def test_load_svmlight_files_comment_qid(self):
X_train, y_train, q_train, X_test, y_test, q_test = \
load_svmlight_files([datafile] * 2, query_id=True)
assert_array_equal(X_train, X_test)
assert_array_equal(y_train, y_test)
assert_equal(X_train.dtype, np.float32)
assert_equal(X_test.dtype, np.float32)
X1, y1, q1, X2, y2, q2, X3, y3, q3 = load_svmlight_files([datafile] * 3, query_id=True)
assert_equal(X1.dtype, X2.dtype)
assert_equal(X2.dtype, X3.dtype)
assert_equal(X3.dtype, np.float32)
def test_load_svmlight_files(self):
# print load_svmlight_files([datafile] * 2)
X_train, y_train, X_test, y_test = load_svmlight_files([datafile] * 2, query_id=False)
assert_array_equal(X_train, X_test)
assert_array_equal(y_train, y_test)
assert_equal(X_train.dtype, np.float32)
assert_equal(X_test.dtype, np.float32)
X1, y1, X2, y2, X3, y3 = load_svmlight_files([datafile] * 3, query_id=False)
assert_equal(X1.dtype, X2.dtype)
assert_equal(X2.dtype, X3.dtype)
assert_equal(X3.dtype, np.float32)
def test_load_invalid_file2(self):
try:
load_svmlight_files([datafile, invalidfile, datafile])
assert False
except RuntimeError:
pass