Files
pandas-ta/tests/test_ext_indicator_statistics.py
T
2020-10-13 10:12:10 -07:00

60 lines
1.8 KiB
Python

from .config import sample_data
from .context import pandas_ta
from unittest import TestCase
from pandas import DataFrame
class TestStatisticsExtension(TestCase):
@classmethod
def setUpClass(cls):
cls.data = sample_data
@classmethod
def tearDownClass(cls):
del cls.data
def setUp(self): pass
def tearDown(self): pass
def test_entropy_ext(self):
self.data.ta.entropy(append=True)
self.assertIsInstance(self.data, DataFrame)
self.assertEqual(self.data.columns[-1], "ENTP_10")
def test_kurtosis_ext(self):
self.data.ta.kurtosis(append=True)
self.assertIsInstance(self.data, DataFrame)
self.assertEqual(self.data.columns[-1], "KURT_30")
def test_mad_ext(self):
self.data.ta.mad(append=True)
self.assertIsInstance(self.data, DataFrame)
self.assertEqual(self.data.columns[-1], "MAD_30")
def test_median_ext(self):
self.data.ta.median(append=True)
self.assertIsInstance(self.data, DataFrame)
self.assertEqual(self.data.columns[-1], "MEDIAN_30")
def test_quantile_ext(self):
self.data.ta.quantile(append=True)
self.assertIsInstance(self.data, DataFrame)
self.assertEqual(self.data.columns[-1], "QTL_30_0.5")
def test_skew_ext(self):
self.data.ta.skew(append=True)
self.assertIsInstance(self.data, DataFrame)
self.assertEqual(self.data.columns[-1], "SKEW_30")
def test_stdev_ext(self):
self.data.ta.stdev(append=True)
self.assertIsInstance(self.data, DataFrame)
self.assertEqual(self.data.columns[-1], "STDEV_30")
def test_variance_ext(self):
self.data.ta.variance(append=True)
self.assertIsInstance(self.data, DataFrame)
self.assertEqual(self.data.columns[-1], "VAR_30")