payload_sum = payload_sum ** 0.5
payloads = []
for k, v in features.iteritems():
payloads.append((k, v / payload_sum * boost))
payloads = (f[0] + '|' + str(f[1]) for f in payloads)
return ' '.join(payloads)
if __name__ == '__main__':
# MongoDB
host = 'localhost'
port = 27017
mcm = MongoConnectionManager(host, port, MongoCodec())
database = 'processed'
resource_collection = mcm.get_collection(database, 'resources', Resource)
# message queue
mq_config = {
'transport': 'socket',
'protocol': 'binary',
'host': 'localhost',
'port': 9091
}
mq_client = message_queue_client_from_config(mq_config)
mq_codec = JSONCodec()
processed_resource_queue = 'processed_resources'
# ElasticSearch
from topic_tracking.model import Topic
from topic_tracking.topic_management.topic_manager import TopicManager
from topic_tracking.util.codec.mongo_codec import MongoCodec
from topic_tracking.util.mongo import MongoConnectionManager
if __name__ == '__main__':
# MongoDB
host = 'localhost'
port = 27017
mcm = MongoConnectionManager(host, port, MongoCodec())
database = 'processed'
topic_collection = mcm.get_collection(database, 'topics', Topic)
# utilities
topic_manager = TopicManager(topic_collection)
# topic properties
title = "North Korea conflict"
terms = {}
entities = {'country_north-korea': 1}
topic = topic_manager.create_from_features(title, terms, entities)
print(topic)
