我正在开发一个项目,我必须绘制一些从传感器读取的数据,然后用户必须从图中选择一部分数据并提取它。我使用python3,tkinter用于gui和matplotlib用于绘图。我想" RectangleSelector" matplotlib的小部件适合这项工作。但是,虽然我检查了matplotlib引用提供的示例,但我无法设法让RectangleSelector小部件工作。你能帮我解决这个问题吗?
现在,当我尝试运行代码时,我得到:" AttributeError:' NoneType'对象没有属性' mpl_connect'"
代码如下所示:
import matplotlib
matplotlib.use("TkAgg")
from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg, NavigationToolbar2TkAgg
from matplotlib.widgets import RectangleSelector
from matplotlib.figure import Figure
from matplotlib import style
style.use('ggplot')
import tkinter as tk
import numpy as np
#import AnalogRead
LARGE_FONT= ("Verdana", 12)
SAMPLE_MAX = 100000.0 # Maximum sampling rate
SAMPLE = 1000.0 # sampling rate
SAMPLE_SIZE = 2000 # self explaining
LENGTH = SAMPLE_SIZE*10
f = Figure(figsize=(10,5), dpi=100)#plt.figure(figsize=(10,5), dpi=100)#
a = f.add_subplot(111)
time = np.zeros(1)
data = np.zeros(1)
def line_select_callback(eclick, erelease):
'eclick and erelease are the press and release events'
x1, y1 = eclick.xdata, eclick.ydata
x2, y2 = erelease.xdata, erelease.ydata
print("(%3.2f, %3.2f) --> (%3.2f, %3.2f)" % (x1, y1, x2, y2))
print(" The button you used were: %s %s" % (eclick.button, erelease.button))
def toggle_selector(event):
print(' Key pressed.')
if event.key in ['Q', 'q'] and toggle_selector.RS.active:
print(' RectangleSelector deactivated.')
toggle_selector.RS.set_active(False)
if event.key in ['A', 'a'] and not toggle_selector.RS.active:
print(' RectangleSelector activated.')
toggle_selector.RS.set_active(True)
toggle_selector.RS = RectangleSelector(a, line_select_callback,
drawtype='box',
button=[1, 3], # don't use middle button
minspanx=5, minspany=5,
spancoords='pixels',
interactive=True)
class appGUI(tk.Tk):
def __init__(self, *args, **kwargs):
tk.Tk.__init__(self, *args, **kwargs)
#tk.Tk.iconbitmap(self, default="clienticon.ico")
tk.Tk.wm_title(self, "Autocorrelation")
container = tk.Frame(self)
container.pack(side="top", fill="both", expand = True)
container.grid_rowconfigure(0, weight=1)
container.grid_columnconfigure(0, weight=1)
self.frames = {}
frame = mainFrame(container, self)
self.frames[mainFrame] = frame
frame.grid(row=0, column=0, sticky="nsew")
self.show_frame(mainFrame)
def show_frame(self, cont):
frame = self.frames[cont]
frame.tkraise()
class mainFrame(tk.Frame):
def __init__(self, parent, controller):
global data, time, f, a, SAMPLE
tk.Frame.__init__(self, parent)
label = tk.Label(self, text="Graph Page!", font=LARGE_FONT)
label.pack(pady=10,padx=10)
#(time, data) = AnalogRead.Read(SAMPLE, SAMPLE_SIZE)
a.plot([1,5,8],[4,2,7])
canvas = FigureCanvasTkAgg(f, self)
canvas.show()
canvas.get_tk_widget().pack(side=tk.BOTTOM, fill=tk.BOTH, expand=True)
toolbar = NavigationToolbar2TkAgg(canvas, self)
toolbar.update()
canvas._tkcanvas.pack(side=tk.TOP, fill=tk.BOTH, expand=True)
canvas.mpl_connect('key_press_event', toggle_selector)
#self._update(SAMPLE, SAMPLE_SIZE, LENGTH)
def _setRate(self,val):
global SAMPLE
SAMPLE = float(val)
def _setSize(self,val):
global SAMPLE_SIZE
SAMPLE_SIZE = int(val)
if __name__ == "__main__":
app = appGUI()
app.mainloop()
并且完整的错误报告如下:
Traceback (most recent call last):
File "<ipython-input-340-63c18d2a9507>", line 1, in <module>
runfile('C:/Users/AutoCorrelation/Documents/autocorrelation/lol.py', wdir='C:/Users/AutoCorrelation/Documents/autocorrelation')
File "C:\Users\AutoCorrelation\Anaconda3\lib\site-packages\spyder\utils\site\sitecustomize.py", line 880, in runfile
execfile(filename, namespace)
File "C:\Users\AutoCorrelation\Anaconda3\lib\site-packages\spyder\utils\site\sitecustomize.py", line 102, in execfile
exec(compile(f.read(), filename, 'exec'), namespace)
File "C:/Users/AutoCorrelation/Documents/autocorrelation/lol.py", line 60, in <module>
interactive=True)
File "C:\Users\AutoCorrelation\Anaconda3\lib\site-packages\matplotlib\widgets.py", line 1744, in __init__
state_modifier_keys=state_modifier_keys)
File "C:\Users\AutoCorrelation\Anaconda3\lib\site-packages\matplotlib\widgets.py", line 1144, in __init__
self.connect_default_events()
File "C:\Users\AutoCorrelation\Anaconda3\lib\site-packages\matplotlib\widgets.py", line 1179, in connect_default_events
self.connect_event('motion_notify_event', self.onmove)
File "C:\Users\AutoCorrelation\Anaconda3\lib\site-packages\matplotlib\widgets.py", line 129, in connect_event
cid = self.canvas.mpl_connect(event, callback)
AttributeError: 'NoneType' object has no attribute 'mpl_connect'
答案 0 :(得分:0)
在您定义矩形选择器的位置,尚未定义图形画布(None
),因此错误'NoneType' object has no attribute 'mpl_connect'
。
您需要在将图形设置为画布后定义矩形选择器。这可以确保您提供给矩形选择器的轴位于图形中,该图形具有画布集。
canvas = FigureCanvasTkAgg(f, self)
# ...
toggle_selector.RS = RectangleSelector(a, line_select_callback, ..., interactive=True)
# ...
canvas.mpl_connect('key_press_event', toggle_selector)