def generateDataBase(self):
"""
This function generates traning database base on list of text files
Input:
Nothing
Returns:
Training database
"""
from database import TrainingDataBase
from wordparser import WordParser
database = TrainingDataBase()
for file_path in self._file_list:
contents = self._readFileContents(file_path)
for line in contents.split("\n"):
data = line.split(";")
if len(data) == 2:
request = WordParser(data[0]).wordsList()
answer = WordParser(data[1]).wordsList()
database.add(request, answer)
return database
def setUp(self):
from trainer import Trainer
from database import TrainingDataBase,WordDataBase,WordRecord
self.tr_empty = Trainer(WordDataBase(),TrainingDataBase())
wdb = WordDataBase()
wdb.addWord(WordRecord("aaa"))
wdb.addWord(WordRecord("bbb"))
wdb.addWord(WordRecord("ccc"))
tdb = TrainingDataBase()
tdb.add([WordRecord("aaa"),WordRecord("bbb"),WordRecord("ccc")],[WordRecord("ccc"),WordRecord("bbb")])
tdb.add([WordRecord("aaa"),WordRecord("ccc")],[WordRecord("ccc"),WordRecord("ccc")])
self.tr_notempty = Trainer(wdb,tdb)
def setUp(self):
from database import TrainingDataBase
self.db = TrainingDataBase()
class TrainingDataBaseTest(unittest.TestCase):
def setUp(self):
from database import TrainingDataBase
self.db = TrainingDataBase()
def test_add_invalidinput(self):
from database import DataBaseException
with self.assertRaises(DataBaseException):
self.db.add(None,None)
def test_add_validinput(self):
from database import WordRecord
self.db.add([WordRecord("Abc"),WordRecord("abc"),WordRecord("abc")],[WordRecord("Abc"),WordRecord("abc"),WordRecord("abc")])
def test_getAll_dbempty(self):
data = self.db.getAll()
self.assertEqual(data,[])
def test_getAll_dbnotempty(self):
from database import WordRecord
self.db.add([WordRecord("Abc"),WordRecord("abc"),WordRecord("abc")],[WordRecord("Abc"),WordRecord("abc"),WordRecord("abc")])
self.db.add([WordRecord("Abc"),WordRecord("abc"),WordRecord("abc")],[WordRecord("kkk"),WordRecord("kkk"),WordRecord("kkk")])
self.db.add([WordRecord("bbb"),WordRecord("bbb"),WordRecord("bbb")],[WordRecord("bbb"),WordRecord("bbb"),WordRecord("bbb")])
self.db.add([WordRecord("ccc"),WordRecord("ccc"),WordRecord("ccc")],[WordRecord("ccc"),WordRecord("ccc"),WordRecord("ccc")])
data = self.db.getAll()
self.assertNotIn(([WordRecord("Abc"),WordRecord("abc"),WordRecord("abc")],[WordRecord("Abc"),WordRecord("abc"),WordRecord("abc")]),data)
self.assertIn(([WordRecord("bbb"),WordRecord("bbb"),WordRecord("bbb")],[WordRecord("bbb"),WordRecord("bbb"),WordRecord("bbb")]),data)
self.assertIn(([WordRecord("ccc"),WordRecord("ccc"),WordRecord("ccc")],[WordRecord("ccc"),WordRecord("ccc"),WordRecord("ccc")]),data)
self.assertIn(([WordRecord("Abc"),WordRecord("abc"),WordRecord("abc")],[WordRecord("kkk"),WordRecord("kkk"),WordRecord("kkk")]),data)
def test_maxRequestWordCount(self):
from database import WordRecord
self.db.add([WordRecord("Abc"),WordRecord("abc"),WordRecord("abc"),WordRecord("ccc")],[WordRecord("Abc"),WordRecord("abc"),WordRecord("abc")])
self.db.add([WordRecord("Abc"),WordRecord("abc"),WordRecord("abc")],[WordRecord("Abc"),WordRecord("abc")])
size = self.db.maxRequestWordCount()
self.assertEqual(size,4)
def test_maxAnswerWordCount(self):
from database import WordRecord
self.db.add([WordRecord("Abc"),WordRecord("abc"),WordRecord("abc"),WordRecord("ccc")],[WordRecord("Abc"),WordRecord("abc"),WordRecord("abc")])
self.db.add([WordRecord("Abc"),WordRecord("abc"),WordRecord("abc")],[WordRecord("Abc"),WordRecord("abc")])
size = self.db.maxAnswerWordCount()
self.assertEqual(size,3)
def test_maxRequestWordCount_empty(self):
size = self.db.maxRequestWordCount()
self.assertEqual(size,0)
def test_maxAnswerWordCount_empty(self):
size = self.db.maxAnswerWordCount()
self.assertEqual(size,0)