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first
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
新增绘图
2025-05-19 23:22:56 +08:00
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 31639 (\\N{CJK UNIFIED IDEOGRAPH-7B97}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 27861 (\\N{CJK UNIFIED IDEOGRAPH-6CD5}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 24615 (\\N{CJK UNIFIED IDEOGRAPH-6027}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 33021 (\\N{CJK UNIFIED IDEOGRAPH-80FD}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 25351 (\\N{CJK UNIFIED IDEOGRAPH-6307}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 26631 (\\N{CJK UNIFIED IDEOGRAPH-6807}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 36816 (\\N{CJK UNIFIED IDEOGRAPH-8FD0}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 34892 (\\N{CJK UNIFIED IDEOGRAPH-884C}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 26102 (\\N{CJK UNIFIED IDEOGRAPH-65F6}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 38388 (\\N{CJK UNIFIED IDEOGRAPH-95F4}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 20248 (\\N{CJK UNIFIED IDEOGRAPH-4F18}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 21270 (\\N{CJK UNIFIED IDEOGRAPH-5316}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 26041 (\\N{CJK UNIFIED IDEOGRAPH-65B9}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 21521 (\\N{CJK UNIFIED IDEOGRAPH-5411}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 31181 (\\N{CJK UNIFIED IDEOGRAPH-79CD}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 32676 (\\N{CJK UNIFIED IDEOGRAPH-7FA4}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 20010 (\\N{CJK UNIFIED IDEOGRAPH-4E2A}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 20307 (\\N{CJK UNIFIED IDEOGRAPH-4F53}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 24085 (\\N{CJK UNIFIED IDEOGRAPH-5E15}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 32047 (\\N{CJK UNIFIED IDEOGRAPH-7D2F}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 25176 (\\N{CJK UNIFIED IDEOGRAPH-6258}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 21069 (\\N{CJK UNIFIED IDEOGRAPH-524D}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1782657241.py:68: UserWarning: Glyph 27839 (\\N{CJK UNIFIED IDEOGRAPH-6CBF}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n"
]
}
],
first
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"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from matplotlib.patches import Polygon\n",
"import matplotlib.font_manager as fm\n",
"\n",
"# 设置中文字体\n",
"plt.rcParams['font.sans-serif'] = ['SimHei'] # 用来正常显示中文标签\n",
"plt.rcParams['axes.unicode_minus'] = False # 用来正常显示负号\n",
"\n",
"# 生成随机种群\n",
"np.random.seed(42)\n",
"n_points = 50\n",
"points = np.random.rand(n_points, 2) * 10\n",
"\n",
"# 识别帕累托前沿\n",
"def is_pareto_efficient(costs):\n",
" is_efficient = np.ones(costs.shape[0], dtype=bool)\n",
" for i, c in enumerate(costs):\n",
" if is_efficient[i]:\n",
" is_efficient[is_efficient] = np.any(costs[is_efficient] < c, axis=1) # Remove dominated points\n",
" is_efficient[i] = True\n",
" return is_efficient\n",
"\n",
"# 获取帕累托前沿点\n",
"pareto_front_mask = is_pareto_efficient(points)\n",
"pareto_front = points[pareto_front_mask]\n",
"\n",
"# 创建图形\n",
"plt.figure(figsize=(10, 8))\n",
"\n",
"# 绘制非帕累托前沿点\n",
"plt.scatter(points[~pareto_front_mask, 0], points[~pareto_front_mask, 1], \n",
" c='lightgray', s=100, label='种群个体')\n",
"\n",
"# 绘制帕累托前沿点\n",
"plt.scatter(pareto_front[:, 0], pareto_front[:, 1], \n",
" c='red', s=100, label='帕累托前沿个体')\n",
"\n",
"# 连接帕累托前沿点\n",
"sorted_front = pareto_front[np.argsort(pareto_front[:, 0])]\n",
"plt.plot(sorted_front[:, 0], sorted_front[:, 1], 'r--', alpha=0.5)\n",
"\n",
"# 添加密度分布示意\n",
"for point in pareto_front:\n",
" circle = plt.Circle(point, 0.5, color='blue', fill=False, alpha=0.2)\n",
" plt.gca().add_patch(circle)\n",
"\n",
"# 添加箭头和标注\n",
"plt.arrow(8, 8, -0.5, -0.5, head_width=0.2, head_length=0.2, fc='k', ec='k')\n",
"plt.text(8.2, 8.2, '优化方向', fontsize=20)\n",
"\n",
"# 设置标题和标签\n",
"# plt.title('帕累托前沿维护策略示意图', fontsize=14, pad=20)\n",
"plt.xlabel('算法性能指标', fontsize=20)\n",
"plt.ylabel('运行时间', fontsize=20)\n",
"\n",
"# 添加图例\n",
"plt.legend(loc='upper right', fontsize=20)\n",
"\n",
"# 添加网格\n",
"plt.grid(True, linestyle='--', alpha=0.3)\n",
"\n",
"# 设置坐标轴范围\n",
"plt.xlim(-0.5, 11)\n",
"plt.ylim(-0.5, 11)\n",
"\n",
"# 保存图片\n",
"plt.savefig('pareto_front_strategy.png', dpi=300, bbox_inches='tight')\n",
"plt.close() "
]
},
{
"cell_type": "code",
绘图增大字号
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"execution_count": 2,
first
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"metadata": {},
"outputs": [],
"source": [
"text1 = '''贪心\n",
"回溯\n",
"高度优先\n",
"图着色\n",
修改绘图
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"饱和度\n",
first
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"回溯\n",
修改绘图
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"相邻约束\n",
first
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"图着色\n",
"贪心\n",
"回溯\n",
"高度优先\n",
修改绘图
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"优先队列\n",
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"度数优先\n",
first
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"颜色选择\n",
"贪心\n",
"相邻未着色\n",
"颜色选择\n",
绘图增大字号
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"度数优先\n",
修改绘图
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"饱和度\n",
first
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"动态更新\n",
"可用颜色\n",
修改绘图
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"优先队列\n",
"相邻约束\n",
first
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"饱和度\n",
"度数选择\n",
修改绘图
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"相邻约束\n",
first
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"颜色使用\n",
修改绘图
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"Welsh-Powell\n",
"Welsh-Powell\n",
first
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"动态更新\n",
"可用颜色\n",
"相邻冲突\n",
"颜色选择\n",
修改绘图
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"饱和度\n",
first
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"动态更新\n",
修改绘图
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"相邻约束\n",
first
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"颜色选择\n",
"'''\n",
"text2 = '''\n",
"贪心\n",
修改绘图
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"度数优先\n",
first
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"颜色分配\n",
"图着色\n",
"最低可用颜色\n",
"优化\n",
"优先队列\n",
"颜色分配\n",
"贪心\n",
"图着色\n",
修改绘图
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"度数优先\n",
"邻居历史\n",
first
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"最小颜色\n",
"图着色\n",
"贪心\n",
修改绘图
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"贪心\n",
first
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"邻居历史\n",
"颜色最小化\n",
"图着色\n",
"颜色选择\n",
"Welsh-Powell\n",
修改绘图
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"度数优先\n",
first
2025-03-17 16:40:01 +08:00
"颜色分配\n",
"贪心\n",
"图着色\n",
"贪心\n",
"迭代着色\n",
"相邻约束\n",
"图着色\n",
"颜色选择\n",
"Welsh-Powell\n",
"贪心\n",
"降序着色\n",
"图着色\n",
"颜色分配\n",
"贪心\n",
"度数优先\n",
"最小颜色\n",
"相邻约束\n",
"图着色'''"
]
},
{
"cell_type": "code",
新增绘图
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"execution_count": 4,
first
2025-03-17 16:40:01 +08:00
"metadata": {},
修改绘图
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"outputs": [
新增绘图
2025-05-19 23:22:56 +08:00
{
"name": "stderr",
"output_type": "stream",
"text": [
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 20248 (\\N{CJK UNIFIED IDEOGRAPH-4F18}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 20808 (\\N{CJK UNIFIED IDEOGRAPH-5148}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 38431 (\\N{CJK UNIFIED IDEOGRAPH-961F}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 21015 (\\N{CJK UNIFIED IDEOGRAPH-5217}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 21160 (\\N{CJK UNIFIED IDEOGRAPH-52A8}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 24577 (\\N{CJK UNIFIED IDEOGRAPH-6001}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 26356 (\\N{CJK UNIFIED IDEOGRAPH-66F4}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 26032 (\\N{CJK UNIFIED IDEOGRAPH-65B0}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 22238 (\\N{CJK UNIFIED IDEOGRAPH-56DE}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 28335 (\\N{CJK UNIFIED IDEOGRAPH-6EAF}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 24230 (\\N{CJK UNIFIED IDEOGRAPH-5EA6}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 25968 (\\N{CJK UNIFIED IDEOGRAPH-6570}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 36873 (\\N{CJK UNIFIED IDEOGRAPH-9009}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 25321 (\\N{CJK UNIFIED IDEOGRAPH-62E9}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 30456 (\\N{CJK UNIFIED IDEOGRAPH-76F8}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 37051 (\\N{CJK UNIFIED IDEOGRAPH-90BB}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 20914 (\\N{CJK UNIFIED IDEOGRAPH-51B2}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 31361 (\\N{CJK UNIFIED IDEOGRAPH-7A81}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 32422 (\\N{CJK UNIFIED IDEOGRAPH-7EA6}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 26463 (\\N{CJK UNIFIED IDEOGRAPH-675F}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 36138 (\\N{CJK UNIFIED IDEOGRAPH-8D2A}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 24515 (\\N{CJK UNIFIED IDEOGRAPH-5FC3}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 23621 (\\N{CJK UNIFIED IDEOGRAPH-5C45}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 21382 (\\N{CJK UNIFIED IDEOGRAPH-5386}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 21490 (\\N{CJK UNIFIED IDEOGRAPH-53F2}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 39281 (\\N{CJK UNIFIED IDEOGRAPH-9971}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 21644 (\\N{CJK UNIFIED IDEOGRAPH-548C}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:70: UserWarning: Glyph 39640 (\\N{CJK UNIFIED IDEOGRAPH-9AD8}) missing from font(s) DejaVu Sans.\n",
" plt.tight_layout()\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 20248 (\\N{CJK UNIFIED IDEOGRAPH-4F18}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 20808 (\\N{CJK UNIFIED IDEOGRAPH-5148}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 38431 (\\N{CJK UNIFIED IDEOGRAPH-961F}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 21015 (\\N{CJK UNIFIED IDEOGRAPH-5217}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 21160 (\\N{CJK UNIFIED IDEOGRAPH-52A8}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 24577 (\\N{CJK UNIFIED IDEOGRAPH-6001}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 26356 (\\N{CJK UNIFIED IDEOGRAPH-66F4}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 26032 (\\N{CJK UNIFIED IDEOGRAPH-65B0}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 22238 (\\N{CJK UNIFIED IDEOGRAPH-56DE}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 28335 (\\N{CJK UNIFIED IDEOGRAPH-6EAF}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 24230 (\\N{CJK UNIFIED IDEOGRAPH-5EA6}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 25968 (\\N{CJK UNIFIED IDEOGRAPH-6570}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 36873 (\\N{CJK UNIFIED IDEOGRAPH-9009}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 25321 (\\N{CJK UNIFIED IDEOGRAPH-62E9}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 30456 (\\N{CJK UNIFIED IDEOGRAPH-76F8}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 37051 (\\N{CJK UNIFIED IDEOGRAPH-90BB}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 20914 (\\N{CJK UNIFIED IDEOGRAPH-51B2}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 31361 (\\N{CJK UNIFIED IDEOGRAPH-7A81}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 32422 (\\N{CJK UNIFIED IDEOGRAPH-7EA6}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 26463 (\\N{CJK UNIFIED IDEOGRAPH-675F}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 36138 (\\N{CJK UNIFIED IDEOGRAPH-8D2A}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 24515 (\\N{CJK UNIFIED IDEOGRAPH-5FC3}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 23621 (\\N{CJK UNIFIED IDEOGRAPH-5C45}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 21382 (\\N{CJK UNIFIED IDEOGRAPH-5386}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 21490 (\\N{CJK UNIFIED IDEOGRAPH-53F2}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 39281 (\\N{CJK UNIFIED IDEOGRAPH-9971}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 21644 (\\N{CJK UNIFIED IDEOGRAPH-548C}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/var/folders/q7/rt2ts9ns2nb8_xd5d3t4p7_r0000gn/T/ipykernel_86780/1483034064.py:71: UserWarning: Glyph 39640 (\\N{CJK UNIFIED IDEOGRAPH-9AD8}) missing from font(s) DejaVu Sans.\n",
" plt.savefig('rador.png', dpi=300)\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 20248 (\\N{CJK UNIFIED IDEOGRAPH-4F18}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 20808 (\\N{CJK UNIFIED IDEOGRAPH-5148}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 38431 (\\N{CJK UNIFIED IDEOGRAPH-961F}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 21015 (\\N{CJK UNIFIED IDEOGRAPH-5217}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 21160 (\\N{CJK UNIFIED IDEOGRAPH-52A8}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 24577 (\\N{CJK UNIFIED IDEOGRAPH-6001}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 26356 (\\N{CJK UNIFIED IDEOGRAPH-66F4}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 26032 (\\N{CJK UNIFIED IDEOGRAPH-65B0}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 22238 (\\N{CJK UNIFIED IDEOGRAPH-56DE}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 28335 (\\N{CJK UNIFIED IDEOGRAPH-6EAF}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 24230 (\\N{CJK UNIFIED IDEOGRAPH-5EA6}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 25968 (\\N{CJK UNIFIED IDEOGRAPH-6570}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 36873 (\\N{CJK UNIFIED IDEOGRAPH-9009}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 25321 (\\N{CJK UNIFIED IDEOGRAPH-62E9}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 30456 (\\N{CJK UNIFIED IDEOGRAPH-76F8}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 37051 (\\N{CJK UNIFIED IDEOGRAPH-90BB}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 20914 (\\N{CJK UNIFIED IDEOGRAPH-51B2}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 31361 (\\N{CJK UNIFIED IDEOGRAPH-7A81}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 32422 (\\N{CJK UNIFIED IDEOGRAPH-7EA6}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 26463 (\\N{CJK UNIFIED IDEOGRAPH-675F}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 36138 (\\N{CJK UNIFIED IDEOGRAPH-8D2A}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 24515 (\\N{CJK UNIFIED IDEOGRAPH-5FC3}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 23621 (\\N{CJK UNIFIED IDEOGRAPH-5C45}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 21382 (\\N{CJK UNIFIED IDEOGRAPH-5386}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 21490 (\\N{CJK UNIFIED IDEOGRAPH-53F2}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 39281 (\\N{CJK UNIFIED IDEOGRAPH-9971}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 21644 (\\N{CJK UNIFIED IDEOGRAPH-548C}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"/Users/yangyudong/miniconda3/envs/lead/lib/python3.11/site-packages/IPython/core/pylabtools.py:170: UserWarning: Glyph 39640 (\\N{CJK UNIFIED IDEOGRAPH-9AD8}) missing from font(s) DejaVu Sans.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n",
"findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei\n"
]
},
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{
"data": {
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"image/png": "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"text/plain": [
"<Figure size 1200x800 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
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},
{
"name": "stdout",
"output_type": "stream",
"text": [
"text1_freq: {'Welsh-Powell': 2, '优先队列': 2, '动态更新': 3, '回溯': 3, '度数优先': 2, '度数选择': 1, '相邻冲突': 1, '相邻约束': 4, '贪心': 3, '邻居历史': 0, '饱和度': 4, '高度优先': 2}\n",
"text2_freq: {'Welsh-Powell': 2, '优先队列': 1, '动态更新': 0, '回溯': 0, '度数优先': 4, '度数选择': 0, '相邻冲突': 0, '相邻约束': 2, '贪心': 8, '邻居历史': 2, '饱和度': 0, '高度优先': 0}\n"
]
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}
],
"source": [
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"\n",
"plt.rcParams['font.sans-serif'] = ['SimHei'] # 用来正常显示中文标签\n",
"plt.rcParams['axes.unicode_minus'] = False # 用来正常显示负号\n",
"plt.rcParams['font.size'] = 16 # 设置更大的字号\n",
"\n",
"# 定义要删除的关键词\n",
"keywords = ['着色', '颜色', '图着色',' ','优化']\n",
"\n",
"# 预处理文本,删除包含关键词的行\n",
"text1_lines = text1.strip().split('\\n')\n",
"text2_lines = text2.strip().split('\\n')\n",
"\n",
"text1_filtered = []\n",
"text2_filtered = []\n",
"\n",
"for line in text1_lines:\n",
" if not any(keyword in line for keyword in keywords):\n",
" text1_filtered.append(line)\n",
" \n",
"for line in text2_lines:\n",
" if not any(keyword in line for keyword in keywords):\n",
" text2_filtered.append(line)\n",
"\n",
"text1 = '\\n'.join(text1_filtered)\n",
"text2 = '\\n'.join(text2_filtered)\n",
"\n",
"\n",
"\n",
"# 统计text1和text2中的词频\n",
"text1_words = text1.strip().split('\\n')\n",
"text2_words = text2.strip().split('\\n')\n",
"\n",
"# 获取所有唯一的词\n",
"all_words = sorted(set(text1_words + text2_words))\n",
"\n",
"# 统计词频\n",
"text1_freq = {word: text1_words.count(word) for word in all_words}\n",
"text2_freq = {word: text2_words.count(word) for word in all_words}\n",
"\n",
"# 创建雷达图\n",
"plt.figure(figsize=(12, 8))\n",
"\n",
"# 计算角度\n",
"angles = np.linspace(0, 2*np.pi, len(all_words), endpoint=False)\n",
"\n",
"# 闭合雷达图\n",
"values1 = list(text1_freq.values())\n",
"values2 = list(text2_freq.values())\n",
"values1.append(values1[0])\n",
"values2.append(values2[0])\n",
"angles = np.concatenate((angles, [angles[0]]))\n",
"\n",
"# 绘制雷达图\n",
"ax = plt.subplot(111, projection='polar')\n",
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"ax.plot(angles, values1, 'o-', linewidth=2, label='AAE', color='skyblue', alpha=0.7)\n",
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"ax.fill(angles, values1, alpha=0.25, color='skyblue')\n",
"ax.plot(angles, values2, 'o-', linewidth=2, label='EoH', color='red', alpha=0.7)\n",
"ax.fill(angles, values2, alpha=0.25, color='red')\n",
"\n",
"# 设置刻度标签\n",
"ax.set_xticks(angles[:-1])\n",
"ax.set_xticklabels(all_words, fontsize=20)\n",
"\n",
"# 添加图例和标题\n",
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"plt.legend(loc='upper right', bbox_to_anchor=(0.05, 0.05),fontsize=24)\n",
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"# plt.title('词频分布雷达图对比', pad=20)\n",
"\n",
"plt.tight_layout()\n",
"plt.savefig('rador.png', dpi=300)\n",
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"plt.show()\n",
"\n",
"# 输出画雷达图的时候最终用到的数据\n",
"print(\"text1_freq:\", text1_freq)\n",
"print(\"text2_freq:\", text2_freq)\n"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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
"text/plain": [
"<Figure size 1200x800 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"\n",
"# Create English translations for AAE_freq\n",
"AAE_freq_en = {\n",
" 'Welsh-Powell': 2,\n",
" 'Priority Queue': 2, # 优先队列\n",
" 'Dynamic Update': 3, # 动态更新\n",
" 'Backtracking': 3, # 回溯\n",
" 'Degree Priority': 2, # 度数优先\n",
" 'Degree Selection': 1, # 度数选择\n",
" 'Adjacent Conflict': 1, # 相邻冲突\n",
" 'Adjacent Constraint': 4, # 相邻约束\n",
" 'Greedy': 3, # 贪心\n",
" 'Neighbor History': 0, # 邻居历史\n",
" 'Saturation': 4, # 饱和度\n",
" 'Height Priority': 2 # 高度优先\n",
"}\n",
"\n",
"# Create English translations for MEoH_freq\n",
"MEoH_freq_en = {\n",
" 'Welsh-Powell': 2,\n",
" 'Priority Queue': 1,\n",
" 'Dynamic Update': 0,\n",
" 'Backtracking': 0,\n",
" 'Degree Priority': 4,\n",
" 'Degree Selection': 0,\n",
" 'Adjacent Conflict': 0,\n",
" 'Adjacent Constraint': 2,\n",
" 'Greedy': 8,\n",
" 'Neighbor History': 2,\n",
" 'Saturation': 0,\n",
" 'Height Priority': 0\n",
"}\n",
"\n",
"# 获取所有唯一的词\n",
"all_words = sorted(set(AAE_freq_en.keys()).union(set(MEoH_freq_en.keys())))\n",
"\n",
"# 使用上面这份数据绘图\n",
"# 创建雷达图\n",
"plt.figure(figsize=(12, 8))\n",
"# 计算角度\n",
"angles = np.linspace(0, 2*np.pi, len(all_words), endpoint=False)\n",
"# 闭合雷达图\n",
"values1 = list(AAE_freq_en.values())\n",
"values2 = list(MEoH_freq_en.values())\n",
"values1.append(values1[0])\n",
"values2.append(values2[0])\n",
"angles = np.concatenate((angles, [angles[0]]))\n",
"# 绘制雷达图\n",
"ax = plt.subplot(111, projection='polar')\n",
"ax.plot(angles, values1, 'o-', linewidth=2, label='AAE', color='skyblue', alpha=0.7)\n",
"ax.fill(angles, values1, alpha=0.25, color='skyblue')\n",
"ax.plot(angles, values2, 'o-', linewidth=2, label='MEoH', color='red', alpha=0.7)\n",
"ax.fill(angles, values2, alpha=0.25, color='red')\n",
"# 设置刻度标签\n",
"ax.set_xticks(angles[:-1])\n",
"ax.set_xticklabels(all_words, fontsize=20)\n",
"# 添加图例和标题\n",
"plt.legend(loc='upper right', bbox_to_anchor=(0.05, 0.05),fontsize=24)\n",
"# plt.title('词频分布雷达图对比', pad=20)\n",
"plt.tight_layout()\n",
"plt.savefig('rador_en.png', dpi=300)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"AAE_freq_en count: 27\n",
"MEoH_freq_en count: 19\n"
]
}
],
"source": [
"# 计算AAE_freq_en和MEoH_freq_en分别有多少个关键词，不需要唯一\n",
"AAE_count = sum(AAE_freq_en.values())\n",
"MEoH_count = sum(MEoH_freq_en.values())\n",
"print(\"AAE_freq_en count:\", AAE_count)\n",
"print(\"MEoH_freq_en count:\", MEoH_count)\n"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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
"text/plain": [
"<Figure size 800x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# 画一个柱状图，横轴分别是AAE，MEoH、EoH、FunSearch，纵轴是平均代码行数\n",
"# 开始绘图\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"\n",
"data = {\n",
" 'AAE': 45.3,\n",
" 'MEoH': 21.5,\n",
" 'EoH': 23.1,\n",
" 'FunSearch': 18.2\n",
"}\n",
"# 提取数据\n",
"labels = list(data.keys())\n",
"values = list(data.values())\n",
"# 设置柱状图的宽度\n",
"bar_width = 0.4\n",
"# 设置柱状图的位置\n",
"x = np.arange(len(labels))\n",
"# 创建柱状图\n",
"plt.figure(figsize=(8, 6))\n",
"plt.bar(x, values, width=bar_width, color=['skyblue', 'red', 'green', 'orange'])\n",
"# 添加数据标签\n",
"for i, v in enumerate(values):\n",
" plt.text(i, v + 5, str(v), ha='center', fontsize=20)\n",
"# 设置坐标轴标签和标题\n",
"plt.ylabel('Average number of lines of code', fontsize=20)\n",
"# 设置x轴刻度\n",
"plt.xticks(x, labels, fontsize=20)\n",
"# 设置y轴范围\n",
"plt.ylim(0, max(values) + 10)\n",
"# 添加网格\n",
"plt.grid(axis='y', linestyle='--', alpha=0.7)\n",
"\n",
"# 展示图形\n",
"plt.tight_layout()\n",
"plt.savefig('bar_chart.png', dpi=300)\n",
修改绘图
2025-03-17 16:48:24 +08:00
"plt.show()"
]
first
2025-03-17 16:40:01 +08:00
}
],
"metadata": {
"kernelspec": {
"display_name": "lead",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.11"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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