def dbstr_qindex(qindex_=None):
qindex = ut.get_localvar_from_stack('qindex')
common_wxs = ut.get_localvar_from_stack('common_wxs')
wx2_qaids = ut.get_localvar_from_stack('wx2_qaids')
qindex.query_sccw
qmaws_list = [qindex.wx2_maws[wx] for wx in common_wxs]
qaids_list = [qindex.wx2_qaids[wx] for wx in common_wxs]
qfxs_list = [qindex.wx2_qfxs[wx] for wx in common_wxs]
qrvecs_list = [qindex.wx2_qrvecs[wx] for wx in common_wxs]
qaids_list = [wx2_qaids[wx] for wx in common_wxs]
print('-- max --')
print('list_depth(qaids_list) = %d' % ut.list_depth(qaids_list, max))
print('list_depth(qmaws_list) = %d' % ut.list_depth(qmaws_list, max))
print('list_depth(qfxs_list) = %d' % ut.list_depth(qfxs_list, max))
print('list_depth(qrvecs_list) = %d' % ut.list_depth(qrvecs_list, max))
print('-- min --')
print('list_depth(qaids_list) = %d' % ut.list_depth(qaids_list, min))
print('list_depth(qmaws_list) = %d' % ut.list_depth(qmaws_list, min))
print('list_depth(qfxs_list) = %d' % ut.list_depth(qfxs_list, min))
print('list_depth(qrvecs_list) = %d' % ut.list_depth(qrvecs_list, min))
print('-- sig --')
print('list_depth(qaids_list) = %r' % ut.depth_profile(qaids_list))
print('list_depth(qmaws_list) = %r' % ut.depth_profile(qmaws_list))
print('list_depth(qfxs_list) = %r' % ut.depth_profile(qfxs_list))
print('list_depth(qrvecs_list) = %r' %
ut.depth_profile(ut.depth_profile(qrvecs_list)))
print(qfxs_list[0:3])
print(qaids_list[0:3])
print(qmaws_list[0:3])
def dbstr_qindex(qindex_=None):
qindex = ut.get_localvar_from_stack('qindex')
common_wxs = ut.get_localvar_from_stack('common_wxs')
wx2_qaids = ut.get_localvar_from_stack('wx2_qaids')
qindex.query_sccw
qmaws_list = [qindex.wx2_maws[wx] for wx in common_wxs]
qaids_list = [qindex.wx2_qaids[wx] for wx in common_wxs]
qfxs_list = [qindex.wx2_qfxs[wx] for wx in common_wxs]
qrvecs_list = [qindex.wx2_qrvecs[wx] for wx in common_wxs]
qaids_list = [wx2_qaids[wx] for wx in common_wxs]
print('-- max --')
print('list_depth(qaids_list) = %d' % ut.list_depth(qaids_list, max))
print('list_depth(qmaws_list) = %d' % ut.list_depth(qmaws_list, max))
print('list_depth(qfxs_list) = %d' % ut.list_depth(qfxs_list, max))
print('list_depth(qrvecs_list) = %d' % ut.list_depth(qrvecs_list, max))
print('-- min --')
print('list_depth(qaids_list) = %d' % ut.list_depth(qaids_list, min))
print('list_depth(qmaws_list) = %d' % ut.list_depth(qmaws_list, min))
print('list_depth(qfxs_list) = %d' % ut.list_depth(qfxs_list, min))
print('list_depth(qrvecs_list) = %d' % ut.list_depth(qrvecs_list, min))
print('-- sig --')
print('list_depth(qaids_list) = %r' % ut.depth_profile(qaids_list))
print('list_depth(qmaws_list) = %r' % ut.depth_profile(qmaws_list))
print('list_depth(qfxs_list) = %r' % ut.depth_profile(qfxs_list))
print('list_depth(qrvecs_list) = %r' % ut.depth_profile(ut.depth_profile(qrvecs_list)))
print(qfxs_list[0:3])
print(qaids_list[0:3])
print(qmaws_list[0:3])
def dictinfo(dict_):
if not isinstance(dict_, dict):
return 'expected dict got %r' % type(dict_)
keys = list(dict_.keys())
vals = list(dict_.values())
num_keys = len(keys)
key_types = list(set(map(type, keys)))
val_types = list(set(map(type, vals)))
fmtstr_ = '\n' + ut.unindent('''
* num_keys = {num_keys}
* key_types = {key_types}
* val_types = {val_types}
'''.strip('\n'))
if len(val_types) == 1:
if val_types[0] == np.ndarray:
# each key holds an ndarray
val_shape_stats = ut.get_stats(set(map(np.shape, vals)), axis=0)
val_shape_stats_str = ut.dict_str(val_shape_stats,
strvals=True,
newlines=False)
val_dtypes = list(set([val.dtype for val in vals]))
fmtstr_ += ut.unindent('''
* val_shape_stats = {val_shape_stats_str}
* val_dtypes = {val_dtypes}
'''.strip('\n'))
elif val_types[0] == list:
# each key holds a list
val_len_stats = ut.get_stats(set(map(len, vals)))
val_len_stats_str = ut.dict_str(val_len_stats,
strvals=True,
newlines=False)
depth = ut.list_depth(vals)
deep_val_types = list(set(ut.list_deep_types(vals)))
fmtstr_ += ut.unindent('''
* list_depth = {depth}
* val_len_stats = {val_len_stats_str}
* deep_types = {deep_val_types}
'''.strip('\n'))
if len(deep_val_types) == 1:
if deep_val_types[0] == np.ndarray:
deep_val_dtypes = list(set([val.dtype for val in vals]))
fmtstr_ += ut.unindent('''
* deep_val_dtypes = {deep_val_dtypes}
''').strip('\n')
elif val_types[0] in [
np.uint8, np.int8, np.int32, np.int64, np.float16, np.float32,
np.float64
]:
# each key holds a scalar
val_stats = ut.get_stats(vals)
fmtstr_ += ut.unindent('''
* val_stats = {val_stats}
''').strip('\n')
fmtstr = fmtstr_.format(**locals())
return ut.indent(fmtstr)
def dictinfo(dict_):
if not isinstance(dict_, dict):
return 'expected dict got %r' % type(dict_)
keys = list(dict_.keys())
vals = list(dict_.values())
num_keys = len(keys)
key_types = list(set(map(type, keys)))
val_types = list(set(map(type, vals)))
fmtstr_ = '\n' + ut.unindent('''
* num_keys = {num_keys}
* key_types = {key_types}
* val_types = {val_types}
'''.strip('\n'))
if len(val_types) == 1:
if val_types[0] == np.ndarray:
# each key holds an ndarray
val_shape_stats = ut.get_stats(set(map(np.shape, vals)), axis=0)
val_shape_stats_str = ut.dict_str(val_shape_stats, strvals=True, newlines=False)
val_dtypes = list(set([val.dtype for val in vals]))
fmtstr_ += ut.unindent('''
* val_shape_stats = {val_shape_stats_str}
* val_dtypes = {val_dtypes}
'''.strip('\n'))
elif val_types[0] == list:
# each key holds a list
val_len_stats = ut.get_stats(set(map(len, vals)))
val_len_stats_str = ut.dict_str(val_len_stats, strvals=True, newlines=False)
depth = ut.list_depth(vals)
deep_val_types = list(set(ut.list_deep_types(vals)))
fmtstr_ += ut.unindent('''
* list_depth = {depth}
* val_len_stats = {val_len_stats_str}
* deep_types = {deep_val_types}
'''.strip('\n'))
if len(deep_val_types) == 1:
if deep_val_types[0] == np.ndarray:
deep_val_dtypes = list(set([val.dtype for val in vals]))
fmtstr_ += ut.unindent('''
* deep_val_dtypes = {deep_val_dtypes}
''').strip('\n')
elif val_types[0] in [np.uint8, np.int8, np.int32, np.int64, np.float16, np.float32, np.float64]:
# each key holds a scalar
val_stats = ut.get_stats(vals)
fmtstr_ += ut.unindent('''
* val_stats = {val_stats}
''').strip('\n')
fmtstr = fmtstr_.format(**locals())
return ut.indent(fmtstr)
