SDK to access API of Ner service
This program is SDK of Ner service API.
It can handle one sentence or simple text file by self-hosted NER service or Stanford NER service (http://nlp.stanford.edu:8080/ner/process).
pip install pynerusage: ner.py [-h] [--nertype NERTYPE] [--classifier CLASSIFIER]
[--endpoint ENDPOINT] [--sentence SENTENCE] [--path PATH]
Process one sentence and simple textfile by remote self-NER service or
Stanford NER one.
optional arguments:
-h, --help show this help message and exit
--nertype NERTYPE NER service type,0:self-NER(defualt),1:Stanford-NER
--classifier CLASSIFIER
classifier code of Stanford NER service,including
7class, 4class, 3class, distsim
--endpoint ENDPOINT Endpoint of self-NER service,ignored when Stanford-NER
type
--sentence SENTENCE Sentence to process
--path PATH Path file to process
For instance:
$ python ner.py --endpoint http://example.com/ner/bert/normal --path test.txt --sentence '康龙化成(03759)拟续聘安永华明为2020年度境内会计师事 务所'
{'ORG': ['康龙化成', '安永华明']}
{'LOC': ['新冠', '新疆'],
'ORG': ['华资实业',
'明科',
'中葡',
'亚星',
'厦华',
'中房股份',
'中房股份',
'西域旅游',
'西域旅游',
'丰华股份',
'丰华股份',
'壳公司']}
$ python ner.py --nertype stanford --sentence 'hello, chongqing, intel, IBM, Tecent. Bill Gates said.' --classifier 7class
{'LOC': ['chongqing'],
'ORG': ['intel', 'IBM', 'Tecent'],
'PER': ['Gates']}
