def test_xarray_raw_to_rgba_pyramid(self):
image = ds.XarrayImage(self.xr_da, tile_size=(270, 270))
pyramid = image.create_pyramid()
import numpy as np
# TODO fillvalue ?
pyramid = pyramid.apply(lambda image: ColorMappedRgbaImage(
image, value_range=(0.0, 2.0), no_data_value=np.nan))
self.assertEqual((270, 270), pyramid.tile_size)
self.assertEqual((2, 1), pyramid.num_level_zero_tiles)
self.assertEqual(5, pyramid.num_levels)
level_image = pyramid.get_level_image(0)
t1 = time.clock()
tile00 = level_image.get_tile(0, 0)
tile10 = level_image.get_tile(1, 0)
t2 = time.clock()
print("opt RGBA pyramid took: ", t2 - t1)
t1 = time.clock()
num_tiles_x, num_tiles_y = image.num_tiles
for tile_y in range(num_tiles_y):
for tile_x in range(num_tiles_x):
tile = image.get_tile(tile_x, tile_y)
t2 = time.clock()
print("opt max level tiles took: ", t2 - t1)
def test_xarray_rgba_image(self):
image = ColorMappedRgbaImage(ds.XarrayImage(self.xr_da))
self.assertEqual('ndarray', image.format)
self.assertEqual('RGBA', image.mode)
self.assertEqual((8640, 4320), image.size)
self.assertEqual((270, 270), image.tile_size)
self.assertEqual((32, 16), image.num_tiles)
tile00 = image.get_tile(0, 0)
self.assertIsNotNone(tile00)
tileNN = image.get_tile(33, 16)
self.assertIsNotNone(tileNN)
def test_xarray_raw_pyramid(self):
image = ds.XarrayImage(self.xr_da)
pyramid = image.create_pyramid()
self.assertEqual((270, 270), pyramid.tile_size)
self.assertEqual((2, 1), pyramid.num_level_zero_tiles)
self.assertEqual(5, pyramid.num_levels)
level_image = pyramid.get_level_image(0)
t1 = time.clock()
tile00 = level_image.get_tile(0, 0)
tile10 = level_image.get_tile(1, 0)
t2 = time.clock()
print("ndarray pyramid took: ", t2 - t1)
def test_xarray_raw_image(self):
image = ds.XarrayImage(self.xr_da)
self.assertEqual('ndarray', image.format)
self.assertEqual('float64',
image.mode) # TODO why float64 and not float32
self.assertEqual((8640, 4320), image.size)
self.assertEqual((270, 270), image.tile_size)
self.assertEqual((32, 16), image.num_tiles)
tile00 = image.get_tile(0, 0)
self.assertIsNotNone(tile00)
self.assertEqual((1, 270, 270), tile00.shape)
tileNN = image.get_tile(33, 16)
self.assertIsNotNone(tileNN)
self.assertEqual((1, 270, 270), tileNN.shape)
def test_xarray_rgba_pyramid(self):
image = ColorMappedRgbaImage(
ds.XarrayImage(self.xr_da, tile_size=(270, 270)))
pyramid = image.create_pyramid()
self.assertEqual((270, 270), pyramid.tile_size)
self.assertEqual((2, 1), pyramid.num_level_zero_tiles)
self.assertEqual(5, pyramid.num_levels)
level_image = pyramid.get_level_image(0)
t1 = time.clock()
tile00 = level_image.get_tile(0, 0)
tile10 = level_image.get_tile(1, 0)
t2 = time.clock()
print("RGBA pyramid took: ", t2 - t1)
t1 = time.clock()
num_tiles_x, num_tiles_y = image.num_tiles
for tile_y in range(num_tiles_y):
for tile_x in range(num_tiles_x):
tile = image.get_tile(tile_x, tile_y)
t2 = time.clock()
print("max level tiles took: ", t2 - t1)