def _date_list(gid_list):
unixtime_list = ibs.get_image_unixtime(gid_list)
datetime_list = [
ut.unixtime_to_datetimestr(unixtime)
if unixtime is not None else
'UNKNOWN'
for unixtime in unixtime_list
]
datetime_split_list = [ datetime.split(' ') for datetime in datetime_list ]
date_list = [ datetime_split[0] if len(datetime_split) == 2 else 'UNKNOWN' for datetime_split in datetime_split_list ]
return date_list
def view_imagesets():
ibs = current_app.ibs
filtered = True
imgsetid = request.args.get('imgsetid', '')
if len(imgsetid) > 0:
imgsetid_list = imgsetid.strip().split(',')
imgsetid_list = [ None if imgsetid_ == 'None' or imgsetid_ == '' else int(imgsetid_) for imgsetid_ in imgsetid_list ]
else:
imgsetid_list = ibs.get_valid_imgsetids()
filtered = False
start_time_posix_list = ibs.get_imageset_start_time_posix(imgsetid_list)
datetime_list = [
ut.unixtime_to_datetimestr(start_time_posix)
if start_time_posix is not None else
'Unknown'
for start_time_posix in start_time_posix_list
]
gids_list = [ ibs.get_valid_gids(imgsetid=imgsetid_) for imgsetid_ in imgsetid_list ]
aids_list = [ ut.flatten(ibs.get_image_aids(gid_list)) for gid_list in gids_list ]
images_reviewed_list = [ appf.imageset_image_processed(ibs, gid_list) for gid_list in gids_list ]
annots_reviewed_viewpoint_list = [ appf.imageset_annot_viewpoint_processed(ibs, aid_list) for aid_list in aids_list ]
annots_reviewed_quality_list = [ appf.imageset_annot_quality_processed(ibs, aid_list) for aid_list in aids_list ]
image_processed_list = [ images_reviewed.count(True) for images_reviewed in images_reviewed_list ]
annot_processed_viewpoint_list = [ annots_reviewed.count(True) for annots_reviewed in annots_reviewed_viewpoint_list ]
annot_processed_quality_list = [ annots_reviewed.count(True) for annots_reviewed in annots_reviewed_quality_list ]
reviewed_list = [ all(images_reviewed) and all(annots_reviewed_viewpoint) and all(annot_processed_quality) for images_reviewed, annots_reviewed_viewpoint, annot_processed_quality in zip(images_reviewed_list, annots_reviewed_viewpoint_list, annots_reviewed_quality_list) ]
imageset_list = zip(
imgsetid_list,
ibs.get_imageset_text(imgsetid_list),
ibs.get_imageset_num_gids(imgsetid_list),
image_processed_list,
ibs.get_imageset_num_aids(imgsetid_list),
annot_processed_viewpoint_list,
annot_processed_quality_list,
start_time_posix_list,
datetime_list,
reviewed_list,
)
imageset_list.sort(key=lambda t: t[7])
return appf.template('view', 'imagesets',
filtered=filtered,
imgsetid_list=imgsetid_list,
imgsetid_list_str=','.join(map(str, imgsetid_list)),
num_imgsetids=len(imgsetid_list),
imageset_list=imageset_list,
num_imagesets=len(imageset_list))
def get_timestats_dict(unixtime_list, full=True, isutc=False):
import utool as ut
unixtime_stats = ut.get_stats(unixtime_list, use_nan=True)
datetime_stats = {}
if unixtime_stats.get('empty_list', False):
datetime_stats = unixtime_stats
return datetime_stats
for key in ['max', 'min', 'mean']:
try:
datetime_stats[key] = ut.unixtime_to_datetimestr(
unixtime_stats[key], isutc=isutc)
except KeyError:
pass
except ValueError as ex:
datetime_stats[key] = 'NA'
except Exception as ex:
ut.printex(ex, keys=['key', 'unixtime_stats'])
raise
for key in ['std']:
try:
datetime_stats[key] = str(
ut.get_unix_timedelta(int(round(unixtime_stats[key]))))
except KeyError:
pass
except ValueError as ex:
datetime_stats[key] = 'NA'
try:
datetime_stats['range'] = str(
ut.get_unix_timedelta(
int(round(unixtime_stats['max'] - unixtime_stats['min']))))
except KeyError:
pass
except ValueError as ex:
datetime_stats['range'] = 'NA'
if full:
#unused_keys = (set(unixtime_stats.keys()) - set(datetime_stats.keys())
for key in ['nMax', 'num_nan', 'shape', 'nMin']:
datetime_stats[key] = unixtime_stats[key]
#print('Unused keys = %r' % (set(unixtime_stats.keys()) - set(datetime_stats.keys()),))
return datetime_stats
def get_timestats_dict(unixtime_list, full=True, isutc=False):
import utool as ut
unixtime_stats = ut.get_stats(unixtime_list, use_nan=True)
datetime_stats = {}
if unixtime_stats.get('empty_list', False):
datetime_stats = unixtime_stats
return datetime_stats
# elif unixtime_stats.get('num_nan', 0) == unixtime_stats.get('shape')[0]:
# datetime_stats = unixtime_stats
# return datetime_stats
for key in ['max', 'min', 'mean']:
try:
datetime_stats[key] = ut.unixtime_to_datetimestr(unixtime_stats[key], isutc=isutc)
except KeyError:
pass
except (ValueError, OSError) as ex:
datetime_stats[key] = 'NA'
except Exception as ex:
ut.printex(ex, keys=['key', 'unixtime_stats'])
raise
for key in ['std']:
try:
datetime_stats[key] = str(ut.get_unix_timedelta(int(round(unixtime_stats[key]))))
except KeyError:
pass
except (ValueError, OSError) as ex:
datetime_stats[key] = 'NA'
try:
datetime_stats['range'] = str(ut.get_unix_timedelta(int(round(unixtime_stats['max'] - unixtime_stats['min']))))
except KeyError:
pass
except (ValueError, OSError) as ex:
datetime_stats['range'] = 'NA'
if full:
#unused_keys = (set(unixtime_stats.keys()) - set(datetime_stats.keys())
for key in ['nMax', 'num_nan', 'shape', 'nMin']:
datetime_stats[key] = unixtime_stats[key]
#print('Unused keys = %r' % (set(unixtime_stats.keys()) - set(datetime_stats.keys()),))
return datetime_stats
def view_images():
ibs = current_app.ibs
filtered = True
imgsetid_list = []
gid = request.args.get('gid', '')
imgsetid = request.args.get('imgsetid', '')
page = max(0, int(request.args.get('page', 1)))
if len(gid) > 0:
gid_list = gid.strip().split(',')
gid_list = [ None if gid_ == 'None' or gid_ == '' else int(gid_) for gid_ in gid_list ]
elif len(imgsetid) > 0:
imgsetid_list = imgsetid.strip().split(',')
imgsetid_list = [ None if imgsetid_ == 'None' or imgsetid_ == '' else int(imgsetid_) for imgsetid_ in imgsetid_list ]
gid_list = ut.flatten([ ibs.get_valid_gids(imgsetid=imgsetid) for imgsetid_ in imgsetid_list ])
else:
gid_list = ibs.get_valid_gids()
filtered = False
# Page
page_start = min(len(gid_list), (page - 1) * appf.PAGE_SIZE)
page_end = min(len(gid_list), page * appf.PAGE_SIZE)
page_total = int(math.ceil(len(gid_list) / appf.PAGE_SIZE))
page_previous = None if page_start == 0 else page - 1
page_next = None if page_end == len(gid_list) else page + 1
gid_list = gid_list[page_start:page_end]
print('[web] Loading Page [ %d -> %d ] (%d), Prev: %s, Next: %s' % (page_start, page_end, len(gid_list), page_previous, page_next, ))
image_unixtime_list = ibs.get_image_unixtime(gid_list)
datetime_list = [
ut.unixtime_to_datetimestr(image_unixtime)
if image_unixtime is not None
else
'Unknown'
for image_unixtime in image_unixtime_list
]
image_list = zip(
gid_list,
[ ','.join(map(str, imgsetid_list_)) for imgsetid_list_ in ibs.get_image_imgsetids(gid_list) ],
ibs.get_image_gnames(gid_list),
image_unixtime_list,
datetime_list,
ibs.get_image_gps(gid_list),
ibs.get_image_party_tag(gid_list),
ibs.get_image_contributor_tag(gid_list),
ibs.get_image_notes(gid_list),
appf.imageset_image_processed(ibs, gid_list),
)
image_list.sort(key=lambda t: t[3])
return appf.template('view', 'images',
filtered=filtered,
imgsetid_list=imgsetid_list,
imgsetid_list_str=','.join(map(str, imgsetid_list)),
num_imgsetids=len(imgsetid_list),
gid_list=gid_list,
gid_list_str=','.join(map(str, gid_list)),
num_gids=len(gid_list),
image_list=image_list,
num_images=len(image_list),
page=page,
page_start=page_start,
page_end=page_end,
page_total=page_total,
page_previous=page_previous,
page_next=page_next)
