Spaces:
Sleeping
Sleeping
Trae Assistant commited on
Commit ·
7a3ff56
0
Parent(s):
Enhance: Fix Vue delimiters, add upload/export, add default data
Browse files- .gitignore +4 -0
- Dockerfile +15 -0
- README.md +74 -0
- app.py +206 -0
- requirements.txt +3 -0
- templates/index.html +440 -0
.gitignore
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__pycache__/
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*.py[cod]
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.venv
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.DS_Store
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Dockerfile
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FROM python:3.11-slim
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WORKDIR /app
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COPY requirements.txt .
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RUN pip install --no-cache-dir -r requirements.txt
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COPY . .
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# Create a non-root user for security (and HF Spaces compatibility)
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RUN useradd -m -u 1000 user
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USER user
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ENV PATH="/home/user/.local/bin:$PATH"
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CMD ["gunicorn", "-b", "0.0.0.0:7860", "app:app"]
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README.md
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---
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title: Fleet Route Commander
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emoji: 🚚
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colorFrom: blue
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colorTo: red
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sdk: docker
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pinned: false
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short_description: 智能车队路径规划与物流优化系统 (VRP Solver)
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---
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# 智能车队路径指挥官 (Fleet Route Commander)
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这是一个基于 **Clarke-Wright Savings Algorithm** 的智能物流路径规划系统(VRP Solver)。
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旨在帮助物流调度员、车队经理优化配送路线,降低运输成本,提高车辆装载率。
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## 核心功能
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1. **交互式地图编辑器**:
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* 在画布上自由添加“客户点”(左键)和“仓库点”(右键)。
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* 实时调整客户需求量和车辆容量限制。
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* **支持数据导入/导出**:可上传 JSON 文件快速加载场景,或保存当前布局。
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2. **智能路径算法**:
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* 内置 VRP 求解引擎,自动计算最优配送路线。
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* 考虑车辆容量约束 (CVRP),避免超载。
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* 最小化车队总行驶里程。
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3. **可视化结果**:
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* 不同颜色区分不同车辆的行驶路径。
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* 实时显示总里程、所需车辆数、单车负载率。
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## 技术栈
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* **Backend**: Python Flask (API 服务 + 算法逻辑)
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* **Frontend**: Vue.js 3 + Tailwind CSS (无构建流程,纯 CDN 极速加载)
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* **Visualization**: HTML5 Canvas (高性能地图绘制)
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* **Deployment**: Docker (Hugging Face Spaces 兼容)
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## 商业应用场景
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* **城市配送**:外卖、快递、生鲜配送的区域调度。
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* **干线物流**:多点提货/卸货的路径优化。
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* **校车/班车规划**:接送站点的最优串联。
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* **垃圾回收**:市政环卫车辆的清运路线设计。
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## 快速开始
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### 本地运行
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```bash
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# 1. 安装依赖
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pip install -r requirements.txt
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# 2. 运行应用
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python app.py
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```
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### Docker 运行
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```bash
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docker build -t fleet-route-commander .
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docker run -p 7860:7860 fleet-route-commander
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```
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打开浏览器访问 `http://localhost:7860` 即可使用。
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## 算法说明
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本项目使用 **Clarke-Wright 节约算法 (Savings Algorithm)**:
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1. 初始化:假设每位客户由单独的车辆配送。
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2. 计算节约值:评估合并两个客户到同一条路线所能减少的距离。
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3. 迭代合并:按照节约值从大到小排序,在满足容量约束的前提下合并路线。
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4. 输出:生成车辆数最少、距离最短的配送方案。
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---
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*Created by Trae AI Assistant*
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app.py
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import os
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import math
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import json
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import numpy as np
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from flask import Flask, render_template, request, jsonify
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app = Flask(__name__)
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# --- VRP Solver (Clarke-Wright Savings Algorithm) ---
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def calculate_distance(p1, p2):
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return math.sqrt((p1['x'] - p2['x'])**2 + (p1['y'] - p2['y'])**2)
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def solve_cvrp(depot, customers, vehicle_capacity):
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"""
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Solves Capacitated Vehicle Routing Problem using Clarke-Wright Savings Algorithm.
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Args:
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depot: dict {'x': float, 'y': float}
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customers: list of dicts [{'id': int, 'x': float, 'y': float, 'demand': int}]
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vehicle_capacity: int
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Returns:
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list of routes, where each route is a list of customer objects (including depot start/end)
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total_distance: float
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"""
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# 1. Initialize: Each customer gets their own route [Depot -> C -> Depot]
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routes = []
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for c in customers:
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if c['demand'] > vehicle_capacity:
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# Edge case: Customer demand > vehicle capacity (impossible in standard VRP, split needed)
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# For simplicity, we just overload or assume valid input.
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# Let's just create a dedicated route and mark it overloaded if needed.
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pass
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route = {
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'nodes': [c], # Just the customer for now, we assume depot at ends
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'load': c['demand'],
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'cost': 2 * calculate_distance(depot, c)
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}
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routes.append(route)
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# 2. Calculate Savings
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savings = []
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n = len(customers)
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for i in range(n):
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for j in range(i + 1, n):
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c1 = customers[i]
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c2 = customers[j]
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d_0_1 = calculate_distance(depot, c1)
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d_0_2 = calculate_distance(depot, c2)
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d_1_2 = calculate_distance(c1, c2)
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# Saving = d(0,i) + d(0,j) - d(i,j)
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s = d_0_1 + d_0_2 - d_1_2
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savings.append({
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'i': i, # index in customers list
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'j': j,
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's': s
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})
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# 3. Sort Savings Descending
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savings.sort(key=lambda x: x['s'], reverse=True)
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# 4. Merge Routes
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# We need to map customer_index -> route_object to track where each customer is
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cust_to_route = {i: routes[i] for i in range(n)}
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for saving in savings:
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i = saving['i']
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j = saving['j']
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route_i = cust_to_route[i]
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route_j = cust_to_route[j]
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# If already same route, skip
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if route_i is route_j:
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continue
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# Check Capacity
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if route_i['load'] + route_j['load'] > vehicle_capacity:
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continue
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# Check Connectivity (Can only merge if i and j are at the "ends" of their respective routes, connected to depot)
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# route nodes list: [c1, c2, c3] (implicitly Depot -> c1 ... c3 -> Depot)
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# Case 1: i is last in route_i, j is first in route_j
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# New route: [route_i...] + [route_j...]
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i_is_last = (route_i['nodes'][-1]['id'] == customers[i]['id'])
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j_is_first = (route_j['nodes'][0]['id'] == customers[j]['id'])
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# Case 2: i is first in route_i, j is last in route_j
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# New route: [route_j...] + [route_i...]
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i_is_first = (route_i['nodes'][0]['id'] == customers[i]['id'])
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j_is_last = (route_j['nodes'][-1]['id'] == customers[j]['id'])
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# Case 3: i is first, j is first -> Reverse route_i so i becomes last
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# New route: [reversed(route_i)...] + [route_j...]
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# Case 4: i is last, j is last -> Reverse route_j so j becomes first
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# New route: [route_i...] + [reversed(route_j)...]
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# Simplified merge logic
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new_nodes = None
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if i_is_last and j_is_first:
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new_nodes = route_i['nodes'] + route_j['nodes']
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elif i_is_first and j_is_last:
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new_nodes = route_j['nodes'] + route_i['nodes']
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elif i_is_first and j_is_first:
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new_nodes = route_i['nodes'][::-1] + route_j['nodes'] # Reverse i
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elif i_is_last and j_is_last:
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new_nodes = route_i['nodes'] + route_j['nodes'][::-1] # Reverse j
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if new_nodes:
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# Perform Merge
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new_load = route_i['load'] + route_j['load']
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# Update route_i to become the merged route
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route_i['nodes'] = new_nodes
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route_i['load'] = new_load
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# Update pointers for all nodes in the old route_j to point to route_i
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# Note: We must update ALL nodes that were in route_j, not just customer j
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for node in route_j['nodes']:
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# Find the index of this node in the original customers list
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# This is inefficient O(N), but fine for demo < 100 nodes
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c_idx = next((idx for idx, c in enumerate(customers) if c['id'] == node['id']), None)
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if c_idx is not None:
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| 132 |
+
cust_to_route[c_idx] = route_i
|
| 133 |
+
|
| 134 |
+
# Remove route_j from active routes list (optional, but good for cleanup)
|
| 135 |
+
# Actually we just filter at the end
|
| 136 |
+
route_j['active'] = False # Mark as dead
|
| 137 |
+
|
| 138 |
+
# 5. Finalize Routes
|
| 139 |
+
final_routes = []
|
| 140 |
+
total_dist = 0
|
| 141 |
+
|
| 142 |
+
unique_routes = []
|
| 143 |
+
seen_ids = set()
|
| 144 |
+
|
| 145 |
+
# Filter out dead routes and duplicates
|
| 146 |
+
for r in routes:
|
| 147 |
+
if r.get('active', True):
|
| 148 |
+
# Check if we already processed this route object
|
| 149 |
+
if id(r) not in seen_ids:
|
| 150 |
+
seen_ids.add(id(r))
|
| 151 |
+
unique_routes.append(r)
|
| 152 |
+
|
| 153 |
+
for r in unique_routes:
|
| 154 |
+
# Construct full path: Depot -> Nodes -> Depot
|
| 155 |
+
full_path = [depot] + r['nodes'] + [depot]
|
| 156 |
+
|
| 157 |
+
# Calculate final distance
|
| 158 |
+
dist = 0
|
| 159 |
+
for k in range(len(full_path) - 1):
|
| 160 |
+
dist += calculate_distance(full_path[k], full_path[k+1])
|
| 161 |
+
|
| 162 |
+
final_routes.append({
|
| 163 |
+
'path': full_path,
|
| 164 |
+
'load': r['load'],
|
| 165 |
+
'distance': round(dist, 2),
|
| 166 |
+
'vehicle_id': len(final_routes) + 1
|
| 167 |
+
})
|
| 168 |
+
total_dist += dist
|
| 169 |
+
|
| 170 |
+
return final_routes, round(total_dist, 2)
|
| 171 |
+
|
| 172 |
+
# --- Routes ---
|
| 173 |
+
|
| 174 |
+
@app.route('/')
|
| 175 |
+
def index():
|
| 176 |
+
return render_template('index.html')
|
| 177 |
+
|
| 178 |
+
@app.route('/api/optimize', methods=['POST'])
|
| 179 |
+
def optimize():
|
| 180 |
+
try:
|
| 181 |
+
data = request.json
|
| 182 |
+
depot = data.get('depot')
|
| 183 |
+
customers = data.get('customers', [])
|
| 184 |
+
vehicle_capacity = float(data.get('vehicleCapacity', 100))
|
| 185 |
+
|
| 186 |
+
if not depot:
|
| 187 |
+
return jsonify({'error': 'Depot is required'}), 400
|
| 188 |
+
|
| 189 |
+
if not customers:
|
| 190 |
+
return jsonify({'routes': [], 'total_distance': 0}), 200
|
| 191 |
+
|
| 192 |
+
# Run Solver
|
| 193 |
+
routes, total_dist = solve_cvrp(depot, customers, vehicle_capacity)
|
| 194 |
+
|
| 195 |
+
return jsonify({
|
| 196 |
+
'routes': routes,
|
| 197 |
+
'total_distance': total_dist,
|
| 198 |
+
'vehicle_count': len(routes)
|
| 199 |
+
})
|
| 200 |
+
|
| 201 |
+
except Exception as e:
|
| 202 |
+
return jsonify({'error': str(e)}), 500
|
| 203 |
+
|
| 204 |
+
if __name__ == '__main__':
|
| 205 |
+
port = int(os.environ.get('PORT', 7860))
|
| 206 |
+
app.run(host='0.0.0.0', port=port)
|
requirements.txt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
flask==3.0.0
|
| 2 |
+
numpy==1.26.3
|
| 3 |
+
gunicorn
|
templates/index.html
ADDED
|
@@ -0,0 +1,440 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<!DOCTYPE html>
|
| 2 |
+
<html lang="zh-CN">
|
| 3 |
+
<head>
|
| 4 |
+
<meta charset="UTF-8">
|
| 5 |
+
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
| 6 |
+
<title>智能车队路径指挥官 (Fleet Route Commander)</title>
|
| 7 |
+
<script src="https://unpkg.com/vue@3/dist/vue.global.js"></script>
|
| 8 |
+
<script src="https://cdn.tailwindcss.com"></script>
|
| 9 |
+
<link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;600;700&display=swap" rel="stylesheet">
|
| 10 |
+
<style>
|
| 11 |
+
body { font-family: 'Inter', sans-serif; }
|
| 12 |
+
canvas { cursor: crosshair; }
|
| 13 |
+
.slide-fade-enter-active { transition: all 0.3s ease-out; }
|
| 14 |
+
.slide-fade-leave-active { transition: all 0.3s cubic-bezier(1, 0.5, 0.8, 1); }
|
| 15 |
+
.slide-fade-enter-from, .slide-fade-leave-to { transform: translateX(20px); opacity: 0; }
|
| 16 |
+
[v-cloak] { display: none; }
|
| 17 |
+
</style>
|
| 18 |
+
</head>
|
| 19 |
+
<body class="bg-gray-50 text-gray-800 h-screen flex flex-col">
|
| 20 |
+
|
| 21 |
+
<div id="app" class="flex-1 flex flex-col h-full" v-cloak>
|
| 22 |
+
<!-- Header -->
|
| 23 |
+
<header class="bg-white border-b border-gray-200 px-6 py-4 flex justify-between items-center shadow-sm z-10">
|
| 24 |
+
<div class="flex items-center gap-3">
|
| 25 |
+
<div class="bg-blue-600 text-white p-2 rounded-lg">
|
| 26 |
+
<svg xmlns="http://www.w3.org/2000/svg" class="h-6 w-6" fill="none" viewBox="0 0 24 24" stroke="currentColor">
|
| 27 |
+
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 20l-5.447-2.724A1 1 0 013 16.382V5.618a1 1 0 011.447-.894L9 7m0 13l6-3m-6 3V7m6 10l4.553 2.276A1 1 0 0121 18.382V7.618a1 1 0 01-.553-.894L15 7m0 13V7m0 0L9.553 4.553A1 1 0 009 7v13" />
|
| 28 |
+
</svg>
|
| 29 |
+
</div>
|
| 30 |
+
<div>
|
| 31 |
+
<h1 class="text-xl font-bold text-gray-900 tracking-tight">智能车队路径指挥官</h1>
|
| 32 |
+
<p class="text-xs text-gray-500">Fleet Route Commander - VRP Solver</p>
|
| 33 |
+
</div>
|
| 34 |
+
</div>
|
| 35 |
+
<div class="flex items-center gap-4">
|
| 36 |
+
<div class="text-sm text-gray-600">
|
| 37 |
+
<span class="inline-block w-3 h-3 bg-blue-500 rounded-sm mr-1"></span> 仓库 (右键)
|
| 38 |
+
<span class="inline-block w-3 h-3 bg-red-500 rounded-full ml-3 mr-1"></span> 客户 (左键)
|
| 39 |
+
</div>
|
| 40 |
+
<button @click="resetMap" class="text-sm text-gray-500 hover:text-red-600 transition-colors">
|
| 41 |
+
重置地图
|
| 42 |
+
</button>
|
| 43 |
+
</div>
|
| 44 |
+
</header>
|
| 45 |
+
|
| 46 |
+
<!-- Main Content -->
|
| 47 |
+
<div class="flex-1 flex overflow-hidden">
|
| 48 |
+
<!-- Sidebar Controls -->
|
| 49 |
+
<aside class="w-80 bg-white border-r border-gray-200 flex flex-col z-20 shadow-lg">
|
| 50 |
+
<div class="p-5 border-b border-gray-100 space-y-4">
|
| 51 |
+
<div>
|
| 52 |
+
<label class="block text-xs font-semibold text-gray-500 uppercase tracking-wider mb-1">车辆容量限制</label>
|
| 53 |
+
<input type="number" v-model.number="vehicleCapacity" class="w-full border border-gray-300 rounded-md px-3 py-2 text-sm focus:ring-2 focus:ring-blue-500 focus:border-blue-500 outline-none transition-all" placeholder="例如: 100">
|
| 54 |
+
</div>
|
| 55 |
+
<div>
|
| 56 |
+
<label class="block text-xs font-semibold text-gray-500 uppercase tracking-wider mb-1">默认客户需求</label>
|
| 57 |
+
<input type="number" v-model.number="defaultDemand" class="w-full border border-gray-300 rounded-md px-3 py-2 text-sm focus:ring-2 focus:ring-blue-500 focus:border-blue-500 outline-none transition-all" placeholder="例如: 10">
|
| 58 |
+
</div>
|
| 59 |
+
|
| 60 |
+
<!-- Data Controls -->
|
| 61 |
+
<div class="flex gap-2">
|
| 62 |
+
<input type="file" id="fileInput" class="hidden" @change="handleFileUpload" accept=".json">
|
| 63 |
+
<button @click="triggerUpload" class="flex-1 bg-gray-100 hover:bg-gray-200 text-gray-700 text-xs font-semibold py-2 rounded border border-gray-300 transition-colors">
|
| 64 |
+
导入数据
|
| 65 |
+
</button>
|
| 66 |
+
<button @click="exportData" class="flex-1 bg-gray-100 hover:bg-gray-200 text-gray-700 text-xs font-semibold py-2 rounded border border-gray-300 transition-colors">
|
| 67 |
+
导出数据
|
| 68 |
+
</button>
|
| 69 |
+
</div>
|
| 70 |
+
</div>
|
| 71 |
+
|
| 72 |
+
<!-- Stats / Actions -->
|
| 73 |
+
<div class="p-5 bg-gray-50 space-y-4">
|
| 74 |
+
<button @click="optimizeRoutes" :disabled="!canOptimize || isOptimizing"
|
| 75 |
+
class="w-full bg-blue-600 hover:bg-blue-700 disabled:bg-gray-300 disabled:cursor-not-allowed text-white font-semibold py-2.5 rounded-lg shadow-md transition-all flex justify-center items-center gap-2">
|
| 76 |
+
<span v-if="isOptimizing" class="animate-spin rounded-full h-4 w-4 border-2 border-white border-t-transparent"></span>
|
| 77 |
+
<span v-else>开始路径规划 (Optimize)</span>
|
| 78 |
+
</button>
|
| 79 |
+
|
| 80 |
+
<div v-if="solution" class="bg-white p-4 rounded-lg border border-gray-200 shadow-sm space-y-2">
|
| 81 |
+
<div class="flex justify-between items-center">
|
| 82 |
+
<span class="text-gray-500 text-sm">总里程</span>
|
| 83 |
+
<span class="font-bold text-gray-900 text-lg">${ solution.total_distance } km</span>
|
| 84 |
+
</div>
|
| 85 |
+
<div class="flex justify-between items-center">
|
| 86 |
+
<span class="text-gray-500 text-sm">所需车辆</span>
|
| 87 |
+
<span class="font-bold text-blue-600">${ solution.vehicle_count } 辆</span>
|
| 88 |
+
</div>
|
| 89 |
+
</div>
|
| 90 |
+
</div>
|
| 91 |
+
|
| 92 |
+
<!-- Route Details List -->
|
| 93 |
+
<div class="flex-1 overflow-y-auto p-4 space-y-3">
|
| 94 |
+
<h3 class="text-xs font-semibold text-gray-400 uppercase tracking-wider mb-2">规划结果详情</h3>
|
| 95 |
+
<div v-if="!solution && customers.length > 0" class="text-center text-gray-400 py-8 text-sm">
|
| 96 |
+
点击上方按钮计算最优路径
|
| 97 |
+
</div>
|
| 98 |
+
<div v-else-if="customers.length === 0" class="text-center text-gray-400 py-8 text-sm">
|
| 99 |
+
请在右侧地图点击添加客户点
|
| 100 |
+
</div>
|
| 101 |
+
|
| 102 |
+
<transition-group name="slide-fade">
|
| 103 |
+
<div v-for="(route, index) in solution?.routes" :key="index"
|
| 104 |
+
class="bg-white p-3 rounded-lg border-l-4 shadow-sm hover:shadow-md transition-shadow cursor-pointer"
|
| 105 |
+
:style="{ borderLeftColor: getRouteColor(index) }"
|
| 106 |
+
@mouseenter="highlightRoute(index)"
|
| 107 |
+
@mouseleave="highlightRoute(null)">
|
| 108 |
+
<div class="flex justify-between items-start mb-2">
|
| 109 |
+
<span class="font-bold text-gray-800 text-sm">车辆 #${ route.vehicle_id }</span>
|
| 110 |
+
<span class="text-xs bg-gray-100 text-gray-600 px-2 py-0.5 rounded-full">负载: ${ route.load }/${ vehicleCapacity }</span>
|
| 111 |
+
</div>
|
| 112 |
+
<div class="text-xs text-gray-500 line-clamp-2">
|
| 113 |
+
路径: 仓库 → ${ route.path.slice(1, -1).map(n => 'C'+n.id).join(' → ') } → 仓库
|
| 114 |
+
</div>
|
| 115 |
+
<div class="mt-2 text-right text-xs text-gray-400">
|
| 116 |
+
里程: ${ route.distance }
|
| 117 |
+
</div>
|
| 118 |
+
</div>
|
| 119 |
+
</transition-group>
|
| 120 |
+
</div>
|
| 121 |
+
</aside>
|
| 122 |
+
|
| 123 |
+
<!-- Map Area -->
|
| 124 |
+
<main class="flex-1 relative bg-white" ref="mapContainer">
|
| 125 |
+
<canvas ref="canvas" class="absolute inset-0 w-full h-full block"></canvas>
|
| 126 |
+
|
| 127 |
+
<!-- Floating Legend -->
|
| 128 |
+
<div class="absolute top-4 right-4 bg-white/90 backdrop-blur px-4 py-2 rounded-lg shadow-sm border border-gray-200 text-xs text-gray-500 pointer-events-none select-none">
|
| 129 |
+
缩放: 滚轮 | 移动: 按住空格拖拽 (暂未实现)
|
| 130 |
+
</div>
|
| 131 |
+
</main>
|
| 132 |
+
</div>
|
| 133 |
+
</div>
|
| 134 |
+
|
| 135 |
+
<script>
|
| 136 |
+
const { createApp, ref, onMounted, computed, watch } = Vue;
|
| 137 |
+
|
| 138 |
+
createApp({
|
| 139 |
+
delimiters: ['${', '}'],
|
| 140 |
+
setup() {
|
| 141 |
+
const canvas = ref(null);
|
| 142 |
+
const mapContainer = ref(null);
|
| 143 |
+
const ctx = ref(null);
|
| 144 |
+
|
| 145 |
+
// State
|
| 146 |
+
const depot = ref({ x: 400, y: 300 }); // Default centerish
|
| 147 |
+
const customers = ref([]);
|
| 148 |
+
const vehicleCapacity = ref(100);
|
| 149 |
+
const defaultDemand = ref(10);
|
| 150 |
+
const solution = ref(null);
|
| 151 |
+
const isOptimizing = ref(false);
|
| 152 |
+
const hoveredRouteIndex = ref(null);
|
| 153 |
+
|
| 154 |
+
// Colors for routes
|
| 155 |
+
const colors = [
|
| 156 |
+
'#2563EB', '#DC2626', '#16A34A', '#D97706', '#9333EA',
|
| 157 |
+
'#0891B2', '#DB2777', '#4F46E5', '#CA8A04', '#059669'
|
| 158 |
+
];
|
| 159 |
+
|
| 160 |
+
const getRouteColor = (index) => colors[index % colors.length];
|
| 161 |
+
|
| 162 |
+
const canOptimize = computed(() => customers.value.length > 0 && depot.value);
|
| 163 |
+
|
| 164 |
+
// Initialization
|
| 165 |
+
onMounted(() => {
|
| 166 |
+
initCanvas();
|
| 167 |
+
window.addEventListener('resize', resizeCanvas);
|
| 168 |
+
resizeCanvas();
|
| 169 |
+
|
| 170 |
+
// Add some demo data by default
|
| 171 |
+
addDemoData();
|
| 172 |
+
});
|
| 173 |
+
|
| 174 |
+
function initCanvas() {
|
| 175 |
+
const el = canvas.value;
|
| 176 |
+
if (!el) return;
|
| 177 |
+
ctx.value = el.getContext('2d');
|
| 178 |
+
|
| 179 |
+
// Event Listeners
|
| 180 |
+
el.addEventListener('mousedown', handleMapClick);
|
| 181 |
+
el.addEventListener('contextmenu', (e) => {
|
| 182 |
+
e.preventDefault();
|
| 183 |
+
handleMapClick(e, true);
|
| 184 |
+
});
|
| 185 |
+
}
|
| 186 |
+
|
| 187 |
+
function resizeCanvas() {
|
| 188 |
+
const container = mapContainer.value;
|
| 189 |
+
const el = canvas.value;
|
| 190 |
+
if (!container || !el) return;
|
| 191 |
+
|
| 192 |
+
el.width = container.clientWidth;
|
| 193 |
+
el.height = container.clientHeight;
|
| 194 |
+
|
| 195 |
+
// If depot is default and no customers, center it
|
| 196 |
+
if (customers.value.length === 0) {
|
| 197 |
+
depot.value = { x: el.width / 2, y: el.height / 2 };
|
| 198 |
+
}
|
| 199 |
+
|
| 200 |
+
draw();
|
| 201 |
+
}
|
| 202 |
+
|
| 203 |
+
function handleMapClick(e, isRightClick) {
|
| 204 |
+
const rect = canvas.value.getBoundingClientRect();
|
| 205 |
+
const x = e.clientX - rect.left;
|
| 206 |
+
const y = e.clientY - rect.top;
|
| 207 |
+
|
| 208 |
+
if (isRightClick) {
|
| 209 |
+
depot.value = { x, y };
|
| 210 |
+
// Clear solution when map changes
|
| 211 |
+
solution.value = null;
|
| 212 |
+
} else {
|
| 213 |
+
const id = customers.value.length + 1;
|
| 214 |
+
customers.value.push({
|
| 215 |
+
id,
|
| 216 |
+
x,
|
| 217 |
+
y,
|
| 218 |
+
demand: defaultDemand.value
|
| 219 |
+
});
|
| 220 |
+
solution.value = null;
|
| 221 |
+
}
|
| 222 |
+
draw();
|
| 223 |
+
}
|
| 224 |
+
|
| 225 |
+
function resetMap() {
|
| 226 |
+
customers.value = [];
|
| 227 |
+
solution.value = null;
|
| 228 |
+
if (canvas.value) {
|
| 229 |
+
depot.value = { x: canvas.value.width / 2, y: canvas.value.height / 2 };
|
| 230 |
+
}
|
| 231 |
+
draw();
|
| 232 |
+
}
|
| 233 |
+
|
| 234 |
+
function addDemoData() {
|
| 235 |
+
// Example data for quick start
|
| 236 |
+
if (customers.value.length > 0) return; // Don't overwrite if user already added something
|
| 237 |
+
|
| 238 |
+
// Get current center to place relative points
|
| 239 |
+
const cx = canvas.value ? canvas.value.width / 2 : 400;
|
| 240 |
+
const cy = canvas.value ? canvas.value.height / 2 : 300;
|
| 241 |
+
|
| 242 |
+
depot.value = { x: cx, y: cy };
|
| 243 |
+
|
| 244 |
+
customers.value = [
|
| 245 |
+
{ id: 1, x: cx - 150, y: cy - 100, demand: 15 },
|
| 246 |
+
{ id: 2, x: cx + 200, y: cy - 50, demand: 20 },
|
| 247 |
+
{ id: 3, x: cx - 50, y: cy + 150, demand: 10 },
|
| 248 |
+
{ id: 4, x: cx + 100, y: cy + 100, demand: 25 },
|
| 249 |
+
{ id: 5, x: cx + 250, y: cy + 50, demand: 12 },
|
| 250 |
+
{ id: 6, x: cx - 100, y: cy - 150, demand: 8 },
|
| 251 |
+
{ id: 7, x: cx - 200, y: cy + 50, demand: 18 },
|
| 252 |
+
];
|
| 253 |
+
draw();
|
| 254 |
+
}
|
| 255 |
+
|
| 256 |
+
function triggerUpload() {
|
| 257 |
+
const fileInput = document.getElementById('fileInput');
|
| 258 |
+
if (fileInput) fileInput.click();
|
| 259 |
+
}
|
| 260 |
+
|
| 261 |
+
function handleFileUpload(event) {
|
| 262 |
+
const file = event.target.files[0];
|
| 263 |
+
if (!file) return;
|
| 264 |
+
|
| 265 |
+
const reader = new FileReader();
|
| 266 |
+
reader.onload = (e) => {
|
| 267 |
+
try {
|
| 268 |
+
const data = JSON.parse(e.target.result);
|
| 269 |
+
if (data.customers) customers.value = data.customers;
|
| 270 |
+
if (data.depot) depot.value = data.depot;
|
| 271 |
+
if (data.vehicleCapacity) vehicleCapacity.value = data.vehicleCapacity;
|
| 272 |
+
solution.value = null; // Clear old solution
|
| 273 |
+
draw();
|
| 274 |
+
alert('数据导入成功!');
|
| 275 |
+
} catch (err) {
|
| 276 |
+
alert('文件解析失败,请确保是有效的 JSON 文件。');
|
| 277 |
+
console.error(err);
|
| 278 |
+
}
|
| 279 |
+
};
|
| 280 |
+
reader.readAsText(file);
|
| 281 |
+
event.target.value = ''; // Reset
|
| 282 |
+
}
|
| 283 |
+
|
| 284 |
+
function exportData() {
|
| 285 |
+
const data = {
|
| 286 |
+
depot: depot.value,
|
| 287 |
+
customers: customers.value,
|
| 288 |
+
vehicleCapacity: vehicleCapacity.value,
|
| 289 |
+
solution: solution.value
|
| 290 |
+
};
|
| 291 |
+
const blob = new Blob([JSON.stringify(data, null, 2)], { type: 'application/json' });
|
| 292 |
+
const url = URL.createObjectURL(blob);
|
| 293 |
+
const a = document.createElement('a');
|
| 294 |
+
a.href = url;
|
| 295 |
+
a.download = 'route_data.json';
|
| 296 |
+
a.click();
|
| 297 |
+
URL.revokeObjectURL(url);
|
| 298 |
+
}
|
| 299 |
+
|
| 300 |
+
async function optimizeRoutes() {
|
| 301 |
+
if (!depot.value) return;
|
| 302 |
+
|
| 303 |
+
isOptimizing.value = true;
|
| 304 |
+
try {
|
| 305 |
+
const response = await fetch('/api/optimize', {
|
| 306 |
+
method: 'POST',
|
| 307 |
+
headers: { 'Content-Type': 'application/json' },
|
| 308 |
+
body: JSON.stringify({
|
| 309 |
+
depot: depot.value,
|
| 310 |
+
customers: customers.value,
|
| 311 |
+
vehicleCapacity: vehicleCapacity.value
|
| 312 |
+
})
|
| 313 |
+
});
|
| 314 |
+
|
| 315 |
+
if (!response.ok) {
|
| 316 |
+
throw new Error(`HTTP error! status: ${response.status}`);
|
| 317 |
+
}
|
| 318 |
+
|
| 319 |
+
const data = await response.json();
|
| 320 |
+
if (data.error) {
|
| 321 |
+
alert('Error: ' + data.error);
|
| 322 |
+
} else {
|
| 323 |
+
solution.value = data;
|
| 324 |
+
}
|
| 325 |
+
} catch (e) {
|
| 326 |
+
alert('Optimization failed: ' + e.message);
|
| 327 |
+
console.error(e);
|
| 328 |
+
} finally {
|
| 329 |
+
isOptimizing.value = false;
|
| 330 |
+
draw(); // Redraw with routes
|
| 331 |
+
}
|
| 332 |
+
}
|
| 333 |
+
|
| 334 |
+
function highlightRoute(index) {
|
| 335 |
+
hoveredRouteIndex.value = index;
|
| 336 |
+
draw();
|
| 337 |
+
}
|
| 338 |
+
|
| 339 |
+
function draw() {
|
| 340 |
+
if (!ctx.value || !canvas.value) return;
|
| 341 |
+
const c = ctx.value;
|
| 342 |
+
const w = canvas.value.width;
|
| 343 |
+
const h = canvas.value.height;
|
| 344 |
+
|
| 345 |
+
// Clear
|
| 346 |
+
c.clearRect(0, 0, w, h);
|
| 347 |
+
|
| 348 |
+
// Grid lines
|
| 349 |
+
c.strokeStyle = '#f3f4f6';
|
| 350 |
+
c.lineWidth = 1;
|
| 351 |
+
const gridSize = 50;
|
| 352 |
+
c.beginPath();
|
| 353 |
+
for(let x=0; x<=w; x+=gridSize) { c.moveTo(x,0); c.lineTo(x,h); }
|
| 354 |
+
for(let y=0; y<=h; y+=gridSize) { c.moveTo(0,y); c.lineTo(w,y); }
|
| 355 |
+
c.stroke();
|
| 356 |
+
|
| 357 |
+
// Draw Routes
|
| 358 |
+
if (solution.value && solution.value.routes) {
|
| 359 |
+
solution.value.routes.forEach((route, index) => {
|
| 360 |
+
const isHovered = hoveredRouteIndex.value === index;
|
| 361 |
+
const isDimmed = hoveredRouteIndex.value !== null && !isHovered;
|
| 362 |
+
|
| 363 |
+
c.beginPath();
|
| 364 |
+
c.strokeStyle = getRouteColor(index);
|
| 365 |
+
c.lineWidth = isHovered ? 4 : 2;
|
| 366 |
+
c.globalAlpha = isDimmed ? 0.2 : 0.8;
|
| 367 |
+
|
| 368 |
+
// Path points
|
| 369 |
+
const points = route.path;
|
| 370 |
+
if (points.length > 0) {
|
| 371 |
+
c.moveTo(points[0].x, points[0].y);
|
| 372 |
+
for (let i = 1; i < points.length; i++) {
|
| 373 |
+
c.lineTo(points[i].x, points[i].y);
|
| 374 |
+
}
|
| 375 |
+
}
|
| 376 |
+
c.stroke();
|
| 377 |
+
c.globalAlpha = 1.0;
|
| 378 |
+
});
|
| 379 |
+
}
|
| 380 |
+
|
| 381 |
+
// Draw Connections to Depot (Ghost lines if no solution)
|
| 382 |
+
if (!solution.value) {
|
| 383 |
+
c.strokeStyle = '#e5e7eb';
|
| 384 |
+
c.lineWidth = 1;
|
| 385 |
+
c.setLineDash([4, 4]);
|
| 386 |
+
c.beginPath();
|
| 387 |
+
customers.value.forEach(cust => {
|
| 388 |
+
c.moveTo(depot.value.x, depot.value.y);
|
| 389 |
+
c.lineTo(cust.x, cust.y);
|
| 390 |
+
});
|
| 391 |
+
c.stroke();
|
| 392 |
+
c.setLineDash([]);
|
| 393 |
+
}
|
| 394 |
+
|
| 395 |
+
// Draw Depot
|
| 396 |
+
if (depot.value) {
|
| 397 |
+
c.fillStyle = '#3B82F6'; // Blue-500
|
| 398 |
+
c.shadowColor = 'rgba(59, 130, 246, 0.5)';
|
| 399 |
+
c.shadowBlur = 10;
|
| 400 |
+
const size = 20;
|
| 401 |
+
c.fillRect(depot.value.x - size/2, depot.value.y - size/2, size, size);
|
| 402 |
+
|
| 403 |
+
c.fillStyle = 'white';
|
| 404 |
+
c.font = 'bold 12px Inter';
|
| 405 |
+
c.textAlign = 'center';
|
| 406 |
+
c.textBaseline = 'middle';
|
| 407 |
+
c.fillText('D', depot.value.x, depot.value.y);
|
| 408 |
+
c.shadowBlur = 0;
|
| 409 |
+
}
|
| 410 |
+
|
| 411 |
+
// Draw Customers
|
| 412 |
+
customers.value.forEach(cust => {
|
| 413 |
+
// Circle
|
| 414 |
+
c.beginPath();
|
| 415 |
+
c.arc(cust.x, cust.y, 8, 0, Math.PI * 2);
|
| 416 |
+
c.fillStyle = '#EF4444'; // Red-500
|
| 417 |
+
c.fill();
|
| 418 |
+
|
| 419 |
+
// Demand Label
|
| 420 |
+
c.fillStyle = '#1f2937';
|
| 421 |
+
c.font = '10px Inter';
|
| 422 |
+
c.textAlign = 'center';
|
| 423 |
+
c.fillText(cust.demand, cust.x, cust.y - 12);
|
| 424 |
+
});
|
| 425 |
+
}
|
| 426 |
+
|
| 427 |
+
return {
|
| 428 |
+
canvas, mapContainer,
|
| 429 |
+
vehicleCapacity, defaultDemand,
|
| 430 |
+
customers, solution,
|
| 431 |
+
isOptimizing, canOptimize,
|
| 432 |
+
resetMap, optimizeRoutes,
|
| 433 |
+
getRouteColor, highlightRoute,
|
| 434 |
+
triggerUpload, handleFileUpload, exportData // Exporting new functions
|
| 435 |
+
};
|
| 436 |
+
}
|
| 437 |
+
}).mount('#app');
|
| 438 |
+
</script>
|
| 439 |
+
</body>
|
| 440 |
+
</html>
|