理论上可以通过 Python 下载一节的模型，如下所示（镜像）：
import stanza
stanza.download('en') # This downloads the English models for the neural pipeline
但是，我的计算机无法访问斯坦福服务器：
(neural-parser2) dernoncourt@ilcompn0:~/temp/stanza$ python
Python 3.6.7 (default, Oct 25 2018, 09:16:13)
[GCC 5.4.0 20160609] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import stanza
>>> stanza.download('en')
Downloading https://raw.githubusercontent.com/stanfordnlp/stanza-resources/master/resources_1.0.0.json: 115kB [00:00, 24.5MB/s]
2020-07-07 21:08:34 INFO: Downloading default packages for language: en (English)...
Traceback (most recent call last):
File "/mnt/ilcodisk1/user/dernoncourt/pyenv/neural-parser2/lib/python3.6/site-packages/urllib3/connection.py", line 160, in _new_conn
(self._dns_host, self.port), self.timeout, **extra_kw
File "/mnt/ilcodisk1/user/dernoncourt/pyenv/neural-parser2/lib/python3.6/site-packages/urllib3/util/connection.py", line 84, in create_connection
raise err
File "/mnt/ilcodisk1/user/dernoncourt/pyenv/neural-parser2/lib/python3.6/site-packages/urllib3/util/connection.py", line 74, in create_connection
sock.connect(sa)
TimeoutError: [Errno 110] Connection timed out
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/mnt/ilcodisk1/user/dernoncourt/pyenv/neural-parser2/lib/python3.6/site-packages/urllib3/connectionpool.py", line 677, in urlopen
chunked=chunked,
File "/mnt/ilcodisk1/user/dernoncourt/pyenv/neural-parser2/lib/python3.6/site-packages/urllib3/connectionpool.py", line 392, in _make_request
conn.request(method, url, **httplib_request_kw)
File "/usr/lib/python3.6/http/client.py", line 1239, in request
self._send_request(method, url, body, headers, encode_chunked)
File "/usr/lib/python3.6/http/client.py", line 1285, in _send_request
self.endheaders(body, encode_chunked=encode_chunked)
File "/usr/lib/python3.6/http/client.py", line 1234, in endheaders
self._send_output(message_body, encode_chunked=encode_chunked)
File "/usr/lib/python3.6/http/client.py", line 1026, in _send_output
self.send(msg)
File "/usr/lib/python3.6/http/client.py", line 964, in send
self.connect()
File "/mnt/ilcodisk1/user/dernoncourt/pyenv/neural-parser2/lib/python3.6/site-packages/urllib3/connection.py", line 187, in connect
conn = self._new_conn()
File "/mnt/ilcodisk1/user/dernoncourt/pyenv/neural-parser2/lib/python3.6/site-packages/urllib3/connection.py", line 172, in _new_conn
self, "Failed to establish a new connection: %s" % e
urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7fa28f172438>: Failed to establish a new connection: [Errno 110] Connection timed out
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/mnt/ilcodisk1/user/dernoncourt/pyenv/neural-parser2/lib/python3.6/site-packages/requests/adapters.py", line 449, in send
timeout=timeout
File "/mnt/ilcodisk1/user/dernoncourt/pyenv/neural-parser2/lib/python3.6/site-packages/urllib3/connectionpool.py", line 725, in urlopen
method, url, error=e, _pool=self, _stacktrace=sys.exc_info()[2]
File "/mnt/ilcodisk1/user/dernoncourt/pyenv/neural-parser2/lib/python3.6/site-packages/urllib3/util/retry.py", line 439, in increment
raise MaxRetryError(_pool, url, error or ResponseError(cause))
urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='nlp.stanford.edu', port=80): Max retries exceeded with url: /software/stanza/1.0.0/en/default.zip (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa28f172438>: Failed to establish a new connection: [Errno 110] Connection timed out',))
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/mnt/ilcodisk1/user/dernoncourt/pyenv/neural-parser2/lib/python3.6/site-packages/stanza/utils/resources.py", line 236, in download
request_file(f'{url}/{__resources_version__}/{lang}/default.zip', os.path.join(dir, lang, f'default.zip'), md5=resources[lang]['default_md5'])
File "/mnt/ilcodisk1/user/dernoncourt/pyenv/neural-parser2/lib/python3.6/site-packages/stanza/utils/resources.py", line 83, in request_file
download_file(url, path)
File "/mnt/ilcodisk1/user/dernoncourt/pyenv/neural-parser2/lib/python3.6/site-packages/stanza/utils/resources.py", line 66, in download_file
r = requests.get(url, stream=True)
File "/mnt/ilcodisk1/user/dernoncourt/pyenv/neural-parser2/lib/python3.6/site-packages/requests/api.py", line 76, in get
return request('get', url, params=params, **kwargs)
File "/mnt/ilcodisk1/user/dernoncourt/pyenv/neural-parser2/lib/python3.6/site-packages/requests/api.py", line 61, in request
return session.request(method=method, url=url, **kwargs)
File "/mnt/ilcodisk1/user/dernoncourt/pyenv/neural-parser2/lib/python3.6/site-packages/requests/sessions.py", line 530, in request
resp = self.send(prep, **send_kwargs)
File "/mnt/ilcodisk1/user/dernoncourt/pyenv/neural-parser2/lib/python3.6/site-packages/requests/sessions.py", line 643, in send
r = adapter.send(request, **kwargs)
File "/mnt/ilcodisk1/user/dernoncourt/pyenv/neural-parser2/lib/python3.6/site-packages/requests/adapters.py", line 516, in send
raise ConnectionError(e, request=request)
requests.exceptions.ConnectionError: HTTPConnectionPool(host='nlp.stanford.edu', port=80): Max retries exceeded with url: /software/stanza/1.0.0/en/default.zip (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa28f172438>: Failed to establish a new connection: [Errno 110] Connection timed out',))
如何手动下载节的模型？我希望节的模型存储在多个服务器中。
我用stanza==1.0.1.