non-qualifiable: smallest gap first (closest to target) return a.mileageGap - b.mileageGap; }) .slice(0, 5); const yearRate = vehicle.yearTarget > 0 ? Math.round((vehicle.currentYearMileage / vehicle.yearTarget) * 100) : 0; const gap = Math.max(0, vehicle.yearTarget - vehicle.currentYearMileage); const canAddKm = Math.round(customerCanAdd); const reason = `该车在客户「${vehicle.customer}」处日均仅 ${Math.round(vehicle.customerAvgDaily)} km,完成率 ${yearRate}%,还差 ${fmtKmSimple(gap)} km,年底无法达标。` + `\n建议:将此车换走给高里程客户冲刺,换上一辆快达标的车——该客户剩余 ${vehicle.daysLeft} 天还能跑约 ${fmtKmSimple(canAddKm)} km,足以帮缺口小的车冲线。`; suggestions.push({ id: `hopeless-${vehicle.plateNumber}`, priority: 'high', type: 'rescue_hopeless', currentVehicle: toVehicleInfo(vehicle), candidates, reason, }); } // --- replace_qualified (medium priority) --- // Swap out the qualified car, swap in a car that NEEDS mileage. // The high-mileage customer will drive it hard → helps it reach target. // Exclude candidates already at target (gap <= 0) — swapping those in is pointless. for (const vehicle of qualified) { if (vehicle.customerAvgDaily <= vehicle.dailyRequiredMileage) continue; const candidates: CandidateVehicle[] = inventoryVehicles .filter((inv) => { if (!isTypeCompatible(vehicle.vehicleType, inv.vehicleType)) return false; if (inv.region !== vehicle.region) return false; // Must still need mileage — exclude already-qualified inventory const effectiveTarget = inv.yearTarget ?? vehicle.yearTarget; if (effectiveTarget > 0 && inv.totalMileage >= effectiveTarget) return false; return true; }) .map((inv) => { const effectiveTarget = inv.yearTarget ?? vehicle.yearTarget; const mileageGap = Math.max(0, effectiveTarget - inv.totalMileage); const predictedAfterSwap = inv.totalMileage + vehicle.customerAvgDaily * vehicle.daysLeft; const canQualifyAfterSwap = predictedAfterSwap >= effectiveTarget; return { plateNumber: inv.plateNumber, targetId: inv.targetId, targetName: inv.targetName, vehicleType: inv.vehicleType, totalMileage: inv.totalMileage, completionRate: inv.completionRate, yearTarget: inv.yearTarget ?? vehicle.yearTarget, region: inv.region, province: inv.province, mileageGap, predictedAfterSwap, canQualifyAfterSwap, }; }) .sort((a, b) => { // 1. canQualifyAfterSwap first if (a.canQualifyAfterSwap !== b.canQualifyAfterSwap) return a.canQualifyAfterSwap ? -1 : 1; // 2. Among qualifiable: biggest gap first (most value from the swap) return b.mileageGap - a.mileageGap; }) // Only keep candidates that can actually qualify at this customer .filter(c => c.canQualifyAfterSwap) .slice(0, 5); // Skip if no candidate can reach target — swap would be pointless if (candidates.length === 0) continue; const yearRate = vehicle.yearTarget > 0 ? Math.round((vehicle.currentYearMileage / vehicle.yearTarget) * 100) : 0; const canAddKm = vehicle.customerAvgDaily * vehicle.daysLeft; const reason = `该车在客户「${vehicle.customer}」处已达标(完成率 ${yearRate}%),客户日均 ${Math.round(vehicle.customerAvgDaily)} km × ${vehicle.daysLeft} 天 ≈ ${fmtKmSimple(canAddKm)} km。` + `\n建议:换上里程未达标的车,利用该客户的高日均帮新车快速冲线。`; suggestions.push({ id: `qualified-${vehicle.plateNumber}`, priority: 'medium', type: 'replace_qualified', currentVehicle: toVehicleInfo(vehicle), candidates, reason, }); } // Remove suggestions with no candidates const filteredSuggestions = suggestions.filter((s) => s.candidates.length > 0); // Sort: high priority first filteredSuggestions.sort((a, b) => { if (a.priority === b.priority) return 0; return a.priority === 'high' ? -1 : 1; }); // estimatedGain: count suggestions where at least one candidate canQualifyAfterSwap, // plus rescue_hopeless suggestions (each rescued car can potentially qualify at a new customer) const estimatedGain = filteredSuggestions.filter((s) => s.candidates.some((c) => c.canQualifyAfterSwap) || s.type === 'rescue_hopeless', ).length; const summary: SchedulingSummary = { qualifiedCount: qualified.length, hopelessCount: hopeless.length, suggestionCount: filteredSuggestions.length, estimatedGain, }; return { suggestions: filteredSuggestions, summary }; }