Created
September 11, 2015 04:05
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simplify points in geojson file using opencv implementation of Douglas–Peucker : https://en.wikipedia.org/wiki/Ramer%E2%80%93Douglas%E2%80%93Peucker_algorithm
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import cv2, numpy as np, json, sys | |
def simplify(data): | |
d = np.array(data).astype(np.float32) | |
if d.size > 3: | |
simple = cv2.approxPolyDP(d, thresh, False).tolist() | |
data = [[round(n, 6), round(p, 6)] for n,p in np.reshape(simple, [-1, 2]).tolist()] | |
else: | |
print "not reducing {}".format(d) | |
print "reduced {} to {}".format(len(d), len(data)) | |
return data | |
if __name__ == '__main__': | |
thresh = float(sys.argv[1]) | |
with open(sys.argv[2]) as f: | |
data = json.load(f) | |
for feature in data['features']: | |
geo = feature['geometry'] | |
if geo['type'] in ['LineString', 'Polygon']: | |
geo['coordinates'] = simplify(geo['coordinates']) | |
elif geo['type'] in ['MultiLineString', 'MultiPolygon']: | |
for indx, line in enumerate(geo['coordinates']): | |
geo['coordinates'][indx] = simplify(line) | |
elif geo['type'] == 'GeometryCollection': | |
print "Reducing Geometry inside GeometryCollection is not supported" | |
else: | |
print "Unknown geometry: {}".format(geo['type']) | |
with open(sys.argv[3], 'w') as output_file: | |
output_file.write(json.dumps(data)) |
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