import json import os import os.path as op import errno import yaml from collections import OrderedDict try: from azfuse import File except ImportError: print("azfuse is not installed") def load_labelmap_file(labelmap_file): label_dict = None if labelmap_file.endswith('json'): label_dict = json.load(open(labelmap_file, 'r'))['label_to_idx'] label_dict = {key: val-1 for key, val in label_dict.items()} return label_dict if labelmap_file is not None and op.isfile(labelmap_file): label_dict = OrderedDict() with open(labelmap_file, 'r') as fp: for line in fp: label = line.strip().split('\t')[0] if label in label_dict: raise ValueError("Duplicate label " + label + " in labelmap.") else: label_dict[label] = len(label_dict) return label_dict def config_dataset_file(data_dir, dataset_file): if dataset_file: if op.isfile(dataset_file): dataset_file = dataset_file elif op.isfile(op.join(data_dir, dataset_file)): dataset_file = op.join(data_dir, dataset_file) else: raise ValueError("cannot find file: {}".format(dataset_file)) return dataset_file def load_linelist_file(linelist_file): if linelist_file is not None: line_list = [] with open(linelist_file, 'r') as fp: for i in fp: line_list.append(int(i.strip())) return line_list def load_box_linelist_file(linelist_file): if linelist_file is not None: img_line_list = [] box_line_list = [] with open(linelist_file, 'r') as fp: for i in fp: idx = [int(_) for _ in i.strip().split('\t')] img_line_list.append(idx[0]) box_line_list.append(idx[1]) return [img_line_list, box_line_list] def load_from_yaml_file(yaml_file): try: from azfuse import File with File.open(yaml_file, 'r') as fp: return yaml.load(fp.read(), Loader=yaml.CLoader) except ImportError: print("azfuse is not installed") with open(yaml_file, 'r') as fp: return yaml.load(fp, Loader=yaml.CLoader) def find_file_path_in_yaml(fname, root): if fname is not None: if op.isfile(fname): return fname elif op.isfile(op.join(root, fname)): return op.join(root, fname) else: raise FileNotFoundError( errno.ENOENT, os.strerror(errno.ENOENT), op.join(root, fname) )