我是Google自然语言处理库的新手,正在尝试从本地文本文件获取实体,但始终会出错。我什至尝试了Google的示例代码,但错误是相同的。
这是我的代码:
import six
from google.cloud import language
from google.cloud.language import enums
from google.cloud.language import types
def entities_text(text):
"""Detects entities in the text."""
client = language.LanguageServiceClient(credentials='cred.json')
if isinstance(text, six.binary_type):
text = text.decode('utf-8')
# Instantiates a plain text document.
document = types.Document(
content=text,
type=enums.Document.Type.PLAIN_TEXT)
# Detects entities in the document. You can also analyze HTML
with:
# document.type == enums.Document.Type.HTML
entities = client.analyze_entities(document).entities
# entity types from enums.Entity.Type
entity_type = ('UNKNOWN', 'PERSON', 'LOCATION', 'ORGANIZATION',
'EVENT', 'WORK_OF_ART', 'CONSUMER_GOOD', 'OTHER')
for entity in entities:
print('=' * 20)
print(u'{:<16}: {}'.format('name', entity.name))
print(u'{:<16}: {}'.format('type', entity_type[entity.type]))
print(u'{:<16}: {}'.format('metadata', entity.metadata))
print(u'{:<16}: {}'.format('salience', entity.salience))
print(u'{:<16}: {}'.format('wikipedia_url',
entity.metadata.get('wikipedia_url', '-')))
if __name__ == "__main__":
with open('test.txt', 'r') as text:
text = text.read()
ent = entities_text(text)
print(ent)
这是堆栈跟踪:
AuthMetadataPluginCallback "
<google.auth.transport.grpc.AuthMetadataPlugin object at
0x7f6973b4a668>" raised exception!
Traceback (most recent call last):
File "/home/user/Documents/CODE/venv/lib/python3.6/site-
packages/grpc/_plugin_wrapping.py", line 79, in __call__
callback_state, callback))
File "/home/user/Documents/CODE/venv/lib/python3.6/site-
packages/google/auth/transport/grpc.py", line 77, in __call__
callback(self._get_authorization_headers(context), None)
File "/home/user/Documents/CODE/venv/lib/python3.6/site-
packages/google/auth/transport/grpc.py", line 61, in
_get_authorization_headers
self._credentials.before_request(
AttributeError: 'str' object has no attribute 'before_request'
如何获取返回的实体?
**更新了缩进格式并添加了stacktrace **
答案 0 :(得分:2)
credentials
参数不接受str,但是接受Credentials
对象。从您的JSON文件中创建一个并将其传递。
from google.oauth2 import service_account
credentials = service_account.Credentials.from_service_account_file(
'cred.json')
这里的提示是这一行:self._credentials.before_request
。您传入credentials
,LanguageServiceClient
对象将其放入私有变量_credentials
中并尝试在其上调用方法。由于您的字符串没有该方法,因此它会崩溃。