def save_polygons(poly, output_folder, fname, meta=None):
driver = ogr.GetDriverByName('Esri Shapefile')
ds = driver.CreateDataSource(output_folder + '{}.shp'.format(fname))
srs = osr.SpatialReference()
srs.ImportFromEPSG(4326)
layer = ds.CreateLayer('', srs, ogr.wkbMultiPolygon)
# Add one attribute
layer.CreateField(ogr.FieldDefn('id', ogr.OFTInteger))
defn = layer.GetLayerDefn()
## If there are multiple geometries, put the "for" loop here
# Create a new feature (attribute and geometry)
feat = ogr.Feature(defn)
feat.SetField('id', 123)
# Make a geometry, from Shapely object
geom = ogr.CreateGeometryFromWkb(poly.wkb)
feat.SetGeometry(geom)
layer.CreateFeature(feat)
feat = geom = None # destroy these
# Save and close everything
ds = layer = feat = geom = None
def write_shapefile(self, cells, out_shp, data=False):
driver = ogr.GetDriverByName('Esri Shapefile')
ds = driver.CreateDataSource(out_shp)
layer = ds.CreateLayer('', None, ogr.wkbPolygon)
layer.CreateField(ogr.FieldDefn('id', ogr.OFTString))
if data:
layer.CreateField(ogr.FieldDefn('data', ogr.OFSTJSON))
defn = layer.GetLayerDefn()
for cell in cells:
feat = ogr.Feature(defn)
feat.SetField('id', cell['id'])
geom = ogr.CreateGeometryFromWkt(cell['cell_poly'])
feat.SetGeometry(geom)
if data:
if cell['id'] in cell['data']:
feat.SetField('data', json.dumps(cell['data'][cell['id']]))
else:
feat.SetField('data', json.dumps(cell['data']))
layer.CreateFeature(feat)
feat = geom = None # destroy these
ds = layer = feat = geom = None
def addBuffer(file,size, new_file):
fgc_shp = ogr.Open(file)
layer = fgc_shp.GetLayer()
driver=ogr.GetDriverByName('ESRI Shapefile')
ds=driver.CreateDataSource(new_file)
out_lyr=ds.CreateLayer('temp', layer.GetSpatialRef(), ogr.wkbPolygon)
out_lyr = createFieldsFrom(layer, out_lyr)
for feature in layer:
geom = feature.GetGeometryRef()
if geom != None:
new_feat = ogr.Feature(out_lyr.GetLayerDefn())
new_feat.SetFrom(feature)
new_feat.SetGeometry(geom.Buffer(size))
out_lyr.CreateFeature(new_feat)
# else:
#out_lyr.CreateFeature(feature)
new_feat = None
geom = None
out_lyr= None
ds=None
driver = None
layer = None
fgc_shp = None
def extent_polygon(file,out):
fgc_shp = ogr.Open(file)
lyr = fgc_shp.GetLayer()
extent = lyr.GetExtent()
ring = ogr.Geometry(ogr.wkbLinearRing)
ring.AddPoint(extent[0], extent[2])
ring.AddPoint(extent[1], extent[2])
ring.AddPoint(extent[1], extent[3])
ring.AddPoint(extent[0], extent[3])
ring.AddPoint(extent[0], extent[2])
poly = ogr.Geometry(ogr.wkbPolygon)
poly.AddGeometry(ring)
driver=ogr.GetDriverByName('ESRI Shapefile')
ds=driver.CreateDataSource(out)
extent_lyr = ds.CreateLayer('temp', lyr.GetSpatialRef(), ogr.wkbMultiPolygon )
new_feat = ogr.Feature(extent_lyr.GetLayerDefn())
new_feat.SetGeometry(poly)
extent_lyr.CreateFeature(new_feat)
extent_lyr = None
ds = None
driver = None
new_feat = None
lyr = None
fgc_shp = None
def merge_files(f1, f2, out):
print("Merging files...")
try:
fgc_shp = ogr.Open(f1)
lyr1 = fgc_shp.GetLayer()
fgc_shp2 = ogr.Open(f2)
lyr2 = fgc_shp2.GetLayer()
driver=ogr.GetDriverByName('ESRI Shapefile')
ds=driver.CreateDataSource(out)
merge_lyr = ds.CreateLayer('temp', lyr2.GetSpatialRef(), ogr.wkbMultiPolygon )
# diff_lyr = createFieldsFrom(lyr2, diff_lyr)
print(" First file uninon..")
union1 = ogr.Geometry(ogr.wkbMultiPolygon)
for feat1 in lyr1:
geom1 = feat1.GetGeometryRef()
if geom1 != None:
union1 = union1.Union(geom1)
geom1 = None
print(" Second file uninon..")
union2 = ogr.Geometry(ogr.wkbMultiPolygon)
for feat2 in lyr2:
geom2 = feat2.GetGeometryRef()
if geom2 != None:
union2 = union2.Union(geom2)
geom2 = None
union1 = union1.Buffer(0)
union2 = union2.Buffer(0)
print(" Final uninon..")
merge = union1.Union(union2)
new_feat = ogr.Feature(merge_lyr.GetLayerDefn())
new_feat.SetGeometry(merge)
merge_lyr.CreateFeature(new_feat)
except:
print("exception thrown!")
traceback.print_exc()
new_feat= None
union1 = None
union2 = None
diff_lyr = None
fgc_shp = None
fgc_shp2 = None
ds = None
lyr1 = None
lyr2 = None
def test_concav(file,out):
points_by_id = get_points_from_geomety(file)
fgc_shp = ogr.Open(file)
lyr = fgc_shp.GetLayer()
driver=ogr.GetDriverByName('ESRI Shapefile')
ds1=driver.CreateDataSource(out)
concave_lyr=ds1.CreateLayer('temp', lyr.GetSpatialRef(), ogr.wkbPolygon)
concave_lyr = createFieldsFrom(lyr,concave_lyr)
print("starting concave")
ps = np.array([ ( points_by_id.iloc[xi,0] , np.array(points_by_id.iloc[xi,1]) ) for xi in range(0,points_by_id.shape[0]) ], dtype=object)
#Processar em várias threads
pool = multiprocessing.Pool(processes=multiprocessing.cpu_count())
res = pool.map( temp,ps )
print("End of concave calculations.")
print("Saving to file")
res = np.asarray(res,dtype=object)
for i in range(0, res.shape[0]):
try:
fgc_id = res[i][0]
hull = res[i][1]
new_ring = ogr.Geometry(ogr.wkbLinearRing)
hull = np.asarray(hull)
for i in range(0, hull.shape[0]):
new_ring.AddPoint(hull[i,0], hull[i,1])
poly = ogr.Geometry(ogr.wkbPolygon)
poly.AddGeometry(new_ring)
new_feat = ogr.Feature(concave_lyr.GetLayerDefn())
new_feat.SetField("ID_SEQ",fgc_id)
new_feat.SetGeometry(poly)
concave_lyr.CreateFeature(new_feat)
new_feat = None
except:
print("exception thrown!")
traceback.print_exc()
break
def remove_biggest_polygon(f1, area, out):
print("Removing biggest polygon")
fgc_shp = ogr.Open(f1)
lyr = fgc_shp.GetLayer()
driver=ogr.GetDriverByName('ESRI Shapefile')
ds=driver.CreateDataSource(out)
holes_lyr = ds.CreateLayer('temp', lyr.GetSpatialRef(), ogr.wkbMultiPolygon )
max_area = 0.0
max_index = 0
for feature in lyr:
geom = feature.GetGeometryRef()
print(geom.GetGeometryCount())
for j in range(0,geom.GetGeometryCount() ):
ring = geom.GetGeometryRef(j)
area = ring.GetArea()
print(area)
if area> max_area:
max_index = j
max_area = area
lyr =None
fgc_shp = None
# print("max= ", max_index)
fgc_shp2 = ogr.Open(f1)
lyr2 = fgc_shp2.GetLayer()
for feature in lyr2:
geom = feature.GetGeometryRef()
for j in range(0,geom.GetGeometryCount()):
ring = geom.GetGeometryRef(j)
if j != max_index:
new_feat = ogr.Feature(holes_lyr.GetLayerDefn())
new_feat.SetGeometry(ring.Buffer(0))
holes_lyr.CreateFeature(new_feat)
new_feat = None
# print(ring.GetArea())
holes_lyr = None
ds=None
lyr =None
fgc_shp = None
def get_datasource_from_bbox(bbox: BBOX, output_dir: str) -> None:
driver = ogr.GetDriverByName("GPKG")
gpkg_path = os.path.join(output_dir, BBOX_GPKG_NAME)
datasource = driver.Open(gpkg_path)
if not datasource:
datasource = driver.CreateDataSource(gpkg_path)
layer = datasource.GetLayerByName(BBOX_LAYER_NAME)
srs = osr.SpatialReference()
srs.SetFromUserInput(bbox.crs_code)
if not layer:
layer = datasource.CreateLayer(BBOX_LAYER_NAME, srs, ogr.wkbPolygon)
if layer.GetFeatureCount() == 0:
geometry = ogr.CreateGeometryFromWkt(bbox.get_wkt())
feature_defn = layer.GetLayerDefn()
feature = ogr.Feature(feature_defn)
feature.SetGeometry(geometry)
layer.CreateFeature(feature)
feature = None
layer, datasource = None, None
return gpkg_path
def record_run(result_dir: str, bbox: BBOX) -> None:
gpkg_path = _get_gpkg_path(result_dir)
gpkg_datasource = GPKG_DRIVER.Open(gpkg_path, 1)
if not gpkg_datasource:
gpkg_datasource = GPKG_DRIVER.CreateDataSource(gpkg_path)
cumulative_layer = gpkg_datasource.GetLayerByName(LAYER_NAME)
if not cumulative_layer:
srs = osr.SpatialReference()
srs.SetFromUserInput("CRS:84")
cumulative_layer = gpkg_datasource.CreateLayer(LAYER_NAME, srs,
ogr.wkbPolygon)
geometry = ogr.CreateGeometryFromWkt(bbox.get_wkt())
feature_defn = cumulative_layer.GetLayerDefn()
feature = ogr.Feature(feature_defn)
feature.SetGeometryDirectly(geometry)
cumulative_layer.CreateFeature(feature)
kml_path = os.path.join(result_dir, "coverage.kml")
if os.path.exists(kml_path):
os.remove(kml_path)
kml_driver = ogr.GetDriverByName("KML")
kml_datasource = kml_driver.CreateDataSource(kml_path)
kml_datasource.CopyLayer(cumulative_layer, "areas")
geojson_path = os.path.join(result_dir, "coverage.geojson")
if os.path.exists(geojson_path):
os.remove(geojson_path)
geojson_driver = ogr.GetDriverByName("GeoJSON")
geojson_datasource = geojson_driver.CreateDataSource(geojson_path)
geojson_datasource.CopyLayer(cumulative_layer, "areas")
cumulative_layer, gpkg_datasource, kml_datasource, geojson_datasource = (
None,
None,
None,
None,
)
# create the layer
layer = data_source.CreateLayer(csvname + "_Aggregations", srs, ogr.wkbPoint)
# Add the fields we're interested in
field_name = ogr.FieldDefn("Name", ogr.OFTString)
field_name.SetWidth(24)
layer.CreateField(field_name)
layer.CreateField(ogr.FieldDefn("Latitude", ogr.OFTReal))
layer.CreateField(ogr.FieldDefn("Longitude", ogr.OFTReal))
with open(csvfile, 'r') as csvf:
reader = csv.DictReader(csvf)
# Process the text file and add the attributes and features to the shapefile
for row in reader:
# create the feature
feature = ogr.Feature(layer.GetLayerDefn())
# Set the attributes using the values from the delimited text file
feature.SetField("Name", row['geohash'])
feature.SetField("Latitude", row['c_y'])
feature.SetField("Longitude", row['c_x'])
# create the WKT for the feature using Python string formatting
wkt = "POINT(%f %f)" % (float(row['Longitude']), float(
row['Latitude']))
# Create the point from the Well Known Txt
point = ogr.CreateGeometryFromWkt(wkt)
# Set the feature geometry using the point
feature.SetGeometry(point)
# Create the feature in the layer (shapefile)
def _tiger_to_tract(self, infile):
""" Converts collection of Census Tiger files into a geopandas.GeoDataFrame of census tracts
Modified from original at
https://svn.osgeo.org/gdal/tags/1.4.3/gdal/pymod/samples/tigerpoly.py
"""
class Module(object):
def __init__(mod):
mod.lines = {}
mod.poly_line_links = {}
outfile = 'tracts.shp'
# Open the datasource to operate on.
ds = ogr.Open(infile, update=0)
poly_layer = ds.GetLayerByName('Polygon')
# Create output file for the composed polygons.
nad83 = osr.SpatialReference()
nad83.SetFromUserInput('NAD83')
shp_driver = ogr.GetDriverByName('ESRI Shapefile')
shp_driver.DeleteDataSource(outfile)
shp_ds = shp_driver.CreateDataSource(outfile)
shp_layer = shp_ds.CreateLayer(
'out', geom_type=ogr.wkbPolygon, srs=nad83)
src_defn = poly_layer.GetLayerDefn()
poly_field_count = src_defn.GetFieldCount()
for fld_index in range(poly_field_count):
src_fd = src_defn.GetFieldDefn(fld_index)
fd = ogr.FieldDefn(src_fd.GetName(), src_fd.GetType())
fd.SetWidth(src_fd.GetWidth())
fd.SetPrecision(src_fd.GetPrecision())
shp_layer.CreateField(fd)
# Read all features in the line layer, holding just the geometry in a hash
# for fast lookup by TLID.
line_layer = ds.GetLayerByName('CompleteChain')
line_count = 0
modules_hash = {}
feat = line_layer.GetNextFeature()
geom_id_field = feat.GetFieldIndex('TLID')
tile_ref_field = feat.GetFieldIndex('MODULE')
while feat is not None:
geom_id = feat.GetField(geom_id_field)
tile_ref = feat.GetField(tile_ref_field)
try:
module = modules_hash[tile_ref]
except:
module = Module()
modules_hash[tile_ref] = module
module.lines[geom_id] = feat.GetGeometryRef().Clone()
line_count = line_count + 1
feat.Destroy()
feat = line_layer.GetNextFeature()
# Read all polygon/chain links and build a hash keyed by POLY_ID listing
# the chains (by TLID) attached to it.
link_layer = ds.GetLayerByName('PolyChainLink')
feat = link_layer.GetNextFeature()
geom_id_field = feat.GetFieldIndex('TLID')
tile_ref_field = feat.GetFieldIndex('MODULE')
lpoly_field = feat.GetFieldIndex('POLYIDL')
rpoly_field = feat.GetFieldIndex('POLYIDR')
link_count = 0
while feat is not None:
module = modules_hash[feat.GetField(tile_ref_field)]
tlid = feat.GetField(geom_id_field)
lpoly_id = feat.GetField(lpoly_field)
rpoly_id = feat.GetField(rpoly_field)
if lpoly_id == rpoly_id:
feat.Destroy()
feat = link_layer.GetNextFeature()
continue
try:
module.poly_line_links[lpoly_id].append(tlid)
except:
module.poly_line_links[lpoly_id] = [tlid]
try:
module.poly_line_links[rpoly_id].append(tlid)
except:
module.poly_line_links[rpoly_id] = [tlid]
link_count = link_count + 1
feat.Destroy()
feat = link_layer.GetNextFeature()
# Process all polygon features.
feat = poly_layer.GetNextFeature()
tile_ref_field = feat.GetFieldIndex('MODULE')
polyid_field = feat.GetFieldIndex('POLYID')
degenerate_count = 0
while feat is not None:
module = modules_hash[feat.GetField(tile_ref_field)]
polyid = feat.GetField(polyid_field)
tlid_list = module.poly_line_links[polyid]
link_coll = ogr.Geometry(type=ogr.wkbGeometryCollection)
for tlid in tlid_list:
geom = module.lines[tlid]
link_coll.AddGeometry(geom)
try:
poly = ogr.BuildPolygonFromEdges(link_coll)
if poly.GetGeometryRef(0).GetPointCount() < 4:
degenerate_count = degenerate_count + 1
poly.Destroy()
feat.Destroy()
feat = poly_layer.GetNextFeature()
continue
feat2 = ogr.Feature(feature_def=shp_layer.GetLayerDefn())
for fld_index in range(poly_field_count):
feat2.SetField(fld_index, feat.GetField(fld_index))
feat2.SetGeometryDirectly(poly)
shp_layer.CreateFeature(feat2)
feat2.Destroy()
except:
warn('BuildPolygonFromEdges failed.')
feat.Destroy()
feat = poly_layer.GetNextFeature()
if degenerate_count:
warn('Discarded %d degenerate polygons.' % degenerate_count)
# Cleanup
shp_ds.Destroy()
shp_ds = None
ds.Destroy()
ds = None
# build a fully-qualified fips code and dissolve on it to create tract geographies
gdf = gpd.read_file(outfile)
if "CTBNA90" in gdf.columns:
gdf = gdf.rename(columns={"CTBNA90": 'TRACT', "BLK90": "BLOCK"})
gdf['STATE'] = gdf['STATE'].astype(str).str.rjust(2, "0")
gdf['COUNTY'] = gdf['COUNTY'].astype(str).str.rjust(3, "0")
gdf['TRACT'] = gdf['TRACT'].astype(str).str.rjust(6, "0")
gdf['BLOCK'] = gdf['BLOCK'].astype(str).str.rjust(4, "0")
gdf['fips'] = gdf.STATE + gdf.COUNTY + gdf.TRACT
if self.geom == 'block':
gdf['fips'] += gdf.BLOCK
gdf = gdf.dropna(subset=['fips'])
gdf.geometry = gdf.buffer(0)
gdf = gdf.dissolve(by='fips')
gdf.reset_index(inplace=True)
shp_driver.DeleteDataSource(outfile)
return gdf
def difference(f1, f2, out):
try:
print("Difference between:")
print(" ",f1)
print(" ",f2)
fgc_shp = ogr.Open(f1)
lyr1 = fgc_shp.GetLayer()
fgc_shp2 = ogr.Open(f2)
lyr2 = fgc_shp2.GetLayer()
driver=ogr.GetDriverByName('ESRI Shapefile')
ds=driver.CreateDataSource(out)
diff_lyr = ds.CreateLayer('temp', lyr2.GetSpatialRef(), ogr.wkbMultiPolygon )
# diff_lyr = createFieldsFrom(lyr2, diff_lyr)
union1 = ogr.Geometry(ogr.wkbMultiPolygon)
for feat1 in lyr1:
geom1 = feat1.GetGeometryRef()
if geom1 != None:
union1 = union1.Union(geom1)
geom1 = None
union2 = ogr.Geometry(ogr.wkbMultiPolygon)
for feat2 in lyr2:
geom2 = feat2.GetGeometryRef()
if geom2 != None:
union2 = union2.Union(geom2)
geom2 = None
union1 = union1.Buffer(0)
union2 = union2.Buffer(0)
print(union1.GetGeometryCount())
diff = union1.Difference(union2)
new_feat = ogr.Feature(diff_lyr.GetLayerDefn())
new_feat.SetGeometry(diff)
diff_lyr.CreateFeature(new_feat)
# union1 = ogr.Geometry(ogr.wkbMultiPolygon)
# for feat1 in lyr1:
# geom1 = feat1.GetGeometryRef()
# fgc_shp2 = ogr.Open(f2)
# lyr2 = fgc_shp2.GetLayer()
# for feat2 in lyr2:
# geom2 = feat2.GetGeometryRef()
# if geom1 != None and geom2 != None:
## if geom2.Intersects(geom1) or geom2.Within(geom1) or geom2.Overlaps(geom1) or geom2.Crosses(geom1):
# diff = geom1.SymmetricDifference(geom2)
# if diff != None:
# union1.AddGeometry(diff)
## new_feat = ogr.Feature(diff_lyr.GetLayerDefn())
## new_feat.SetGeometry(diff)
## diff_lyr.CreateFeature(new_feat)
#
# geom2 = None
# new_feat = None
# diff=None
#
# geom1 = None
# new_feat = ogr.Feature(diff_lyr.GetLayerDefn())
# new_feat.SetGeometry(union1)
# diff_lyr.CreateFeature(new_feat)
except:
print("exception thrown!")
traceback.print_exc()
new_feat= None
union1 = None
union2 = None
diff_lyr = None
fgc_shp = None
fgc_shp2 = None
ds = None
lyr1 = None
lyr2 = None
utils.create_feature_field([layer, layer_r, layer_c, layer_gjc], "name",
ogr.OFTString)
utils.create_feature_field([layer, layer_r, layer_c, layer_gjc], "key",
ogr.OFTString)
utils.create_feature_field([layer, layer_r, layer_c, layer_gjc], "area",
ogr.OFTReal)
utils.create_feature_field([layer, layer_r, layer_c], "totalArea", ogr.OFTReal)
utils.create_feature_field([layer, layer_r, layer_c], "totalCount",
ogr.OFTInteger)
total_area = 0.0
for i, p in enumerate(mult_p):
# new feature for object
feature = ogr.Feature(layer.GetLayerDefn())
# new feature for rect object centroid
feature_c = ogr.Feature(layer_c.GetLayerDefn())
# new feature for mapbox object centroid
feature_gjc = ogr.Feature(layer_gjc.GetLayerDefn())
# create geometry from polygon
geom_poly = ogr.CreateGeometryFromWkb(p.wkb)
# transform geometry from source_srs to target_srs
geom_poly.Transform(transform)
# set the feature geometry and attributes
feature.SetGeometry(geom_poly)
feature_c.SetGeometry(geom_poly.Centroid())
feature_gjc.SetGeometry(ogr.CreateGeometryFromWkb(p.wkb).Centroid())
utils.set_feature_field([feature, feature_c, feature_gjc], "name",