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# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import os
import os.path as osp
import argparse
import numpy as np
from PIL import Image
try:
from osgeo import gdal, ogr, osr
except ImportError:
import gdal
import ogr
import osr
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from utils import Raster, save_geotiff, time_it
def _mask2tif(mask_path, tmp_path, proj, geot):
dst_ds = save_geotiff(
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np.asarray(Image.open(mask_path)), tmp_path, proj, geot,
gdal.GDT_UInt16, False)
return dst_ds
def _polygonize_raster(mask_path, vec_save_path, proj, geot, ignore_index, ext):
if proj is None or geot is None:
tmp_path = None
ds = gdal.Open(mask_path)
else:
tmp_path = vec_save_path.replace("." + ext, ".tif")
ds = _mask2tif(mask_path, tmp_path, proj, geot)
srcband = ds.GetRasterBand(1)
maskband = srcband.GetMaskBand()
gdal.SetConfigOption("GDAL_FILENAME_IS_UTF8", "YES")
gdal.SetConfigOption("SHAPE_ENCODING", "UTF-8")
ogr.RegisterAll()
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drv = ogr.GetDriverByName("ESRI Shapefile" if ext == "shp" else "GeoJSON")
if osp.exists(vec_save_path):
os.remove(vec_save_path)
dst_ds = drv.CreateDataSource(vec_save_path)
prosrs = osr.SpatialReference(wkt=ds.GetProjection())
dst_layer = dst_ds.CreateLayer(
"POLYGON", geom_type=ogr.wkbPolygon, srs=prosrs)
dst_fieldname = "CLAS"
fd = ogr.FieldDefn(dst_fieldname, ogr.OFTInteger)
dst_layer.CreateField(fd)
gdal.Polygonize(srcband, maskband, dst_layer, 0, [])
# TODO: temporary: delete ignored values
dst_ds.Destroy()
ds = None
vec_ds = drv.Open(vec_save_path, 1)
lyr = vec_ds.GetLayer()
lyr.SetAttributeFilter("{} = '{}'".format(dst_fieldname, str(ignore_index)))
for holes in lyr:
lyr.DeleteFeature(holes.GetFID())
vec_ds.Destroy()
if tmp_path is not None:
os.remove(tmp_path)
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@time_it
def raster2vector(srcimg_path, mask_path, save_path, ignore_index=255):
vec_ext = save_path.split(".")[-1].lower()
if vec_ext not in ["json", "geojson", "shp"]:
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raise ValueError(
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"The extension of `save_path` must be 'json/geojson' or 'shp', not {}.".
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format(vec_ext))
ras_ext = srcimg_path.split(".")[-1].lower()
if osp.exists(srcimg_path) and ras_ext in ["tif", "tiff", "geotiff", "img"]:
src = Raster(srcimg_path)
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_polygonize_raster(mask_path, save_path, src.proj, src.geot,
ignore_index, vec_ext)
src = None
else:
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_polygonize_raster(mask_path, save_path, None, None, ignore_index,
vec_ext)
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parser = argparse.ArgumentParser()
parser.add_argument("--mask_path", type=str, required=True, \
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help="Path of mask data.")
parser.add_argument("--save_path", type=str, required=True, \
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help="Path to save the shape file (the extension is .json/geojson or .shp).")
parser.add_argument("--srcimg_path", type=str, default="", \
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help="Path of original data with geoinfo. Default to empty.")
parser.add_argument("--ignore_index", type=int, default=255, \
help="The ignored index will not be converted to a value in the shape file. Default value is 255.")
if __name__ == "__main__":
args = parser.parse_args()
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raster2vector(args.srcimg_path, args.mask_path, args.save_path,
args.ignore_index)