class StompListener(object):
def __init__(self, config):
self.config_ = config
#Connect to mongo database
try:
connect(config['database']['db-name'],
username= config['database']['user'],
password= config['database']['passwd'],
port = config['database']['port'])
except ConnectionError as e:
logger.error("Could not connect to mongodb: %s" % e)
sys.exit(1)
logger.info("Load feature extractor.")
try:
self.feature_extractor_ = EsaFeatureExtractor(prefix = self.config_["prefix"])
except Exception as inst:
logger.error("Could not load feature extractor."
"Unknown error %s: %s" % (type(inst), inst))
sys.exit(1)
self.ranker = ArticleRanker(extractor = self.feature_extractor_)
def rank_article(self, article_as_dict):
self.ranker.rank_article(article_as_dict)
def on_error(self, hears, message):
logger.error('received an error %s' % message)
def on_message(self, headers, message):
received_message = json.loads(message)
#save and rank article
self.rank_article(received_message)
def setUp(self):
fill_database()
config_ = load_config(file_path = "/media/sdc1/Aptana Studio 3 Workspace/configs/config.yaml",
logger = logger)
self.feature_extractor = EsaFeatureExtractor(prefix = config_['prefix'])
self.ranker = ArticleRanker(extractor = self.feature_extractor)
self.article_as_dict = {'news_vendor': 'TechCrunch',
'author': "MG Siegler",
'link': "http://www.techcrunch.com",
'headline': "Again Apple",
'clean_content': "Fooobaaar!",
'content': "<p>Fooobaaar!</p>",
'features': {'version': '1.0',
'data': [(1, 0.5),
(3, 0.6)
]
}
}
def __init__(self, config):
self.config_ = config
#Connect to mongo database
try:
connect(config['database']['db-name'],
username= config['database']['user'],
password= config['database']['passwd'],
port = config['database']['port'])
except ConnectionError as e:
logger.error("Could not connect to mongodb: %s" % e)
sys.exit(1)
logger.info("Load feature extractor.")
try:
self.feature_extractor_ = EsaFeatureExtractor(prefix = self.config_["prefix"])
except Exception as inst:
logger.error("Could not load feature extractor."
"Unknown error %s: %s" % (type(inst), inst))
sys.exit(1)
self.ranker = ArticleRanker(extractor = self.feature_extractor_)
class ArticleRankerTest(unittest.TestCase):
def setUp(self):
fill_database()
config_ = load_config(file_path = "/media/sdc1/Aptana Studio 3 Workspace/configs/config.yaml",
logger = logger)
self.feature_extractor = EsaFeatureExtractor(prefix = config_['prefix'])
self.ranker = ArticleRanker(extractor = self.feature_extractor)
self.article_as_dict = {'news_vendor': 'TechCrunch',
'author': "MG Siegler",
'link': "http://www.techcrunch.com",
'headline': "Again Apple",
'clean_content': "Fooobaaar!",
'content': "<p>Fooobaaar!</p>",
'features': {'version': '1.0',
'data': [(1, 0.5),
(3, 0.6)
]
}
}
def tearDown(self):
clear_database()
def test_get_vendor_false(self):
vendor = self.ranker.get_vendor({'news_vendor': 'not in db'})
self.assertEqual(vendor, None)
def test_get_vendor(self):
vendor = self.ranker.get_vendor(self.article_as_dict)
self.assertEqual(vendor.config, 'vendor config')
def test_save_article_false(self):
vendor = self.ranker.get_vendor(self.article_as_dict)
stored_article = self.ranker.save_article(vendor,
{'headline': "Everything else is missing."})
self.assertEqual(stored_article, None)
def test_save_article(self):
vendor = self.ranker.get_vendor(self.article_as_dict)
stored_article = self.ranker.save_article(vendor, self.article_as_dict)
self.assertEqual(stored_article.author, 'MG Siegler')
def test_save_rating(self):
vendor = self.ranker.get_vendor(self.article_as_dict)
stored_article = self.ranker.save_article(vendor, self.article_as_dict)
user = User.objects(name = "Karsten Jeschkies").first()
self.ranker.save_rating(user=user, article = stored_article, rating = 1.0)
user.reload()
ranked_articles = RankedArticle.objects(user_id = user.id)
self.assertEqual(3, ranked_articles.count())
self.assertEqual(1.0, ranked_articles[0].rating)
def test_rank_article(self):
pass
#some error in genism. probably because some features are not quite right
self.ranker.rank_article(self.article_as_dict)