Rapid polygon merging with JavaScript

I have a large geoJSON file containing polygons and multi-polygons, totaling 2.5 MB in size.

My goal is to merge all these shapes to display them on a map within a web browser environment.

In my Python workflow, I am using shapely.ops.unary_union which processes the operation in less than a second.

However, when attempting the same task in JavaScript with turf.union (see documentation), it takes nearly a minute to complete with the identical file...

Are there any methods to achieve rapid polygon unions in JavaScript without resorting to server-side processing?

Python code:

from shapely.ops import unary_union
from shapely.geometry import shape
geoJSON=json.load(open(filename,'rb'))
shapes=[]
for feature in geoJSON['features']:
    shapes.append(shape(feature['geometry']))
union = unary_union(shapes)

Javascript code:

function union(geojson){
    features = geojson.features
    union = turf.union(...features)
}

Answer №1

Although this may not be the ideal solution, it was discovered to be quicker than processing all features simultaneously

combineFeatures = features.reduce((accCombine,feature,index)=>index?turf.union(accCombine,feature):feature,null);

Answer №2

For a lightning-fast solution in merging polygons on the client side, consider developing a polygon-union algorithm using Rust or C++ and compiling it to WebAssembly.

Once you have the .wasm file ready, simply import it into your Javascript code and enjoy the performance boost from WebAssembly.

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