加载图形数据从文件按钮点击与景

Question

我想使用Bokeh中的切换按钮来创建一个交互式网站，用户可以点击切换按钮来选择绘制哪些图。

这些按钮可以从文本文件（包含两列x和y数据）加载数据。数据文件有两列包含由空格分隔的x和y数据。

当选择切换按钮时，将绘制相应的数据，当取消切换按钮时将删除该图。

我目前无法将参数传递给回调事件，有可能吗？

from bokeh.io import vform 
from bokeh.models import CustomJS, ColumnDataSource 
from bokeh.models.widgets import Toggle 
from bokeh.plotting import figure, output_file, show 

output_file("load_data_buttons.html") 

x = [0] 
y = x 

source = ColumnDataSource(data=dict(x=x, y=y)) 

plot = figure(plot_width=400, plot_height=400) 
plot.line('x', 'y', source=source, line_width=3, line_alpha=0.6) 

callback = CustomJS(args=filename,dict(source=source), code=""" 
     var data = source.get('data'); 
     console.log(filename) 
     x = data['x'] 
     y = data['y'] 
     #load data stored in the file name and assign to x and y 
     source.trigger('change'); 
    """) 

toggle1 = Toggle(label="Load data file 1", type="success",callback=callback("data_file_1.txt")) 
toggle2 = Toggle(label="Load data file 2", type="success",callback=callback("data_file_2.txt")) 

layout = vform(toggle1, toggle2, plot) 

show(layout) 

Answer 1

您应加载这两个文件和数据保存到数据源对象，这里有一个例子：

from bokeh.io import vplot 
import pandas as pd 
from bokeh.models import CustomJS, ColumnDataSource 
from bokeh.models.widgets import Button 
from bokeh.plotting import figure, output_file, show 

output_file("load_data_buttons.html") 

df1 = pd.read_csv("data_file_1.txt") 
df2 = pd.read_csv("data_file_2.txt") 

plot = figure(plot_width=400, plot_height=400) 

source = ColumnDataSource(data=dict(x=[0, 1], y=[0, 1])) 
source2 = ColumnDataSource(data=dict(x1=df1.x.values, y1=df1.y.values, 
            x2=df2.x.values, y2=df2.y.values)) 

plot.line('x', 'y', source=source, line_width=3, line_alpha=0.6) 

callback = CustomJS(args=dict(source=source, source2=source2), code=""" 
     var data = source.get('data'); 
     var data2 = source2.get('data'); 
     data['x'] = data2['x' + cb_obj.get("name")]; 
     data['y'] = data2['y' + cb_obj.get("name")]; 
     source.trigger('change'); 
    """) 

toggle1 = Button(label="Load data file 1", callback=callback, name="1") 
toggle2 = Button(label="Load data file 2", callback=callback, name="2") 

layout = vplot(toggle1, toggle2, plot) 

show(layout)