vue-custom-plot

vue-custom-plot

A Vue component for making custom scatter plots. This component does all of the math for you, so you make all the decisions about how your data renders.

Installation

If you're using npm:

npm -i --save vue-custom-plot

Then include the component in your project like so:

import { CustomPlot } from "vue-custom-plot"

Usage

Follow along with this example on codesandbox.

We're going to make a really basic scatter plot that looks like this:

All you need to get started with vue-custom-plot is the dimensions for your plot, and data in an array. Your data should be an array of objects, like this:

var myPoints = [{"x": 13, "y": 401, "z": 0.6}, ... ]

We'll use this example going forward. Our data has x, y, and z values.

Note: If you're making data visualizations, it's helpful to know about scalable vector graphics (svg).

Suppose your component data looks like this:

data() {
  return {
    // we'll populate our component with some data points
    dataPoints: myPoints,

    // we also need dimensions for svg
    width: 450,
    height: 450,
  }
}

You'll set up your template like so:

<!-- set up our initial svg -->
<svg :width="width" :height="height">

<!-- we'll put our plot in here with the help of vue-custom-plot -->

</svg>

Now, vue-custom-plot needs three props to work: xy-data, width, and height. When we pass these props, vue-custom-plot will provide additional data back to us, namely the data we need to actually render our component.

We add the following to our template:

<!-- set up our initial svg -->
<svg :width="width" :height="height">
  <!-- pass data into custom-plot -->
  <CustomPlot :xy-data="dataPoints" :width="width" :height="height">
    <!-- a scoped-slot gives us access to data we can use to render our plot with svg -->
    <g slot-scope="{ computedData }">
      <!-- we'll render our data in here -->
    </g>

  </CustomPlot>

</svg>

Vue-custom-plot has given us access to computedData, which is a array of object of the form:

computedData = [{
  x // the original x
  y // the original y
  svgx // the x-coordinate for where the original x maps to on the svg
  svgy // the y-coordinate for where the original y maps to on the svg
  key // a simple key to use when rendering your data
  attrs: {
    z // the original z-value
    // any other data points that are not x or y go here
  }
} ... ]

We'll use computedData to visualize our data. We'll render circles whose opacity depends on the original z-value of our data (which is between 0 and 1). We complete our template:

<!-- set up our initial svg -->
<svg :width="width" :height="height">
  <!-- pass data into custom-plot -->
  <CustomPlot :xy-data="dataPoints" :width="width" :height="height">
    <!-- a scoped-slot gives us access to data we can use to render our plot with svg -->
    <g slot-scope="{ computedData }">
      <!-- render a circle for each point in computedData -->
      <circle v-for="point in computedData"
        :key="point.key"
        :cx="point.svgx"
        :cy="point.svgy"
        :r="8"
        fill="midnightblue"
        :opacity="point.attrs.z">
      </circle>

    </g>

  </CustomPlot>

</svg>

Component Documentation

<CustomPlot>

Usage

<CustomPlot
  :xy-data="myData"
  :width="width"
  :x-accessor="'xVariableName'"
  :y-accessor="d => doSomethingTo(d.yVariable)"
  :height="height"
  :marginTop="margin"
  :marginLeft="margin">

  <g slot-scope="{computedData, xScale, yScale, svg}">

    <!-- render plot points here -->

  </g>

</CustomPlot>

Properties

Property	Type	Default	Description
xyData	Array	None	Required. An array of objects containing data to render
xAccessor	String, Function	"x"	The name of the x-variable in xyData; it can be a string or a function
yAccessor	String, Function	"y"	The name of the y-variable in xyData; it can be a string or a function
width	Number	500	Width of the svg container
height	Number	500	Height of the svg container
marginLeft	Number	0	Left margin of the rendered plot
marginTop	Number	0	Top margin of the rendered plot
marginRight	Number	0	Right margin of the rendered plot
marginBottom	Number	0	Bottom margin of the rendered plot

Scoped-Slot

Child Data	Type	Description
computedData	Array	Array of objects containing original x/y data, and their svg coordinates
xScale	Function	Scale taking x-values to their svg-coordinates
yScale	Function	Scale taking y-values to their svg-coordinates
svg	Object	Object with dimension data, {left, top, width, height}

Here's the relationship between xyData and compuedData:

// xyData
[{x, y, z, somethingElse}, ...]

// computedData
[{
  x // the original x-value, chosen with xAccessor
  y // the original y-value, chosen with yAccessor
  svgx // the original x-value passed through xScale
  svgy // the original y-value passed through yScale
  key // a simple key to use when rendering your data
  attrs: {
    // the original data goes in here
    x // the original x-value, not chosen with xAccessor
    y // the original y-value, not chosen with yAccessor
    z // the original z-value
    somethingElse // the original somethingElse-value
  }
} ... ]

<Axis>

Coming Soon :blush:

Philosophy

Below is some of my original thoughts on how Vue could be use to make custom plots.

See this thread for how I came up with this idea

Check out these demos:

1. First cut
2. Introduce chart-provider
3. Scoped Slots are nuts