def test_rank_filter_2(self):
self.expected_result_1[:] = self.reverse_array_1
self.result_1[:] = 0
rank_filter.lineRankOrderFilter(self.reverse_array_1, 0, 0.5, out=self.result_1)
assert (self.expected_result_1 == self.result_1).all()
def test_rank_filter_12(self):
self.expected_result_2[:] = self.reverse_array_2
self.result_2[:] = 0
rank_filter.lineRankOrderFilter(self.reverse_array_2, 0, 0.5, out=self.result_2)
assert (self.expected_result_2 == self.result_2).all()
def test_rank_filter_18(self):
for i in xrange(len(self.array_1)):
self.expected_result_1[i] = self.array_1[5] if (i < 5) else self.array_1[4]
self.result_1[:] = 0
rank_filter.lineRankOrderFilter(self.array_1, len(self.array_1) - 1, 0.5, out=self.result_1)
assert (self.expected_result_1 == self.result_1).all()
def test_rank_filter_3(self):
self.expected_result_1[:] = self.array_1
self.expected_result_1[0] = self.expected_result_1[1]
self.expected_result_1[-1] = self.expected_result_1[-2]
self.result_1[:] = 0
rank_filter.lineRankOrderFilter(self.array_1, 1, 0.5, out=self.result_1)
assert (self.expected_result_1 == self.result_1).all()
def test_rank_filter_17(self):
self.expected_result_2[:] = self.reverse_array_2
self.expected_result_2[..., 0] = self.expected_result_2[..., 1]
self.expected_result_2[..., -1] = self.expected_result_2[..., -2]
self.result_2 = self.reverse_array_2
rank_filter.lineRankOrderFilter(self.result_2, 1, 0.5, -1, out=self.result_2)
assert (self.expected_result_2 == self.result_2).all()
def test_rank_filter_10(self):
self.expected_result_1[:] = self.reverse_array_1
self.expected_result_1[0] = self.expected_result_1[1] = self.expected_result_1[2]
self.expected_result_1[-1] = self.expected_result_1[-2] = self.expected_result_1[-3]
self.result_1[:] = 0
rank_filter.lineRankOrderFilter(self.reverse_array_1, 3, 0.5, 0, out=self.result_1)
assert (self.expected_result_1 == self.result_1).all()
def test_rank_filter_14(self):
self.expected_result_2[:] = self.reverse_array_2
self.expected_result_2[0] = self.expected_result_2[1]
self.expected_result_2[-1] = self.expected_result_2[-2]
self.result_2[:] = 0
rank_filter.lineRankOrderFilter(self.reverse_array_2, 1, 0.5, 0, out=self.result_2)
assert((self.expected_result_2 == self.result_2).all())
def test_rank_filter_2(self):
self.expected_result_1[:] = self.reverse_array_1
self.result_1[:] = 0
rank_filter.lineRankOrderFilter(self.reverse_array_1,
0,
0.5,
out=self.result_1)
assert ((self.expected_result_1 == self.result_1).all())
def test_rank_filter_12(self):
self.expected_result_2[:] = self.reverse_array_2
self.result_2[:] = 0
rank_filter.lineRankOrderFilter(self.reverse_array_2,
0,
0.5,
out=self.result_2)
assert ((self.expected_result_2 == self.result_2).all())
def test_rank_filter_3(self):
self.expected_result_1[:] = self.array_1
self.expected_result_1[0] = self.expected_result_1[1]
self.expected_result_1[-1] = self.expected_result_1[-2]
self.result_1[:] = 0
rank_filter.lineRankOrderFilter(self.array_1,
1,
0.5,
out=self.result_1)
assert ((self.expected_result_1 == self.result_1).all())
def test_rank_filter_18(self):
for i in xrange(len(self.array_1)):
self.expected_result_1[i] = self.array_1[5] if (
i < 5) else self.array_1[4]
self.result_1[:] = 0
rank_filter.lineRankOrderFilter(self.array_1,
len(self.array_1) - 1,
0.5,
out=self.result_1)
assert ((self.expected_result_1 == self.result_1).all())
def test_rank_filter_17(self):
self.expected_result_2[:] = self.reverse_array_2
self.expected_result_2[..., 0] = self.expected_result_2[..., 1]
self.expected_result_2[..., -1] = self.expected_result_2[..., -2]
self.result_2 = self.reverse_array_2
rank_filter.lineRankOrderFilter(self.result_2,
1,
0.5,
-1,
out=self.result_2)
assert ((self.expected_result_2 == self.result_2).all())
def test_rank_filter_10(self):
self.expected_result_1[:] = self.reverse_array_1
self.expected_result_1[0] = self.expected_result_1[
1] = self.expected_result_1[2]
self.expected_result_1[-1] = self.expected_result_1[
-2] = self.expected_result_1[-3]
self.result_1[:] = 0
rank_filter.lineRankOrderFilter(self.reverse_array_1,
3,
0.5,
0,
out=self.result_1)
assert ((self.expected_result_1 == self.result_1).all())
def benchmark():
input_array = numpy.random.normal(size=(100, 101, 102))
output_array = numpy.empty_like(input_array)
lineRankOrderFilter(input_array, 25, 0.5, 0, output_array)
def benchmark():
input_array = numpy.random.normal(size=(100, 101, 102))
output_array = numpy.empty_like(input_array)
lineRankOrderFilter(input_array, 25, 0.5, 0, output_array)