gdal/autotest/utilities/test_gdal_rasterize_lib.py

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#!/usr/bin/env pytest
# -*- coding: utf-8 -*-
###############################################################################
# $Id$
#
# Project: GDAL/OGR Test Suite
# Purpose: gdal_rasterize testing
# Author: Even Rouault <even dot rouault at spatialys dot com>
#
###############################################################################
# Copyright (c) 2015, Even Rouault <even dot rouault at spatialys dot com>
# Copyright (c) 2008, Frank Warmerdam <warmerdam@pobox.com>
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the "Software"),
# to deal in the Software without restriction, including without limitation
# the rights to use, copy, modify, merge, publish, distribute, sublicense,
# and/or sell copies of the Software, and to permit persons to whom the
# Software is furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included
# in all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
# OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL
# THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
# FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
# DEALINGS IN THE SOFTWARE.
###############################################################################
import struct
import gdaltest
import pytest
from osgeo import gdal, ogr, osr
###############################################################################
# Simple polygon rasterization (adapted from alg/rasterize.py).
def test_gdal_rasterize_lib_1():
# Setup working spatial reference
# sr_wkt = 'LOCAL_CS["arbitrary"]'
# sr = osr.SpatialReference( sr_wkt )
sr = osr.SpatialReference()
sr.ImportFromEPSG(32631)
sr_wkt = sr.ExportToWkt()
# Create a raster to rasterize into.
target_ds = gdal.GetDriverByName("MEM").Create("", 100, 100, 3, gdal.GDT_Byte)
target_ds.SetGeoTransform((1000, 1, 0, 1100, 0, -1))
target_ds.SetProjection(sr_wkt)
# Create a layer to rasterize from.
vector_ds = gdal.GetDriverByName("Memory").Create("", 0, 0, 0)
rast_lyr = vector_ds.CreateLayer("rast1", srs=sr)
rast_lyr.GetLayerDefn()
field_defn = ogr.FieldDefn("foo")
rast_lyr.CreateField(field_defn)
# Add a polygon.
wkt_geom = "POLYGON((1020 1030,1020 1045,1050 1045,1050 1030,1020 1030))"
feat = ogr.Feature(rast_lyr.GetLayerDefn())
feat.SetGeometryDirectly(ogr.Geometry(wkt=wkt_geom))
rast_lyr.CreateFeature(feat)
# Add feature without geometry to test fix for #3310
feat = ogr.Feature(rast_lyr.GetLayerDefn())
rast_lyr.CreateFeature(feat)
# Add a linestring.
wkt_geom = "LINESTRING(1000 1000, 1100 1050)"
feat = ogr.Feature(rast_lyr.GetLayerDefn())
feat.SetGeometryDirectly(ogr.Geometry(wkt=wkt_geom))
rast_lyr.CreateFeature(feat)
ret = gdal.Rasterize(
target_ds,
vector_ds,
bands=[3, 2, 1],
burnValues=[200, 220, 240],
layers="rast1",
)
assert ret == 1
# Check results.
expected = 6452
checksum = target_ds.GetRasterBand(2).Checksum()
assert checksum == expected, "Did not get expected image checksum"
target_ds = None
###############################################################################
# Test creating an output file
def test_gdal_rasterize_lib_3():
import test_cli_utilities
if test_cli_utilities.get_gdal_contour_path() is None:
pytest.skip()
gdaltest.runexternal(
test_cli_utilities.get_gdal_contour_path()
+ " ../gdrivers/data/n43.tif tmp/n43dt0.shp -i 10 -3d"
)
with pytest.raises(Exception):
gdal.Rasterize("/vsimem/bogus.tif", "tmp/n43dt0.shp")
ds = gdal.Rasterize(
"",
"tmp/n43dt0.shp",
format="MEM",
outputType=gdal.GDT_Byte,
useZ=True,
layers=["n43dt0"],
width=121,
height=121,
noData=0,
)
ogr.GetDriverByName("ESRI Shapefile").DeleteDataSource("tmp/n43dt0.shp")
ds_ref = gdal.Open("../gdrivers/data/n43.tif")
assert (
ds.GetRasterBand(1).GetNoDataValue() == 0.0
), "did not get expected nodata value"
assert (
ds.RasterXSize == 121 and ds.RasterYSize == 121
), "did not get expected dimensions"
gt_ref = ds_ref.GetGeoTransform()
gt = ds.GetGeoTransform()
for i in range(6):
assert gt[i] == pytest.approx(
gt_ref[i], abs=1e-6
), "did not get expected geotransform"
wkt = ds.GetProjectionRef()
assert wkt.find("WGS_1984") != -1, "did not get expected SRS"
###############################################################################
# Rasterization without georeferencing
def test_gdal_rasterize_lib_100():
target_ds = gdal.GetDriverByName("MEM").Create("", 100, 100)
# Create a layer to rasterize from.
vector_ds = gdal.GetDriverByName("Memory").Create("", 0, 0, 0)
rast_lyr = vector_ds.CreateLayer("rast1")
wkt_geom = "POLYGON((20 20,20 80,80 80,80 20,20 20))"
feat = ogr.Feature(rast_lyr.GetLayerDefn())
feat.SetGeometryDirectly(ogr.Geometry(wkt=wkt_geom))
rast_lyr.CreateFeature(feat)
ret = gdal.Rasterize(target_ds, vector_ds, burnValues=[255])
assert ret == 1
# Check results.
expected = 44190
checksum = target_ds.GetRasterBand(1).Checksum()
assert checksum == expected, "Did not get expected image checksum"
target_ds = None
###############################################################################
# Rasterization on empty geometry
def test_gdal_rasterize_lib_101():
target_ds = gdal.GetDriverByName("MEM").Create("", 100, 100)
# Create a layer to rasterize from.
vector_ds = gdal.GetDriverByName("Memory").Create("", 0, 0, 0)
rast_lyr = vector_ds.CreateLayer("rast1")
# polygon with empty exterior ring
geom = ogr.CreateGeometryFromJson('{ "type": "Polygon", "coordinates": [ [ ] ] }')
feat = ogr.Feature(rast_lyr.GetLayerDefn())
feat.SetGeometryDirectly(geom)
rast_lyr.CreateFeature(feat)
ret = gdal.Rasterize(target_ds, vector_ds, burnValues=[255])
assert ret == 1
# Check results.
checksum = target_ds.GetRasterBand(1).Checksum()
assert checksum == 0, "Did not get expected image checksum"
target_ds = None
###############################################################################
# Rasterization on raster with RPC
def test_gdal_rasterize_lib_102():
target_ds = gdal.GetDriverByName("MEM").Create("", 353, 226)
target_ds.GetRasterBand(1).Fill(255)
md = {
"HEIGHT_OFF": "430",
"HEIGHT_SCALE": "501",
"LAT_OFF": "-0.0734",
"LAT_SCALE": "0.2883",
"LINE_DEN_COEFF": "1 0.0002790015 0.001434672 1.481312e-07 5.866139e-06 1.878347e-07 -7.1677e-08 -1.099383e-05 1.968371e-06 -5.50509e-06 0 -1.227539e-08 0 0 2.40682e-07 -1.144941e-08 0 -1.884406e-08 0 0",
"LINE_NUM_COEFF": "0.002744972 -0.382552 -1.279674 -0.0001147828 0.001140472 1.262068e-07 -1.69402e-07 -0.005830625 -0.001964747 0 -2.006924e-07 3.066144e-07 3.005069e-06 2.103552e-06 -1.981401e-06 -1.636042e-06 7.045145e-06 -5.699422e-08 1.169591e-07 0",
"LINE_OFF": "112.98500331785",
"LINE_SCALE": "113.01499668215",
"LONG_OFF": "-4.498",
"LONG_SCALE": "0.5511",
"SAMP_DEN_COEFF": "1 0.001297913 0.0005878427 -0.0004554233 -7.353773e-05 7.928584e-06 -1.826261e-06 9.516839e-05 5.332457e-07 -4.236274e-05 -1.89316e-08 -1.520878e-06 -8.941367e-07 -7.770314e-07 1.413225e-06 9.681702e-08 -4.724849e-08 -2.244317e-07 1.0665e-08 4.212225e-08",
"SAMP_NUM_COEFF": "0.01819195 1.091934 -0.1976373 0.003166136 0.002648549 0.0003527143 -6.27017e-05 -0.01889831 -0.0005888535 1.729232e-07 3.037208e-06 0.000174218 -3.129558e-05 -4.602708e-05 2.724941e-05 -9.314161e-07 8.328574e-06 -1.240182e-05 -4.652876e-07 -1.322223e-07",
"SAMP_OFF": "176.619681301916",
"SAMP_SCALE": "177.068486184099",
}
target_ds.SetMetadata(md, "RPC")
vector_ds = gdal.GetDriverByName("Memory").Create("", 0, 0, 0)
sr = osr.SpatialReference()
sr.ImportFromEPSG(4326)
rast_lyr = vector_ds.CreateLayer("", srs=sr)
# polygon with empty exterior ring
geom = ogr.CreateGeometryFromWkt(
"""POLYGON ((-3.967081661665 0.0003251483162,-4.976841813513 0.0003251483162,-4.904140485134 0.2151010973779,-4.904124933286 0.2151433982916,-4.904107210626 0.2151848366149,-4.904087364764 0.2152253010321,-4.904065449011 0.2152646828438,-4.904041522241 0.2153028762585,-4.904015648726 0.2153397786774,-4.903987897971 0.2153752909697,-4.903958344523 0.2154093177387,-4.903927067771 0.2154417675784,-4.903894151734 0.2154725533188,-4.903859684834 0.2155015922603,-4.90382375966 0.2155288063955,-4.903786472717 0.2155541226193,-4.903747924169 0.2155774729247,-4.90370821757 0.2155987945858,-4.903667459582 0.2156180303263,-4.903625759694 0.2156351284732,-4.903583229924 0.2156500430959,-4.90353998452 0.2156627341291,-4.903496139651 0.2156731674811,-4.9034518131 0.2156813151247,-4.903407123938 0.2156871551729,-4.903362192216 0.2156906719376,-4.903317138633 0.2156918559717,-4.903272084216 0.2156907040946,-4.903227149995 0.2156872194006,-4.903182456677 0.2156814112505,-3.945022212098 0.0658193544758,-3.94497805444 0.0658112751384,-3.944934372574 0.0658009277184,-3.944891282916 0.0657883397923,-3.944848900303 0.0657735449078,-3.944807337687 0.0657565824944,-3.944766705836 0.0657374977579,-3.944727113036 0.0657163415606,-3.944688664805 0.0656931702851,-3.94465146361 0.0656680456844,-3.944615608594 0.0656410347174,-3.944581195314 0.0656122093701,-3.944548315483 0.065581646464,-3.944517056729 0.0655494274513,-3.944487502358 0.065515638198,-3.944459731134 0.0654803687547,-3.944433817071 0.0654437131168,-3.944409829229 0.0654057689742,-3.94438783154 0.0653666374506,-3.944367882627 0.0653264228341,-3.944350035657 0.0652852322995,-3.944334338192 0.0652431756223,-3.944320832068 0.0652003648864,-3.944309553279 0.0651569141855,-3.944300531884 0.0651129393185,-3.944293791926 0.0650685574815,-3.944289351367 0.0650238869551,-3.944287222041 0.0649790467894,-3.944287409623 0.0649341564864,-3.944289913614 0.0648893356818,-3.94429472734 0.0648447038262,-3.944301837972 0.0648003798665,-3.94431122656 0.064756481929,-3.944322868082 0.0647131270048,-3.944336731513 0.0646704306378,-3.967081661665 0.0003251483162))"""
)
feat = ogr.Feature(rast_lyr.GetLayerDefn())
feat.SetGeometryDirectly(geom)
rast_lyr.CreateFeature(feat)
ret = gdal.Rasterize(target_ds, vector_ds, burnValues=[0])
assert ret == 1
# Check results.
checksum = target_ds.GetRasterBand(1).Checksum()
assert checksum == 1604, "Did not get expected image checksum"
# Re-try with transformer options
target_ds.GetRasterBand(1).Fill(255)
ret = gdal.Rasterize(
target_ds, vector_ds, burnValues=[0], transformerOptions=["RPC_HEIGHT=1000"]
)
assert ret == 1
# Check results.
checksum = target_ds.GetRasterBand(1).Checksum()
assert checksum == 2003, "Did not get expected image checksum"
target_ds = None
###############################################################################
# Simple rasterization with all values of the optim option
def test_gdal_rasterize_lib_4():
# Setup working spatial reference
# sr_wkt = 'LOCAL_CS["arbitrary"]'
# sr = osr.SpatialReference( sr_wkt )
sr = osr.SpatialReference()
sr.ImportFromEPSG(32631)
sr_wkt = sr.ExportToWkt()
# Create a raster to rasterize into.
for optim in ["RASTER", "VECTOR", "AUTO"]:
target_ds = gdal.GetDriverByName("MEM").Create("", 100, 100, 3, gdal.GDT_Byte)
target_ds.SetGeoTransform((1000, 1, 0, 1100, 0, -1))
target_ds.SetProjection(sr_wkt)
# Create a layer to rasterize from.
vector_ds = gdal.GetDriverByName("Memory").Create("", 0, 0, 0)
rast_lyr = vector_ds.CreateLayer("rast1", srs=sr)
rast_lyr.GetLayerDefn()
field_defn = ogr.FieldDefn("foo")
rast_lyr.CreateField(field_defn)
# Add a polygon.
wkt_geom = "POLYGON((1020 1030,1020 1045,1050 1045,1050 1030,1020 1030))"
feat = ogr.Feature(rast_lyr.GetLayerDefn())
feat.SetGeometryDirectly(ogr.Geometry(wkt=wkt_geom))
rast_lyr.CreateFeature(feat)
# Add feature without geometry to test fix for #3310
feat = ogr.Feature(rast_lyr.GetLayerDefn())
rast_lyr.CreateFeature(feat)
# Add a linestring.
wkt_geom = "LINESTRING(1000 1000, 1100 1050)"
feat = ogr.Feature(rast_lyr.GetLayerDefn())
feat.SetGeometryDirectly(ogr.Geometry(wkt=wkt_geom))
rast_lyr.CreateFeature(feat)
ret = gdal.Rasterize(
target_ds,
vector_ds,
bands=[3, 2, 1],
burnValues=[200, 220, 240],
layers="rast1",
optim=optim,
)
assert ret == 1
# Check results.
expected = 6452
checksum = target_ds.GetRasterBand(2).Checksum()
if checksum != expected:
print(checksum, optim)
pytest.fail("Did not get expected image checksum")
target_ds = None
def test_gdal_rasterize_lib_multipolygon():
sr_wkt = 'LOCAL_CS["arbitrary"]'
sr = osr.SpatialReference(sr_wkt)
# Try rasterizing a multipolygon
vector_ds = gdal.GetDriverByName("Memory").Create("", 0, 0, 0)
layer = vector_ds.CreateLayer("", sr)
feature = ogr.Feature(layer.GetLayerDefn())
feature.SetGeometryDirectly(
ogr.CreateGeometryFromWkt(
"MULTIPOLYGON (((0 0,0 1,1 1,0 0)),((1 1,2 1,2 0,1 1)))"
)
)
layer.CreateFeature(feature)
target_ds = gdal.GetDriverByName("MEM").Create("", 3, 2)
target_ds.SetGeoTransform((-0.5, 1, 0, 1.5, 0, -1))
target_ds.SetSpatialRef(sr)
ret = gdal.Rasterize(target_ds, vector_ds, burnValues=[10])
assert ret == 1
cs1 = target_ds.GetRasterBand(1).Checksum()
# And now each of its parts
vector_ds = gdal.GetDriverByName("Memory").Create("", 0, 0, 0)
layer = vector_ds.CreateLayer("", sr)
feature = ogr.Feature(layer.GetLayerDefn())
feature.SetGeometryDirectly(
ogr.CreateGeometryFromWkt("POLYGON ((0 0,0 1,1 1,0 0))")
)
layer.CreateFeature(feature)
feature = ogr.Feature(layer.GetLayerDefn())
feature.SetGeometryDirectly(
ogr.CreateGeometryFromWkt("POLYGON ((1 1,2 1,2 0,1 1))")
)
layer.CreateFeature(feature)
target_ds = gdal.GetDriverByName("MEM").Create("", 3, 2)
target_ds.SetGeoTransform((-0.5, 1, 0, 1.5, 0, -1))
target_ds.SetSpatialRef(sr)
ret = gdal.Rasterize(target_ds, vector_ds, burnValues=[10])
assert ret == 1
cs2 = target_ds.GetRasterBand(1).Checksum()
# Check that results are the same
assert cs1 == cs2
def test_gdal_rasterize_lib_inverse():
sr_wkt = 'LOCAL_CS["arbitrary"]'
sr = osr.SpatialReference(sr_wkt)
# Try rasterizing a multipolygon
vector_ds = gdal.GetDriverByName("Memory").Create("", 0, 0, 0)
layer = vector_ds.CreateLayer("", sr)
feature = ogr.Feature(layer.GetLayerDefn())
feature.SetGeometryDirectly(
ogr.CreateGeometryFromWkt(
"MULTIPOLYGON (((1 1,1 9,4 9,4 1,1 1),(2 2,2 8,3 8,3 2,2 2)))"
)
)
layer.CreateFeature(feature)
feature = ogr.Feature(layer.GetLayerDefn())
feature.SetGeometryDirectly(
ogr.CreateGeometryFromWkt("POLYGON ((5 1,5 9,9 9,9 1,5 1))")
)
layer.CreateFeature(feature)
# Will not be rasterized
feature = ogr.Feature(layer.GetLayerDefn())
feature.SetGeometryDirectly(ogr.CreateGeometryFromWkt("POINT (5 5)"))
layer.CreateFeature(feature)
target_ds = gdal.GetDriverByName("MEM").Create("", 11, 11)
target_ds.SetGeoTransform((-0.5, 1, 0, 10.5, 0, -1))
target_ds.SetSpatialRef(sr)
with gdaltest.error_handler():
ret = gdal.Rasterize(target_ds, vector_ds, burnValues=[9], inverse=True)
assert ret == 1
expected = (
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
0,
0,
0,
9,
0,
0,
0,
0,
9,
9,
9,
0,
9,
0,
9,
0,
0,
0,
0,
9,
9,
9,
0,
9,
0,
9,
0,
0,
0,
0,
9,
9,
9,
0,
9,
0,
9,
0,
0,
0,
0,
9,
9,
9,
0,
9,
0,
9,
0,
0,
0,
0,
9,
9,
9,
0,
9,
0,
9,
0,
0,
0,
0,
9,
9,
9,
0,
9,
0,
9,
0,
0,
0,
0,
9,
9,
9,
0,
9,
0,
9,
0,
0,
0,
0,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
)
assert struct.unpack("B" * 121, target_ds.ReadRaster()) == expected
###############################################################################
# Test rasterization of a 64 bit integer attribute
def test_gdal_rasterize_lib_int64_attribute():
# Try rasterizing a multipolygon
vector_ds = gdal.GetDriverByName("Memory").Create("", 0, 0, 0)
layer = vector_ds.CreateLayer("")
layer.CreateField(ogr.FieldDefn("val", ogr.OFTInteger64))
feature = ogr.Feature(layer.GetLayerDefn())
feature.SetGeometryDirectly(
ogr.CreateGeometryFromWkt("POLYGON ((0 0,0 1,1 1,1 0,0 0))")
)
val = (1 << 63) - 1 # not exactly representable as a double
feature["val"] = val
layer.CreateFeature(feature)
target_ds = gdal.Rasterize(
"", vector_ds, format="MEM", attribute="val", width=2, height=2
)
assert target_ds is not None
assert target_ds.GetRasterBand(1).DataType == gdal.GDT_Int64
assert struct.unpack("Q" * 4, target_ds.ReadRaster())[0] == val
###############################################################################
# Test invalid layer name
def test_gdal_rasterize_lib_invalid_layers():
vector_ds = gdal.GetDriverByName("Memory").Create("", 0, 0, 0)
layer = vector_ds.CreateLayer("layer")
layer.CreateField(ogr.FieldDefn("val", ogr.OFTInteger64))
with pytest.raises(Exception, match="Unable to find layer"):
gdal.Rasterize(
"", vector_ds, format="MEM", layers=["invalid"], width=2, height=2
)
###############################################################################
# Test rasterizing empty layer
def test_gdal_rasterize_lib_empty_layer():
vector_ds = gdal.GetDriverByName("Memory").Create("", 0, 0, 0)
layer = vector_ds.CreateLayer("layer")
layer.CreateField(ogr.FieldDefn("val", ogr.OFTInteger64))
with pytest.raises(Exception, match="Cannot get layer extent"):
gdal.Rasterize("", vector_ds, format="MEM", width=2, height=2)
###############################################################################
# Test too small target resolution
def test_gdal_rasterize_lib_too_small_resolution():
vector_ds = gdal.GetDriverByName("Memory").Create("", 0, 0, 0)
layer = vector_ds.CreateLayer("layer")
layer.CreateField(ogr.FieldDefn("val", ogr.OFTInteger64))
feature = ogr.Feature(layer.GetLayerDefn())
feature.SetGeometryDirectly(
ogr.CreateGeometryFromWkt("POLYGON ((0 0,0 1,1 1,1 0,0 0))")
)
feature["val"] = 0
layer.CreateFeature(feature)
with pytest.raises(Exception, match="Invalid computed output raster size"):
gdal.Rasterize("", vector_ds, format="MEM", xRes=1e-20, yRes=1)
with pytest.raises(Exception, match="Invalid computed output raster size"):
gdal.Rasterize("", vector_ds, format="MEM", xRes=1, yRes=1e-20)