def test_text_rank_summarization_ds3_days(self, sampsize, days):
"""Generate something for N day interval"""
channel, ssamp = random.choice(test_json_msgs_c3)
samp = ssamp[random.randint(1,len(ssamp)-2):]
logger.info("Input is segment is %s", samp)
asd = {'days': days, 'size' : 3, 'txt' : u'Summary for first {} days:\n'.format(days)}
summ = TextRankTsSummarizer()
summ.set_channel(channel)
sumry = summ.summarize(samp, range_spec=asd)
logger.debug("Summary is %s", sumry)
# Length of summary is at least 1 and no greater than 3
self.assertTrue(len(sumry) >= 1)
self.assertTrue(len(sumry) <= 3)
def test_text_rank_summarization_ds2_days(self, smp_msgs, days):
"""Generate something for N day interval"""
logger.info("Input is %s", smp_msgs)
asd = {'days': days, 'size' : 3, 'txt' : u'Summary for first {} days:\n'.format(days)}
summ = TextRankTsSummarizer()
summ.set_channel('elasticsearch')
sumry = summ.summarize(smp_msgs, range_spec=asd)
logger.debug("Summary is %s", sumry)
# Length of summary is at least 1 and no greater than 3
self.assertTrue(len(sumry) >= 1)
self.assertTrue(len(sumry) <= 3)
# Length of summary is less than or equal to the original length
self.assertTrue(len(sumry) <= len(smp_msgs))
def test_gensim_summarization(self):
"""Pass the intervals to summarizer"""
if "gensim" in SUMMS:
asd = [
{"minutes": 60, "size": 2, "txt": u"Summary for first 60 minutes:\n"},
{"hours": 12, "size": 1, "txt": u"Summary for last 12 hours:\n"},
]
summ = None
summ = TextRankTsSummarizer()
summ.set_channel("elasticsearch")
logger.debug("Testing gensim summarizer")
sumry = summ.summarize(TestSummarize.test_msgs, range_spec=asd)
logger.debug("Summary is %s", sumry)
self.assertTrue(len(sumry) > 1)
else:
pass
def test_text_rank_summarization_ds3_days(self, sampsize, days):
"""Generate something for N day interval"""
channel, ssamp = random.choice(test_json_msgs_c3)
samp = ssamp[random.randint(1, len(ssamp) - 2):]
logger.info("Input is segment is %s", samp)
asd = {
'days': days,
'size': 3,
'txt': u'Summary for first {} days:\n'.format(days)
}
summ = TextRankTsSummarizer()
summ.set_channel(channel)
sumry = summ.summarize(samp, range_spec=asd)
logger.debug("Summary is %s", sumry)
# Length of summary is at least 1 and no greater than 3
self.assertTrue(len(sumry) >= 1)
self.assertTrue(len(sumry) <= 3)
def test_text_rank_summarization_ds2_days(self, smp_msgs, days):
"""Generate something for N day interval"""
logger.info("Input is %s", smp_msgs)
asd = {
'days': days,
'size': 3,
'txt': u'Summary for first {} days:\n'.format(days)
}
summ = TextRankTsSummarizer()
summ.set_channel('elasticsearch')
sumry = summ.summarize(smp_msgs, range_spec=asd)
logger.debug("Summary is %s", sumry)
# Length of summary is at least 1 and no greater than 3
self.assertTrue(len(sumry) >= 1)
self.assertTrue(len(sumry) <= 3)
# Length of summary is less than or equal to the original length
self.assertTrue(len(sumry) <= len(smp_msgs))
def test_gensim_summarization(self):
"""Pass the intervals to summarizer"""
if "gensim" in SUMMS:
asd = [{
'minutes': 60,
'size': 2,
'txt': u'Summary for first 60 minutes:\n'
}, {
'hours': 12,
'size': 1,
'txt': u'Summary for last 12 hours:\n'
}]
summ = None
summ = TextRankTsSummarizer()
summ.set_channel('elasticsearch')
logger.debug("Testing gensim summarizer")
sumry = summ.summarize(TestSummarize.test_msgs, range_spec=asd)
logger.debug("Summary is %s", sumry)
self.assertTrue(len(sumry) > 1)
else:
pass
