def check_dtype(annots_df):
"""
Example:
>>> from ibeis.algo.hots.smk.smk_index import * # NOQA
>>> import ibeis
>>> ibs = ibeis.opendb('PZ_MTEST')
>>> annots_df = make_annot_df(ibs)
"""
#ut.printex(Exception('check'), keys=[
# 'annots_df.index'
#]
#)
vecs = annots_df['vecs']
kpts = annots_df['kpts']
locals_ = locals()
key_list = [
'annots_df.index.dtype',
'annots_df.columns.dtype',
'annots_df.columns',
'vecs.index.dtype',
'kpts.index.dtype',
#'vecs',
#'kpts',
]
ut.print_keys(key_list)
def check_dtype(annots_df):
"""
Example:
>>> from ibeis.algo.hots.smk.smk_index import * # NOQA
>>> import ibeis
>>> ibs = ibeis.opendb('PZ_MTEST')
>>> annots_df = make_annot_df(ibs)
"""
#ut.printex(Exception('check'), keys=[
# 'annots_df.index'
#]
#)
vecs = annots_df['vecs']
kpts = annots_df['kpts']
locals_ = locals()
key_list = [
'annots_df.index.dtype',
'annots_df.columns.dtype',
'annots_df.columns',
'vecs.index.dtype',
'kpts.index.dtype',
#'vecs',
#'kpts',
]
ut.print_keys(key_list)
def check_rvecs_list_eq(rvecs_list, rvecs_list2):
"""
Example:
>>> rvecs_list, flag_list = smk_residual.compute_nonagg_rvecs(*_args1) # 125 ms
>>> rvecs_list2 = smk_speed.compute_nonagg_residuals_forloop(*_args1)
"""
assert len(rvecs_list) == len(rvecs_list2)
for rvecs, rvecs2 in zip(rvecs_list, rvecs_list2):
try:
assert len(rvecs) == len(rvecs2)
assert rvecs.shape == rvecs2.shape
#assert np.all(rvecs == rvecs2)
np.testing.assert_equal(rvecs, rvecs2, verbose=True)
except AssertionError:
ut.print_keys([rvecs, rvecs2])
raise
def check_rvecs_list_eq(rvecs_list, rvecs_list2):
"""
Example:
>>> rvecs_list, flag_list = smk_residual.compute_nonagg_rvecs(*_args1) # 125 ms
>>> rvecs_list2 = smk_speed.compute_nonagg_residuals_forloop(*_args1)
"""
assert len(rvecs_list) == len(rvecs_list2)
for rvecs, rvecs2 in zip(rvecs_list, rvecs_list2):
try:
assert len(rvecs) == len(rvecs2)
assert rvecs.shape == rvecs2.shape
#assert np.all(rvecs == rvecs2)
np.testing.assert_equal(rvecs, rvecs2, verbose=True)
except AssertionError:
ut.print_keys([rvecs, rvecs2])
raise