我正在“注释”某种颜色的许多箭头,以向图中添加数据(发生事件的地方)。 (example code)。有没有办法将其添加到图例?一个答案可能是添加它们manually,如我在下面的代码中所示,但是我想它永远是最后的选择。什么是“正确”的方法? (在图例中还带有小箭头标记的奖励)
这里是一个示例,但实际上,该示例是为了易于使用,问题在于如何为line.axes.annotate
添加标签
以下是与链接中的代码几乎相同的代码: 向
添加箭头的功能def add_arrow(line, position=None, direction='right', size=15, color=None, length=None):
"""
add an arrow to a line.
line: Line2D object
position: x-position of the arrow. If None, mean of xdata is taken
direction: 'left' or 'right'
size: size of the arrow in fontsize points
color: if None, line color is taken.
length: the number of points in the graph the arrow will consider, leave None for automatic choice
"""
if color is None:
color = line.get_color()
xdata = line.get_xdata()
ydata = line.get_ydata()
if not length:
length = max(1, len(xdata) // 1500)
if position is None:
position = xdata.mean()
# find closest index
start_ind = np.argmin(np.absolute(xdata - position))
if direction == 'right':
end_ind = start_ind + length
else:
end_ind = start_ind - length
if end_ind == len(xdata):
print("skipped arrow, arrow should appear after the line")
else:
line.axes.annotate('',
xytext=(xdata[start_ind], ydata[start_ind]),
xy=(xdata[end_ind], ydata[end_ind]),
arrowprops=dict(
arrowstyle="Fancy,head_width=" + str(size / 150), color=color),
size=size
)
使用它的功能
def add_arrows(line, xs, direction='right', size=15, color=None, name=None):
if name:
if color is None:
color = line.get_color()
patch = mpatches.Patch(color=color, label=name, marker="->")
plt.legend(handles=[patch])
for x in xs:
add_arrow(line, x, color=color)
什么是行的示例
x,y = [i for i in range(10000)], [i for i in range(10000)]
line = plt.plot(x, y, label="class days")[0]
add_arrows(line, (x,y))
plt.show()