class TestClientTermsApi(unittest.TestCase):
def setUp(self):
self.client = FullClient(apiKey=conf.API_KEY,
apiServer=conf.BASE_PATH,
retinaName=conf.RETINA_NAME)
def testTerms(self):
terms = self.client.getTerms(term="apple",
getFingerprint=True,
startIndex=0,
maxResults=5)
self.assertTrue(len(terms) == 1)
self.assertTrue(terms[0].term == "apple")
self.assertTrue("NOUN" in terms[0].pos_types)
self.assertTrue(terms[0].df > 0.0001)
self.assertGreater(len(terms[0].fingerprint.positions), 100)
terms100 = self.client.getTerms("app*", startIndex=0, maxResults=100)
self.assertEqual(len(terms100), 100)
def testContexts(self):
contexts = self.client.getContextsForTerm(term="apple",
getFingerprint=True,
startIndex=0,
maxResults=3)
self.assertTrue(contexts != None)
self.assertEqual(3, len(contexts))
c0 = contexts[0]
self.assertGreater(len(c0.fingerprint.positions), 100)
self.assertTrue(conf.isString(c0.context_label))
self.assertTrue(c0.context_id == 0)
def testSimilarTerms(self):
terms = self.client.getSimilarTermsForTerm(term="apple",
contextId=0,
posType="NOUN",
getFingerprint=True,
startIndex=0,
maxResults=8)
self.assertTrue(terms != None)
self.assertEqual(8, len(terms))
t0 = terms[0]
self.assertTrue(len(t0.fingerprint.positions) > 0)
self.assertTrue(t0 != None)
self.assertTrue("NOUN" in t0.pos_types)
def testExceptionTerms(self):
exceptionOccurred = False
try:
terms = self.client.getSimilarTermsForTerm(term="apple",
posType="wrong")
except CorticalioException:
exceptionOccurred = True
self.assertTrue(exceptionOccurred)
class TestClientTextApi(unittest.TestCase):
def setUp(self):
self.client = FullClient(apiKey=conf.API_KEY,
apiServer=conf.BASE_PATH,
retinaName=conf.RETINA_NAME)
def testText(self):
fp = self.client.getFingerprintForText(inputText)
self.assertNotEqual(fp, None)
self.assertGreater(len(fp.positions), 500)
def testKeywords(self):
termList = self.client.getKeywordsForText(inputText)
self.assertGreater(len(termList), 2)
self.assertTrue(conf.isString(termList[0]))
def testTokenize(self):
sentences = self.client.getTokensForText(inputText)
self.assertGreater(len(sentences), 10)
self.assertTrue(conf.isString(sentences[0]))
firstSentence = sentences[0].split(',')
self.assertEqual(firstSentence[0], "george")
self.assertGreater(len(firstSentence), 10)
verbsSentences = self.client.getTokensForText(inputText, POStags="VB")
for verb in verbsSentences[0].split(","):
self.assertTrue("VERB" in self.client.getTerms(
term=verb)[0].pos_types)
def testSlices(self):
texts = self.client.getSlicesForText(inputText,
getFingerprint=True,
startIndex=0,
maxResults=2)
self.assertEqual(len(texts), 2)
self.assertEqual(texts[0].text.split(' ')[0], "George")
self.assertGreater(len(texts[0].fingerprint.positions), 100)
def testBulk(self):
fingerprints = self.client.getFingerprintsForTexts(bulkTexts,
sparsity=1.0)
self.assertEqual(len(fingerprints), 4)
for fp in fingerprints:
self.assertGreater(len(fp.positions), 100)
def testLanguageDetection(self):
self.assertEqual(
self.client.getLanguageForText("I have a dream!").language,
"English")
self.assertEqual(
self.client.getLanguageForText("Ich bin ein").wiki_url,
"http://en.wikipedia.org/wiki/German_language")
self.assertEqual(
self.client.getLanguageForText(
"Der var så dejligt ude på landet.").iso_tag, "da")
class TestClientTermsApi(unittest.TestCase):
def setUp(self):
self.client = FullClient(apiKey=conf.API_KEY, apiServer=conf.BASE_PATH, retinaName=conf.RETINA_NAME)
def testTerms(self):
terms = self.client.getTerms(term="apple", getFingerprint=True, startIndex=0, maxResults=5)
self.assertTrue(len(terms) == 1)
self.assertTrue(terms[0].term == "apple")
self.assertTrue("NOUN" in terms[0].pos_types)
self.assertTrue(terms[0].df > 0.0001)
self.assertGreater(len(terms[0].fingerprint.positions), 100)
terms100 = self.client.getTerms("app*", startIndex=0, maxResults=100)
self.assertEqual(len(terms100), 100)
def testContexts(self):
contexts = self.client.getContextsForTerm(term="apple", getFingerprint=True, startIndex=0, maxResults=3)
self.assertTrue(contexts != None)
self.assertEqual(3, len(contexts))
c0 = contexts[0]
self.assertGreater(len(c0.fingerprint.positions), 100)
self.assertTrue(conf.isString(c0.context_label))
self.assertTrue(c0.context_id == 0)
def testSimilarTerms(self):
terms = self.client.getSimilarTermsForTerm(
term="apple", contextId=0, posType="NOUN", getFingerprint=True, startIndex=0, maxResults=8
)
self.assertTrue(terms != None)
self.assertEqual(8, len(terms))
t0 = terms[0]
self.assertTrue(len(t0.fingerprint.positions) > 0)
self.assertTrue(t0 != None)
self.assertTrue("NOUN" in t0.pos_types)
def testExceptionTerms(self):
exceptionOccurred = False
try:
terms = self.client.getSimilarTermsForTerm(term="apple", posType="wrong")
except CorticalioException:
exceptionOccurred = True
self.assertTrue(exceptionOccurred)
class TestClientTextApi(unittest.TestCase):
def setUp(self):
self.client = FullClient(apiKey=conf.API_KEY, apiServer=conf.BASE_PATH, retinaName=conf.RETINA_NAME)
def testText(self):
fp = self.client.getFingerprintForText(inputText)
self.assertNotEqual(fp, None)
self.assertGreater(len(fp.positions), 500)
def testKeywords(self):
termList = self.client.getKeywordsForText(inputText)
self.assertGreater(len(termList), 2)
self.assertTrue(conf.isString(termList[0]))
def testTokenize(self):
sentences = self.client.getTokensForText(inputText)
self.assertGreater(len(sentences), 10)
self.assertTrue(conf.isString(sentences[0]))
firstSentence = sentences[0].split(',')
self.assertEqual(firstSentence[0], "george")
self.assertGreater(len(firstSentence), 10)
verbsSentences = self.client.getTokensForText(inputText, POStags="VB")
for verb in verbsSentences[0].split(","):
self.assertTrue("VERB" in self.client.getTerms(term=verb)[0].pos_types)
def testSlices(self):
texts = self.client.getSlicesForText(inputText, getFingerprint=True, startIndex=0, maxResults=2)
self.assertEqual(len(texts), 2)
self.assertEqual(texts[0].text.split(' ')[0], "George")
self.assertGreater(len(texts[0].fingerprint.positions), 100)
def testBulk(self):
fingerprints = self.client.getFingerprintsForTexts(bulkTexts, sparsity=1.0)
self.assertEqual(len(fingerprints), 4)
for fp in fingerprints:
self.assertGreater(len(fp.positions), 100)
def testLanguageDetection(self):
self.assertEqual(self.client.getLanguageForText("I have a dream!").language, "English")
self.assertEqual(self.client.getLanguageForText("Ich bin ein").wiki_url, "http://en.wikipedia.org/wiki/German_language")
self.assertEqual(self.client.getLanguageForText("Der var så dejligt ude på landet.").iso_tag, "da")
