为什么重叠的注释没有在图中重新排列?

2024-06-08 01:07:19 发布

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我在堆栈溢出上找到了一些关于修复matplotlib中重叠注释的代码。我想测试一下,所以我把它复制到我自己的iPython笔记本上。但是,当我运行它时,它没有相同的输出。你知道吗

代码的重点是测试注释是否重叠,如果重叠,则移动它们以使其不重叠,并放置一个红色箭头以显示它们所描述的数据点。然而,当我自己运行代码时,这并没有发生。你知道吗

我正在使用python3

以下是原始链接:Matplotlib overlapping annotations / text

代码如下:

import sys
import matplotlib
import matplotlib.pyplot as plt
import numpy as np

def get_text_positions(text, x_data, y_data, txt_width, txt_height):
    a = zip(y_data, x_data)
    text_positions = list(y_data)
    for index, (y, x) in enumerate(a):
        local_text_positions = [i for i in a if i[0] > (y - txt_height) 
                            and (abs(i[1] - x) < txt_width * 2) and i != (y,x)]
        if local_text_positions:
            sorted_ltp = sorted(local_text_positions)
            if abs(sorted_ltp[0][0] - y) < txt_height: #True == collision
                differ = np.diff(sorted_ltp, axis=0)
                a[index] = (sorted_ltp[-1][0] + txt_height, a[index][1])
                text_positions[index] = sorted_ltp[-1][0] + txt_height*1.01
                for k, (j, m) in enumerate(differ):
                    #j is the vertical distance between words
                    if j > txt_height * 2: #if True then room to fit a word in
                        a[index] = (sorted_ltp[k][0] + txt_height, a[index][2])
                        text_positions[index] = sorted_ltp[k][0] + txt_height
                        break
    return text_positions

def text_plotter(text, x_data, y_data, text_positions, txt_width,txt_height):
    for z,x,y,t in zip(text, x_data, y_data, text_positions):
        plt.annotate(str(z), xy=(x-txt_width/2, t), size=12)
        if y != t:
            plt.arrow(x, t,0,y-t, color='red',alpha=0.3, width=txt_width*0.1, 
                head_width=txt_width, head_length=txt_height*0.5, 
                zorder=0,length_includes_head=True)

# start new plot
plt.clf()
plt.xlabel("Proportional Euclidean Distance")
plt.ylabel("Percentage Timewindows Attended")
plt.title("Test plot")

together = [(0, 1.0, 0.4), (25, 1.0127692669427917, 0.41), (50, 1.016404709797609, 0.41), (75, 1.1043426359673716, 0.42), (100, 1.1610446924342996, 0.44), (125, 1.1685687930691457, 0.43), (150, 1.3486407784550272, 0.45), (250, 1.4013999168008104, 0.45)]
together.sort()

text = [x for (x,y,z) in together]
eucs = [y for (x,y,z) in together]
covers = [z for (x,y,z) in together]

p1 = plt.plot(eucs,covers,color="black", alpha=0.5)

txt_height = 0.0037*(plt.ylim()[1] - plt.ylim()[0])
txt_width = 0.018*(plt.xlim()[1] - plt.xlim()[0])

text_positions = get_text_positions(text, eucs, covers, txt_width, txt_height)

text_plotter(text, eucs, covers, text_positions, txt_width, txt_height)

plt.show()

输出应该是这样的:

Arrows Showing/Annotations realigned

这就是我得到的:

enter image description here

我怎样才能让它工作?你知道吗


Tags: 代码textintxtfordataindexif

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