max_min_data[4][0]
]
m_min = [
max_min_data[1][1], max_min_data[2][1], max_min_data[3][1],
max_min_data[4][1]
]
r_max = [
max_min_data[1][2], max_min_data[2][2], max_min_data[3][2],
max_min_data[4][2]
]
r_min = [
max_min_data[1][3], max_min_data[2][3], max_min_data[3][3],
max_min_data[4][3]
]
Plot.create_figure((2.0, 2.0))
Plot.plot_setting(111, xtick_direction='in')
bar_width = 0.3
bar_gap = 0.05
bar1 = Plot.plot_bar([1, 2, 3, 4],
mem_data,
color=Color.color[0],
bar_width=bar_width)
bar2 = Plot.plot_bar([
1 + bar_gap + bar_width, 2 + bar_gap + bar_width, 3 + bar_gap + bar_width,
4 + bar_gap + bar_width
],
req_data,
color=Color.color[1],
bar_width=bar_width)
line1 = Plot.plot_hlines(m_max, [
from exp.tools.utils import Utils
import numpy as np
from exp.tools.plot import Plot
from exp.tools.plot import Save
# 这是一个箱型图例子
name = ['art', 'sail', 'poptrie']
art_data = Utils.read_csv('art' + '_loc512_rand.csv', only_data=True)[1:]
header, sail_data = Utils.read_csv('sail' + '_loc512_rand.csv')
sail_data = sail_data[1:]
poptrie_data = Utils.read_csv('poptrie' + '_loc512_rand.csv',
only_data=True)[1:]
Plot.create_figure((5, 2.5))
Plot.plot_setting(131)
f = Plot.plot_box(art_data)
Plot.plot_xlim(0, 10.5)
Plot.plot_xticks(np.arange(1, 11, 1),
['1', '', '', '8', '', '', '64', '', '', '512'],
font_size=14)
Plot.plot_ylim(0, 820)
Plot.plot_yticks(np.arange(0, 1000, 200), font_size=14)
Plot.plot_xlable('locality', font_size=20)
Plot.plot_ylabel('speed(Mpps)', font_size=20)
Plot.plot_grid()
Plot.plot_text(1, 700, name[0].capitalize())
Plot.plot_setting(132, ytick_dircetion='in')
f = Plot.plot_box(sail_data)
# 这是一个多个柱子并行的柱状图
# 读取的数据文件为：tx-rx.csv
# 读取数据
header, data = Utils.read_csv('tx-rx.csv')
name = header[1:]
xtick_label = data[0]
base_data = data[1]
art_data = data[2]
sail_data = data[3]
poptrie_data = data[4]
# 开始绘图
Plot.create_figure((3, 2.5))
Plot.plot_setting(111)
bar_width = 0.2
bar1 = Plot.plot_bar([1, 2, 3, 4, 5],
base_data,
bar_width=bar_width,
color=Color.color[0])
bar2 = Plot.plot_bar([
1 + bar_width, 2 + bar_width, 3 + bar_width, 4 + bar_width, 5 + bar_width
],
art_data,
bar_width=bar_width,
color=Color.color[1])
bar3 = Plot.plot_bar([
1 + bar_width * 2, 2 + bar_width * 2, 3 + bar_width * 2, 4 + bar_width * 2,
5 + bar_width * 2
import numpy as np
from exp.tools.utils import Utils
from exp.tools.plot import Plot
from exp.tools.plot import Save
# 这是一幅包含了3个箱型图的绘图例子
# 读取的文件是：llc_25_box.csv llc_50_box.csv llc_75_box.csv
# 三个csv文件
# 读取文件
header, data_25 = Utils.read_csv('llc_25_box_res.csv')
data_50 = Utils.read_csv('llc_50_box_res.csv', only_data=True)
data_75 = Utils.read_csv('llc_75_box_res.csv', only_data=True)
Plot.create_figure((4.5, 2.5))
Plot.plot_setting(131)
Plot.plot_box(data_25)
Plot.plot_xticks(np.arange(1, 4, 1), ['Art', 'Sail', 'Poptrie'], font_size=16, rotation=20)
Plot.plot_yticks(np.arange(100, 350, 50), font_size=16)
Plot.plot_ylabel('lookup speed(Mpps)', font_size=20)
Plot.plot_ylim(100, 320)
Plot.plot_grid()
Plot.plot_text(0.4, 330, 'LLC=25%', fontsize=17)
Plot.plot_setting(132, ytick_dircetion='in')
Plot.plot_box(data_50)
Plot.plot_xticks(np.arange(1, 4, 1), ['Art', 'Sail', 'Poptrie'], font_size=16, rotation=20)
Plot.plot_yticks(np.arange(100, 350, 50), ['', '', '', '', ''], font_size=16)
Plot.plot_ylim(100, 320)
Plot.plot_grid()
wo_poptrie = wo_data[3]
w_art = w_data[1]
w_sail = w_data[2]
w_poptrie = w_data[3]
wo_l1_data = [wo_art[0], wo_sail[0], wo_poptrie[0]] # wo 数据
wo_l2_data = [wo_art[1], wo_sail[1], wo_poptrie[1]]
wo_l3_data = [wo_art[2], wo_sail[2], wo_poptrie[2]]
w_l1_data = [w_art[0], w_sail[0], w_poptrie[0]] # w 数据
w_l2_data = [w_art[1], w_sail[1], w_poptrie[1]]
w_l3_data = [w_art[2], w_sail[2], w_poptrie[2]]
# 开始绘图
color = ['#e6550d', '#fdae6b', '#fee6ce']
Plot.create_figure((5, 3))
Plot.plot_setting(121)
bar1 = Plot.plot_bar(np.arange(1, 4, 1),
wo_l1_data,
color=color[0],
bar_width=0.3)
bar2 = Plot.plot_bar(np.arange(1, 4, 1),
wo_l2_data,
color=color[1],
bottom=wo_l1_data,
bar_width=0.3)
bar3 = Plot.plot_bar(
np.arange(1, 4, 1),
wo_l3_data,
color=color[2],
bar_width=0.3,
#!/usr/bin/python3
# -*- coding: utf-8 -*-
# @Author: zzh
# @Date: 2020/1/9 19:46
from exp.tools.plot import Plot
from exp.tools.plot import Save
from exp.tools.plot import Color
from exp.tools.utils import Utils
import numpy as np
header, data = Utils.read_csv('example7.csv')
Plot.create_figure((2.0, 2.1))
Plot.plot_setting(111)
bar_width = 0.4
Plot.plot_bar(1, data[0], color=Color.color[0], bar_width=bar_width)
Plot.plot_bar(2, data[1], color=Color.color[1], bar_width=bar_width)
Plot.plot_bar(3, data[2], color=Color.color[2], bar_width=bar_width, hatch='o')
Plot.plot_bar(4, data[3], color=Color.color[3], bar_width=bar_width, hatch='\\')
Plot.plot_grid()
Plot.plot_yticks(np.arange(0, 80, 20), font_size=14)
Plot.plot_xticks([1, 2, 3, 4], ['Art', 'Sail', 'Poptrie', 'DXR'], font_size=14, rotation=40)
line1, = Plot.plot([0.8, 1.2], [34, 34], 'Art active', linestyle='-')
Plot.plot_ylabel('memory(MB)', font_size=18)
Plot.plot_legend([line1], ['Art-active'], 1, bbox_to_anchor=(1.1, 1.08), loc='upper right', font_size=14)
Save.save('example7')
from exp.tools.plot import Save
from exp.tools.plot import Plot
# 这是一个并行的柱形图例子
# 读取的文件为：cache-1-0.csv
# 读取文件
header, data = Utils.read_csv('cache-1-0.csv')
art_data = data[1]
sail_data = data[2]
poptrie_data = data[3]
wo_data = [art_data[0], sail_data[0], poptrie_data[0]]
w_data = [art_data[1], sail_data[1], poptrie_data[1]]
# 绘图
Plot.create_figure((3.2, 2))
Plot.plot_setting(111)
bar_width = 0.2
bar1 = Plot.plot_bar([1, 2], art_data, color='#e6550d')
bar2 = Plot.plot_bar([1 + bar_width, 2 + bar_width],
sail_data,
color='#fdae6b',
hatch='/')
bar3 = Plot.plot_bar([1 + bar_width * 2, 2 + bar_width * 2],
poptrie_data,
color='#fee6ce',
hatch='\\')
Plot.plot_xticks([1 + bar_width, 2 + bar_width], ['w/o comp', 'w comp'])
Plot.plot_show_barAboveText(bar1)
Plot.plot_show_barAboveText(bar2)
from exp.tools.plot import Plot
from exp.tools.plot import Save
import numpy as np
# 这是一个折线图
# 读取csv文件中的内容
header, data = Utils.read_csv('all_loc512_normal.csv')
# 从读取的csv文件中分别获取不同类别的数据
locality = data[0]
art = data[1]
sail = data[2]
poptrie = data[3]
Plot.create_figure((3, 2.5))
Plot.plot_setting(111)
line1, = Plot.plot(np.arange(0,10,1),art, label=str(header[1]).capitalize(),color='#e6550d')
line2, = Plot.plot(np.arange(0,10,1),sail, label=str(header[2]).capitalize(), linestyle='--',color='#fdae6b')
line3, = Plot.plot(np.arange(0,10,1),poptrie, label=str(header[3]).capitalize(), color='#fee6ce', marker='o')
Plot.plot_xlable('locality', font_size=20)
Plot.plot_ylabel('speed(Mpps)', font_size=20)
Plot.plot_xticks(np.arange(0, 10, 3), ['1', '8', '64', '512'])
Plot.plot_yticks(np.arange(200, 1000, 200))
Plot.plot_ylim(200, 820)
Plot.plot_grid()
Plot.plot_legend([line1, line2, line3], ['Art', 'Sail', 'Poptrie'], ncol=2,bbox_to_anchor=(0,1.05),loc='upper left',font_size=16)
# plt.figure(num=1, figsize=(3, 2.5), dpi=600)
# ax = plt.subplot(111)
# ax.set_axisbelow(True) # 设置网格线和坐标轴是在figure的上面还是在下面