def next_query_slot(self):
"""
callback used when all interactions are completed.
Generates the next incremental query and then tries
the automatic interactions
"""
try:
# Generate the query result
item = six.next(self.inc_query_gen)
(ibs, cm, qreq_, incinfo) = item
# update incinfo
self.cm = cm
self.qreq_ = qreq_
self.incinfo = incinfo
incinfo['count'] += 1
automatch.run_until_name_decision_signal(ibs, cm, qreq_, incinfo=incinfo)
#import plottool as pt
#pt.present()
except StopIteration:
#TODO: close this figure
# incinfo['fnum']
print('NO MORE QUERIES. CLOSE DOWN WINDOWS AND DISPLAY DONE MESSAGE')
import plottool as pt
fig1 = pt.figure(fnum=511)
fig2 = pt.figure(fnum=512)
pt.close_figure(fig1)
pt.close_figure(fig2)
if 'finish_callback' in self.incinfo:
self.incinfo['update_callback']()
if 'finish_callback' in self.incinfo:
self.incinfo['finish_callback']()
pass
def test_incremental_query(
self, ibs_gt, ibs, aid_list1, aid1_to_aid2, num_initial=0, interactive_after=None, back=None
):
"""
Adds and queries new annotations one at a time with oracle guidance
"""
incinfo = self.incinfo
if back is not None:
self.setup_back_callbacks(back, incinfo)
self.ibs = ibs
incinfo["nTotal"] = len(aid_list1)
# incinfo['nTotal'] = len(aid_list1)
# Create test query generator
next_query_callback = self.incinfo["next_query_callback"] # NOQA
del self.incinfo["next_query_callback"]
self.inc_query_gen = automatch.test_generate_incremental_queries(
ibs_gt, ibs, aid_list1, aid1_to_aid2, num_initial, incinfo
)
# When in interactive mode it seems like the stack never gets out of hand
# but if the oracle is allowed to make decisions and emit signals like
# the user then we get into a maximum recursion limit.
incinfo["interactive"] = False
incinfo["use_oracle"] = True
hack_run_name_decision = False
with ut.Timer("test_incremental_query"):
for item in self.inc_query_gen:
(ibs, cm, qreq_, incinfo) = item
# update incinfo
self.cm = cm
self.qreq_ = qreq_
self.incinfo = incinfo
incinfo["count"] += 1
if incinfo.get("STOP", False):
print("STOP triggered")
interactive_after = incinfo["count"] - 1
incinfo["next_query_callback"] = next_query_callback
incinfo["use_oracle"] = False
incinfo["interactive"] = True
hack_run_name_decision = True
break
automatch.run_until_name_decision_signal(ibs, cm, qreq_, incinfo=incinfo)
# ut.embed()
if interactive_after is not None and incinfo["count"] > interactive_after:
# stop the automated queries and start interaction
print("Interactive after triggered")
incinfo["interactive"] = True
break
# BEGIN INTERACTIVE PART
# (this does nothing if inc_query_gen is exhausted)
# need to fix the incinfo dictionary
incinfo["next_query_callback"] = next_query_callback
incinfo["use_oracle"] = False
# incinfo['metatup'] = None
if hack_run_name_decision:
# need to rn this so STOP can trigger user interaction
automatch.run_until_name_decision_signal(ibs, cm, qreq_, incinfo=incinfo)
else:
incinfo["next_query_callback"]()
return incinfo["interactive"]
def next_query_slot(self):
"""
callback used when all interactions are completed.
Generates the next incremental query and then tries
the automatic interactions
"""
try:
# Generate the query result
item = six.next(self.inc_query_gen)
(ibs, cm, qreq_, incinfo) = item
# update incinfo
self.cm = cm
self.qreq_ = qreq_
self.incinfo = incinfo
incinfo['count'] += 1
automatch.run_until_name_decision_signal(ibs,
cm,
qreq_,
incinfo=incinfo)
#import plottool as pt
#pt.present()
except StopIteration:
#TODO: close this figure
# incinfo['fnum']
print(
'NO MORE QUERIES. CLOSE DOWN WINDOWS AND DISPLAY DONE MESSAGE')
import plottool as pt
fig1 = pt.figure(fnum=511)
fig2 = pt.figure(fnum=512)
pt.close_figure(fig1)
pt.close_figure(fig2)
if 'finish_callback' in self.incinfo:
self.incinfo['update_callback']()
if 'finish_callback' in self.incinfo:
self.incinfo['finish_callback']()
pass
def test_incremental_query(self,
ibs_gt,
ibs,
aid_list1,
aid1_to_aid2,
num_initial=0,
interactive_after=None,
back=None):
"""
Adds and queries new annotations one at a time with oracle guidance
"""
incinfo = self.incinfo
if back is not None:
self.setup_back_callbacks(back, incinfo)
self.ibs = ibs
incinfo['nTotal'] = len(aid_list1)
#incinfo['nTotal'] = len(aid_list1)
# Create test query generator
next_query_callback = self.incinfo['next_query_callback'] # NOQA
del self.incinfo['next_query_callback']
self.inc_query_gen = automatch.test_generate_incremental_queries(
ibs_gt, ibs, aid_list1, aid1_to_aid2, num_initial, incinfo)
# When in interactive mode it seems like the stack never gets out of hand
# but if the oracle is allowed to make decisions and emit signals like
# the user then we get into a maximum recursion limit.
incinfo['interactive'] = False
incinfo['use_oracle'] = True
hack_run_name_decision = False
with ut.Timer('test_incremental_query'):
for item in self.inc_query_gen:
(ibs, cm, qreq_, incinfo) = item
# update incinfo
self.cm = cm
self.qreq_ = qreq_
self.incinfo = incinfo
incinfo['count'] += 1
if incinfo.get('STOP', False):
print('STOP triggered')
interactive_after = incinfo['count'] - 1
incinfo['next_query_callback'] = next_query_callback
incinfo['use_oracle'] = False
incinfo['interactive'] = True
hack_run_name_decision = True
break
automatch.run_until_name_decision_signal(ibs,
cm,
qreq_,
incinfo=incinfo)
#ut.embed()
if interactive_after is not None and incinfo[
'count'] > interactive_after:
# stop the automated queries and start interaction
print('Interactive after triggered')
incinfo['interactive'] = True
break
# BEGIN INTERACTIVE PART
# (this does nothing if inc_query_gen is exhausted)
# need to fix the incinfo dictionary
incinfo['next_query_callback'] = next_query_callback
incinfo['use_oracle'] = False
#incinfo['metatup'] = None
if hack_run_name_decision:
# need to rn this so STOP can trigger user interaction
automatch.run_until_name_decision_signal(ibs,
cm,
qreq_,
incinfo=incinfo)
else:
incinfo['next_query_callback']()
return incinfo['interactive']
