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May 15, 2020 13:52
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Example how to project geojson file from polar (EPSG:4326 or WGS84) coordinate system to mercator (EPSG:3857) and vise versa (original article: https://rapkin.com.ua/python/geojson-projection/)
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import json | |
import codecs | |
import pyproj | |
import numbers | |
# Define projections | |
polar = pyproj.Proj(init='epsg:4326') | |
mercator = pyproj.Proj(init='epsg:3857') | |
def project_coords(coords, from_proj, to_proj): | |
if len(coords) < 1: | |
return [] | |
if isinstance(coords[0], numbers.Number): | |
from_x, from_y = coords | |
to_x, to_y = pyproj.transform(from_proj, to_proj, from_x, from_y) | |
return [to_x, to_y] | |
new_coords = [] | |
for coord in coords: | |
new_coords.append(project_coords(coord, from_proj, to_proj)) | |
return new_coords | |
def project_feature(feature, from_proj, to_proj): | |
if not 'geometry' in feature or not 'coordinates' in feature['geometry']: | |
print('Failed project feature', feature) | |
return None | |
new_coordinates = project_coords(feature['geometry']['coordinates'], from_proj, to_proj) | |
feature['geometry']['coordinates'] = new_coordinates | |
return feature | |
def read_data(geom_file): | |
with open(geom_file, encoding='utf-8') as data: | |
data = json.load(data) | |
return data | |
def save_data(data, geom_file): | |
json_data = json.dumps(data, indent=2) | |
f = codecs.open(geom_file, "w") | |
f.write(json_data) | |
f.close() | |
def project_geojson_file(in_file, out_file, from_proj, to_proj): | |
data = read_data(in_file) | |
projected_features = [] | |
for feature in data['features']: | |
projected_features.append(project_feature(feature, from_proj, to_proj)) | |
data['features'] = projected_features | |
save_data(data, out_file) | |
def project_file_to_polar(in_file, out_file): | |
project_geojson_file(in_file, out_file, from_proj=mercator, to_proj=polar) | |
def project_file_to_mercator(in_file, out_file): | |
project_geojson_file(in_file, out_file, from_proj=polar, to_proj=mercator) | |
# Project geojson file from mercator to polar | |
project_file_to_polar('example-mercator.geojson', 'example-polar.geojson') | |
# And from polar to mercator | |
project_file_to_mercator('example-polar.geojson', 'example-mercator.geojson') | |
# Or any other projection you want | |
project_geojson_file('example-epsg-6069.geojson', 'example-polar.geojson', | |
from_proj=pyproj.Proj(init='epsg:6069'), to_proj=polar) |
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