endering Performance CloudOptimizedGeotiff Band calculation ( Question rather than a feature request) #142

davidoesch · 2024-03-21T09:08:31Z

Displaying this 4 band 16int COGTIFF file size approx 4GB in leaflet via

https://cms.geo.admin.ch/Topo/umweltbeobachtung/satromocogviewer.html?url=https://data.geo.admin.ch/ch.swisstopo.swisseo_s2-sr_v100/2024-03-07t103911/ch.swisstopo.swisseo_s2-sr_v100_mosaic_2024-03-07t103911_bands-10m.tif

It is a valid COG according to gdal with 4 overviews, compressed etc

-> results in very slow performance on loading.

Firefox: After approx 10 succesfull accesses to the GOG tif file I get an "unknown duration" Staus "waiting for response" as shown here

Edge: I get Violation warnings in the console but tiles are loading after while

[Violation]'requestAnimationFrame' handler took 75ms
[Violation]'setTimeout' handler took 75ms

The data is loading quite fast, an I can observe the complete download finished

but afterwards it takes quite a while until it is rendered , I can't find any suspicous in

even if I use an RGB 8 bit File : RGB_COG_mosaic_2024-03-07t103911_bands-10m.tif it takes quite a while to render the image

https://cms.geo.admin.ch/Topo/umweltbeobachtung/satromocogviewer.html?url=https://cms.geo.admin.ch/test/topo/umweltbeobachtung/testcog/RGB_COG_mosaic_2024-03-07t103911_bands-10m.tif

I can't get the rendering/download accelerated : any ideas?

Here the complete code

<html>
<head>
	<title>COG viewer SATROMO</title>
	!-- Version 3.1 --> <!-- full stretch -->
    <meta name="viewport" content="width=device-width, initial-scale=1">
    <link rel="stylesheet" href="https://unpkg.com/leaflet@1.0.3/dist/leaflet.css"/>
    <style>
        #map {
            bottom: 0;
            left: 0;
            position: absolute;
            right: 0;
            top: 0;
        }
    </style>
</head>
<body>
<div id="map"></div>
<script src="https://unpkg.com/leaflet@1.0.3/dist/leaflet.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/proj4js/2.6.0/proj4.js"></script>
<script src="https://unpkg.com/georaster"></script>
<script src="https://unpkg.com/georaster-layer-for-leaflet"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/proj4leaflet/1.0.2/proj4leaflet.min.js"></script>
<! -- You might need this one as well
<script src="https://unpkg.com/leaflet-proj4leaflet"></script> 
--> 




<script>
    // Define custom CRS for EPSG 2056
   // Define custom CRS for EPSG 2056
	var crs2056 = new L.Proj.CRS('EPSG:2056',
	   "+proj=somerc +lat_0=46.95240555555556 +lon_0=7.439583333333333 +k_0=1 +x_0=2600000 +y_0=1200000 +ellps=bessel +towgs84=674.374,15.056,405.346,0,0,0,0 +units=m +no_defs",
	   {
		 resolutions: [4000.0, 3750.0, 3500.0, 3250.0, 3000.0, 2750.0, 2500.0, 2250.0, 2000.0, 1750.0, 1500.0, 1250.0, 1000.0, 750.0, 650.0, 500.0, 250.0, 100.0, 50.0, 20.0, 10.0, 5.0, 2.5, 2.0, 1.5, 1.0, 0.5, 0.25, 0.1, 0.05],
		 origin: [2420000.0, 1350000.0]
	 });

	var map = L.map('map', {
	  crs: crs2056
	}).setView([46, 8], 1);

    var baseLayer = L.tileLayer('https://wmts.asit-asso.ch/wmts/1.0.0/asitvd.fond_pourortho/default/default/0/2056/{z}/{y}/{x}.png', {
        maxZoom: crs2056.options.resolutions.length,
        zIndex: 5
    }).addTo(map);

// Define a variable to keep track of the layer visibility
var layerVisible = true;

// Create a button to toggle the layer
var toggleButton = L.control({position: 'topleft'});
toggleButton.onAdd = function (map) {
    var div = L.DomUtil.create('div', 'toggle-button');
    // Set the initial button text based on the layer visibility
    div.innerHTML = '<button onclick="toggleLayer()">' + (layerVisible ? 'Overlay OFF' : 'OFF') + '</button>';
    return div;
};
toggleButton.addTo(map);

// Function to toggle the layer
function toggleLayer() {
    if (layerVisible) {
        map.removeLayer(baseLayer);
    } else {
        baseLayer.addTo(map);
    }
    // Update the button text based on the layer visibility
    document.querySelector('.toggle-button button').innerText = layerVisible ? 'Overlay ON' : 'Overlay OFF';
    // Invert the layer visibility state
    layerVisible = !layerVisible;
}



    const url_to_geotiff_file = new URLSearchParams(location.search).get("url");
    console.log("url_to_geotiff_file:", url_to_geotiff_file);

    if (!url_to_geotiff_file || !url_to_geotiff_file.endsWith(".tif")) {
        // If no URL is provided, or if it doesn't end with ".tif", display a message for non-supported imagery
        document.getElementById("map").innerHTML = "<h3>Non-supported imagery</h3>";
    } else if (url_to_geotiff_file.includes("ch.swisstopo.swisseo_vhi")) {
        console.log("This is VHI");
				
        // Parse the GeoTIFF data
        parseGeoraster(url_to_geotiff_file).then(function (georaster) {
            console.log("georaster:", georaster);
			// based on https://custom-scripts.sentinel-hub.com/custom-scripts/sentinel-2/l2a_optimized/ 	
		
        // Execute code for ch.swisstopo.swisseo_vhi
        // For example:https://cms.geo.admin.ch/test/topo/umweltbeobachtung/testcog/ch.swisstopo.swisseo_vhi_v100_mosaic_2023-10-16T235959_bands-10m.tif
        // yourVHICodeHere();
		// Define color map
    // Define the function to map pixel values to colors
    const pixelValuesToColorFn = value => {
        // Define your logic here to map pixel values to colors
        // For example, you can use a color scale or custom logic based on specific thresholds
	const scale = chroma.scale([
			'#C7BB95',
			'#FEFEE1',
			'#6E9F62',
			'#032816',
			'black'
		  ]).domain([
			0,
			10,
			40,
			60,
			80
		  ]);
        // Here's a simple example using a color scale:
        const color = scale(value).hex(); // Assuming 'scale' is defined elsewhere
		console.log("color:", color);
        return color;
    };

		// Modify the pixelValuesToColorFn function
		const layer = new GeoRasterLayer({
			attribution: "Contains modified Copernicus Sentinel data 2024, (c) Openstreetmap contributors provided by ASIT",
			debugLevel: 0,
			georaster,
			resolution: 256,
			opacity: 1,
			resampleMethod: "nearest",
			pixelValuesToColorFn 
		});

            layer.addTo(map);
            map.fitBounds(layer.getBounds());
		 });
	
    } else if (url_to_geotiff_file.includes("ch.swisstopo.swisseo_s2-sr")) {
        console.log("This is S2 SR");
		
        
		
        // Parse the GeoTIFF data
        parseGeoraster(url_to_geotiff_file).then(function (georaster) {
            console.log("georaster:", georaster);
			// based on https://custom-scripts.sentinel-hub.com/custom-scripts/sentinel-2/l2a_optimized/ 	
		
		// Contrast enhance / highlight compress
		const maxR = 3.0; // max reflectance
		const midR = 0.13;
		const sat = 1.2;
		const gamma = 1.8;
		
		
		function evaluatePixel(val0,val1,val2) {
			//console.log("val0:", val0, "val1:", val1, "val2:", val2);
			const rgbLin = satEnh(sAdj(val0), sAdj(val1), sAdj(val2));
			//console.log("rgbLin:", rgbLin);
			//console.log("sRGB0:", sRGB(rgbLin[0]), "sRGB1:", sRGB(rgbLin[1]), "sRGB2:", sRGB(rgbLin[2]));
			return [sRGB(rgbLin[0]), sRGB(rgbLin[1]), sRGB(rgbLin[2])];
		}
		
		function sAdj(a) {
			return adjGamma(adj(a, midR, 1, maxR));
		}

		
		const gOff = 0.01;
		const gOffPow = Math.pow(gOff, gamma);
		const gOffRange = Math.pow(1 + gOff, gamma) - gOffPow;


		function adjGamma(b) {
			return (Math.pow((b + gOff), gamma) - gOffPow) / gOffRange;
		}
		
		// Saturation enhancement
		function satEnh(r, g, b) {
			const avgS = (r + g + b) / 3.0 * (1 - sat);
			return [clip(avgS + r * sat), clip(avgS + g * sat), clip(avgS + b * sat)];
		}

		function clip(s) {
			return s < 0 ? 0 : s > 1 ? 1 : s;
		}

		//contrast enhancement with highlight compression
		function adj(a, tx, ty, maxC) {
			var ar = clip(a / maxC, 0, 1);
			return ar * (ar * (tx / maxC + ty - 1) - ty) / (ar * (2 * tx / maxC - 1) - tx / maxC);
		}

		const sRGB = (c) => c <= 0.0031308 ? (12.92 * c) : (1.055 * Math.pow(c, 0.41666666666) - 0.055);


            const layer = new GeoRasterLayer({
                attribution: "Contains modified Copernicus Sentinel data 2024, (c) Openstreetmap contributors provided by ASIT",
                debugLevel: 0,
                georaster,
                resolution: 256,
				opacity:1,
                resampleMethod: "nearest",
                pixelValuesToColorFn: values => {
                    // Check if any of the bands have a value of 9999 or 0
                    if (values.some(value => value === 9999 )) {
					//if (values.some(value => value === 9999 || value === 0)) {
                        // If any band has a value of 9999 or 0, return transparent color
                        return 'rgba(0, 0, 0, 0)'; // Transparent color
                    } else {
                        // Apply min-max normalization to each band
						const r = Math.round(evaluatePixel(values[0]/10000, values[1]/10000, values[2]/10000)[0] * 255);
						const g = Math.round(evaluatePixel(values[0]/10000, values[1]/10000, values[2]/10000)[1] * 255);
						const b = Math.round(evaluatePixel(values[0]/10000, values[1]/10000, values[2]/10000)[2] * 255);


                        // Return RGB color
                        return `rgba(${r},${g},${b},1)`;
                    }
                }
            });

            layer.addTo(map);
            map.fitBounds(layer.getBounds());
        });
    } else {
	console.log("This is RGB data");
	 // Parse the GeoTIFF data
        parseGeoraster(url_to_geotiff_file).then(function (georaster) {
            console.log("georaster:", georaster);
			const layer = new GeoRasterLayer({
				attribution: "Contains user data, (c) Openstreetmap contributors provided by ASIT",
				debugLevel: 0,
				georaster,
				resolution: 256,
				opacity: 1,
				
			});
			layer.addTo(map);
            map.fitBounds(layer.getBounds());
	    });
	};
	
    // Prompt user for GeoTIFF URL if none is provided
    if (!url_to_geotiff_file) {
        const defaultGeoTIFFURL = "https://data.geo.admin.ch/ch.swisstopo.swisseo_s2-sr_v100/2024-02-23t103031/ch.swisstopo.swisseo_s2-sr_v100_mosaic_2024-02-23t103031_bands-10m.tif";
        const userGeoTIFFURL = prompt("Please enter the URL for the RGB GeoTIFF file (EPSG:2056):", defaultGeoTIFFURL);
        if (userGeoTIFFURL) {
            const parser = new URL(window.location);
            parser.searchParams.set("url", userGeoTIFFURL);
            window.location = parser.href;
        } else {
            document.getElementById("map").innerHTML = "<h3>No GeoTIFF URL provided</h3>";
        }
}

</script>
</body>

The text was updated successfully, but these errors were encountered:

jfoclpf · 2024-04-09T15:31:53Z

How do you expect the front-end will render 4GB of raster data? The data needs to be downloaded and processed by the browser.

You should divide that in small GeoTIFF tiles or reduce resolution

davidoesch · 2024-05-03T09:38:13Z

Nope the data needs not to be downloaded as a whole : only partial ( 204) since it is cogtif and cloudnative

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endering Performance CloudOptimizedGeotiff Band calculation ( Question rather than a feature request) #142

endering Performance CloudOptimizedGeotiff Band calculation ( Question rather than a feature request) #142

davidoesch commented Mar 21, 2024

jfoclpf commented Apr 9, 2024

davidoesch commented May 3, 2024

endering Performance CloudOptimizedGeotiff Band calculation ( Question rather than a feature request) #142

endering Performance CloudOptimizedGeotiff Band calculation ( Question rather than a feature request) #142

Comments

davidoesch commented Mar 21, 2024

jfoclpf commented Apr 9, 2024

davidoesch commented May 3, 2024