python spacy TypeError: unpackb() got an unexpected keyword argument 'raw'
python spacy TypeError: unpackb() got an unexpected keyword argument 'raw'
我在 jupyter notebook 中使用 spacy 进行自然语言处理，代码如下。
# Import spacy
import spacy
# Instantiate the English model: nlp
nlp = spacy.load('en')
出现以下错误
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-32-3370ec3212e0> in <module>()
3
4 # Instantiate the English model: nlp
----> 5 nlp = spacy.load('en')
6
~\Anaconda3\lib\site-packages\spacy\__init__.py in load(name, **overrides)
13 if depr_path not in (True, False, None):
14 deprecation_warning(Warnings.W001.format(path=depr_path))
---> 15 return util.load_model(name, **overrides)
16
17
~\Anaconda3\lib\site-packages\spacy\util.py in load_model(name, **overrides)
110 if isinstance(name, basestring_): # in data dir / shortcut
111 if name in set([d.name for d in data_path.iterdir()]):
--> 112 return load_model_from_link(name, **overrides)
113 if is_package(name): # installed as package
114 return load_model_from_package(name, **overrides)
~\Anaconda3\lib\site-packages\spacy\util.py in load_model_from_link(name, **overrides)
127 except AttributeError:
128 raise IOError(Errors.E051.format(name=name))
--> 129 return cls.load(**overrides)
130
131
~\Anaconda3\lib\site-packages\spacy\data\en\__init__.py in load(**overrides)
10
11 def load(**overrides):
---> 12 return load_model_from_init_py(__file__, **overrides)
~\Anaconda3\lib\site-packages\spacy\util.py in load_model_from_init_py(init_file, **overrides)
171 if not model_path.exists():
172 raise IOError(Errors.E052.format(path=path2str(data_path)))
--> 173 return load_model_from_path(data_path, meta, **overrides)
174
175
~\Anaconda3\lib\site-packages\spacy\util.py in load_model_from_path(model_path, meta, **overrides)
154 component = nlp.create_pipe(name, config=config)
155 nlp.add_pipe(component, name=name)
--> 156 return nlp.from_disk(model_path)
157
158
~\Anaconda3\lib\site-packages\spacy\language.py in from_disk(self, path, disable)
651 if not (path / 'vocab').exists():
652 exclude['vocab'] = True
--> 653 util.from_disk(path, deserializers, exclude)
654 self._path = path
655 return self
~\Anaconda3\lib\site-packages\spacy\util.py in from_disk(path, readers, exclude)
509 for key, reader in readers.items():
510 if key not in exclude:
--> 511 reader(path / key)
512 return path
513
~\Anaconda3\lib\site-packages\spacy\language.py in <lambda>(p)
640 ('vocab', lambda p: (
641 self.vocab.from_disk(p) and _fix_pretrained_vectors_name(self))),
--> 642 ('tokenizer', lambda p: self.tokenizer.from_disk(p, vocab=False)),
643 ))
644 for name, proc in self.pipeline:
tokenizer.pyx in spacy.tokenizer.Tokenizer.from_disk()
tokenizer.pyx in spacy.tokenizer.Tokenizer.from_bytes()
~\Anaconda3\lib\site-packages\spacy\util.py in from_bytes(bytes_data, setters, exclude)
488
489 def from_bytes(bytes_data, setters, exclude):
--> 490 msg = msgpack.loads(bytes_data, raw=False)
491 for key, setter in setters.items():
492 if key not in exclude and key in msg:
~\Anaconda3\lib\site-packages\msgpack_numpy.py in unpackb(packed, **kwargs)
182 object_hook = kwargs.get('object_hook')
183 kwargs['object_hook'] = functools.partial(decode, chain=object_hook)
--> 184 return _unpackb(packed, **kwargs)
185
186 load = unpack
msgpack/_unpacker.pyx in msgpack._unpacker.unpackb()
TypeError: unpackb() got an unexpected keyword argument 'raw'
总结起来就是
TypeError: unpackb() got an unexpected keyword argument 'raw'
请注意：
我已经以管理员 python -m spacy download en 的身份在 anaconda 提示符下正确安装 link spacy.load('en')。
这是 anaconda 提示中的结果
(base) C:\WINDOWS\system32>python -m spacy download en
Requirement already satisfied: en_core_web_sm==2.0.0 from https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.0.0/en_core_web_sm-2.0.0.tar.gz#egg=en_core_web_sm==2.0.0 in c:\users\winsu\anaconda3\lib\site-packages (2.0.0)
Linking successful
C:\Users\winsu\Anaconda3\lib\site-packages\en_core_web_sm -->
C:\Users\winsu\Anaconda3\lib\site-packages\spacy\data\en
You can now load the model via spacy.load('en')
pip uninstall msgpack-python
pip install msgpack
请注意：我的提示恰好强调了 "regex version(2018.7.11) is incompatible with spacy which wants regex==2017.4.5" 但是我的 spacy 现在仍然可以正常工作！
顺便说一句，非常感谢@Ines Montani
我在 Windows 盒子上使用 Conda Python 3。安装 spacy 安装了 msgpack:
Local\Continuum\anaconda3>conda list
# packages in environment at C:\Users\akmm94\AppData\Local\Continuum\anaconda3:
#
# Name Version Build Channel
msgpack-python 0.5.1 py36he980bc4_0
我在执行以下操作时遇到了同样的错误：
import spacy
nlp = spacy.load('en')
错误：
TypeError: unpackb() got an unexpected keyword argument 'raw'
修复：重新安装 msgpack-python 使用：
conda install -c anaconda msgpack-python
此更新的 msgpack-python:
msgpack-python: 0.5.1-py36he980bc4_0 --> 0.5.6-py36he980bc4_1 anaconda
错误得到修复！
我在 jupyter notebook 中使用 spacy 进行自然语言处理，代码如下。
# Import spacy
import spacy
# Instantiate the English model: nlp
nlp = spacy.load('en')
出现以下错误
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-32-3370ec3212e0> in <module>()
3
4 # Instantiate the English model: nlp
----> 5 nlp = spacy.load('en')
6
~\Anaconda3\lib\site-packages\spacy\__init__.py in load(name, **overrides)
13 if depr_path not in (True, False, None):
14 deprecation_warning(Warnings.W001.format(path=depr_path))
---> 15 return util.load_model(name, **overrides)
16
17
~\Anaconda3\lib\site-packages\spacy\util.py in load_model(name, **overrides)
110 if isinstance(name, basestring_): # in data dir / shortcut
111 if name in set([d.name for d in data_path.iterdir()]):
--> 112 return load_model_from_link(name, **overrides)
113 if is_package(name): # installed as package
114 return load_model_from_package(name, **overrides)
~\Anaconda3\lib\site-packages\spacy\util.py in load_model_from_link(name, **overrides)
127 except AttributeError:
128 raise IOError(Errors.E051.format(name=name))
--> 129 return cls.load(**overrides)
130
131
~\Anaconda3\lib\site-packages\spacy\data\en\__init__.py in load(**overrides)
10
11 def load(**overrides):
---> 12 return load_model_from_init_py(__file__, **overrides)
~\Anaconda3\lib\site-packages\spacy\util.py in load_model_from_init_py(init_file, **overrides)
171 if not model_path.exists():
172 raise IOError(Errors.E052.format(path=path2str(data_path)))
--> 173 return load_model_from_path(data_path, meta, **overrides)
174
175
~\Anaconda3\lib\site-packages\spacy\util.py in load_model_from_path(model_path, meta, **overrides)
154 component = nlp.create_pipe(name, config=config)
155 nlp.add_pipe(component, name=name)
--> 156 return nlp.from_disk(model_path)
157
158
~\Anaconda3\lib\site-packages\spacy\language.py in from_disk(self, path, disable)
651 if not (path / 'vocab').exists():
652 exclude['vocab'] = True
--> 653 util.from_disk(path, deserializers, exclude)
654 self._path = path
655 return self
~\Anaconda3\lib\site-packages\spacy\util.py in from_disk(path, readers, exclude)
509 for key, reader in readers.items():
510 if key not in exclude:
--> 511 reader(path / key)
512 return path
513
~\Anaconda3\lib\site-packages\spacy\language.py in <lambda>(p)
640 ('vocab', lambda p: (
641 self.vocab.from_disk(p) and _fix_pretrained_vectors_name(self))),
--> 642 ('tokenizer', lambda p: self.tokenizer.from_disk(p, vocab=False)),
643 ))
644 for name, proc in self.pipeline:
tokenizer.pyx in spacy.tokenizer.Tokenizer.from_disk()
tokenizer.pyx in spacy.tokenizer.Tokenizer.from_bytes()
~\Anaconda3\lib\site-packages\spacy\util.py in from_bytes(bytes_data, setters, exclude)
488
489 def from_bytes(bytes_data, setters, exclude):
--> 490 msg = msgpack.loads(bytes_data, raw=False)
491 for key, setter in setters.items():
492 if key not in exclude and key in msg:
~\Anaconda3\lib\site-packages\msgpack_numpy.py in unpackb(packed, **kwargs)
182 object_hook = kwargs.get('object_hook')
183 kwargs['object_hook'] = functools.partial(decode, chain=object_hook)
--> 184 return _unpackb(packed, **kwargs)
185
186 load = unpack
msgpack/_unpacker.pyx in msgpack._unpacker.unpackb()
TypeError: unpackb() got an unexpected keyword argument 'raw'
总结起来就是
TypeError: unpackb() got an unexpected keyword argument 'raw'
请注意：
我已经以管理员 python -m spacy download en 的身份在 anaconda 提示符下正确安装 link spacy.load('en')。
这是 anaconda 提示中的结果
(base) C:\WINDOWS\system32>python -m spacy download en
Requirement already satisfied: en_core_web_sm==2.0.0 from https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.0.0/en_core_web_sm-2.0.0.tar.gz#egg=en_core_web_sm==2.0.0 in c:\users\winsu\anaconda3\lib\site-packages (2.0.0)
Linking successful
C:\Users\winsu\Anaconda3\lib\site-packages\en_core_web_sm -->
C:\Users\winsu\Anaconda3\lib\site-packages\spacy\data\en
You can now load the model via spacy.load('en')
pip uninstall msgpack-python
pip install msgpack
请注意：我的提示恰好强调了 "regex version(2018.7.11) is incompatible with spacy which wants regex==2017.4.5" 但是我的 spacy 现在仍然可以正常工作！
顺便说一句，非常感谢@Ines Montani
我在 Windows 盒子上使用 Conda Python 3。安装 spacy 安装了 msgpack:
Local\Continuum\anaconda3>conda list
# packages in environment at C:\Users\akmm94\AppData\Local\Continuum\anaconda3:
#
# Name Version Build Channel
msgpack-python 0.5.1 py36he980bc4_0
我在执行以下操作时遇到了同样的错误：
import spacy
nlp = spacy.load('en')
错误：
TypeError: unpackb() got an unexpected keyword argument 'raw'
修复：重新安装 msgpack-python 使用：
conda install -c anaconda msgpack-python
此更新的 msgpack-python:
msgpack-python: 0.5.1-py36he980bc4_0 --> 0.5.6-py36he980bc4_1 anaconda
错误得到修复！