コード例 #1
0
def extract_text_alchemy(url):
	# for content processing
	# to connect with alchemy and tag the content 
	alchemyapi 	= AlchemyAPI()

	resp       	= alchemyapi.text('url', url)

	response 	= alchemyapi.keywords("text", resp['text'])

	if "keywords" in response.keys():
		keywords 	= response["keywords"]
	else:
		print "No parsed data: ", url
		print response
		keywords = []

	return keywords
コード例 #2
0
def extract_text_alchemy(url):
    # for content processing
    # to connect with alchemy and tag the content
    alchemyapi = AlchemyAPI()

    resp = alchemyapi.text('url', url)

    response = alchemyapi.keywords("text", resp['text'])

    if "keywords" in response.keys():
        keywords = response["keywords"]
    else:
        print "No parsed data: ", url
        print response
        keywords = []

    return keywords
コード例 #3
0
class Alchemy:
    def __init__(self):
        logging.debug("Loading Alchemy...")
        self.alchemyapi = AlchemyAPI()

    def run(self, data, target, options=None):
        if target == "combined":
            if options is None:
                options = ['main', 'sentiment', 'emotion']  # defualt
            return self.combined(data, options)
        elif target == "text":
            return self.text(data)
        else:
            logging.error("Unhandled target:" + target)

    def text(self, url):
        logging.debug("[T] Requestions data from Alchemy...")
        response = self.alchemyapi.text('url', url)
        logging.debug("Fininshed!")

        if response['status'] == 'OK':
            return response
        else:
            logging.error('Error in concept tagging call: ' +
                          str(response['statusInfo']))
            sys.exit(0)

        return None

    def combined(self, text, options):
        logging.debug("[C] Requestions data from Alchemy...")

        result = {}
        for n in options:
            if n == "main":
                response = self.combined_helper(text)
                result[u'entities'] = response['entities']
                result[u'taxonomy'] = response['taxonomy']
                result[u'concepts'] = response['concepts']
                result[u'keywords'] = response['keywords']

                result = response
            elif n == "sentiment":
                response = self.combined_helper(
                    text, options={"extract": ('doc-sentiment')})
                result[u'docSentiment'] = response['docSentiment']
            elif n == "emotion":
                response = self.combined_helper(
                    text, options={"extract": ('doc-emotion')})
                result[u'docEmotions'] = response['docEmotions']

        self.combined_helper(text)

        logging.debug("Fininshed!")

        return result

    def combined_helper(self, text, options={}):
        response = self.alchemyapi.combined('text', text, options=options)

        if response['status'] == 'OK':
            return response
        else:
            logging.error('Error in concept tagging call: ',
                          response['statusInfo'])
            sys.exit(0)

        return None