如何在 matplotlib 中向上移动整个图表？

Question

当更改为不同的子图时，如何在 matplot 中移动整个图表。

问题是我使用按钮在不同图表之间切换，但 x_labels 与按钮重叠。那么有没有一种方法可以在更改图表时简单地将图表向上移动一点，以便按钮和 x_labels 不会相互重叠？

或者是否有其他（更好的）解决方案来解决这个问题？

这是一张图片，您可以在其中看到我的问题：

下面是一些示例代码：

import matplotlib.pyplot as plt
from matplotlib.widgets import Button
import datetime


class Index(object):

    def start(self, event=None):
        ax.clear()
        ax.set_title("Start")
        x_values = ["Monday", "Tuesday", "Wednesday", "Thursday", "Friday"]
        y_values = [10, 20, 15, 1, 5]
        ax.set_xticklabels(x_values, rotation=25)
        print(ax.get_position())
        ax.bar(x_values, y_values)
        plt.draw()

    def next(self, event):
        ax.clear()
        ax.set_title("Next")
        x_values = ["Monday", "Tuesday", "Wednesday", "Thursday", "Friday"]
        y_values = [20, 15, 10, 5, 1]
        ax.set_xticklabels(x_values, rotation=25)
        print(ax.get_position())
        ax.bar(x_values, y_values)
        plt.draw()

    def prev(self, event):
        ax.clear()
        ax.set_title("Previous")
        x_values = ["Monday", "Tuesday", "Wednesday", "Thursday", "Friday"]
        y_values = [1, 5, 10, 15, 20]
        ax.set_xticklabels(x_values, rotation=25)
        print(ax.get_position())
        ax.bar(x_values, y_values)
        plt.draw()

ax  = plt.gca()
callback = Index()
callback.start()

axprev = plt.axes([0.59, 0.002, 0.1, 0.075])
bprev = Button(axprev, 'Previous')
bprev.on_clicked(callback.prev)
axstart = plt.axes([0.7, 0.002, 0.1, 0.075])
bstart = Button(axstart, 'Start')
bstart.on_clicked(callback.start)
axnext = plt.axes([0.81, 0.002, 0.1, 0.075])
bnext = Button(axnext, 'Next')
bnext.on_clicked(callback.next)

plt.show()

Answer 1

一种快速而简单的方法是使用 subplots_adjust

plt.subplots_adjust(bottom=0.2)

它很脏，因为您必须手动 fiddle 值（例如 0.2）直到你找到一个看起来正确的数字。

但是，似乎需要一些摆弄来定位 axprev、axstart 和 axnext。

更好的方法是使用 matplotlib.gridspec.GridSpec:

布局轴

import matplotlib.gridspec as gridspec
gs = gridspec.GridSpec(10, 40) 
ax = plt.subplot(gs[:7, :])
axprev = plt.subplot(gs[9:, 18:24])
axstart = plt.subplot(gs[9:, 26:32])
axnext = plt.subplot(gs[9:, 34:40])

例如，

import matplotlib.pyplot as plt
import matplotlib.gridspec as gridspec
from matplotlib.widgets import Button
import datetime


class Index(object):

    def start(self, event=None):
        ax.clear()
        ax.set_title("Start")
        x_values = ["Monday", "Tuesday", "Wednesday", "Thursday", "Friday"]
        y_values = [10, 20, 15, 1, 5]
        ax.set_xticklabels(x_values, rotation=25)
        print(ax.get_position())
        ax.bar(x_values, y_values)
        plt.draw()

    def next(self, event):
        ax.clear()
        ax.set_title("Next")
        x_values = ["Monday", "Tuesday", "Wednesday", "Thursday", "Friday"]
        y_values = [20, 15, 10, 5, 1]
        ax.set_xticklabels(x_values, rotation=25)
        print(ax.get_position())
        ax.bar(x_values, y_values)
        plt.draw()

    def prev(self, event):
        ax.clear()
        ax.set_title("Previous")
        x_values = ["Monday", "Tuesday", "Wednesday", "Thursday", "Friday"]
        y_values = [1, 5, 10, 15, 20]
        ax.set_xticklabels(x_values, rotation=25)
        print(ax.get_position())
        ax.bar(x_values, y_values)
        plt.draw()

gs = gridspec.GridSpec(10, 40) 
ax = plt.subplot(gs[:7, :])
axprev = plt.subplot(gs[9:, 18:24])
axstart = plt.subplot(gs[9:, 26:32])
axnext = plt.subplot(gs[9:, 34:40])



callback = Index()
callback.start()

bprev = Button(axprev, 'Previous')
bprev.on_clicked(callback.prev)
bstart = Button(axstart, 'Start')
bstart.on_clicked(callback.start)
bnext = Button(axnext, 'Next')
bnext.on_clicked(callback.next)
plt.show()

如何在 matplotlib 中向上移动整个图表？

How to move a whole diagram up in matplotlib?

python

diagram

matplotlib

subplot