本文整理汇总了Python中OperationUtils.data_operations.DataCleaning类的典型用法代码示例。如果您正苦于以下问题：Python DataCleaning类的具体用法？Python DataCleaning怎么用？Python DataCleaning使用的例子？那么, 这里精选的类代码示例或许可以为您提供帮助。
在下文中一共展示了DataCleaning类的15个代码示例，这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞，您的评价将有助于系统推荐出更棒的Python代码示例。
示例1: _prepareData
def _prepareData(self, column, cleanIt=True):
values = []
allCars = self.database.getAllCars()
if cleanIt:
allCars = DataCleaning.cleanAllData(allCars)
columnId = COLUMNIDDICTIONARY.get(column, 0)
for car in allCars:
values.append(car[columnId])
return values示例2: _addNewVersionCategory
def _addNewVersionCategory(self, item, model, ver, count):
versionName = DataCleaning.normalize(ver[0])
pattern1 = re.compile(".*\(\d+-")
pattern2 = re.compile(".*T\d")
if not self.db.brandLinkIsPresentInDatabase(ver[1]) \
and (pattern1.match(str(versionName)) or pattern2.match(str(versionName))):
self.db.insertVersionToDatabase(count, item[0], model[0], ver[0], ver[1])
return 1
else:
return 0示例3: test_normalize_number_of_doors
def test_normalize_number_of_doors(self):
self.assertEqual(DataCleaning.normalizeNumberOfDoors("2"), "2/3")
self.assertEqual(DataCleaning.normalizeNumberOfDoors("3"), "2/3")
self.assertEqual(DataCleaning.normalizeNumberOfDoors("2/3"), "2/3")
self.assertEqual(DataCleaning.normalizeNumberOfDoors("4"), "4/5")
self.assertEqual(DataCleaning.normalizeNumberOfDoors("5"), "4/5")
self.assertEqual(DataCleaning.normalizeNumberOfDoors("4/5"), "4/5")
self.assertEqual(DataCleaning.normalizeNumberOfDoors("30"), "unknown")示例4: test_strips_number_of_doors
def test_strips_number_of_doors(self):
toStrip = "4/5"
self.assertEqual(DataCleaning.stripDecimalValue(toStrip), "4/5")示例5: test_internationalizes_gearbox_half_automatic2
def test_internationalizes_gearbox_half_automatic2(self):
toInternationalize = "poautomatyczna (asg, tiptronic)"
self.assertEqual(DataCleaning.internationalizeGearbox(toInternationalize), "half-automatic")示例6: test_normalizes_color3
def test_normalizes_color3(self):
toNormalize = u"\n Żółty \n"
self.assertEqual(DataCleaning.normalize(toNormalize), "zolty")示例7: test_normalizes_power
def test_normalizes_power(self):
toNormalize = u"200KM"
self.assertEqual(DataCleaning.normalize(toNormalize), "200km")示例8: test_strips_simple_literal
def test_strips_simple_literal(self):
toStrip = "AAAaaa"
self.assertEqual(DataCleaning.stripDecimalValue(toStrip), "")示例9: test_normalizes_color
def test_normalizes_color(self):
toNormalize = u"\n Biały \n"
self.assertEqual(DataCleaning.normalize(toNormalize), "biay")示例10: test_clean_year
def test_clean_year(self):
self.assertEqual(len(DataCleaning.cleanYear(self.listOfCars)), 1)示例11: test_clean_mileage
def test_clean_mileage(self):
self.assertEqual(len(DataCleaning.cleanMileage(self.listOfCars)), 1)示例12: test_internationalizes_gearbox_cvt2
def test_internationalizes_gearbox_cvt2(self):
toInternationalize = "automatyczna bezstopniowa cvt"
self.assertEqual(DataCleaning.internationalizeGearbox(toInternationalize), "automatic - cvt")示例13: test_internationalizes_gearbox_unknown
def test_internationalizes_gearbox_unknown(self):
toInternationalize = "aaabbb"
self.assertEqual(DataCleaning.internationalizeGearbox(toInternationalize), "unknown")示例14: test_internationalizes_gearbox_dsg
def test_internationalizes_gearbox_dsg(self):
toInternationalize = "automatyczna dwusprzeglowa (dct, dsg)"
self.assertEqual(DataCleaning.internationalizeGearbox(toInternationalize), "automatic - dct, dsg")示例15: test_internationalizes_gearbox_automatic2
def test_internationalizes_gearbox_automatic2(self):
toInternationalize = "automatyczna hydrauliczna (klasyczna)"
self.assertEqual(DataCleaning.internationalizeGearbox(toInternationalize), "automatic")