# coding: utf8 from __future__ import unicode_literals import six import ftfy import sys import ujson import itertools from thinc.neural.util import copy_array try: import cPickle as pickle except ImportError: import pickle try: import copy_reg except ImportError: import copyreg as copy_reg try: from cupy.cuda.stream import Stream as CudaStream except ImportError: CudaStream = None try: import cupy except ImportError: cupy = None pickle = pickle copy_reg = copy_reg CudaStream = CudaStream cupy = cupy fix_text = ftfy.fix_text copy_array = copy_array izip = getattr(itertools, 'izip', zip) is_python2 = six.PY2 is_python3 = six.PY3 is_windows = sys.platform.startswith('win') is_linux = sys.platform.startswith('linux') is_osx = sys.platform == 'darwin' if is_python2: import imp bytes_ = str unicode_ = unicode basestring_ = basestring input_ = raw_input json_dumps = lambda data: ujson.dumps(data, indent=2, escape_forward_slashes=False).decode('utf8') path2str = lambda path: str(path).decode('utf8') elif is_python3: import importlib.util bytes_ = bytes unicode_ = str basestring_ = str input_ = input json_dumps = lambda data: ujson.dumps(data, indent=2, escape_forward_slashes=False) path2str = lambda path: str(path) def b_to_str(b_str): if is_python2: return b_str # important: if no encoding is set, string becomes "b'...'" return str(b_str, encoding='utf8') def getattr_(obj, name, *default): if is_python3 and isinstance(name, bytes): name = name.decode('utf8') return getattr(obj, name, *default) def symlink_to(orig, dest): if is_python2 and is_windows: import subprocess subprocess.call(['mklink', '/d', path2str(orig), path2str(dest)], shell=True) else: orig.symlink_to(dest) def is_config(python2=None, python3=None, windows=None, linux=None, osx=None): return ((python2 == None or python2 == is_python2) and (python3 == None or python3 == is_python3) and (windows == None or windows == is_windows) and (linux == None or linux == is_linux) and (osx == None or osx == is_osx)) def normalize_string_keys(old): '''Given a dictionary, make sure keys are unicode strings, not bytes.''' new = {} for key, value in old.items(): if isinstance(key, bytes_): new[key.decode('utf8')] = value else: new[key] = value return new def import_file(name, loc): loc = str(loc) if is_python2: return imp.load_source(name, loc) else: spec = importlib.util.spec_from_file_location(name, str(loc)) module = importlib.util.module_from_spec(spec) spec.loader.exec_module(module) return module