curl -d @sample_request.txt -X POST https://ner.morcego.net/ner
response:
[{"tag": "ORGANIZATION", "score": 0.40190129560515164, "label": "Furnival Barristers"}, {"tag": "PERSON", "score": 1.0128972145423198, "label": "Edith Oliv\u00e9 Bocanegra"}, {"tag": "LOCATION", "score": 0.9171091771615874, "label": "Panam\u00e1"}, {"tag": "PERSON", "score": 0.3877786881212515, "label": "Mossack & Fonseca"}, {"tag": "LOCATION", "score": 1.0092007968591041, "label": "Espa\u00f1a"}]% ➜ ~
| text=La+presidenta+formal+de+la+sociedad+instrumental+Furnival+Barristers+fue+desde+su+inicio+Edith+Oliv%C3%A9+Bocanegra%2C+una+fiduciaria+presente+en+el+caso+de+los+papeles+de+Panam%C3%A1%2C+documentaci%C3%B3n+proveniente+del+despacho+Mossack+%26+Fonseca%2C+uno+de+los+m%C3%A1s+importantes+del+mundo+especializados+en+ocultar+patrimonios+a+trav%C3%A9s+de+para%C3%ADsos+fiscales.+Entre+su+red+de+clientes+cont%C3%B3+con+numerosos+millonarios+afincados+en+Espa%C3%B1a+que+recurr%C3%ADan+a+sus+servicios+para+esconder+su+dinero+al+fisco+de+nuestro+pa%C3%ADs.%0A%0A%0A |
| #coding=utf-8 | |
| import subprocess | |
| from bottle import run, post, request, response, get, route | |
| import sys, os | |
| # Make sure you put the mitielib folder into the python search path. There are | |
| # a lot of ways to do this, here we do it programmatically with the following | |
| # two statements: | |
| parent = os.path.dirname(os.path.realpath(__file__)) | |
| sys.path.append(parent + '/MITIE/mitielib') | |
| from mitie import * | |
| from collections import defaultdict | |
| print "loading NER model..." | |
| ner = named_entity_extractor('MITIE/MITIE-models/spanish/ner_model.dat') | |
| from json import dumps | |
| @post('/ner') | |
| def postner(): | |
| print "request" | |
| text = request.forms.get('text') | |
| print text | |
| tokens = tokenize( text ) | |
| print dumps( tokens ) | |
| entities = ner.extract_entities(tokens) | |
| response.content_type = 'application/json' | |
| res = [] | |
| for e in entities: | |
| range = e[0] | |
| tag = e[1] | |
| score = e[2] | |
| res.append( {'tag': tag , 'score': score , 'label': " ".join(tokens[i] for i in range) }) | |
| print dumps(res) | |
| return dumps(res) | |
| run(host='localhost', port=8081, debug=True) |
| La presidenta formal de la sociedad instrumental Furnival Barristers fue desde su inicio Edith Olivé Bocanegra, una fiduciaria presente en el caso de los papeles de Panamá, documentación proveniente del despacho Mossack & Fonseca, uno de los más importantes del mundo especializados en ocultar patrimonios a través de paraísos fiscales. Entre su red de clientes contó con numerosos millonarios afincados en España que recurrían a sus servicios para esconder su dinero al fisco de nuestro país. | |