def make_qt_dialog(cfg, parent=None, title='Edit Config', msg='Confim'):
import guitool as gt
gt.ensure_qapp() # must be ensured before any embeding
dlg = gt.ConfigConfirmWidget.as_dialog(
title=title, msg=msg, config=cfg)
dlg.resize(700, 500)
dlg.show()
return dlg
def simple_thumbnail_widget():
r"""
Very simple example to test thumbnails
CommandLine:
python -m guitool.api_item_model --test-simple_thumbnail_widget --show
Example:
>>> # ENABLE_DOCTEST
>>> import guitool
>>> from guitool.api_item_model import * # NOQA
>>> guitool.ensure_qapp() # must be ensured before any embeding
>>> wgt = simple_thumbnail_widget()
>>> ut.quit_if_noshow()
>>> wgt.show()
>>> guitool.qtapp_loop(wgt, frequency=100, init_signals=True)
"""
import guitool
guitool.ensure_qapp()
col_name_list = ['rowid', 'image_name', 'thumb']
col_types_dict = {
'thumb': 'PIXMAP',
}
def thumb_getter(id_, thumbsize=128):
""" Thumb getters must conform to thumbtup structure """
#print(id_)
return ut.grab_test_imgpath(id_)
#return None
col_getter_dict = {
'rowid': [1, 2, 3],
'image_name': ['lena.png', 'carl.jpg', 'patsy.jpg'],
'thumb': thumb_getter
}
col_ider_dict = {
'thumb': 'image_name',
}
col_setter_dict = {}
editable_colnames = []
sortby = 'rowid'
def get_thumb_size():
return 128
col_width_dict = {}
col_bgrole_dict = {}
api = guitool.CustomAPI(
col_name_list, col_types_dict, col_getter_dict,
col_bgrole_dict, col_ider_dict, col_setter_dict,
editable_colnames, sortby, get_thumb_size, True, col_width_dict)
headers = api.make_headers(tblnice='Simple Example')
wgt = guitool.APIItemWidget()
wgt.change_headers(headers)
#guitool.qtapp_loop(qwin=wgt, ipy=ipy, frequency=loop_freq)
return wgt
def qt_edge_reviewer(infr, edge=None):
import guitool as gt
gt.ensure_qapp()
from ibeis.viz import viz_graph2
infr.manual_wgt = viz_graph2.AnnotPairDialog(
edge=edge,
infr=infr,
standalone=False,
cfgdict=infr.verifier_params)
if edge is not None:
# infr.emit_manual_review(edge, priority=None)
infr.manual_wgt.seek(0)
# infr.manual_wgt.show()
return infr.manual_wgt
def qt_inspect_gui(qres, ibs, ranks_lt=6, qreq_=None, name_scoring=False):
print('[qres] qt_inspect_gui')
from ibeis.gui import inspect_gui
import guitool
guitool.ensure_qapp()
qaid2_qres = {qres.qaid: qres}
print('[inspect_matches] make_qres_widget')
qres_wgt = inspect_gui.QueryResultsWidget(ibs, qaid2_qres,
ranks_lt=ranks_lt,
name_scoring=name_scoring,
qreq_=qreq_)
print('[inspect_matches] show')
qres_wgt.show()
print('[inspect_matches] raise')
qres_wgt.raise_()
return qres_wgt
def qt_inspect_gui(qres, ibs, ranks_lt=6, qreq_=None, name_scoring=False):
print('[qres] qt_inspect_gui')
from ibeis.gui import inspect_gui
import guitool
guitool.ensure_qapp()
qaid2_qres = {qres.qaid: qres}
print('[inspect_matches] make_qres_widget')
qres_wgt = inspect_gui.QueryResultsWidget(ibs, qaid2_qres,
ranks_lt=ranks_lt,
name_scoring=name_scoring,
qreq_=qreq_)
print('[inspect_matches] show')
qres_wgt.show()
print('[inspect_matches] raise')
qres_wgt.raise_()
return qres_wgt
def launch_review_matches_interface(ibs,
cm_list,
dodraw=False,
filter_reviewed=False):
""" TODO: move to a more general function """
from ibeis.gui import inspect_gui
gt.ensure_qapp()
#backend_callback = back.front.update_tables
backend_callback = None
review_cfg = dict(filter_reviewed=filter_reviewed)
qres_wgt = inspect_gui.QueryResultsWidget(ibs,
cm_list,
callback=backend_callback,
review_cfg=review_cfg)
if dodraw:
qres_wgt.show()
qres_wgt.raise_()
return qres_wgt
def simple_api_item_widget():
r"""
Very simple example of basic APIItemWidget widget with CustomAPI
CommandLine:
python -m guitool.api_item_widget --test-simple_api_item_widget
python -m guitool.api_item_widget --test-simple_api_item_widget --show
Example:
>>> # ENABLE_DOCTEST
>>> from guitool.api_item_widget import * # NOQA
>>> import guitool
>>> guitool.ensure_qapp() # must be ensured before any embeding
>>> wgt = simple_api_item_widget()
>>> ut.quit_if_noshow()
>>> wgt.show()
>>> guitool.qtapp_loop(wgt, frequency=100)
"""
import guitool
guitool.ensure_qapp()
col_name_list = ['col1', 'col2']
col_types_dict = {}
col_getter_dict = {
'col1': [1, 2, 3],
'col2': ['a', 'b', 'c'],
}
col_ider_dict = {}
col_setter_dict = {}
editable_colnames = []
sortby = 'col1'
get_thumb_size = lambda: 128 # HACK
col_width_dict = {}
col_bgrole_dict = {}
api = guitool.CustomAPI(
col_name_list, col_types_dict, col_getter_dict,
col_bgrole_dict, col_ider_dict, col_setter_dict,
editable_colnames, sortby, get_thumb_size, True, col_width_dict)
headers = api.make_headers(tblnice='Simple Example')
wgt = guitool.APIItemWidget()
wgt.change_headers(headers)
#guitool.qtapp_loop(qwin=wgt, ipy=ipy, frequency=loop_freq)
return wgt
def simple_api_item_widget():
r"""
Very simple example of basic APIItemWidget widget with CustomAPI
CommandLine:
python -m guitool.api_item_widget --test-simple_api_item_widget
python -m guitool.api_item_widget --test-simple_api_item_widget --show
Example:
>>> # ENABLE_DOCTEST
>>> from guitool.api_item_widget import * # NOQA
>>> import guitool
>>> guitool.ensure_qapp() # must be ensured before any embeding
>>> wgt = simple_api_item_widget()
>>> ut.quit_if_noshow()
>>> wgt.show()
>>> guitool.qtapp_loop(wgt, frequency=100)
"""
import guitool
guitool.ensure_qapp()
col_name_list = ['col1', 'col2']
col_types_dict = {}
col_getter_dict = {
'col1': [1, 2, 3],
'col2': ['a', 'b', 'c'],
}
col_ider_dict = {}
col_setter_dict = {}
editable_colnames = []
sortby = 'col1'
get_thumb_size = lambda: 128 # HACK
col_width_dict = {}
col_bgrole_dict = {}
api = guitool.CustomAPI(col_name_list, col_types_dict, col_getter_dict,
col_bgrole_dict, col_ider_dict, col_setter_dict,
editable_colnames, sortby, get_thumb_size, True,
col_width_dict)
headers = api.make_headers(tblnice='Simple Example')
wgt = guitool.APIItemWidget()
wgt.change_headers(headers)
#guitool.qtapp_loop(qwin=wgt, ipy=ipy, frequency=loop_freq)
return wgt
def make_test_result_custom_api(ibs, testres):
import guitool
guitool.ensure_qapp()
cfgx = 0
cfgres_info = testres.cfgx2_cfgresinfo[cfgx]
qaids = testres.qaids
gt_aids = cfgres_info['qx2_gt_aid']
gf_aids = cfgres_info['qx2_gf_aid']
qx2_gt_timedelta = ibs.get_annot_pair_timdelta(qaids, gt_aids)
qx2_gf_timedelta = ibs.get_annot_pair_timdelta(qaids, gf_aids)
col_name_list = [
'qaids',
'qx2_gt_aid',
'qx2_gf_aid',
'qx2_gt_timedelta',
'qx2_gf_timedelta',
]
col_types_dict = {}
col_getter_dict = {}
col_getter_dict.update(**cfgres_info)
col_getter_dict['qaids'] = testres.qaids
col_getter_dict['qx2_gt_timedelta'] = qx2_gt_timedelta
col_getter_dict['qx2_gf_timedelta'] = qx2_gf_timedelta
col_bgrole_dict = {}
col_ider_dict = {}
col_setter_dict = {}
editable_colnames = []
sortby = 'qaids'
def get_thumb_size():
return 128
col_width_dict = {}
custom_api = guitool.CustomAPI(col_name_list, col_types_dict,
col_getter_dict, col_bgrole_dict,
col_ider_dict, col_setter_dict,
editable_colnames, sortby, get_thumb_size,
True, col_width_dict)
#headers = custom_api.make_headers(tblnice='results')
#print(ut.dict_str(headers))
wgt = guitool.APIItemWidget()
wgt.connect_api(custom_api)
return wgt
def make_test_result_custom_api(ibs, testres):
import guitool
guitool.ensure_qapp()
cfgx = 0
cfgres_info = testres.cfgx2_cfgresinfo[cfgx]
qaids = testres.qaids
gt_aids = cfgres_info['qx2_gt_aid']
gf_aids = cfgres_info['qx2_gf_aid']
qx2_gt_timedelta = ibs.get_annot_pair_timdelta(qaids, gt_aids)
qx2_gf_timedelta = ibs.get_annot_pair_timdelta(qaids, gf_aids)
col_name_list = [
'qaids',
'qx2_gt_aid',
'qx2_gf_aid',
'qx2_gt_timedelta',
'qx2_gf_timedelta',
]
col_types_dict = {}
col_getter_dict = {}
col_getter_dict.update(**cfgres_info)
col_getter_dict['qaids'] = testres.qaids
col_getter_dict['qx2_gt_timedelta'] = qx2_gt_timedelta
col_getter_dict['qx2_gf_timedelta'] = qx2_gf_timedelta
col_bgrole_dict = {}
col_ider_dict = {}
col_setter_dict = {}
editable_colnames = []
sortby = 'qaids'
def get_thumb_size():
return 128
col_width_dict = {}
custom_api = guitool.CustomAPI(
col_name_list, col_types_dict, col_getter_dict,
col_bgrole_dict, col_ider_dict, col_setter_dict,
editable_colnames, sortby, get_thumb_size, True, col_width_dict)
#headers = custom_api.make_headers(tblnice='results')
#print(ut.dict_str(headers))
wgt = guitool.APIItemWidget()
wgt.connect_api(custom_api)
return wgt
def setup_dummy_menus():
r"""
CommandLine:
python -m ibeis.gui.guimenus --test-setup_dummy_menus
Example:
>>> # DISABLE_DOCTEST
>>> from ibeis.gui.guimenus import * # NOQA
>>> result = setup_dummy_menus()
>>> print(result)
"""
#import unittest
import guitool as gt
gt.ensure_qapp() # must be ensured before any embeding
mainwin = gt.QtWidgets.QMainWindow()
back = DummyBack()
import mock
mainwin.expand_names_tree = mock.Mock
setup_menus(mainwin, back)
mainwin.show()
mainwin.resize(600, 100)
#ut.embed()
gt.qtapp_loop(mainwin, frequency=100)
def setup_dummy_menus():
r"""
CommandLine:
python -m ibeis.gui.guimenus --test-setup_dummy_menus
Example:
>>> # DISABLE_DOCTEST
>>> from ibeis.gui.guimenus import * # NOQA
>>> result = setup_dummy_menus()
>>> print(result)
"""
#import unittest
import guitool
guitool.ensure_qapp() # must be ensured before any embeding
mainwin = guitool.QtGui.QMainWindow()
back = DummyBack()
import mock
mainwin.expand_names_tree = mock.Mock
setup_menus(mainwin, back)
mainwin.show()
mainwin.resize(600, 100)
#ut.embed()
guitool.qtapp_loop(mainwin, frequency=100)
def make_metadata_custom_api(metadata):
r"""
CommandLine:
python -m ibeis.expt.experiment_drawing --test-make_metadata_custom_api --show
Example:
>>> # DISABLE_DOCTEST
>>> from ibeis.expt.experiment_drawing import * # NOQA
>>> import guitool
>>> guitool.ensure_qapp()
>>> metadata_fpath = '/media/raid/work/Elephants_drop1_ears/_ibsdb/figures/result_metadata.shelf'
>>> metadata = ResultMetadata(metadata_fpath, autoconnect=True)
>>> wgt = make_metadata_custom_api(metadata)
>>> ut.quit_if_noshow()
>>> wgt.show()
>>> wgt.raise_()
>>> guitool.qtapp_loop(wgt, frequency=100)
"""
import guitool
from guitool.__PYQT__ import QtCore
class MetadataViewer(guitool.APIItemWidget):
def __init__(wgt,
parent=None,
tblnice='Result Metadata Viewer',
**kwargs):
guitool.APIItemWidget.__init__(wgt,
parent=parent,
tblnice=tblnice,
**kwargs)
wgt.connect_signals_and_slots()
@guitool.slot_(QtCore.QModelIndex)
def _on_doubleclick(wgt, qtindex):
print('[wgt] _on_doubleclick: ')
col = qtindex.column()
if wgt.api.col_edit_list[col]:
print('do nothing special for editable columns')
return
model = qtindex.model()
colname = model.get_header_name(col)
if colname.endswith('fpath'):
print('showing fpath')
fpath = model.get_header_data(colname, qtindex)
ut.startfile(fpath)
def connect_signals_and_slots(wgt):
#wgt.view.clicked.connect(wgt._on_click)
wgt.view.doubleClicked.connect(wgt._on_doubleclick)
#wgt.view.pressed.connect(wgt._on_pressed)
#wgt.view.activated.connect(wgt._on_activated)
guitool.ensure_qapp()
#cfgstr_list = metadata
col_name_list, column_list = metadata.get_square_data()
# Priority of column names
colname_priority = [
'qaids', 'qx2_gt_rank', 'qx2_gt_timedelta', 'qx2_gf_timedelta',
'analysis_fpath', 'qx2_gt_raw_score', 'qx2_gf_raw_score'
]
colname_priority += sorted(
ut.setdiff_ordered(col_name_list, colname_priority))
sortx = ut.priority_argsort(col_name_list, colname_priority)
col_name_list = ut.take(col_name_list, sortx)
column_list = ut.take(column_list, sortx)
col_lens = list(map(len, column_list))
print('col_name_list = %r' % (col_name_list, ))
print('col_lens = %r' % (col_lens, ))
assert len(col_lens) > 0, 'no columns'
assert col_lens[0] > 0, 'no rows'
assert all([len_ == col_lens[0] for len_ in col_lens]), 'inconsistant data'
col_types_dict = {}
col_getter_dict = dict(zip(col_name_list, column_list))
col_bgrole_dict = {}
col_ider_dict = {}
col_setter_dict = {}
col_nice_dict = {name: name.replace('qx2_', '') for name in col_name_list}
col_nice_dict.update({
'qx2_gt_timedelta': 'GT TimeDelta',
'qx2_gf_timedelta': 'GF TimeDelta',
'qx2_gt_rank': 'GT Rank',
})
editable_colnames = []
sortby = 'qaids'
def get_thumb_size():
return 128
col_width_dict = {}
custom_api = guitool.CustomAPI(col_name_list,
col_types_dict,
col_getter_dict,
col_bgrole_dict,
col_ider_dict,
col_setter_dict,
editable_colnames,
sortby,
get_thumb_size,
sort_reverse=True,
col_width_dict=col_width_dict,
col_nice_dict=col_nice_dict)
#headers = custom_api.make_headers(tblnice='results')
#print(ut.dict_str(headers))
wgt = MetadataViewer()
wgt.connect_api(custom_api)
return wgt
def demo_classes(pblm):
r"""
CommandLine:
python -m ibeis.algo.verif.vsone demo_classes --saveparts --save=classes.png --clipwhite
python -m ibeis.algo.verif.vsone demo_classes --saveparts --save=figures/classes.png --clipwhite --dpath=~/latex/crall-iccv-2017
Example:
>>> # DISABLE_DOCTEST
>>> from ibeis.algo.verif.vsone import * # NOQA
>>> pblm = OneVsOneProblem.from_empty(defaultdb='PZ_PB_RF_TRAIN')
>>> pblm.load_features()
>>> pblm.load_samples()
>>> pblm.build_feature_subsets()
>>> pblm.demo_classes()
>>> ut.show_if_requested()
"""
task_key = 'match_state'
labels = pblm.samples.subtasks[task_key]
pb_labels = pblm.samples.subtasks['photobomb_state']
classname_offset = {
POSTV: 0,
NEGTV: 0,
INCMP: 0,
}
class_name = POSTV
class_name = NEGTV
class_name = INCMP
feats = pblm.samples.X_dict['learn(sum,glob)']
offset = 0
class_to_edge = {}
for class_name in labels.class_names:
print('Find example of %r' % (class_name, ))
# Find an example of each class (that is not a photobomb)
pbflags = pb_labels.indicator_df['notpb']
flags = labels.indicator_df[class_name]
assert np.all(pbflags.index == flags.index)
flags = flags & pbflags
ratio = feats['sum(ratio)']
if class_name == INCMP:
# flags &= feats['global(delta_yaw)'] > 3
flags &= feats['global(delta_view)'] > 2
# flags &= feats['sum(ratio)'] > 0
if class_name == NEGTV:
low = ratio[flags].max()
flags &= feats['sum(ratio)'] >= low
if class_name == POSTV:
low = ratio[flags].median() / 2
high = ratio[flags].median()
flags &= feats['sum(ratio)'] < high
flags &= feats['sum(ratio)'] > low
# flags &= pblm.samples.simple_scores[flags]['score_lnbnn_1vM'] > 0
idxs = np.where(flags)[0]
print('Found %d candidates' % (len(idxs)))
offset = classname_offset[class_name]
idx = idxs[offset]
series = labels.indicator_df.iloc[idx]
assert series[class_name]
edge = series.name
class_to_edge[class_name] = edge
import plottool as pt
import guitool as gt
gt.ensure_qapp()
pt.qtensure()
fnum = 1
pt.figure(fnum=fnum, pnum=(1, 3, 1))
pnum_ = pt.make_pnum_nextgen(1, 3)
# classname_alias = {
# POSTV: 'positive',
# NEGTV: 'negative',
# INCMP: 'incomparable',
# }
ibs = pblm.infr.ibs
for class_name in class_to_edge.keys():
edge = class_to_edge[class_name]
aid1, aid2 = edge
# alias = classname_alias[class_name]
print('class_name = %r' % (class_name, ))
annot1 = ibs.annots([aid1])[0]._make_lazy_dict()
annot2 = ibs.annots([aid2])[0]._make_lazy_dict()
vt.matching.ensure_metadata_normxy(annot1)
vt.matching.ensure_metadata_normxy(annot2)
match = vt.PairwiseMatch(annot1, annot2)
cfgdict = pblm.hyper_params.vsone_match.asdict()
match.apply_all(cfgdict)
pt.figure(fnum=fnum, pnum=pnum_())
match.show(show_ell=False, show_ori=False)
def make_metadata_custom_api(metadata):
r"""
CommandLine:
python -m ibeis.expt.experiment_drawing --test-make_metadata_custom_api --show
Example:
>>> # DISABLE_DOCTEST
>>> from ibeis.expt.experiment_drawing import * # NOQA
>>> import guitool
>>> guitool.ensure_qapp()
>>> metadata_fpath = '/media/raid/work/Elephants_drop1_ears/_ibsdb/figures/result_metadata.shelf'
>>> metadata = test_result.ResultMetadata(metadata_fpath, autoconnect=True)
>>> wgt = make_metadata_custom_api(metadata)
>>> ut.quit_if_noshow()
>>> wgt.show()
>>> wgt.raise_()
>>> guitool.qtapp_loop(wgt, frequency=100)
"""
import guitool
from guitool.__PYQT__ import QtCore
class MetadataViewer(guitool.APIItemWidget):
def __init__(wgt, parent=None, tblnice='Result Metadata Viewer', **kwargs):
guitool.APIItemWidget.__init__(wgt, parent=parent, tblnice=tblnice, **kwargs)
wgt.connect_signals_and_slots()
@guitool.slot_(QtCore.QModelIndex)
def _on_doubleclick(wgt, qtindex):
print('[wgt] _on_doubleclick: ')
col = qtindex.column()
if wgt.api.col_edit_list[col]:
print('do nothing special for editable columns')
return
model = qtindex.model()
colname = model.get_header_name(col)
if colname.endswith('fpath'):
print('showing fpath')
fpath = model.get_header_data(colname, qtindex)
ut.startfile(fpath)
def connect_signals_and_slots(wgt):
#wgt.view.clicked.connect(wgt._on_click)
wgt.view.doubleClicked.connect(wgt._on_doubleclick)
#wgt.view.pressed.connect(wgt._on_pressed)
#wgt.view.activated.connect(wgt._on_activated)
guitool.ensure_qapp()
#cfgstr_list = metadata
col_name_list, column_list = metadata.get_square_data()
# Priority of column names
colname_priority = ['qaids', 'qx2_gt_rank', 'qx2_gt_timedelta',
'qx2_gf_timedelta', 'analysis_fpath',
'qx2_gt_raw_score', 'qx2_gf_raw_score']
colname_priority += sorted(ut.setdiff_ordered(col_name_list, colname_priority))
sortx = ut.priority_argsort(col_name_list, colname_priority)
col_name_list = ut.take(col_name_list, sortx)
column_list = ut.take(column_list, sortx)
col_lens = list(map(len, column_list))
print('col_name_list = %r' % (col_name_list,))
print('col_lens = %r' % (col_lens,))
assert len(col_lens) > 0, 'no columns'
assert col_lens[0] > 0, 'no rows'
assert all([len_ == col_lens[0] for len_ in col_lens]), 'inconsistant data'
col_types_dict = {}
col_getter_dict = dict(zip(col_name_list, column_list))
col_bgrole_dict = {}
col_ider_dict = {}
col_setter_dict = {}
col_nice_dict = {name: name.replace('qx2_', '') for name in col_name_list}
col_nice_dict.update({
'qx2_gt_timedelta': 'GT TimeDelta',
'qx2_gf_timedelta': 'GF TimeDelta',
'qx2_gt_rank': 'GT Rank',
})
editable_colnames = []
sortby = 'qaids'
def get_thumb_size():
return 128
col_width_dict = {}
custom_api = guitool.CustomAPI(
col_name_list, col_types_dict, col_getter_dict,
col_bgrole_dict, col_ider_dict, col_setter_dict,
editable_colnames, sortby, get_thumb_size,
sort_reverse=True,
col_width_dict=col_width_dict,
col_nice_dict=col_nice_dict
)
#headers = custom_api.make_headers(tblnice='results')
#print(ut.dict_str(headers))
wgt = MetadataViewer()
wgt.connect_api(custom_api)
return wgt
def simple_thumbnail_widget():
r"""
Very simple example to test thumbnails
CommandLine:
python -m guitool.api_thumb_delegate --test-simple_thumbnail_widget --show
python -m guitool.api_thumb_delegate --test-simple_thumbnail_widget --show --tb
Example:
>>> # GUI_DOCTEST
>>> from guitool.api_thumb_delegate import * # NOQA
>>> import guitool
>>> guitool.ensure_qapp() # must be ensured before any embeding
>>> wgt = simple_thumbnail_widget()
>>> ut.quit_if_noshow()
>>> wgt.show()
>>> guitool.qtapp_loop(wgt, frequency=100)
"""
import guitool
guitool.ensure_qapp()
col_name_list = ['rowid', 'image_name', 'thumb']
col_types_dict = {
'thumb': 'PIXMAP',
}
guitool_test_thumbdir = ut.ensure_app_resource_dir('guitool', 'thumbs')
ut.delete(guitool_test_thumbdir)
ut.ensuredir(guitool_test_thumbdir)
import vtool as vt
from os.path import join
def thumb_getter(id_, thumbsize=128):
""" Thumb getters must conform to thumbtup structure """
#print(id_)
if id_ == 'doesnotexist.jpg':
return None
img_path = None
img_size = (100, 100)
else:
img_path = ut.grab_test_imgpath(id_, verbose=False)
img_size = vt.open_image_size(img_path)
thumb_path = join(guitool_test_thumbdir, ut.hashstr(str(img_path)) + '.jpg')
if id_ == 'carl.jpg':
bbox_list = [(10, 10, 200, 200)]
theta_list = [0]
elif id_ == 'lena.png':
#bbox_list = [(10, 10, 200, 200)]
bbox_list = [None]
theta_list = [None]
else:
bbox_list = []
theta_list = []
thumbtup = (thumb_path, img_path, img_size, bbox_list, theta_list)
#print('thumbtup = %r' % (thumbtup,))
return thumbtup
#return None
#imgname_list = sorted(ut.TESTIMG_URL_DICT.keys())
imgname_list = ['carl.jpg', 'lena.png', 'patsy.jpg']
imgname_list += ['doesnotexist.jpg']
col_getter_dict = {
'rowid': list(range(len(imgname_list))),
'image_name': imgname_list,
'thumb': thumb_getter
}
col_ider_dict = {
'thumb': 'image_name',
}
col_setter_dict = {}
editable_colnames = []
sortby = 'rowid'
get_thumb_size = lambda: 128 # NOQA
col_width_dict = {}
col_bgrole_dict = {}
api = guitool.CustomAPI(
col_name_list, col_types_dict, col_getter_dict,
col_bgrole_dict, col_ider_dict, col_setter_dict,
editable_colnames, sortby, get_thumb_size, True, col_width_dict)
headers = api.make_headers(tblnice='Utool Test Images')
wgt = guitool.APIItemWidget()
wgt.change_headers(headers)
wgt.resize(600, 400)
#guitool.qtapp_loop(qwin=wgt, ipy=ipy, frequency=loop_freq)
return wgt
def draw_results(ibs, testres):
r"""
Draws results from an experiment harness run.
Rows store different qaids (query annotation ids)
Cols store different configurations (algorithm parameters)
Args:
testres (TestResult):
CommandLine:
python dev.py -t custom:rrvsone_on=True,constrained_coeff=0 custom --qaid 12 --db PZ_MTEST --show --va
python dev.py -t custom:rrvsone_on=True,constrained_coeff=.3 custom --qaid 12 --db PZ_MTEST --show --va --noqcache
python dev.py -t custom:rrvsone_on=True custom --qaid 4 --db PZ_MTEST --show --va --noqcache
python dev.py -t custom:rrvsone_on=True,grid_scale_factor=1 custom --qaid 12 --db PZ_MTEST --show --va --noqcache
python dev.py -t custom:rrvsone_on=True,grid_scale_factor=1,grid_steps=1 custom --qaid 12 --db PZ_MTEST --show --va --noqcache
CommandLine:
python dev.py -t best --db seals2 --allgt --vz --fig-dname query_analysis_easy --show
python dev.py -t best --db seals2 --allgt --vh --fig-dname query_analysis_hard --show
python dev.py -t pyrscale --db PZ_MTEST --allgt --vn --fig-dname query_analysis_interesting --show
python dev.py -t pyrscale --db testdb3 --allgt --vn --fig-dname query_analysis_interesting --vf
python dev.py -t pyrscale --db testdb3 --allgt --vn --fig-dname query_analysis_interesting --vf --quality
python -m ibeis.expt.experiment_drawing --test-draw_results --show --vn
python -m ibeis.expt.experiment_drawing --test-draw_results --show --vn --db PZ_MTEST
python -m ibeis.expt.old_storage --test-draw_results --show --db PZ_MTEST --gv
Example:
>>> # DISABLE_DOCTEST
>>> from ibeis.expt.old_storage import * # NOQA
>>> from ibeis.init import main_helpers
>>> ibs, testres = main_helpers.testdata_expts('PZ_MTEST')
>>> result = draw_results(ibs, testres)
>>> # verify results
>>> print(result)
"""
print(' --- DRAW RESULTS ---')
# It is very inefficient to turn off caching when view_all is true
figdir = ibs.get_fig_dir()
ut.ensuredir(figdir)
if ut.get_argflag(('--view-fig-directory', '--vf')):
ut.view_directory(figdir)
figdir_suffix = ut.get_argval('--fig-dname', type_=str, default=None)
from os.path import join
if figdir_suffix is not None:
figdir = join(figdir, figdir_suffix)
ut.ensuredir(figdir)
#gx2_gt_timedelta
# cfgres_info['qx2_gf_timedelta'] = qx2_gf_timedelta
metadata_fpath = join(figdir, 'result_metadata.shelf')
metadata = ResultMetadata(metadata_fpath)
#metadata.rrr()
metadata.connect()
metadata.sync_test_results(testres)
#cfgstr = qreq_.get_cfgstr()
#cfg_metadata = ensure_item(metadata, cfgstr, {})
#avuuids = ibs.get_annot_visual_uuids(qaids)
#avuuid2_ax = ensure_item(cfg_metadata, 'avuuid2_ax', {})
#cfg_columns = ensure_item(cfg_metadata, 'columns', {})
#import guitool
# ut.argv_flag_dec(draw_rank_cdf)(ibs, testres)
# VIZ_INDIVIDUAL_RESULTS = True
# if VIZ_INDIVIDUAL_RESULTS:
# draw_match_cases(ibs, testres, metadata=metadata)
metadata.write()
if ut.get_argflag(('--guiview', '--gv')):
import guitool
guitool.ensure_qapp()
#wgt = make_test_result_custom_api(ibs, testres)
wgt = make_metadata_custom_api(metadata)
wgt.show()
wgt.raise_()
guitool.qtapp_loop(wgt, frequency=100)
metadata.close()
if ut.NOT_QUIET:
print('[DRAW_RESULT] EXIT EXPERIMENT HARNESS')
def draw_results(ibs, testres):
r"""
Draws results from an experiment harness run.
Rows store different qaids (query annotation ids)
Cols store different configurations (algorithm parameters)
Args:
testres (TestResult):
CommandLine:
python dev.py -t custom:rrvsone_on=True,constrained_coeff=0 custom --qaid 12 --db PZ_MTEST --show --va
python dev.py -t custom:rrvsone_on=True,constrained_coeff=.3 custom --qaid 12 --db PZ_MTEST --show --va --noqcache
python dev.py -t custom:rrvsone_on=True custom --qaid 4 --db PZ_MTEST --show --va --noqcache
python dev.py -t custom:rrvsone_on=True,grid_scale_factor=1 custom --qaid 12 --db PZ_MTEST --show --va --noqcache
python dev.py -t custom:rrvsone_on=True,grid_scale_factor=1,grid_steps=1 custom --qaid 12 --db PZ_MTEST --show --va --noqcache
CommandLine:
python dev.py -t best --db seals2 --allgt --vz --fig-dname query_analysis_easy --show
python dev.py -t best --db seals2 --allgt --vh --fig-dname query_analysis_hard --show
python dev.py -t pyrscale --db PZ_MTEST --allgt --vn --fig-dname query_analysis_interesting --show
python dev.py -t pyrscale --db testdb3 --allgt --vn --fig-dname query_analysis_interesting --vf
python dev.py -t pyrscale --db testdb3 --allgt --vn --fig-dname query_analysis_interesting --vf --quality
python -m ibeis.expt.experiment_drawing --test-draw_results --show --vn
python -m ibeis.expt.experiment_drawing --test-draw_results --show --vn --db PZ_MTEST
python -m ibeis.expt.old_storage --test-draw_results --show --db PZ_MTEST --gv
Example:
>>> # DISABLE_DOCTEST
>>> from ibeis.expt.old_storage import * # NOQA
>>> from ibeis.init import main_helpers
>>> ibs, testres = main_helpers.testdata_expts('PZ_MTEST')
>>> result = draw_results(ibs, testres)
>>> # verify results
>>> print(result)
"""
print(' --- DRAW RESULTS ---')
# It is very inefficient to turn off caching when view_all is true
figdir = ibs.get_fig_dir()
ut.ensuredir(figdir)
if ut.get_argflag(('--view-fig-directory', '--vf')):
ut.view_directory(figdir)
figdir_suffix = ut.get_argval('--fig-dname', type_=str, default=None)
from os.path import join
if figdir_suffix is not None:
figdir = join(figdir, figdir_suffix)
ut.ensuredir(figdir)
#gx2_gt_timedelta
# cfgres_info['qx2_gf_timedelta'] = qx2_gf_timedelta
metadata_fpath = join(figdir, 'result_metadata.shelf')
metadata = ResultMetadata(metadata_fpath)
#metadata.rrr()
metadata.connect()
metadata.sync_test_results(testres)
#cfgstr = qreq_.get_cfgstr()
#cfg_metadata = ensure_item(metadata, cfgstr, {})
#avuuids = ibs.get_annot_visual_uuids(qaids)
#avuuid2_ax = ensure_item(cfg_metadata, 'avuuid2_ax', {})
#cfg_columns = ensure_item(cfg_metadata, 'columns', {})
#import guitool
# ut.argv_flag_dec(draw_rank_cdf)(ibs, testres)
# VIZ_INDIVIDUAL_RESULTS = True
# if VIZ_INDIVIDUAL_RESULTS:
# draw_match_cases(ibs, testres, metadata=metadata)
metadata.write()
if ut.get_argflag(('--guiview', '--gv')):
import guitool
guitool.ensure_qapp()
#wgt = make_test_result_custom_api(ibs, testres)
wgt = make_metadata_custom_api(metadata)
wgt.show()
wgt.raise_()
guitool.qtapp_loop(wgt, frequency=100)
metadata.close()
if ut.NOT_QUIET:
print('[DRAW_RESULT] EXIT EXPERIMENT HARNESS')