"""Contains data helper functions.""" import json import codecs import os import tarfile import time from threading import Thread from multiprocessing import Process, Manager, Value from paddle.dataset.common import md5file def read_manifest(manifest_path, max_duration=float('inf'), min_duration=0.0): """Load and parse manifest file. Instances with durations outside [min_duration, max_duration] will be filtered out. :param manifest_path: Manifest file to load and parse. :type manifest_path: str :param max_duration: Maximal duration in seconds for instance filter. :type max_duration: float :param min_duration: Minimal duration in seconds for instance filter. :type min_duration: float :return: Manifest parsing results. List of dict. :rtype: list :raises IOError: If failed to parse the manifest. """ manifest = [] for json_line in codecs.open(manifest_path, 'r', 'utf-8'): try: json_data = json.loads(json_line) except Exception as e: raise IOError("Error reading manifest: %s" % str(e)) if (json_data["duration"] <= max_duration and json_data["duration"] >= min_duration): manifest.append(json_data) return manifest def getfile_insensitive(path): """Get the actual file path when given insensitive filename.""" directory, filename = os.path.split(path) directory, filename = (directory or '.'), filename.lower() for f in os.listdir(directory): newpath = os.path.join(directory, f) if os.path.isfile(newpath) and f.lower() == filename: return newpath def download_multi(url, target_dir, extra_args): """Download multiple files from url to target_dir.""" if not os.path.exists(target_dir): os.makedirs(target_dir) print("Downloading %s ..." % url) ret_code = os.system("wget -c " + url + ' ' + extra_args + " -P " + target_dir) return ret_code def download(url, md5sum, target_dir): """Download file from url to target_dir, and check md5sum.""" if not os.path.exists(target_dir): os.makedirs(target_dir) filepath = os.path.join(target_dir, url.split("/")[-1]) if not (os.path.exists(filepath) and md5file(filepath) == md5sum): print("Downloading %s ..." % url) os.system("wget -c " + url + " -P " + target_dir) print("\nMD5 Chesksum %s ..." % filepath) if not md5file(filepath) == md5sum: raise RuntimeError("MD5 checksum failed.") else: print("File exists, skip downloading. (%s)" % filepath) return filepath def unpack(filepath, target_dir, rm_tar=False): """Unpack the file to the target_dir.""" print("Unpacking %s ..." % filepath) tar = tarfile.open(filepath) tar.extractall(target_dir) tar.close() if rm_tar == True: os.remove(filepath) class XmapEndSignal(): pass