class UtilityMethodsTests(unittest.TestCase):
def setUp(self):
self.phraseVector = {'project':1, 'cluster':1, 'highdimensional':1, 'streams':1}
self.phraseTextAndDimensionMap = TwoWayMap()
self.phraseTextAndDimensionMap.set(TwoWayMap.MAP_FORWARD, 'project', 0)
self.phraseTextAndDimensionMap.set(TwoWayMap.MAP_FORWARD, 'cluster', 1)
self.phraseTextToPhraseObjectMap = {'project': Phrase('project', test_time, score=8), 'cluster': Phrase('cluster', test_time, score=8), 'abcd': Phrase('abcd', test_time-3*stream_settings['max_phrase_inactivity_time_in_seconds'], score=8)}
self.vector = Vector({0:1, 1:1, 2:1, 3:1})
self.initial_max_dimensions = stream_settings['dimensions']
stream_settings['dimensions'] = 2
def tearDown(self): stream_settings['dimensions'] = self.initial_max_dimensions
def test_updatedPhraseObject_PhraseObjectScoresAreUpdatedCorrectly(self):
UtilityMethods.updatePhraseTextToPhraseObject(self.phraseVector, test_time+timedelta(seconds=60), self.phraseTextToPhraseObjectMap, **stream_settings)
self.assertEqual(5, len(self.phraseTextToPhraseObjectMap))
self.assertEqual(5, self.phraseTextToPhraseObjectMap['project'].score)
self.assertEqual(1, self.phraseTextToPhraseObjectMap['streams'].score)
def test_updatedPhraseObject_phrase_does_not_exist_in_phraseToIdMap_but_exists_in_phraseTextToPhraseObjectMap_with_dimensions_full(self):
stream_settings['dimensions'] = 1
self.phraseTextAndDimensionMap.remove(TwoWayMap.MAP_FORWARD, 'cluster')
UtilityMethods.updatePhraseTextToPhraseObject(self.phraseVector, test_time+timedelta(seconds=60), self.phraseTextToPhraseObjectMap, **stream_settings)
self.assertEqual({'project':0}, self.phraseTextAndDimensionMap.getMap(TwoWayMap.MAP_FORWARD))
self.assertEqual(5, len(self.phraseTextToPhraseObjectMap))
self.assertEqual(5, self.phraseTextToPhraseObjectMap['project'].score)
self.assertEqual(5, self.phraseTextToPhraseObjectMap['cluster'].score)
self.assertEqual(1, self.phraseTextToPhraseObjectMap['streams'].score)
def test_createOrAddNewPhraseObject(self):
UtilityMethods.createOrAddNewPhraseObject('new_phrase', self.phraseTextToPhraseObjectMap, test_time, **stream_settings)
UtilityMethods.createOrAddNewPhraseObject('project', self.phraseTextToPhraseObjectMap, test_time, **stream_settings)
self.assertEqual(4, len(self.phraseTextToPhraseObjectMap))
self.assertEqual(1, self.phraseTextToPhraseObjectMap['new_phrase'].score)
self.assertEqual(9, self.phraseTextToPhraseObjectMap['project'].score)
def test_updateDimensions_when_phraseTextToIdMap_is_filled_to_max_dimensions(self):
for phrase, score in zip(['added'], range(10,11)): self.phraseTextToPhraseObjectMap[phrase] = Phrase(phrase, test_time, score=score)
UtilityMethods.updateDimensions(self.phraseTextAndDimensionMap, self.phraseTextToPhraseObjectMap, test_time, **stream_settings)
self.assertEqual({'project':0, 'added': 1}, self.phraseTextAndDimensionMap.getMap(TwoWayMap.MAP_FORWARD))
def test_updateDimensions_when_phraseTextToIdMap_is_filled_to_max_dimensions_and_entire_map_is_changed(self):
for phrase, score in zip(['added', 'are'], range(10,12)): self.phraseTextToPhraseObjectMap[phrase] = Phrase(phrase, test_time, score=score)
UtilityMethods.updateDimensions(self.phraseTextAndDimensionMap, self.phraseTextToPhraseObjectMap, test_time, **stream_settings)
self.assertEqual({'added':1, 'are': 0}, self.phraseTextAndDimensionMap.getMap(TwoWayMap.MAP_FORWARD))
def test_updateDimensions_when_phraseTextToIdMap_has_lesser_than_max_dimensions(self):
stream_settings['dimensions'] = 4
for phrase, score in zip(['new', 'phrases', 'are', 'added'], range(7,11)): self.phraseTextToPhraseObjectMap[phrase] = Phrase(phrase, test_time, score=score)
UtilityMethods.updateDimensions(self.phraseTextAndDimensionMap, self.phraseTextToPhraseObjectMap, test_time, **stream_settings)
self.assertEqual(set({'project':0, 'phrases': 1, 'are':2, 'added':3}), set(self.phraseTextAndDimensionMap.getMap(TwoWayMap.MAP_FORWARD)))
self.assertEqual(4, len(self.phraseTextAndDimensionMap))
def test_updateDimensions_when_phrases_with_lower_id_are_removed_from_phraseTextToIdMap(self):
stream_settings['dimensions'] = 3
for phrase, score in zip(['new', 'phrases', 'are'], range(100,103)): self.phraseTextToPhraseObjectMap[phrase] = Phrase(phrase, test_time, score=score)
self.phraseTextAndDimensionMap.set(TwoWayMap.MAP_FORWARD, 'cluster', 2)
self.phraseTextToPhraseObjectMap['cluster'].score=100
UtilityMethods.updateDimensions(self.phraseTextAndDimensionMap, self.phraseTextToPhraseObjectMap, test_time, **stream_settings)
self.assertEqual(range(3), sorted(self.phraseTextAndDimensionMap.getMap(TwoWayMap.MAP_FORWARD).values()))
def test_updateDimensions_remove_old_phrases(self):
originalTime=self.phraseTextToPhraseObjectMap['abcd'].latestOccuranceTime
self.phraseTextToPhraseObjectMap['abcd'].latestOccuranceTime=test_time
UtilityMethods.updateDimensions(self.phraseTextAndDimensionMap, self.phraseTextToPhraseObjectMap, test_time, **stream_settings)
self.assertTrue('abcd' in self.phraseTextToPhraseObjectMap)
self.phraseTextToPhraseObjectMap['abcd'].latestOccuranceTime=originalTime
UtilityMethods.updateDimensions(self.phraseTextAndDimensionMap, self.phraseTextToPhraseObjectMap, test_time, **stream_settings)
self.assertTrue('abcd' not in self.phraseTextToPhraseObjectMap)
def test_updateDimensions_when_dimensions_have_to_be_removed(self):
stream_settings['dimensions'] = 4
self.phraseTextAndDimensionMap.set(TwoWayMap.MAP_FORWARD, 'abcdx', 2)
self.phraseTextAndDimensionMap.set(TwoWayMap.MAP_FORWARD, 'abcdxy', 3)
for phrase, score in zip(['new_text'], range(7,8)): self.phraseTextToPhraseObjectMap[phrase] = Phrase(phrase, test_time, score=score)
self.phraseTextToPhraseObjectMap['cluster'].latestOccuranceTime=test_time-3*stream_settings['max_phrase_inactivity_time_in_seconds']
UtilityMethods.updateDimensions(self.phraseTextAndDimensionMap, self.phraseTextToPhraseObjectMap, test_time, **stream_settings)
self.assertEqual(set({'project':0, 'new_text': 1}), set(self.phraseTextAndDimensionMap.getMap(TwoWayMap.MAP_FORWARD)))
def test_checkCriticalErrorsInPhraseTextToIdMap_larger_than_expected_dimensions(self):
self.phraseTextAndDimensionMap.set(TwoWayMap.MAP_FORWARD, 'sdfsd', 3)
print 'Ignore this message: ',
self.assertRaises(SystemExit, UtilityMethods.checkCriticalErrorsInPhraseTextToIdMap, self.phraseTextAndDimensionMap, **stream_settings)
def test_pruningConditionDeterministic(self):
phrase1 = Phrase('dsf', test_time-3*stream_settings['max_phrase_inactivity_time_in_seconds'], 1)
phrase2 = Phrase('dsf', test_time, 1)
self.assertTrue(UtilityMethods.pruningConditionDeterministic(phrase1, test_time, **stream_settings))
self.assertFalse(UtilityMethods.pruningConditionDeterministic(phrase2, test_time, **stream_settings))
def test_pruningConditionRandom(self):
phrase1 = Phrase('dsf', test_time-3*stream_settings['max_phrase_inactivity_time_in_seconds'], 1)
phrase2 = Phrase('dsf', test_time, 1)
self.assertTrue(UtilityMethods.pruningConditionRandom(phrase1, test_time, **stream_settings))
self.assertFalse(UtilityMethods.pruningConditionRandom(phrase2, test_time, **stream_settings))
def test_pruneUnnecessaryPhrases(self):
phraseTextToPhraseObjectMap = {'dsf': Phrase('dsf', test_time-3*stream_settings['max_phrase_inactivity_time_in_seconds'], 1), 'abc': Phrase('abc', test_time, 1)}
UtilityMethods.pruneUnnecessaryPhrases(phraseTextToPhraseObjectMap, test_time, UtilityMethods.pruningConditionRandom, **stream_settings)
self.assertTrue('dsf' not in phraseTextToPhraseObjectMap)
self.assertTrue('abc' in phraseTextToPhraseObjectMap)
class UtilityMethodsTests(unittest.TestCase):
def setUp(self):
self.phraseVector = {
'project': 1,
'cluster': 1,
'highdimensional': 1,
'streams': 1
}
self.phraseTextAndDimensionMap = TwoWayMap()
self.phraseTextAndDimensionMap.set(TwoWayMap.MAP_FORWARD, 'project', 0)
self.phraseTextAndDimensionMap.set(TwoWayMap.MAP_FORWARD, 'cluster', 1)
self.phraseTextToPhraseObjectMap = {
'project':
Phrase('project', test_time, score=8),
'cluster':
Phrase('cluster', test_time, score=8),
'abcd':
Phrase(
'abcd',
test_time -
3 * stream_settings['max_phrase_inactivity_time_in_seconds'],
score=8)
}
self.vector = Vector({0: 1, 1: 1, 2: 1, 3: 1})
self.initial_max_dimensions = stream_settings['dimensions']
stream_settings['dimensions'] = 2
def tearDown(self):
stream_settings['dimensions'] = self.initial_max_dimensions
def test_updatedPhraseObject_PhraseObjectScoresAreUpdatedCorrectly(self):
UtilityMethods.updatePhraseTextToPhraseObject(
self.phraseVector, test_time + timedelta(seconds=60),
self.phraseTextToPhraseObjectMap, **stream_settings)
self.assertEqual(5, len(self.phraseTextToPhraseObjectMap))
self.assertEqual(5, self.phraseTextToPhraseObjectMap['project'].score)
self.assertEqual(1, self.phraseTextToPhraseObjectMap['streams'].score)
def test_updatedPhraseObject_phrase_does_not_exist_in_phraseToIdMap_but_exists_in_phraseTextToPhraseObjectMap_with_dimensions_full(
self):
stream_settings['dimensions'] = 1
self.phraseTextAndDimensionMap.remove(TwoWayMap.MAP_FORWARD, 'cluster')
UtilityMethods.updatePhraseTextToPhraseObject(
self.phraseVector, test_time + timedelta(seconds=60),
self.phraseTextToPhraseObjectMap, **stream_settings)
self.assertEqual({'project': 0},
self.phraseTextAndDimensionMap.getMap(
TwoWayMap.MAP_FORWARD))
self.assertEqual(5, len(self.phraseTextToPhraseObjectMap))
self.assertEqual(5, self.phraseTextToPhraseObjectMap['project'].score)
self.assertEqual(5, self.phraseTextToPhraseObjectMap['cluster'].score)
self.assertEqual(1, self.phraseTextToPhraseObjectMap['streams'].score)
def test_createOrAddNewPhraseObject(self):
UtilityMethods.createOrAddNewPhraseObject(
'new_phrase', self.phraseTextToPhraseObjectMap, test_time,
**stream_settings)
UtilityMethods.createOrAddNewPhraseObject(
'project', self.phraseTextToPhraseObjectMap, test_time,
**stream_settings)
self.assertEqual(4, len(self.phraseTextToPhraseObjectMap))
self.assertEqual(1,
self.phraseTextToPhraseObjectMap['new_phrase'].score)
self.assertEqual(9, self.phraseTextToPhraseObjectMap['project'].score)
def test_updateDimensions_when_phraseTextToIdMap_is_filled_to_max_dimensions(
self):
for phrase, score in zip(['added'], range(10, 11)):
self.phraseTextToPhraseObjectMap[phrase] = Phrase(phrase,
test_time,
score=score)
UtilityMethods.updateDimensions(self.phraseTextAndDimensionMap,
self.phraseTextToPhraseObjectMap,
test_time, **stream_settings)
self.assertEqual({
'project': 0,
'added': 1
}, self.phraseTextAndDimensionMap.getMap(TwoWayMap.MAP_FORWARD))
def test_updateDimensions_when_phraseTextToIdMap_is_filled_to_max_dimensions_and_entire_map_is_changed(
self):
for phrase, score in zip(['added', 'are'], range(10, 12)):
self.phraseTextToPhraseObjectMap[phrase] = Phrase(phrase,
test_time,
score=score)
UtilityMethods.updateDimensions(self.phraseTextAndDimensionMap,
self.phraseTextToPhraseObjectMap,
test_time, **stream_settings)
self.assertEqual({
'added': 1,
'are': 0
}, self.phraseTextAndDimensionMap.getMap(TwoWayMap.MAP_FORWARD))
def test_updateDimensions_when_phraseTextToIdMap_has_lesser_than_max_dimensions(
self):
stream_settings['dimensions'] = 4
for phrase, score in zip(['new', 'phrases', 'are', 'added'],
range(7, 11)):
self.phraseTextToPhraseObjectMap[phrase] = Phrase(phrase,
test_time,
score=score)
UtilityMethods.updateDimensions(self.phraseTextAndDimensionMap,
self.phraseTextToPhraseObjectMap,
test_time, **stream_settings)
self.assertEqual(
set({
'project': 0,
'phrases': 1,
'are': 2,
'added': 3
}),
set(self.phraseTextAndDimensionMap.getMap(TwoWayMap.MAP_FORWARD)))
self.assertEqual(4, len(self.phraseTextAndDimensionMap))
def test_updateDimensions_when_phrases_with_lower_id_are_removed_from_phraseTextToIdMap(
self):
stream_settings['dimensions'] = 3
for phrase, score in zip(['new', 'phrases', 'are'], range(100, 103)):
self.phraseTextToPhraseObjectMap[phrase] = Phrase(phrase,
test_time,
score=score)
self.phraseTextAndDimensionMap.set(TwoWayMap.MAP_FORWARD, 'cluster', 2)
self.phraseTextToPhraseObjectMap['cluster'].score = 100
UtilityMethods.updateDimensions(self.phraseTextAndDimensionMap,
self.phraseTextToPhraseObjectMap,
test_time, **stream_settings)
self.assertEqual(
range(3),
sorted(
self.phraseTextAndDimensionMap.getMap(
TwoWayMap.MAP_FORWARD).values()))
def test_updateDimensions_remove_old_phrases(self):
originalTime = self.phraseTextToPhraseObjectMap[
'abcd'].latestOccuranceTime
self.phraseTextToPhraseObjectMap[
'abcd'].latestOccuranceTime = test_time
UtilityMethods.updateDimensions(self.phraseTextAndDimensionMap,
self.phraseTextToPhraseObjectMap,
test_time, **stream_settings)
self.assertTrue('abcd' in self.phraseTextToPhraseObjectMap)
self.phraseTextToPhraseObjectMap[
'abcd'].latestOccuranceTime = originalTime
UtilityMethods.updateDimensions(self.phraseTextAndDimensionMap,
self.phraseTextToPhraseObjectMap,
test_time, **stream_settings)
self.assertTrue('abcd' not in self.phraseTextToPhraseObjectMap)
def test_updateDimensions_when_dimensions_have_to_be_removed(self):
stream_settings['dimensions'] = 4
self.phraseTextAndDimensionMap.set(TwoWayMap.MAP_FORWARD, 'abcdx', 2)
self.phraseTextAndDimensionMap.set(TwoWayMap.MAP_FORWARD, 'abcdxy', 3)
for phrase, score in zip(['new_text'], range(7, 8)):
self.phraseTextToPhraseObjectMap[phrase] = Phrase(phrase,
test_time,
score=score)
self.phraseTextToPhraseObjectMap[
'cluster'].latestOccuranceTime = test_time - 3 * stream_settings[
'max_phrase_inactivity_time_in_seconds']
UtilityMethods.updateDimensions(self.phraseTextAndDimensionMap,
self.phraseTextToPhraseObjectMap,
test_time, **stream_settings)
self.assertEqual(
set({
'project': 0,
'new_text': 1
}),
set(self.phraseTextAndDimensionMap.getMap(TwoWayMap.MAP_FORWARD)))
def test_checkCriticalErrorsInPhraseTextToIdMap_larger_than_expected_dimensions(
self):
self.phraseTextAndDimensionMap.set(TwoWayMap.MAP_FORWARD, 'sdfsd', 3)
print 'Ignore this message: ',
self.assertRaises(
SystemExit, UtilityMethods.checkCriticalErrorsInPhraseTextToIdMap,
self.phraseTextAndDimensionMap, **stream_settings)
def test_pruningConditionDeterministic(self):
phrase1 = Phrase(
'dsf', test_time -
3 * stream_settings['max_phrase_inactivity_time_in_seconds'], 1)
phrase2 = Phrase('dsf', test_time, 1)
self.assertTrue(
UtilityMethods.pruningConditionDeterministic(
phrase1, test_time, **stream_settings))
self.assertFalse(
UtilityMethods.pruningConditionDeterministic(
phrase2, test_time, **stream_settings))
def test_pruningConditionRandom(self):
phrase1 = Phrase(
'dsf', test_time -
3 * stream_settings['max_phrase_inactivity_time_in_seconds'], 1)
phrase2 = Phrase('dsf', test_time, 1)
self.assertTrue(
UtilityMethods.pruningConditionRandom(phrase1, test_time,
**stream_settings))
self.assertFalse(
UtilityMethods.pruningConditionRandom(phrase2, test_time,
**stream_settings))
def test_pruneUnnecessaryPhrases(self):
phraseTextToPhraseObjectMap = {
'dsf':
Phrase(
'dsf', test_time -
3 * stream_settings['max_phrase_inactivity_time_in_seconds'],
1),
'abc':
Phrase('abc', test_time, 1)
}
UtilityMethods.pruneUnnecessaryPhrases(
phraseTextToPhraseObjectMap, test_time,
UtilityMethods.pruningConditionRandom, **stream_settings)
self.assertTrue('dsf' not in phraseTextToPhraseObjectMap)
self.assertTrue('abc' in phraseTextToPhraseObjectMap)