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Concave data in contour plots causes rendering issues #7239

Open
ndrezn opened this issue Oct 18, 2024 · 3 comments
Open

Concave data in contour plots causes rendering issues #7239

ndrezn opened this issue Oct 18, 2024 · 3 comments
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bug something broken cs customer success P3 backlog

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@ndrezn
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ndrezn commented Oct 18, 2024

Codepen: https://codepen.io/ndrezn/pen/ZEgyrMw

Plotly renders out of boundary region in contour plots with concave-shaped XYZ data.

Given this example, we expect to see:
Image

Here are the marked data points:
Image

However rendering this data in Plotly shows:
Image

Reproduction

Complete example HTML 
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Contour Plot</title>
    <script src="https://cdn.plot.ly/plotly-latest.min.js"></script>
</head>
<body>

<div id="myDiv" style="width:100%;height:100vh;"></div>

JS

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var data = [ {
	x: x,
	y: y,
  z: z,
	type: 'contour',
  colorscale: 'Jet',
	}
];

Plotly.newPlot('myDiv', data);
@gvwilson gvwilson added bug something broken P3 backlog cs customer success labels Oct 18, 2024
@alexcjohnson
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connectgaps defaults to True when you provide 1D arrays for all the data, because we don’t have real triangulation so we make a grid, and it’s too easy to wind up with weird holes with 1D data. But you can try turning it off and maybe it’ll give the behavior you want. Better yet, grid your own data and provide z as 2D, x and y as 1D. Better still let’s put in the time to render data like this using triangulation 😉

https://plotly.com/python/reference/contour/#contour-connectgaps

@ndrezn
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ndrezn commented Oct 18, 2024

Looks like it does draw the trace correctly with connectgaps, but the fill is... doing its own thing...

Image

Look into data reshaping and see if it does the trick...

@alexcjohnson
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Yep that’s exactly the kind of thing it tends to do unless your data is either gridded or equivalent to gridded, the real solution here is to write a triangulation contour algorithm.

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