def feat_to_pnt(inShp, outPnt, epsg=None):
"""
Get Centroid from each line in a PolyLine Feature Class
"""
import os
from osgeo import ogr
from gasp.prop.ff import drv_name
from gasp.mng.fld import ogr_copy_fields
from gasp.mng.fld import lst_fld
# TODO: check if geometry is correct
# Open data
polyData = ogr.GetDriverByName(drv_name(outPnt)).Open(inShp)
polyLyr = polyData.GetLayer()
# Get SRS for the output
if not epsg:
from gasp.prop.feat import get_shp_sref
srs = get_shp_sref(polyLyr)
else:
from gasp.prop.prj import get_sref_from_epsg
srs = get_sref_from_epsg(epsg)
# Create output
pntData = ogr.GetDriverByName(drv_name(outPnt)).CreateDataSource(outPnt)
pntLyr = pntData.CreateLayer(os.path.splitext(os.path.basename(outPnt))[0],
srs,
geom_type=ogr.wkbPoint)
# Copy fields from input to output
fields = lst_fld(polyLyr)
ogr_copy_fields(polyLyr, pntLyr)
pntLyrDefn = pntLyr.GetLayerDefn()
for feat in polyLyr:
geom = feat.GetGeometryRef()
pnt = geom.Centroid()
new_feat = ogr.Feature(pntLyrDefn)
new_feat.SetGeometry(pnt)
for fld in fields:
new_feat.SetField(fld, feat.GetField(fld))
pntLyr.CreateFeature(new_feat)
new_feat.Destroy()
del pntLyr
del polyLyr
pntData.Destroy()
polyData.Destroy()
return outPnt
def shpextent_to_boundary(inShp, outShp, epsg=None):
"""
Read one feature class extent and create a boundary with that
extent
The outFile could be a Feature Class or one Raster Dataset
"""
import os
from gasp.oss import get_filename
from gasp.to.geom import create_point
from gasp.prop.ext import get_extent
extent = get_extent(inShp, gisApi='ogr')
# Create points of the new boundary based on the extent
boundary_points = [
create_point(extent[0], extent[3], api='ogr'),
create_point(extent[1], extent[3], api='ogr'),
create_point(extent[1], extent[2], api='ogr'),
create_point(extent[0], extent[2], api='ogr'),
create_point(extent[0], extent[3], api='ogr')
]
# Get SRS for the output
if not epsg:
from gasp.prop.feat import get_shp_sref
srs = get_shp_sref(inShp)
else:
from gasp.prop.prj import get_sref_from_epsg
srs = get_sref_from_epsg(epsg)
# Write new file
shp = ogr.GetDriverByName(drv_name(outShp)).CreateDataSource(outShp)
lyr = shp.CreateLayer(get_filename(outShp, forceLower=True),
srs,
geom_type=ogr.wkbPolygon)
outDefn = lyr.GetLayerDefn()
feat = ogr.Feature(outDefn)
ring = ogr.Geometry(ogr.wkbLinearRing)
for pnt in boundary_points:
ring.AddPoint(pnt.GetX(), pnt.GetY())
polygon = ogr.Geometry(ogr.wkbPolygon)
polygon.AddGeometry(ring)
feat.SetGeometry(polygon)
lyr.CreateFeature(feat)
feat.Destroy()
shp.Destroy()
return outShp
def shp_to_raster(shp,
inSource,
cellsize,
nodata,
outRaster,
epsg=None,
rst_template=None,
api='gdal',
snap=None):
"""
Feature Class to Raster
cellsize will be ignored if rst_template is defined
* API's Available:
- gdal;
- arcpy;
- pygrass;
- grass;
"""
if api == 'gdal':
from osgeo import gdal, ogr
from gasp.prop.ff import drv_name
if not epsg:
from gasp.prop.feat import get_shp_sref
srs = get_shp_sref(shp).ExportToWkt()
else:
from gasp.prop.prj import epsg_to_wkt
srs = epsg_to_wkt(epsg)
# Get Extent
dtShp = ogr.GetDriverByName(drv_name(shp)).Open(shp, 0)
lyr = dtShp.GetLayer()
if not rst_template:
x_min, x_max, y_min, y_max = lyr.GetExtent()
x_res = int((x_max - x_min) / cellsize)
y_res = int((y_max - y_min) / cellsize)
else:
from gasp.fm.rst import rst_to_array
img_temp = gdal.Open(rst_template)
geo_transform = img_temp.GetGeoTransform()
y_res, x_res = rst_to_array(rst_template).shape
# Create output
dtRst = gdal.GetDriverByName(drv_name(outRaster)).Create(
outRaster, x_res, y_res, gdal.GDT_Byte)
if not rst_template:
dtRst.SetGeoTransform((x_min, cellsize, 0, y_max, 0, -cellsize))
else:
dtRst.SetGeoTransform(geo_transform)
dtRst.SetProjection(srs)
bnd = dtRst.GetRasterBand(1)
bnd.SetNoDataValue(nodata)
gdal.RasterizeLayer(dtRst, [1], lyr, burn_values=[1])
del lyr
dtShp.Destroy()
elif api == 'arcpy':
import arcpy
if rst_template:
tempEnvironment0 = arcpy.env.extent
arcpy.env.extent = template
if snap:
tempSnap = arcpy.env.snapRaster
arcpy.env.snapRaster = snap
obj_describe = arcpy.Describe(shp)
geom = obj_describe.ShapeType
if geom == u'Polygon':
arcpy.PolygonToRaster_conversion(shp, inField, outRaster,
"CELL_CENTER", "NONE", cellsize)
elif geom == u'Polyline':
arcpy.PolylineToRaster_conversion(shp, inField, outRaster,
"MAXIMUM_LENGTH", "NONE",
cellsize)
if rst_template:
arcpy.env.extent = tempEnvironment0
if snap:
arcpy.env.snapRaster = tempSnap
elif api == 'grass' or api == 'pygrass':
"""
Vectorial geometry to raster
If source is None, the convertion will be based on the cat field.
If source is a string, the convertion will be based on the field
with a name equal to the given string.
If source is a numeric value, all cells of the output raster will have
that same value.
"""
__USE = "cat" if not inSource else "attr" if type(inSource) == str or \
type(inSource) == unicode else "val" if type(inSource) == int or \
type(inSource) == float else None
if not __USE:
raise ValueError('\'source\' parameter value is not valid')
if api == 'pygrass':
from grass.pygrass.modules import Module
m = Module("v.to.rast",
input=shp,
output=outRaster,
use=__USE,
attribute_column=inSource if __USE == "attr" else None,
value=inSource if __USE == "val" else None,
overwrite=True,
run_=False,
quiet=True)
m()
else:
from gasp import exec_cmd
rcmd = exec_cmd((
"v.to.rast input={} output={} use={}{} "
"--overwrite --quiet"
).format(
shp, outRaster, __USE,
"" if __USE == "cat" else " attribute_column={}".format(inSource) \
if __USE == "attr" else " val={}".format(inSource)
))
else:
raise ValueError('API {} is not available'.format(api))
return outRaster
def polylines_from_points(points,
polylines,
POLYLINE_COLUMN,
ORDER_FIELD=None,
epsg=None):
"""
Create a Polyline Table from a Point Table
A given Point Table:
FID | POLYLINE_ID | ORDER_FIELD
0 | P1 | 1
1 | P1 | 2
2 | P1 | 3
3 | P1 | 4
4 | P2 | 1
5 | P2 | 2
6 | P2 | 3
7 | P2 | 4
Will be converted into a new Polyline Table:
FID | POLYLINE_ID
0 | P1
1 | P2
In the Point Table, the POLYLINE_ID field identifies the Polyline of that point,
the ORDER FIELD specifies the position (first point, second point, etc.)
of the point in the polyline.
If no ORDER field is specified, the points will be assigned to polylines
by reading order.
"""
import os
from osgeo import ogr
from gasp.prop.ff import drv_name
from gasp.mng.prj import ogr_def_proj
from gasp.mng.fld import ogr_list_fields_defn
from gasp.mng.fld import add_fields
# TODO: check if geometry is correct
# List all points
pntSrc = ogr.GetDriverByName(drv_name(points)).Open(points)
pntLyr = pntSrc.GetLayer()
lPnt = {}
cnt = 0
for feat in pntLyr:
# Get Point Geom
geom = feat.GetGeometryRef()
# Polyline identification
polyline = feat.GetField(POLYLINE_COLUMN)
# Get position in the polyline
order = feat.GetField(ORDER_FIELD) if ORDER_FIELD else cnt
# Store data
if polyline not in lPnt.keys():
lPnt[polyline] = {order: (geom.GetX(), geom.GetY())}
else:
lPnt[polyline][order] = (geom.GetX(), geom.GetY())
cnt += 1
# Write output
lineSrc = ogr.GetDriverByName(
drv_name(polylines)).CreateDataSource(polylines)
if not epsg:
from gasp.prop.feat import get_shp_sref
srs = get_shp_sref(points)
else:
from gasp.prop.prj import get_sref_from_epsg
srs = get_sref_from_epsg(epsg)
lineLyr = lineSrc.CreateLayer(os.path.splitext(
os.path.basename(polylines))[0],
srs,
geom_type=ogr.wkbLineString)
# Create polyline id field
fields_types = ogr_list_fields_defn(pntLyr)
add_fields(lineLyr,
{POLYLINE_COLUMN: fields_types[POLYLINE_COLUMN].keys()[0]})
polLnhDefns = lineLyr.GetLayerDefn()
# Write lines
for polyline in lPnt:
new_feature = ogr.Feature(polLnhDefns)
lnh = ogr.Geometry(ogr.wkbLineString)
pnt_order = lPnt[polyline].keys()
pnt_order.sort()
for p in pnt_order:
lnh.AddPoint(lPnt[polyline][p][0], lPnt[polyline][p][1])
new_feature.SetField(POLYLINE_COLUMN, polyline)
new_feature.SetGeometry(lnh)
lineLyr.CreateFeature(new_feature)
new_feature = None
pntSrc.Destroy()
lineSrc.Destroy()
return polylines
def polyline_to_points(inShp, outShp, attr=None, epsg=None):
"""
Polyline vertex to Points
TODO: See if works with Polygons
"""
import os
from osgeo import ogr
from gasp.prop.ff import drv_name
from gasp.mng.fld import ogr_copy_fields
# Open Input
polyData = ogr.GetDriverByName(drv_name(inShp)).Open(inShp)
polyLyr = polyData.GetLayer()
# Get SRS for the output
if not epsg:
from gasp.prop.feat import get_shp_sref
srs = get_shp_sref(polyLyr)
else:
from gasp.prop.prj import get_sref_from_epsg
srs = get_sref_from_epsg(epsg)
# Create Output
pntData = ogr.GetDriverByName(drv_name(outShp)).CreateDataSource(outShp)
pntLyr = pntData.CreateLayer(os.path.splitext(os.path.basename(outShp))[0],
srs,
geom_type=ogr.wkbPoint)
# Copy fields from input to output
if attr:
if attr == 'ALL':
attr = None
else:
attr = [attr] if type(attr) != list else attr
ogr_copy_fields(polyLyr, pntLyr, __filter=attr)
# Polyline Vertex to Point Feature Class
pntLyrDefn = pntLyr.GetLayerDefn()
for feat in polyLyr:
geom = feat.GetGeometryRef()
# Get point count
nrPnt = geom.GetPointCount()
# Add point to a new feature
for p in range(nrPnt):
x, y, z = geom.GetPoint(p)
new_point = ogr.Geometry(ogr.wkbPoint)
new_point.AddPoint(x, y)
new_feature = ogr.Feature(pntLyrDefn)
new_feature.SetGeometry(new_point)
if attr:
for at in attr:
new_feature.SetField(at, feat.GetField(at))
pntLyr.CreateFeature(new_feature)
new_feature.Destroy()
del pntLyr
del polyLyr
pntData.Destroy()
polyData.Destroy()
return outShp
def eachfeat_to_newshp(inShp, outFolder, epsg=None):
"""
Export each feature in inShp to a new/single File
"""
import os
from osgeo import ogr
from gasp.prop.ff import drv_name
from gasp.prop.feat import get_geom_type
from gasp.mng.fld import lst_fld
from gasp.mng.fld import ogr_copy_fields
from gasp.oss import get_fileformat, get_filename
inDt = ogr.GetDriverByName(drv_name(inShp)).Open(inShp)
lyr = inDt.GetLayer()
# Get SRS for the output
if not epsg:
from gasp.prop.feat import get_shp_sref
srs = get_shp_sref(lyr)
else:
from gasp.prop.prj import get_sref_from_epsg
srs = get_sref_from_epsg(epsg)
# Get fields name
fields = lst_fld(lyr)
# Get Geometry type
geomCls = get_geom_type(inShp, gisApi='ogr', name=None, py_cls=True)
# Read features and create a new file for each feature
RESULT_SHP = []
for feat in lyr:
# Create output
newShp = os.path.join(
outFolder, "{}_{}{}".format(get_filename(inShp),
str(feat.GetFID()),
get_fileformat(inShp)))
newData = ogr.GetDriverByName(
drv_name(newShp)).CreateDataSource(newShp)
newLyr = newData.CreateLayer(str(get_filename(newShp)),
srs,
geom_type=geomCls)
# Copy fields from input to output
ogr_copy_fields(lyr, newLyr)
newLyrDefn = newLyr.GetLayerDefn()
# Create new feature
newFeat = ogr.Feature(newLyrDefn)
# Copy geometry
geom = feat.GetGeometryRef()
newFeat.SetGeometry(geom)
# Set fields attributes
for fld in fields:
newFeat.SetField(fld, feat.GetField(fld))
# Save feature
newLyr.CreateFeature(newFeat)
newFeat.Destroy()
del newLyr
newData.Destroy()
RESULT_SHP.append(newShp)
return RESULT_SHP
def create_fishnet(boundary,
fishnet,
width=None,
height=None,
rowN=None,
colN=None):
"""
Create a Fishnet
"""
import os
from math import ceil
from gasp.oss import get_filename
from gasp.prop.ff import drv_name
from gasp.prop.ext import get_extent
from gasp.prop.feat import get_shp_sref
# Get boundary extent
xmin, xmax, ymin, ymax = [
float(x) for x in get_extent(boundary, gisApi='ogr')
]
if width and height:
# Clean width and height
if type(width) != float:
try:
# Convert to float
width = float(width)
except:
raise ValueError(
'Width value is not valid. Please give a numeric value')
if type(height) != float:
try:
# Convert to float
height = float(height)
except:
raise ValueError(
'Height value is not valid. Please give a numeric value')
# get rows number
rows = ceil((ymax - ymin) / height)
# get columns number
cols = ceil((xmax - xmin) / width)
else:
if rowN and colN:
rows = int(rowN)
cols = int(colN)
width = ceil((xmax - xmin) / rows)
height = ceil((ymax - ymin) / cols)
else:
raise ValueError(
"You must specify the width and height of fishnet cells or "
"instead the number of rows and cols of fishnet")
# Create output file
if not os.path.exists(os.path.dirname(fishnet)):
raise ValueError('The path for the output doesn\'t exist')
out_fishnet = ogr.GetDriverByName(
drv_name(fishnet)).CreateDataSource(fishnet)
fishnet_lyr = out_fishnet.CreateLayer(str(get_filename(fishnet)),
srs=get_shp_sref(boundary),
geom_type=ogr.wkbPolygon)
feat_defn = fishnet_lyr.GetLayerDefn()
# create grid cells
# - start grid cell envelope -#
ringXleftOrigin = xmin
ringXrightOrigin = xmin + width
ringYtopOrigin = ymax
ringYbottomOrigin = ymax - height
count_cols = 0
while count_cols < cols:
count_cols += 1
# reset envelope for rows
ringYtop = ringYtopOrigin
ringYbottom = ringYbottomOrigin
count_rows = 0
while count_rows < rows:
count_rows += 1
ring = ogr.Geometry(ogr.wkbLinearRing)
ring.AddPoint(ringXleftOrigin, ringYtop)
ring.AddPoint(ringXrightOrigin, ringYtop)
ring.AddPoint(ringXrightOrigin, ringYbottom)
ring.AddPoint(ringXleftOrigin, ringYbottom)
ring.AddPoint(ringXleftOrigin, ringYtop)
poly = ogr.Geometry(ogr.wkbPolygon)
poly.AddGeometry(ring)
# add new geom to layer
out_feature = ogr.Feature(feat_defn)
out_feature.SetGeometry(poly)
fishnet_lyr.CreateFeature(out_feature)
out_feature = None
# new envelope for next poly
ringYtop = ringYtop - height
ringYbottom = ringYbottom - height
# new envelope for next poly
ringXleftOrigin = ringXleftOrigin + width
ringXrightOrigin = ringXrightOrigin + width
out_fishnet.Destroy()
return fishnet
def points_as_grid(boundary,
fishnet_pnt,
width=None,
height=None,
nr_cols=None,
nr_rows=None):
"""
Equivalent to the centroid of each cell of a fishnet grid
"""
import os
from math import ceil
from gasp.oss import get_filename
from gasp.prop.ff import drv_name
from gasp.prop.ext import get_extent
from gasp.prop.feat import get_shp_sref
# Get boundary extent
xmin, xmax, ymin, ymax = get_extent(boundary, gisApi='ogr')
# Clean width and height
if width and height:
if type(width) != float:
try:
# Convert to float
width = float(width)
except:
raise ValueError(
'Width value is not valid. Please give a numeric value')
if type(height) != float:
try:
# Convert to float
height = float(height)
except:
raise ValueError(
'Height value is not valid. Please give a numeric value')
else:
if nr_cols and nr_rows:
if type(nr_cols) != float:
try:
# convert to float
nr_cols = float(nr_cols)
except:
raise ValueError(
'Columns number value is not valid. Please give a numeric value'
)
if type(nr_rows) != float:
try:
nr_rows = float(nr_rows)
except:
raise ValueError(
'Lines number value is not valid. Please give a numeric value'
)
width = (xmax + xmin) / nr_cols
height = (ymax + ymin) / nr_rows
else:
raise ValueError(
'Please giver numeric values to with/height or to nr_cols/nr_rows'
)
# get rows number
rows = ceil((ymax - ymin) / height)
# get columns number
cols = ceil((xmax - xmin) / width)
# Create output file
if not os.path.exists(os.path.dirname(fishnet_pnt)):
return 'The path for the output doesn\'t exist'
out_fishnet = ogr.GetDriverByName(
drv_name(fishnet_pnt)).CreateDataSource(fishnet_pnt)
fishnet_lyr = out_fishnet.CreateLayer(get_filename(fishnet_pnt),
get_shp_sref(boundary),
geom_type=ogr.wkbPoint)
feat_defn = fishnet_lyr.GetLayerDefn()
# create grid cells
# - start grid cell envelope -#
ringXleftOrigin = xmin
ringXrightOrigin = xmin + width
ringYtopOrigin = ymax
ringYbottomOrigin = ymax - height
count_cols = 0
while count_cols < cols:
count_cols += 1
# reset envelope for rows
ringYtop = ringYtopOrigin
ringYbottom = ringYbottomOrigin
count_rows = 0
while count_rows < rows:
count_rows += 1
pnt = ogr.Geometry(ogr.wkbPoint)
pnt.AddPoint((ringXleftOrigin + ringXrightOrigin) / 2.0,
(ringYbottom + ringYtop) / 2.0)
# add new geom to layer
out_feature = ogr.Feature(feat_defn)
out_feature.SetGeometry(pnt)
fishnet_lyr.CreateFeature(out_feature)
out_feature = None
# new envelope for next poly
ringYtop = ringYtop - height
ringYbottom = ringYbottom - height
# new envelope for next poly
ringXleftOrigin = ringXleftOrigin + width
ringXrightOrigin = ringXrightOrigin + width
out_fishnet.Destroy()
def points_to_boundary(pntShp, outBound, distMeters):
"""
Create a boundary from Point using a tolerance in meters
"""
from osgeo import ogr
from gasp.oss import get_filename
from gasp.prop.ff import drv_name
from gasp.to.geom import create_point
from gasp.prop.feat import get_shp_sref
SRS = get_shp_sref(pntShp)
shp = ogr.GetDriverByName(drv_name(pntShp)).Open(pntShp)
lyr = shp.GetLayer()
outShp = ogr.GetDriverByName(drv_name(outBound)).CreateDataSource(outBound)
outLyr = outShp.CreateLayer(get_filename(outBound, forceLower=True),
SRS,
geom_type=ogr.wkbPolygon)
outDefn = outLyr.GetLayerDefn()
for feat in lyr:
__feat = ogr.Feature(outDefn)
ring = ogr.Geometry(ogr.wkbLinearRing)
geom = feat.GetGeometryRef()
X, Y = geom.GetX(), geom.GetY()
boundary_points = [
create_point(X - distMeters, Y + distMeters, api='ogr'), # Topleft
create_point(X + distMeters, Y + distMeters,
api='ogr'), # TopRight
create_point(X + distMeters, Y - distMeters,
api='ogr'), # Lower Right
create_point(X - distMeters, Y - distMeters,
api='ogr'), # Lower Left
create_point(X - distMeters, Y + distMeters, api='ogr')
]
for pnt in boundary_points:
ring.AddPoint(pnt.GetX(), pnt.GetY())
polygon = ogr.Geometry(ogr.wkbPolygon)
polygon.AddGeometry(ring)
__feat.SetGeometry(polygon)
outLyr.CreateFeature(__feat)
feat.Destroy()
__feat = None
ring = None
polygon = None
shp.Destroy()
outShp.Destroy()
return outBound