在随机走线图mpld3

问题描述

我有一个表，该表包含id，值列和使用mpld3的相应[random walk plot] [1]。我想从线条图中预先突出显示特定的线条，而不是鼠标悬停。

mpld3的代码段：[1]：https://mpld3.github.io/examples/random_walk.html

import jinja2
import json
import numpy as np
import matplotlib.pyplot as plt
import mpld3
from mpld3 import plugins,utils

class HighlightLines(plugins.PluginBase):
    """A plugin to highlight lines on hover"""
    JAVASCRIPT = """
    mpld3.register_plugin("linehighlight",LineHighlightPlugin);
    LineHighlightPlugin.prototype = Object.create(mpld3.Plugin.prototype);
    LineHighlightPlugin.prototype.constructor = LineHighlightPlugin;
    LineHighlightPlugin.prototype.requiredProps = ["line_ids"];
    LineHighlightPlugin.prototype.defaultProps = {alpha_bg:0.3,alpha_fg:1.0}
    function LineHighlightPlugin(fig,props){
        mpld3.Plugin.call(this,fig,props);
    };

    LineHighlightPlugin.prototype.draw = function(){
      for(var i=0; i<this.props.line_ids.length; i++){
         var obj = mpld3.get_element(this.props.line_ids[i],this.fig),alpha_fg = this.props.alpha_fg;
             alpha_bg = this.props.alpha_bg;
         obj.elements()
             .on("mouSEOver",function(d,i){
                            d3.select(this).transition().duration(50)
                              .style("stroke-opacity",alpha_fg); })
             .on("mouSEOut",i){
                            d3.select(this).transition().duration(200)
                              .style("stroke-opacity",alpha_bg); });
      }
    };
    """

    def __init__(self,lines):
        self.lines = lines
        self.dict_ = {"type": "linehighlight","line_ids": [utils.get_id(line) for line in lines],"alpha_bg": lines[0].get_alpha(),"alpha_fg": 1.0}
    N_paths = 50
    N_steps = 100

    x = np.linspace(0,10,100)
    y = 0.1 * (np.random.random((N_paths,N_steps)) - 0.5)
    y = y.cumsum(1)

    fig,ax = plt.subplots(subplot_kw={'xticks': [],'yticks': []})
    lines = ax.plot(x,y.T,color='blue',lw=4,alpha=0.1)
    plugins.connect(fig,HighlightLines(lines))

    mpld3.show()

结合@codemax的建议后的代码

import jinja2
import json
import numpy as np
import matplotlib.pyplot as plt
import mpld3
from mpld3 import plugins,props);
    };

    LineHighlightPlugin.prototype.draw = function(){
      for(var i=0; i<this.props.line_ids.length; i++){
         const list = [0,4,6];
         if (list.includes(i)) {
           obj.elements().style("stroke-opacity",alpha_fg);
         }
       }
    };
    """

    def __init__(self,HighlightLines(lines))

    mpld3.show()

解决方法

您可以选择单个行并使用此方法突出显示它。

LineHighlightPlugin.prototype.draw = function(){
  for(var i=0; i<this.props.line_ids.length; i++){
      var obj = mpld3.get_element(this.props.line_ids[i],this.fig),alpha_fg = this.props.alpha_fg;
          alpha_bg = this.props.alpha_bg;
      // Depending on which line you wish to highlight,// you can change 1 to any index 
      // add the following 3 lines to your code
      if (i === 1) {
        obj.elements().style("stroke-opacity",alpha_fg);
      }

      obj.elements()
          .on("mouseover",function(d,i){
                        d3.select(this).transition().duration(50)
                          .style("stroke-opacity",alpha_fg); })
          .on("mouseout",i){
                        d3.select(this).transition().duration(200)
                          .style("stroke-opacity",alpha_bg); });
  }
};

如果要突出显示多行，可以使用这种方法。

LineHighlightPlugin.prototype.draw = function(){
  for(var i=0; i<this.props.line_ids.length; i++){
      var obj = mpld3.get_element(this.props.line_ids[i],alpha_fg = this.props.alpha_fg;
          alpha_bg = this.props.alpha_bg;
     // add the following 4 lines to your code
     const list = [0,4,6]; // these numbers are random. Use your own numbers
     if (list.includes(i)) {
       obj.elements().style("stroke-opacity",alpha_fg);
     }

      obj.elements()
          .on("mouseover",alpha_bg); });
  }
};

javascript mpld3