def testdata_nonagg_rvec():
from ibeis.algo.hots.smk import smk_debug
ibs, annots_df, daids, qaids, invindex, wx2_idxs, qparams = smk_debug.testdata_raw_internals1()
words = invindex.words
idx2_vec = invindex.idx2_dvec
wx2_dmaws = invindex.wx2_dmaws
idx2_daid = invindex.idx2_daid
# wx_sublist denotes which words are used
wx_sublist = np.array(list(wx2_idxs.keys()))
idxs_list = [wx2_idxs[wx].astype(np.int32) for wx in wx_sublist]
maws_list = [wx2_dmaws[wx] for wx in wx_sublist]
aids_list = [idx2_daid.take(idxs) for idxs in idxs_list]
return words, wx_sublist, aids_list, idxs_list, idx2_vec, maws_list
def testdata_nonagg_rvec():
from ibeis.algo.hots.smk import smk_debug
ibs, annots_df, daids, qaids, invindex, wx2_idxs, qparams = smk_debug.testdata_raw_internals1(
)
words = invindex.words
idx2_vec = invindex.idx2_dvec
wx2_dmaws = invindex.wx2_dmaws
idx2_daid = invindex.idx2_daid
# wx_sublist denotes which words are used
wx_sublist = np.array(list(wx2_idxs.keys()))
idxs_list = [wx2_idxs[wx].astype(np.int32) for wx in wx_sublist]
maws_list = [wx2_dmaws[wx] for wx in wx_sublist]
aids_list = [idx2_daid.take(idxs) for idxs in idxs_list]
return words, wx_sublist, aids_list, idxs_list, idx2_vec, maws_list
def testdata_raw_internals1_5(**kwargs):
"""
contains internal data up to idf weights
Example:
>>> from ibeis.algo.hots.smk.smk_debug import * # NOQA
"""
from ibeis.algo.hots.smk import smk_debug
ibs, annots_df, daids, qaids, invindex, wx2_idxs, qparams = smk_debug.testdata_raw_internals1(**kwargs)
print('[smk_debug] testdata_raw_internals1_5')
words = invindex.words
wx_series = np.arange(len(words))
idx2_aid = invindex.idx2_daid
wx2_idf = smk_index.compute_word_idf_(wx_series, wx2_idxs, idx2_aid, daids)
invindex.wx2_idf = wx2_idf
return ibs, annots_df, daids, qaids, invindex, wx2_idxs, qparams
def testdata_raw_internals1_5(**kwargs):
"""
contains internal data up to idf weights
Example:
>>> from ibeis.algo.hots.smk.smk_debug import * # NOQA
"""
from ibeis.algo.hots.smk import smk_debug
ibs, annots_df, daids, qaids, invindex, wx2_idxs, qparams = smk_debug.testdata_raw_internals1(
**kwargs)
print('[smk_debug] testdata_raw_internals1_5')
words = invindex.words
wx_series = np.arange(len(words))
idx2_aid = invindex.idx2_daid
wx2_idf = smk_index.compute_word_idf_(wx_series, wx2_idxs, idx2_aid, daids)
invindex.wx2_idf = wx2_idf
return ibs, annots_df, daids, qaids, invindex, wx2_idxs, qparams
