def test_duplicate(self):
"""
Unit test for duplicate of matrix
"""
for i in range(self.total):
first = io.import_matrix_from_mtx(self.input_matrices_0[i])
expected = io.import_matrix_from_mtx(self.result_matrices[i])
actual = first.dup()
self.assertTrue(expected.equals(actual))
def test_vxm(self):
"""
Unit test for vector-matrix multiplication
"""
for i in range(self.total):
first = io.import_matrix_from_mtx(self.input_vectors_0[i]).extract_row(0)
second = io.import_matrix_from_mtx(self.input_matrices_1[i])
expected = io.import_matrix_from_mtx(self.result_vectors[i]).extract_row(0)
actual = first.vxm(second)
self.assertTrue(expected.equals(actual))
def test_kronecker(self):
"""
Unit test for kronecker product of two matrices
"""
for i in range(self.total):
first = io.import_matrix_from_mtx(self.input_matrices_0[i])
second = io.import_matrix_from_mtx(self.input_matrices_1[i])
expected = io.import_matrix_from_mtx(self.result_matrices[i])
actual = first.kronecker(second)
self.assertTrue(expected.equals(actual))
def test_reduce_vector(self):
"""
Unit test for reduce to vector of matrix
"""
for i in range(self.total):
first = io.import_matrix_from_mtx(self.input_matrices_0[i])
expected = io.import_matrix_from_mtx(
self.result_vectors[i]).extract_row(0)
actual = first.reduce_vector()
self.assertTrue(expected.equals(actual))
def test_add(self):
"""
Unit test for element-wise addition of two matrices
"""
for i in range(self.total):
first = io.import_matrix_from_mtx(self.input_matrices_0[i])
second = io.import_matrix_from_mtx(self.input_matrices_1[i])
expected = io.import_matrix_from_mtx(self.result_matrices[i])
actual = first.ewiseadd(second)
self.assertTrue(expected.equals(actual))
def test_mult(self):
"""
Unit test for element-wise multiplication of two vectors
"""
for i in range(self.total):
first = io.import_matrix_from_mtx(
self.input_vectors_0[i]).extract_row(0)
second = io.import_matrix_from_mtx(
self.input_vectors_1[i]).extract_row(0)
expected = io.import_matrix_from_mtx(
self.result_vectors[i]).extract_row(0)
actual = first.ewisemult(second)
self.assertTrue(expected.equals(actual))
