def test_add_masked_rasters(self):
raster1 = self.masked_raster(self.values, self.mask)
raster2 = raster1
raster_we_got = raster1 + raster2
values_we_want = [[-4, -2], [0, ft.no_data_value(fern.int64)], [2, 4]]
mask_we_want = self.mask
raster_we_want = self.masked_raster(values_we_want, mask_we_want)
self.assertMaskedRasterEqual(raster_we_got, raster_we_want)
def test_add_float_masked_raster(self):
float_ = 5.0
raster = self.masked_raster(self.values, self.mask)
raster_we_got = float_ + raster
values_we_want = [[3, 4], [5, ft.no_data_value(fern.int64)], [6, 7]]
mask_we_want = self.mask
raster_we_want = self.masked_raster(values_we_want,
mask_we_want,
value_type=fern.int64)
self.assertMaskedRasterEqual(raster_we_got, raster_we_want)
def test_add_masked_raster_int(self):
raster = self.masked_raster(self.values, self.mask)
int_ = 5
raster_we_got = raster + int_
values_we_want = [[3, 4], [5, ft.no_data_value(fern.int64)], [6, 7]]
mask_we_want = self.mask
raster_we_want = self.masked_raster(values_we_want,
mask_we_want,
value_type=fern.int64)
self.assertMaskedRasterEqual(raster_we_got, raster_we_want)
def test_multiply_float_masked_raster(self):
float_ = 5.0
raster = self.masked_raster(self.values, self.mask)
raster_we_got = float_ * raster
values_we_want = [[-10, -5], [0, ft.no_data_value(fern.int64)],
[5, 10]]
mask_we_want = self.mask
raster_we_want = self.masked_raster(values_we_want,
mask_we_want,
value_type=fern.int64)
self.assertMaskedRasterEqual(raster_we_got, raster_we_want)
def test_add_masked_rasters(self):
raster1 = self.masked_raster(self.values, self.mask)
raster2 = raster1
raster_we_got = raster1 + raster2
values_we_want = [
[ -4, -2],
[ 0, ft.no_data_value(fern.int64)],
[ 2, 4]]
mask_we_want = self.mask
raster_we_want = self.masked_raster(values_we_want, mask_we_want)
self.assertMaskedRasterEqual(raster_we_got, raster_we_want)
def test_multiply_float_masked_raster(self):
float_ = 5.0
raster = self.masked_raster(self.values, self.mask)
raster_we_got = float_ * raster
values_we_want = [
[-10, -5],
[ 0, ft.no_data_value(fern.int64)],
[ 5, 10]]
mask_we_want = self.mask
raster_we_want = self.masked_raster(values_we_want, mask_we_want,
value_type=fern.int64)
self.assertMaskedRasterEqual(raster_we_got, raster_we_want)
def test_add_float_masked_raster(self):
float_ = 5.0
raster = self.masked_raster(self.values, self.mask)
raster_we_got = float_ + raster
values_we_want = [
[ 3, 4],
[ 5, ft.no_data_value(fern.int64)],
[ 6, 7]]
mask_we_want = self.mask
raster_we_want = self.masked_raster(values_we_want, mask_we_want,
value_type=fern.int64)
self.assertMaskedRasterEqual(raster_we_got, raster_we_want)
def test_add_masked_raster_int(self):
raster = self.masked_raster(self.values, self.mask)
int_ = 5
raster_we_got = raster + int_
values_we_want = [
[ 3, 4],
[ 5, ft.no_data_value(fern.int64)],
[ 6, 7]]
mask_we_want = self.mask
raster_we_want = self.masked_raster(values_we_want, mask_we_want,
value_type=fern.int64)
self.assertMaskedRasterEqual(raster_we_got, raster_we_want)
def test_pcraster_example(self):
values = [
[ 70, 70, 80, -999, 120 ],
[ 70, 70, 90, -999, -999 ],
[ 70, 70, 100, 140, 280 ],
[ 180, 160, 110, 160, 320 ],
[ 510, 440, 300, 400, 480 ] ]
mask = [
[False, False, False, True, False ],
[False, False, False, True, True ],
[False, False, False, False, False ],
[False, False, False, False, False ],
[False, False, False, False, False ] ]
origin = (0.0, 0.0)
cell_sizes = (50.0, 50.0)
dem = fern.MaskedRaster(
values=values,
mask=mask,
origin=origin,
cell_sizes=cell_sizes,
value_type=fern.float32)
raster_we_got = fa.slope(dem)
no_data = ft.no_data_value(fern.float32)
values_we_want = [
[ 0.01178515, 0.11441274, 0.39392081, no_data , 0.67342925],
[ 0.1296362 , 0.20615529, 0.60374987, no_data , no_data ],
[ 1.30181491, 0.77540314, 0.64250487, 1.73150945, 1.86823785],
[ 3.73464012, 3.54153919, 2.576092 , 3.01537728, 2.36008477],
[ 2.75834608, 3.06698918, 2.58792615, 2.65845108, 1.64738858]]
mask_we_want = mask
raster_we_want = self.masked_raster(values_we_want, mask_we_want,
cell_sizes=cell_sizes, value_type=fern.float32)
self.assertMaskedRasterEqual(raster_we_got, raster_we_want)
def test_pcraster_example(self):
values = [[70, 70, 80, -999, 120], [70, 70, 90, -999, -999],
[70, 70, 100, 140, 280], [180, 160, 110, 160, 320],
[510, 440, 300, 400, 480]]
mask = [[False, False, False, True, False],
[False, False, False, True, True],
[False, False, False, False, False],
[False, False, False, False, False],
[False, False, False, False, False]]
origin = (0.0, 0.0)
cell_sizes = (50.0, 50.0)
dem = fern.MaskedRaster(values=values,
mask=mask,
origin=origin,
cell_sizes=cell_sizes,
value_type=fern.float32)
raster_we_got = fa.slope(dem)
no_data = ft.no_data_value(fern.float32)
values_we_want = [
[0.01178515, 0.11441274, 0.39392081, no_data, 0.67342925],
[0.1296362, 0.20615529, 0.60374987, no_data, no_data],
[1.30181491, 0.77540314, 0.64250487, 1.73150945, 1.86823785],
[3.73464012, 3.54153919, 2.576092, 3.01537728, 2.36008477],
[2.75834608, 3.06698918, 2.58792615, 2.65845108, 1.64738858]
]
mask_we_want = mask
raster_we_want = self.masked_raster(values_we_want,
mask_we_want,
cell_sizes=cell_sizes,
value_type=fern.float32)
self.assertMaskedRasterEqual(raster_we_got, raster_we_want)
