在散景中的Tap事件上更新DataTable [英] Update DataTable on Tap event in Bokeh

问题描述

我正在尝试计算两点的欧式距离.初始距离在数据中计算.

I am trying to calculate euclidean distance of two points. Initial distance is calculated in the data.

然后，当用户移动线条时，我希望distance列根据新坐标进行更新.我看到x和y列正在更新，但distance列没有更新.以下是我的尝试:

Then, when the user is moving the line, I'd like the distance column to update based on the new coordinates. I can see that x and y columns are updating, but not the distance column. Below is my attempt:

output_file("tools_point_draw.html")

_tools_to_show = 'box_zoom,pan,save,hover,reset,tap'        

p = figure(x_range=(0, 10), y_range=(0, 10), tools=_tools_to_show,
           plot_width=862, plot_height=604,
           title='Plot name')

p.background_fill_color = 'white'

d_true = {'x': [2, 3], 'y': [4, 1], 
          'color': ['red', 'red'],
          'desc': ['true','true']}

df_true = pd.DataFrame(d_true)
df_true['distance'] = np.sqrt(np.sum((df_true['x'] - df_true['y'])**2))
source = ColumnDataSource(df_true)

renderer2 = p.scatter(x='x', y='y', source=source, color='color', size=15,
                      line_color='red', line_width=5)
renderer = p.line(x='x', y='y', source=source, color='red',
                  line_dash='dashed', line_width=10)

columns = [TableColumn(field="x", title="I am X"),
           TableColumn(field="y", title="I am Y"),
           TableColumn(field='color', title='color'),
           TableColumn(field='desc', title='desc'),
           TableColumn(field='distance', title='distance')]

update = CustomJS(args=dict(source_data=source), code="""
    var data = source_data.data;
    var f = cb_obj.value; //is this necessary?

    //Sum of squares for euclidean
    for(var i = 0, i < data['x'].length; i < size ; i++) {
        var res += Math.pow(data['x'][i] - data['y'][i], 2)
    }

    //Take square root
    var res2 = Math.sqrt(res)

    //Update table
    data['distance'] = res2

    source_data.change.emit();

    """)

update.js_on_change('tap', update)

table = DataTable(source=source, columns=columns, editable=True, height=200, width=862)

draw_tool = PointDrawTool(renderers=[renderer, renderer2], empty_value='black')
p.add_tools(draw_tool)
p.toolbar.active_tap = draw_tool

show(Column(p, table))

推荐答案

您的回调实际上从未在这里触发.这只是pointdraw事件正在做的事情. 更改source.data时，应该具有回调触发器.

Your callback actually never triggers here. It's just the pointdraw event doing its thing. You should have your callback trigger when source.data is changed.

source.js_on_change('data', update)

我是从第一个点开始做它的，但是你也可以从原点开始做.

I did it for distance from the first point but you could do from origin too.

如果是从第一个点开始，则每次都需要更新所有距离(因为绘图工具可让您拖动现有点)

If it's from the first point you need to update all the distances each time (since the draw tool lets you drag existing points)

from bokeh.plotting import figure
from bokeh.io import output_file, show
from bokeh.models import DataTable, TableColumn, Column, PointDrawTool, ColumnDataSource, CustomJS
import pandas as pd
import numpy as np

output_file("tools_point_draw.html")

_tools_to_show = 'box_zoom,pan,save,hover,reset,tap'        

p = figure(x_range=(0, 10), y_range=(0, 10), tools=_tools_to_show,
           plot_width=862, plot_height=604,
           title='Plot name')

p.background_fill_color = 'white'

d_true = {'x': [2, 3], 'y': [4, 1], 
          'color': ['red', 'red'],
          'desc': ['true','true']}

df_true = pd.DataFrame(d_true)
df_true['distance'] = [0]+[np.sqrt((df_true['x'][i]-df_true['x'][i-1])**2+(df_true['y'][i]-df_true['y'][i-1])**2) for i in range(1,len(df_true['x']))]
source = ColumnDataSource(df_true)

renderer2 = p.scatter(x='x', y='y', source=source, color='color', size=15,
                      line_color='red', line_width=5)
renderer = p.line(x='x', y='y', source=source, color='red',
                  line_dash='dashed', line_width=10)

columns = [TableColumn(field="x", title="I am X"),
           TableColumn(field="y", title="I am Y"),
           TableColumn(field='color', title='color'),
           TableColumn(field='desc', title='desc'),
           TableColumn(field='distance', title='distance')]

update = CustomJS(args=dict(source_data=source), code="""
    var data = source_data.data;
    var res = 0;

    //Sum of squares for euclidean
    for(var i = 1; i < data['x'].length ; i++) {
        res += Math.sqrt(Math.pow(data['x'][i] - data['x'][i-1], 2)+Math.pow(data['y'][i] - data['y'][i-1], 2));

        //Update table
        data['color'][i] = 'red';
        data['desc'][i] = 'true';
        data['distance'][i] = res;
    }

    source_data.change.emit();
    """)

source.js_on_change('data', update)

table = DataTable(source=source, columns=columns, editable=True, height=200, width=862)

draw_tool = PointDrawTool(renderers=[renderer, renderer2])
p.add_tools(draw_tool)
p.toolbar.active_tap = draw_tool

show(Column(p, table))

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