def main():
while len(images_to_show):
if get_new_image():
break
# Store results.
utils.write_bounding_boxes(
bounding_boxes,
labels_directory + args.file_name + '_bounding_box.json')
utils.write_labels(labels, labels_directory + args.file_name + '.csv')
from os import listdir
from autowebcompat import utils
labels_directory = 'label_persons/'
all_file_names = [f for f in listdir(labels_directory)]
labels_voted = {}
ydn_map = {'y': 0, 'd': 1, 'n': 2}
ydn_reverse_map = {0: 'y', 1: 'd', 2: 'n'}
for file_name in all_file_names:
labels = utils.read_labels(labels_directory + file_name)
for key, value in labels.items():
if key not in labels_voted.keys():
labels_voted[key] = [0, 0, 0]
labels_voted[key][ydn_map[value]] += 1
labels = {}
for key, values in labels_voted.items():
labels[key] = ydn_reverse_map[values.index(max(values))]
utils.write_labels(labels)
# The image are basically the same, except for advertisement or content.
def callback_d(e):
labels[current_image] = 'd'
get_new_image()
# The images are not the same.
def callback_n(e):
labels[current_image] = 'n'
get_new_image()
def callback_skip(e):
get_new_image()
def close(e):
root.quit()
get_new_image()
root.bind('y', callback_y)
root.bind('d', callback_d)
root.bind('n', callback_n)
root.bind('<Return>', callback_skip)
root.bind('<Escape>', close)
root.mainloop()
# Store results.
utils.write_labels(labels, labels_directory + args.file_name)
def test_write_labels(tmpdir):
label = {1: 1, 2: 2}
file_path = tmpdir.join("test.csv")
utils.write_labels(label, file_name=file_path)
assert (os.path.exists(file_path))
def test_write_labels():
label = {1: 1, 2: 2}
d = TemporaryDirectory()
file_path = d.name + "/test.csv"
utils.write_labels(label, file_name=file_path)
assert (os.path.exists(file_path))
def migrate_v1_to_v2():
def read_sequence(bug_id):
with open('data/%d.txt' % bug_id) as f:
return f.readlines()
def write_sequence(bug_id, data):
with open('./data/%d.txt' % bug_id, 'w') as f:
for i in range(len(data)):
for j in range(i + 1):
f.write(data[j])
f.write('\n')
all_data_files = os.listdir('data')
label_files = os.listdir('label_persons')
map_names = {}
for i in range(7):
map_names[i] = str(int((i + 1) * (i + 2) / 2 - 1))
for f in all_data_files:
if '.png' not in f:
continue
parts = f.split('_')
if len(parts) <= 2:
continue
bug_id = parts[0]
seq_no = int(parts[1])
browser = parts[2]
seq_no = map_names[seq_no]
new_name = utils.create_file_name(bug_id=bug_id, browser=browser, seq_no=seq_no)
os.rename(os.path.join('data', f), os.path.join('data', new_name))
for f in all_data_files:
if '.txt' not in f:
continue
bug_id = os.path.splitext(f)[0]
data = read_sequence(int(bug_id))
write_sequence(int(bug_id), data)
for f in label_files:
if 'csv' not in f:
continue
labels = utils.read_labels(os.path.join('label_persons', f))
new_labels = {}
for key, value in labels.items():
key_info = utils.parse_file_name(key)
if 'seq_no' not in key_info:
new_labels[key] = value
continue
key = key.replace('_%d' % key_info['seq_no'], '_%s' % map_names[key_info['seq_no']])
new_labels[key] = value
utils.write_labels(new_labels, os.path.join('label_persons', f))
for f in label_files:
if 'json' not in f:
continue
bounding_boxes = utils.read_bounding_boxes(os.path.join('label_persons', f))
new_bounding_boxes = {}
for key, value in bounding_boxes.items():
parts = key.split('_')
if len(parts) <= 2:
new_bounding_boxes[key] = value
continue
bug_id = parts[0]
seq_no = int(parts[1])
browser = parts[2]
seq_no = map_names[seq_no]
key = utils.create_file_name(bug_id=bug_id, browser=browser, seq_no=seq_no)
new_bounding_boxes[key] = value
utils.write_bounding_boxes(new_bounding_boxes, os.path.join('label_persons', f))
def test_write_labels(tmpdir):
label = {'1': '1', '2': '2'}
file_path = tmpdir.join('test.csv')
utils.write_labels(label, file_name=file_path)
assert (os.path.exists(file_path))
assert (label == utils.read_labels(file_name=file_path))