#!/usr/bin/python # -*- coding: utf-8 -*- # Copyright 2014 J. Fernando Sánchez Rada - Grupo de Sistemas Inteligentes # DIT, UPM # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. ''' Simple Sentiment Analysis server for EUROSENTIMENT This class shows how to use the nif_server module to create custom services. ''' import config import re from flask import Flask import random from senpy.nif_server import * app = Flask(__name__) rgx = re.compile("(\w[\w']*\w|\w)", re.U) def hard_analysis(params): response = basic_analysis(params) response["analysis"][0].update({ "marl:algorithm": "SimpleAlgorithm", "marl:minPolarityValue": -1, "marl:maxPolarityValue": 1}) for i in response["entries"]: contextid = i["@id"] random.seed(str(params)) polValue = 2*random.random()-1 if polValue > 0: pol = "marl:Positive" elif polValue == 0: pol = "marl:Neutral" else: pol = "marl:Negative" i["opinions"] = [{"marl:polarityValue": polValue, "marl:hasPolarity": pol }] i["strings"] = [] for m in rgx.finditer(i["nif:isString"]): i["strings"].append({ "@id": "{}#char={},{}".format(contextid, m.start(), m.end()), "nif:beginIndex": m.start(), "nif:endIndex": m.end(), "nif:anchorOf": m.group(0) }) return response app.analyse = hard_analysis app.register_blueprint(nif_server) if __name__ == '__main__': app.debug = config.DEBUG app.run()