目前我有一个散点图,我可以放大,移动等.
我还想做的是能够在图表上选择一定数量的点,然后将选定的点存储在一个数组中.
我可以使用matplotlib中的任何特殊功能吗?
任何帮助将不胜感激
我的代码
import os
import wx
import numpy as nump
import matplotlib
matplotlib.use('WXAgg')
import matplotlib.figure as fg
import matplotlib.backends.backend_wxagg as wxagg
class MyFrame(wx.Frame):
def __init__(self):
wx.Frame.__init__(self, None, -1, 'Title')
self.create_main_panel()
self.draw_figure()
def create_main_panel(self):
self.panel = wx.Panel(self)
self.dpi = 100
self.fig = fg.Figure((5.0, 4.0), dpi=self.dpi)
self.canvas = wxagg.FigureCanvasWxAgg(self.panel, -1, self.fig)
self.axes = self.fig.add_subplot(111)
self.toolbar = wxagg.NavigationToolbar2WxAgg(self.canvas)
self.vbox = wx.BoxSizer(wx.VERTICAL)
self.vbox.Add(self.canvas, 1, wx.LEFT | wx.TOP | wx.GROW)
self.vbox.AddSpacer(25)
self.vbox.Add(self.toolbar, 0, wx.EXPAND)
self.panel.SetSizer(self.vbox)
self.vbox.Fit(self)
def draw_figure(self):
self.axes.clear()
x, y = [2,3,4,5]
self.axes.scatter(x, y)
self.canvas.draw()
def on_exit(self, event):
self.Destroy()
if __name__ == '__main__':
app = wx.PySimpleApp()
app.frame = MyFrame()
app.frame.Show()
app.MainLoop()
最佳答案 以下代码提供了可能的解决方案.基本方法可概括如下:
> one附加了pick_event的处理程序,该处理程序将拾取的数据索引附加到列表self._picked_indices.
>只要用户按下转义键,key_press_event处理程序就会清除self._picked_indices列表.
>方法MyFrame.picked_points返回当前所选点的坐标列表.如果尚未选择任何点,则此方法返回None(如果更方便的话,您可以修改它以返回空列表).
通过这种方式,您可以通过单击来选择点.但是如果你想重新开始,只需按下escape并再次开始挑选.
#! /usr/bin/env python
import os
import wx
import numpy as nump
import matplotlib
matplotlib.use('WXAgg')
import matplotlib.figure as fg
import matplotlib.backends.backend_wxagg as wxagg
class MyFrame(wx.Frame):
def __init__(self):
wx.Frame.__init__(self, None, -1, 'Title')
self.create_main_panel()
self.draw_figure()
self._is_pick_started = False
self._picked_indices = None
def create_main_panel(self):
self.panel = wx.Panel(self)
self.dpi = 100
self.fig = fg.Figure((5.0, 4.0), dpi=self.dpi)
self.canvas = wxagg.FigureCanvasWxAgg(self.panel, -1, self.fig)
self.axes = self.fig.add_subplot(111)
self.toolbar = wxagg.NavigationToolbar2WxAgg(self.canvas)
self.vbox = wx.BoxSizer(wx.VERTICAL)
self.vbox.Add(self.canvas, 1, wx.LEFT | wx.TOP | wx.GROW)
self.vbox.AddSpacer(25)
self.vbox.Add(self.toolbar, 0, wx.EXPAND)
self.panel.SetSizer(self.vbox)
self.vbox.Fit(self)
self.fig.canvas.mpl_connect('pick_event', self.on_pick)
self.fig.canvas.mpl_connect('key_press_event', self.on_key)
def draw_figure(self):
self.axes.clear()
self._x_data, self._y_data = [[2,3], [4,5]]
self.axes.scatter(self._x_data, self._y_data, picker=5)
self.canvas.draw()
def on_exit(self, event):
self.Destroy()
def picked_points(self):
if self._picked_indices is None:
return None
else:
return [ [self._x_data[i], self._y_data[i]]
for i in self._picked_indices ]
def on_pick(self, event):
if not self._is_pick_started:
self._picked_indices = []
self._is_pick_started = True
for index in event.ind:
if index not in self._picked_indices:
self._picked_indices.append(index)
print self.picked_points()
def on_key(self, event):
"""If the user presses the Escape key then stop picking points and
reset the list of picked points."""
if 'escape' == event.key:
self._is_pick_started = False
self._picked_indices = None
return
if __name__ == '__main__':
app = wx.PySimpleApp()
app.frame = MyFrame()
app.frame.Show()
app.MainLoop()