def get_varied_pipecfg_lbls(cfgdict_list, pipecfg_list=None):
if pipecfg_list is None:
from ibeis.algo import Config
cfg_default_dict = dict(Config.QueryConfig().parse_items())
cfgx2_lbl = ut.get_varied_cfg_lbls(cfgdict_list, cfg_default_dict)
else:
# TODO: group cfgdict by config type and then get varied labels
cfg_default_dict = None
cfgx2_lbl = ut.get_varied_cfg_lbls(cfgdict_list, cfg_default_dict)
return cfgx2_lbl
def hack_lnbnn_config_trail(qparams):
query_cfg = Config.QueryConfig()
lnbnn_trail = [
query_cfg.nn_cfg.asdict(),
query_cfg.nnweight_cfg.asdict(),
query_cfg.sv_cfg.asdict(),
query_cfg.agg_cfg.asdict(),
query_cfg.flann_cfg.asdict(),
]
# Does not include feautres. Instead use
# print(ut.repr3([c.asdict() for c in ibs.depc.get_config_trail('featweight', {})]))
return lnbnn_trail
def __init__(qparams, query_cfg=None, cfgdict=None):
"""
Rename to pipeline params
Structure to store static query pipeline parameters
parses nested config structure into this flat one
Args:
query_cfg (QueryConfig): query_config
cfgdict (dict or None): dictionary to update query_cfg with
CommandLine:
python -m ibeis.algo.hots.query_params --test-__init__
Example:
>>> # ENABLE_DOCTEST
>>> from ibeis.algo.hots.query_params import * # NOQA
>>> import ibeis
>>> ibs = ibeis.opendb('testdb1')
>>> query_cfg = ibs.cfg.query_cfg
>>> #query_cfg.pipeline_root = 'asmk'
>>> cfgdict = {'pipeline_root': 'asmk', 'sv_on': False, 'fg_on': True}
>>> qparams = QueryParams(query_cfg, cfgdict)
>>> assert qparams.pipeline_root == 'smk'
>>> assert qparams.fg_on is True
>>> result = qparams.query_cfgstr
>>> print(')_\n'.join(result.split(')_')))
Example:
>>> # ENABLE_DOCTEST
>>> from ibeis.algo.hots.query_params import * # NOQA
>>> import ibeis
>>> ibs = ibeis.opendb('testdb1')
>>> query_cfg = ibs.cfg.query_cfg
>>> #query_cfg.pipeline_root = 'asmk'
>>> cfgdict = dict(rotation_invariance=True)
>>> qparams = QueryParams(query_cfg, cfgdict)
>>> ut.assert_eq(qparams.hesaff_params['rotation_invariance'], True)
_smk_SMK(agg=True,t=0.0,a=3.0,idf)_
VocabAssign(nAssign=10,a=1.2,s=None,eqw=T)_
VocabTrain(nWords=8000,init=akmeans++,nIters=128,taids=all)_
SV(OFF)_
FEATWEIGHT(ON,uselabel,rf)_
FEAT(hesaff+sift_)_
CHIP(sz450)
"""
# if given custom settings update the config and ensure feasibilty
if query_cfg is None:
query_cfg = Config.QueryConfig()
if cfgdict is not None:
query_cfg = query_cfg.deepcopy()
query_cfg.update_query_cfg(**cfgdict)
# Get flat item list
param_list = Config.parse_config_items(query_cfg)
# Assert that there are no config conflicts
duplicate_keys = ut.find_duplicate_items(
ut.get_list_column(param_list, 0))
assert len(duplicate_keys
) == 0, 'Configs have duplicate names: %r' % duplicate_keys
# Set nexted config attributes as flat qparam properties
for key, val in param_list:
setattr(qparams, key, val)
# Add params not implicitly represented in Config object
pipeline_root = query_cfg.pipeline_root
qparams.chip_cfg_dict = query_cfg._featweight_cfg._feat_cfg._chip_cfg.to_dict(
)
qparams.flann_params = query_cfg.flann_cfg.get_flann_params()
qparams.hesaff_params = query_cfg._featweight_cfg._feat_cfg.get_hesaff_params(
)
qparams.pipeline_root = pipeline_root
qparams.vsmany = pipeline_root == 'vsmany'
qparams.vsone = pipeline_root == 'vsone'
# Add custom strings to the mix as well
# TODO; Find better way to specify config strings
# FIXME: probchip is not in here
qparams.probchip_cfgstr = query_cfg._featweight_cfg.get_cfgstr(
use_feat=False, use_chip=False)
qparams.featweight_cfgstr = query_cfg._featweight_cfg.get_cfgstr()
qparams.chip_cfgstr = query_cfg._featweight_cfg._feat_cfg._chip_cfg.get_cfgstr(
)
qparams.feat_cfgstr = query_cfg._featweight_cfg._feat_cfg.get_cfgstr()
qparams.nn_cfgstr = query_cfg.nn_cfg.get_cfgstr()
qparams.nnweight_cfgstr = query_cfg.nnweight_cfg.get_cfgstr()
qparams.sv_cfgstr = query_cfg.sv_cfg.get_cfgstr()
qparams.flann_cfgstr = query_cfg.flann_cfg.get_cfgstr()
qparams.query_cfgstr = query_cfg.get_cfgstr()
qparams.vocabtrain_cfgstr = query_cfg.smk_cfg.vocabtrain_cfg.get_cfgstr(
)
qparams.rrvsone_cfgstr = query_cfg.rrvsone_cfg.get_cfgstr()