def get_annot_alrids_oftype(ibs, aid_list, lbltype_rowid, configid=None):
"""
Get all the relationship ids belonging to the input annotations where the
relationship ids are filtered to be only of a specific lbltype/category/type
"""
alrids_list = ibs.get_annot_alrids(aid_list, configid=configid)
# Get lblannot_rowid of each relationship
lblannot_rowids_list = ibsfuncs.unflat_map(ibs.get_alr_lblannot_rowids, alrids_list)
# Get the type of each lblannot
lbltype_rowids_list = ibsfuncs.unflat_map(ibs.get_lblannot_lbltypes_rowids, lblannot_rowids_list)
# only want the nids of individuals, not species, for example
valids_list = [[typeid == lbltype_rowid for typeid in rowids] for rowids in lbltype_rowids_list]
alrids_list = [ut.compress(alrids, valids) for alrids, valids in zip(alrids_list, valids_list)]
if configid is None:
def resolution_func_first(alrid_list):
return [ alrid_list[0] ]
def resolution_func_lowest_config(alrid_list):
config_rowid_list = ibs.get_alr_config(alrid_list)
temp = sorted(list(zip(config_rowid_list, alrid_list)))
return [ temp[0][0] ]
alrids_list = [
resolution_func_first(alrid_list)
if len(alrid_list) > 1 else
alrid_list
for alrid_list in alrids_list
]
assert all([len(alrid_list) < 2 for alrid_list in alrids_list]),\
("More than one type per lbltype. ALRIDS: " + str(alrids_list) +
", ROW: " + str(lbltype_rowid) + ", KEYS:" + str(ibs.lbltype_ids))
return alrids_list
def get_annot_alrids_oftype(ibs, aid_list, lbltype_rowid):
"""
Get all the relationship ids belonging to the input annotations where the
relationship ids are filtered to be only of a specific lbltype/category/type
"""
alrids_list = ibs.get_annot_alrids(aid_list)
# Get lblannot_rowid of each relationship
lblannot_rowids_list = ibsfuncs.unflat_map(ibs.get_alr_lblannot_rowids, alrids_list)
# Get the type of each lblannot
lbltype_rowids_list = ibsfuncs.unflat_map(ibs.get_lblannot_lbltypes_rowids,
lblannot_rowids_list)
# only want the nids of individuals, not species, for example
valids_list = [[typeid == lbltype_rowid for typeid in rowids]
for rowids in lbltype_rowids_list]
alrids_list = [ut.compress(alrids, valids)
for alrids, valids in zip(alrids_list, valids_list)]
def resolution_func_first(alrid_list):
return [ alrid_list[0] ]
alrids_list = [
resolution_func_first(alrid_list)
if len(alrid_list) > 1 else
alrid_list
for alrid_list in alrids_list
]
assert all([len(alrid_list) < 2 for alrid_list in alrids_list]),\
("More than one type per lbltype. ALRIDS: " + str(alrids_list) +
", ROW: " + str(lbltype_rowid) + ", KEYS:" + str(ibs.lbltype_ids))
return alrids_list
def tst_name_consistency(ibs):
"""
Example:
>>> import ibeis
>>> ibs = ibeis.opendb(db='PZ_Master0')
>>> #ibs = ibeis.opendb(db='GZ_ALL')
"""
from ibeis.other import ibsfuncs
import utool as ut
max_ = -1
#max_ = 10
valid_aids = ibs.get_valid_aids()[0:max_]
valid_nids = ibs.get_valid_nids()[0:max_]
ax2_nid = ibs.get_annot_name_rowids(valid_aids)
nx2_aids = ibs.get_name_aids(valid_nids)
print('len(valid_aids) = %r' % (len(valid_aids),))
print('len(valid_nids) = %r' % (len(valid_nids),))
print('len(ax2_nid) = %r' % (len(ax2_nid),))
print('len(nx2_aids) = %r' % (len(nx2_aids),))
# annots are grouped by names, so mapping aid back to nid should
# result in each list having the same value
_nids_list = ibsfuncs.unflat_map(ibs.get_annot_name_rowids, nx2_aids)
print(_nids_list[-20:])
print(nx2_aids[-20:])
assert all(map(ut.allsame, _nids_list))
def get_name_exemplar_aids(ibs, nid_list):
r"""
Returns:
list_ (list): a list of list of cids in each name
CommandLine:
python -m ibeis.control.manual_name_funcs --test-get_name_exemplar_aids
RESTful:
Method: GET
URL: /api/name/exemplar_aids/
Example:
>>> # ENABLE_DOCTEST
>>> from ibeis.control.manual_name_funcs import * # NOQA
>>> import ibeis
>>> ibs = ibeis.opendb('testdb1')
>>> aid_list = ibs.get_valid_aids()
>>> nid_list = ibs.get_annot_name_rowids(aid_list)
>>> exemplar_aids_list = ibs.get_name_exemplar_aids(nid_list)
>>> result = exemplar_aids_list
>>> print(result)
[[], [2, 3], [2, 3], [], [5, 6], [5, 6], [7], [8], [], [10], [], [12], [13]]
"""
# Get all annot ids for each name
aids_list = ibs.get_name_aids(nid_list, enable_unknown_fix=True)
# Flag any annots that are not exemplar and remove them
flags_list = ibsfuncs.unflat_map(ibs.get_annot_exemplar_flags, aids_list)
exemplar_aids_list = [ut.compress(aids, flags) for aids, flags in
zip(aids_list, flags_list)]
return exemplar_aids_list
def compute_occurrence_unixtime(ibs, occur_gids):
#assert isinstance(ibs, IBEISController)
# TODO: account for -1
from ibeis.other import ibsfuncs
unixtimes = ibsfuncs.unflat_map(ibs.get_image_unixtime, occur_gids)
time_arrs = list(map(np.array, unixtimes))
occur_unixtimes = list(map(np.mean, time_arrs))
return occur_unixtimes
def get_annot_lblannot_rowids(ibs, aid_list):
"""
Returns:
list_ (list): the name id of each annotation. """
# Get all the annotation lblannot relationships
# filter out only the ones which specify names
alrids_list = ibs.get_annot_alrids(aid_list)
lblannot_rowids_list = ibsfuncs.unflat_map(ibs.get_alr_lblannot_rowids, alrids_list)
return lblannot_rowids_list
def get_annot_lblannot_rowids(ibs, aid_list):
"""
Returns:
list_ (list): the name id of each annotation. """
# Get all the annotation lblannot relationships
# filter out only the ones which specify names
alrids_list = ibs.get_annot_alrids(aid_list)
lblannot_rowids_list = ibsfuncs.unflat_map(ibs.get_alr_lblannot_rowids, alrids_list)
return lblannot_rowids_list
def compute_occurrence_unixtime(ibs, occur_gids):
# assert isinstance(ibs, IBEISController)
# TODO: account for -1
from ibeis.other import ibsfuncs
unixtimes = ibsfuncs.unflat_map(ibs.get_image_unixtime, occur_gids)
time_arrs = list(map(np.array, unixtimes))
occur_unixtimes = list(map(np.mean, time_arrs))
return occur_unixtimes
def get_annot_lblannot_rowids_oftype(ibs, aid_list, _lbltype=None):
"""
Returns:
list_ (list): the name id of each annotation. """
# Get all the annotation lblannot relationships
# filter out only the ones which specify names
assert _lbltype is not None, 'should be using lbltype_rowids anyway'
alrids_list = ibs.get_annot_alrids_oftype(aid_list, ibs.lbltype_ids[_lbltype])
lblannot_rowids_list = ibsfuncs.unflat_map(ibs.get_alr_lblannot_rowids, alrids_list)
return lblannot_rowids_list
def get_annot_lblannot_rowids_oftype(ibs, aid_list, _lbltype=None):
"""
Returns:
list_ (list): the name id of each annotation. """
# Get all the annotation lblannot relationships
# filter out only the ones which specify names
assert _lbltype is not None, 'should be using lbltype_rowids anyway'
alrids_list = ibs.get_annot_alrids_oftype(aid_list, ibs.lbltype_ids[_lbltype])
lblannot_rowids_list = ibsfuncs.unflat_map(ibs.get_alr_lblannot_rowids, alrids_list)
return lblannot_rowids_list
def get_name_gids(ibs, nid_list):
r"""
Returns:
list_ (list): the image ids associated with name ids
RESTful:
Method: GET
URL: /api/name/gids/
Example:
>>> # ENABLE_DOCTEST
>>> from ibeis.control.manual_name_funcs import * # NOQA
>>> import ibeis
>>> ibs = ibeis.opendb('testdb1')
>>> nid_list = ibs._get_all_known_name_rowids()
>>> gids_list = ibs.get_name_gids(nid_list)
>>> result = gids_list
>>> print(result)
[[2, 3], [5, 6], [7], [8], [10], [12], [13]]
"""
# TODO: Optimize
aids_list = ibs.get_name_aids(nid_list, enable_unknown_fix=True)
gids_list = ibsfuncs.unflat_map(ibs.get_annot_gids, aids_list)
return gids_list
def TEST_IMAGESETS(ibs):
print('[TEST_IMAGESETS]')
assert isinstance(ibs, IBEISController), 'type enforment'
# Delete all imagesets
_imgsetid_list1 = ibs.get_valid_imgsetids()
ibs.delete_imagesets(_imgsetid_list1)
_imgsetid_list2 = ibs.get_valid_imgsetids()
assert len(_imgsetid_list2) == 0, 'imgsetids should have been deleted'
# Recompute imagesets
ibs.compute_occurrences()
imgsetid_list = sorted(ibs.get_valid_imgsetids())
gids_list = ibs.get_imageset_gids(imgsetid_list)
aids_list = ibs.get_imageset_aids(imgsetid_list)
nids_list = ibs.get_imageset_nids(imgsetid_list)
imagesettext_list = ibs.get_imageset_text(imgsetid_list)
gid_uuids_list = list(map(list, ibsfuncs.unflat_map(ibs.get_image_uuids, gids_list)))
annotation_uuids_list = list(map(list, ibsfuncs.unflat_map(ibs.get_annot_uuids, aids_list)))
names_list = list(map(list, ibsfuncs.unflat_map(ibs.get_name_texts, nids_list)))
#target_imagesettexts = ['E0_ENC(agg,sec_60,1)', 'E1_ENC(agg,sec_60,1)']
target_imagesettexts = [u'ImageSet 0', u'ImageSet 1']
target_gid_uuids = [[UUID('66ec193a-1619-b3b6-216d-1784b4833b61'),
UUID('d8903434-942f-e0f5-d6c2-0dcbe3137bf7'),
UUID('b73b72f4-4acb-c445-e72c-05ce02719d3d'),
UUID('0cd05978-3d83-b2ee-2ac9-798dd571c3b3'),
UUID('0a9bc03d-a75e-8d14-0153-e2949502aba7'),
UUID('2deeff06-5546-c752-15dc-2bd0fdb1198a'),
UUID('a9b70278-a936-c1dd-8a3b-bc1e9a998bf0')],
[UUID('42fdad98-369a-2cbc-67b1-983d6d6a3a60'),
UUID('c459d381-fd74-1d99-6215-e42e3f432ea9'),
UUID('33fd9813-3a2b-774b-3fcc-4360d1ae151b'),
UUID('97e8ea74-873f-2092-b372-f928a7be30fa'),
UUID('588bc218-83a5-d400-21aa-d499832632b0'),
UUID('163a890c-36f2-981e-3529-c552b6d668a3')],
]
target_name_texts = [
['easy', 'hard', 'jeff'],
['lena', 'occl', 'polar', 'zebra'],
]
ibs.print_lblannot_table()
ibs.print_egpairs_table()
ibs.print_imageset_table()
ibs.print_alr_table()
gids_test_list = ibsfuncs.unflat_map(ibs.get_image_gids_from_uuid, gid_uuids_list)
gids_target_list = ibsfuncs.unflat_map(ibs.get_image_gids_from_uuid, target_gid_uuids)
try:
print('0) gid_uuids_list = %s' % (utool.list_str(gids_test_list),))
print('0) target_gid_uuids = %s' % (utool.list_str(gids_target_list),))
print('')
print('1) gid_uuids_list = %s' % (utool.list_str(gid_uuids_list),))
print('1) target_gid_uuids = %s' % (utool.list_str(target_gid_uuids),))
print('')
print('2) imagesettext_list = %r' % (imagesettext_list,))
print('2) target_imagesettexts = %r' % (target_imagesettexts,))
print('')
aids_test_list = ibsfuncs.unflat_map(ibs.get_image_aids, gids_test_list)
aids_target_list = ibsfuncs.unflat_map(ibs.get_image_aids, gids_target_list)
print('a) aids_test_list = %s' % (utool.list_str(aids_test_list),))
print('a) aids_target_list = %s' % (utool.list_str(aids_target_list),))
print('3a) aids_list = %s' % (utool.list_str(aids_list),))
print('3a) nids_list = %s' % (utool.list_str(nids_list),))
nids_listb = [ ibs.get_annot_name_rowids(aid_list) for aid_list in aids_list ]
print('3a) nids_listb = %s' % (utool.list_str(nids_listb),))
print('3b) names_list = %s' % (utool.list_str(names_list),))
print('3b) target_name_texts = %s' % (utool.list_str(target_name_texts),))
print('')
assert gids_test_list == gids_target_list, 'gids_test_list does not match gids_target_list'
assert gid_uuids_list == target_gid_uuids, 'gid_uuids_list does not match target_gid_uuids'
assert imagesettext_list == target_imagesettexts, 'imagesettext_list does not match target_imagesettexts'
assert names_list == target_name_texts, 'names_list does not match target_name_texts'
except AssertionError as ex:
utool.printex(ex, 'failed test_imageset')
raise
gids_list2 = list(map(list, ibsfuncs.unflat_map(ibs.get_annot_gids, aids_list)))
assert gids_list2 == list(map(list, gids_list))
return locals()