def test_non_content(self):
"""Test that the tweet API returns an empty array when the time range is wrong"""
data = tweets.tweets('GOOG', start=time.time(), end=time.time()-864000)
self.assertEqual(len(data['Google Inc.']), 0)
def test_content_no_params(self):
"""
Test that the tweets API returns something
when start and end are not specified
"""
data = tweets.tweets('GOOG')
self.assertTrue(len(data['Google Inc.']) > 0)
def dump(method='afinn'):
"""
Do sentiment analysis on all tweets for all companies and
write the results to a file.
"""
sentimentanalysis = Sentimentanalysis()
sent_method = None
if method == 'afinn':
sent_method = sentimentanalysis.afinnsentiment
elif method == 'labmt':
sent_method = sentimentanalysis.labmtsentiment
for stock_symbol, company in settings.STOCK_SYMBOL_MAPPINGS.items():
print 'Company: ' + str(company)
data = tweets.tweets(stock_symbol)
sentiment = {}
filename = filename_for_company(method, company)
print 'Filename: ' + str(filename)
try:
sentiment = json.loads(open(filename).read())
except:
print 'No file data'
for key in data:
docs = data[key]
first = True
count = 0
for doc in docs:
count += 1
print 'Iterating %d of %d' % (count, len(docs))
tweetdate = datetime.datetime.fromtimestamp(doc['timestamp']).strftime('%Y-%m-%d %H:%M:%S').split(' ')[0]
if first:
sentiment[tweetdate] = 0
first = False
tweet = doc['tweet']
isenglish = sentimentanalysis.evaluatetweet(tweet)
if isenglish > 0.8:
sentval = sent_method(tweet)
if sentiment.get(tweetdate, 0) == 0:
sentiment[tweetdate] = sentval
else:
sentiment[tweetdate] = (sentiment.get(tweetdate, 0) + sentval)/2
with io.open(filename, 'wb') as outfile:
json.dump(sentiment, outfile)
print 'Saved file: ' + filename
def query_company(request, stock_symbol):
"""
Return tweets for company matching a stock symbol. It is possible to define URL parameters to filter on start
and end Epoch timestamps.
"""
try:
start = request.GET.get('start')
if start:
start = int(start)
end = request.GET.get('end')
if end:
end = int(end)
except Exception:
error = _error_message('Start and end parameters must be \
in valid UNIX timestamp format')
return HttpResponse(error, status=400, mimetype='application/json')
# return HttpResponse('hell')
data = tweets.tweets(stock_symbol, start=start, end=end)
return HttpResponse(json.dumps(data))
def test_content(self):
"""Test that the tweet API returns something"""
data = tweets.tweets('GOOG', start=time.time()-864000, end=time.time())
self.assertTrue(len(data['Google Inc.']) > 0)