#!/usr/bin/env python # Copyright 2016 Google, Inc # # 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. # [START full_tutorial_script] # [START import_libraries] import argparse import io import googleapiclient.discovery # [END import_libraries] def print_sentiment(filename): """Prints sentiment analysis on a given file contents.""" # [START authenticating_to_the_api] service = googleapiclient.discovery.build('language', 'v1') # [END authenticating_to_the_api] # [START constructing_the_request] with io.open(filename, 'r') as review_file: review_file_contents = review_file.read() service_request = service.documents().analyzeSentiment( body={ 'document': { 'type': 'PLAIN_TEXT', 'content': review_file_contents, } } ) response = service_request.execute() # [END constructing_the_request] # [START parsing_the_response] score = response['documentSentiment']['score'] magnitude = response['documentSentiment']['magnitude'] for n, sentence in enumerate(response['sentences']): sentence_sentiment = sentence['sentiment']['score'] print('Sentence {} has a sentiment score of {}'.format(n, sentence_sentiment)) print('Overall Sentiment: score of {} with magnitude of {}'.format( score, magnitude)) # [END parsing_the_response] # [START running_your_application] if __name__ == '__main__': parser = argparse.ArgumentParser() parser.add_argument( 'movie_review_filename', help='The filename of the movie review you\'d like to analyze.') args = parser.parse_args() print_sentiment(args.movie_review_filename) # [END running_your_application] # [END full_tutorial_script]