def _load_tasks(cls, input_path, args, label_config_file):
with io.open(label_config_file, encoding="utf8") as f:
label_config = f.read()
task_loader = Tasks()
if args.input_format == "json":
return task_loader.from_json_file(input_path)
if args.input_format == "json-dir":
return task_loader.from_dir_with_json_files(input_path)
input_data_tags = cls.get_input_data_tags(label_config)
if len(input_data_tags) > 1:
val = ",".join(tag.attrib.get("name") for tag in input_data_tags)
print("Warning! Multiple input data tags found: " + val +
". Only first one is used.")
elif len(input_data_tags) == 0:
raise ValueError(
'You\'ve specified input format "{fmt}" which requires label config being explicitly defined. '
"Please specify --label-config=path/to/config.xml or use --format=json or format=json_dir"
.format(fmt=args.input_format))
input_data_tag = input_data_tags[0]
data_key = input_data_tag.attrib.get("value").lstrip("$")
if args.input_format == "text":
return task_loader.from_text_file(input_path, data_key)
if args.input_format == "text-dir":
return task_loader.from_dir_with_text_files(input_path, data_key)
if args.input_format == "image-dir":
return task_loader.from_dir_with_image_files(input_path, data_key)
if args.input_format == "audio-dir":
return task_loader.from_dir_with_audio_files(input_path, data_key)
raise RuntimeError("Can't load tasks for input format={}".format(
args.input_format))
def _load_tasks(cls, input_path, args, label_config_file):
with io.open(label_config_file, encoding='utf8') as f:
label_config = f.read()
task_loader = Tasks()
if args.input_format == 'json':
return task_loader.from_json_file(input_path)
if args.input_format == 'json-dir':
return task_loader.from_dir_with_json_files(input_path)
config_input_tags = cls.get_config_input_tags(label_config)
if len(config_input_tags) > 1:
val = ",".join(tag.attrib.get("name") for tag in config_input_tags)
print('Warning! Multiple input data tags found: ' +
val + '. Only first one is used.')
elif len(config_input_tags) == 0:
raise ValueError(
'You\'ve specified input format "{fmt}" which requires label config being explicitly defined. '
'Please specify --label-config=path/to/config.xml or use --format=json or format=json_dir'.format(
fmt=args.input_format)
)
input_data_tag = config_input_tags[0]
data_key = input_data_tag.attrib.get('value').lstrip('$')
if args.input_format == 'text':
return task_loader.from_text_file(input_path, data_key)
if args.input_format == 'text-dir':
return task_loader.from_dir_with_text_files(input_path, data_key)
if args.input_format == 'image-dir':
return task_loader.from_dir_with_image_files(input_path, data_key)
if args.input_format == 'audio-dir':
return task_loader.from_dir_with_audio_files(input_path, data_key)
raise RuntimeError('Can\'t load tasks for input format={}'.format(args.input_format))
def _load_tasks(cls, input_path, args, label_config_file):
with io.open(label_config_file) as f:
label_config = f.read()
task_loader = Tasks()
if args.input_format == 'json':
return task_loader.from_json_file(input_path)
if args.input_format == 'json-dir':
return task_loader.from_dir_with_json_files(input_path)
input_data_tags = cls.get_input_data_tags(label_config)
data_key = Project._get_single_input_value(input_data_tags)
if args.input_format == 'text':
return task_loader.from_text_file(input_path, data_key)
if args.input_format == 'text-dir':
return task_loader.from_dir_with_text_files(input_path, data_key)
if args.input_format == 'image-dir':
return task_loader.from_dir_with_image_files(input_path, data_key)
if args.input_format == 'audio-dir':
return task_loader.from_dir_with_audio_files(input_path, data_key)
raise RuntimeError('Can\'t load tasks for input format={}'.format(args.input_format))