Graph streaming real-time data with react and chartjs

user_8154176 0
Viewed 8558

I want to stream data in real-time with this plugin. But currently, my chart displays the same dataset and remains static. Even though I am following the react example of this website Below is the code I used: 

import React from 'react';
import {Line} from 'react-chartjs-2';
import 'chartjs-plugin-streaming';
var createReactClass = require('create-react-class');

const data = {
    labels: ['January', 'February', 'March', 'April', 'May', 'June', 'July'],
    datasets: [
      {
        label: 'Price',
        fill: false,
        lineTension: 0.1,
        backgroundColor: 'rgba(75,192,192,0.4)',
        borderColor: 'rgba(75,192,192,1)',
        borderCapStyle: 'butt',
        borderDash: [],
        borderDashOffset: 0.0,
        borderJoinStyle: 'miter',
        pointBorderColor: 'rgba(75,192,192,1)',
        pointBackgroundColor: '#fff',
        pointBorderWidth: 1,
        pointHoverRadius: 5,
        pointHoverBackgroundColor: 'rgba(75,192,192,1)',
        pointHoverBorderColor: 'rgba(220,220,220,1)',
        pointHoverBorderWidth: 2,
        pointRadius: 1,
        pointHitRadius: 10,
        data: [65, 59, 80, 81, 56, 55, 40]
      }
    ]
  };
  
  export default createReactClass({
    displayName: 'LineExample',
    render() {
      return (
        <div>
          <Line 
          data={data}
          options={{
              scales: {
                  xAxes: [{
                    realtime: {

                        onRefresh: function(chart) {
                            data.dataset.data.push({
                              x: Date.now(),
                              y: Math.random()
                            });
                        },
                        delay: 2000
                      }
                    }]
              }
          }}
           />
        </div>
      );
    }
});

What could be the problem? Thanks!

chart.js reactjs frontend javascript
3 Answers

The data format you provided is wrong, you are trying to

data.dataset.data.push but the data you provided only have X value. you need to reformat it, the data should have the format like this: {x:$(value), y:${value}}

Open the code snippet below in CodeSandbox

import React from "react";
import { Line } from "react-chartjs-2";
import "chartjs-plugin-streaming";
var createReactClass = require("create-react-class");

const data = {
  datasets: [
    {
      label: "Dataset 1",
      borderColor: "rgb(255, 99, 132)",
      backgroundColor: "rgba(255, 99, 132, 0.5)",
      lineTension: 0,
      borderDash: [8, 4],
      data: []
    }
  ]
};

const options = {
  scales: {
    xAxes: [
      {
        type: "realtime",
        realtime: {
          onRefresh: function() {
            data.datasets[0].data.push({
              x: Date.now(),
              y: Math.random() * 100
            });
          },
          delay: 2000
        }
      }
    ]
  }
};

export default createReactClass({
  displayName: "LineExample",
  render() {
    return (
      <div>
        <Line data={data} options={options} />
      </div>
    );
  }
});
user_55358530

without a snippet to play with I'd guess that the problem is here

onRefresh: function(chart) {
  data.dataset.data.push({
    x: Date.now(),
    y: Math.random()
  });
}

you've pushed the new data to the initial dataset, but at a guess you'll need to push it to the chart itself. looking at the example at:

https://nagix.github.io/chartjs-plugin-streaming/samples/bar-horizontal.html

seems like you should be passing the data directly to the chart

chart.config.data.datasets.forEach(function(dataset) {
  dataset.data.push({
    x: Date.now(),
    y: randomScalingFactor()
  });
});

or maybe, (again I'm just guessing where the new data might go without a mvp example to play with, console.log out the chart variable in the onRefresh callback to find the right location), If you setup a mvp on somewhere like stackblitz I/someone can update this answer.

onRefresh: function(chart) {
  chart.dataset.data.push({
    x: Date.now(),
    y: Math.random()
  });
}
user_35978250

chart is undefined because it was never defined in React.

Here is an example with React:

onRefresh: function(chart) {
   chart.dataset.data.push({
   x: Date.now(),
   y: Math.random()
  });
}
user_140979280
Related