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Description
I was mistaken and posted the issue here as I thought it's an issue with the CoreNLP server. Is there a chance that the problem comes from pycorenlp
and that it's a similar issue that stanza
had?
My problem is that after sending a larger number of requests I am getting the following error:
---------------------------------------------------------------------------
RemoteTraceback Traceback (most recent call last)
RemoteTraceback:
"""
Traceback (most recent call last):
File "/usr/local/lib/python3.5/dist-packages/urllib3/connection.py", line 141, in _new_conn
(self.host, self.port), self.timeout, **extra_kw)
File "/usr/local/lib/python3.5/dist-packages/urllib3/util/connection.py", line 83, in create_connection
raise err
File "/usr/local/lib/python3.5/dist-packages/urllib3/util/connection.py", line 73, in create_connection
sock.connect(sa)
OSError: [Errno 99] Cannot assign requested address
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/usr/local/lib/python3.5/dist-packages/urllib3/connectionpool.py", line 600, in urlopen
chunked=chunked)
File "/usr/local/lib/python3.5/dist-packages/urllib3/connectionpool.py", line 356, in _make_request
conn.request(method, url, **httplib_request_kw)
File "/usr/lib/python3.5/http/client.py", line 1106, in request
self._send_request(method, url, body, headers)
File "/usr/lib/python3.5/http/client.py", line 1151, in _send_request
self.endheaders(body)
File "/usr/lib/python3.5/http/client.py", line 1102, in endheaders
self._send_output(message_body)
File "/usr/lib/python3.5/http/client.py", line 934, in _send_output
self.send(msg)
File "/usr/lib/python3.5/http/client.py", line 877, in send
self.connect()
File "/usr/local/lib/python3.5/dist-packages/urllib3/connection.py", line 166, in connect
conn = self._new_conn()
File "/usr/local/lib/python3.5/dist-packages/urllib3/connection.py", line 150, in _new_conn
self, "Failed to establish a new connection: %s" % e)
urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7fc56c06fe10>: Failed to establish a new connection: [Errno 99] Cannot assign requested address
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/usr/local/lib/python3.5/dist-packages/requests/adapters.py", line 440, in send
timeout=timeout
File "/usr/local/lib/python3.5/dist-packages/urllib3/connectionpool.py", line 649, in urlopen
_stacktrace=sys.exc_info()[2])
File "/usr/local/lib/python3.5/dist-packages/urllib3/util/retry.py", line 388, in increment
raise MaxRetryError(_pool, url, error or ResponseError(cause))
urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=9000): Max retries exceeded with url: / (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fc56c06fe10>: Failed to establish a new connection: [Errno 99] Cannot assign requested address',))
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/usr/local/lib/python3.5/dist-packages/pycorenlp/corenlp.py", line 19, in annotate
requests.get(self.server_url)
File "/usr/local/lib/python3.5/dist-packages/requests/api.py", line 72, in get
return request('get', url, params=params, **kwargs)
File "/usr/local/lib/python3.5/dist-packages/requests/api.py", line 58, in request
return session.request(method=method, url=url, **kwargs)
File "/usr/local/lib/python3.5/dist-packages/requests/sessions.py", line 502, in request
resp = self.send(prep, **send_kwargs)
File "/usr/local/lib/python3.5/dist-packages/requests/sessions.py", line 612, in send
r = adapter.send(request, **kwargs)
File "/usr/local/lib/python3.5/dist-packages/requests/adapters.py", line 504, in send
raise ConnectionError(e, request=request)
requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=9000): Max retries exceeded with url: / (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fc56c06fe10>: Failed to establish a new connection: [Errno 99] Cannot assign requested address',))
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/usr/lib/python3.5/multiprocessing/pool.py", line 119, in worker
result = (True, func(*args, **kwds))
File "/usr/lib/python3.5/multiprocessing/pool.py", line 44, in mapstar
return list(map(*args))
File "<ipython-input-41-25498d9e314a>", line 33, in _nlp_annotate
return [json.loads(self.nlp.annotate(document, properties=self.properties)) for document in documents_part]
File "<ipython-input-41-25498d9e314a>", line 33, in <listcomp>
return [json.loads(self.nlp.annotate(document, properties=self.properties)) for document in documents_part]
File "/usr/local/lib/python3.5/dist-packages/pycorenlp/corenlp.py", line 21, in annotate
raise Exception('Check whether you have started the CoreNLP server e.g.\n'
Exception: Check whether you have started the CoreNLP server e.g.
$ cd stanford-corenlp-full-2015-12-09/
$ java -mx4g -cp "*" edu.stanford.nlp.pipeline.StanfordCoreNLPServer
"""
The above exception was the direct cause of the following exception:
Exception Traceback (most recent call last)
<ipython-input-42-b824e1fa3bb8> in <module>()
----> 1 CoreNLPSentenceSplitter().set_url('http://localhost:9000').fit_transform(train.comment_text)
<ipython-input-41-25498d9e314a> in fit_transform(self, X, y)
70
71 def fit_transform(self, X, y=None):
---> 72 return self.fit(X, y).transform(X)
<ipython-input-41-25498d9e314a> in transform(self, documents)
52 def transform(self, documents):
53
---> 54 annoated_documents = self.nlp.transform(documents)
55
56 docs = list()
<ipython-input-41-25498d9e314a> in transform(self, documents)
24
25 def transform(self, documents):
---> 26 return parallelize(documents, self._nlp_annotate, nb_partitions=8, nb_cores=8)
27 #return self._nlp_annotate(documents)
28
<ipython-input-41-25498d9e314a> in parallelize(splittable, func, nb_partitions, nb_cores)
2 df_split = np.array_split(splittable, nb_partitions)
3 pool = Pool(nb_cores)
----> 4 df = np.concatenate(pool.map(func, df_split))
5 pool.close()
6 pool.join()
/usr/lib/python3.5/multiprocessing/pool.py in map(self, func, iterable, chunksize)
258 in a list that is returned.
259 '''
--> 260 return self._map_async(func, iterable, mapstar, chunksize).get()
261
262 def starmap(self, func, iterable, chunksize=None):
/usr/lib/python3.5/multiprocessing/pool.py in get(self, timeout)
606 return self._value
607 else:
--> 608 raise self._value
609
610 def _set(self, i, obj):
Exception: Check whether you have started the CoreNLP server e.g.
$ cd stanford-corenlp-full-2015-12-09/
$ java -mx4g -cp "*" edu.stanford.nlp.pipeline.StanfordCoreNLPServer
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