test_setops.py 2.5 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475
  1. import numpy as np
  2. import pandas as pd
  3. from pandas import Int64Index, TimedeltaIndex, timedelta_range
  4. import pandas.util.testing as tm
  5. class TestTimedeltaIndex(object):
  6. def test_union(self):
  7. i1 = timedelta_range('1day', periods=5)
  8. i2 = timedelta_range('3day', periods=5)
  9. result = i1.union(i2)
  10. expected = timedelta_range('1day', periods=7)
  11. tm.assert_index_equal(result, expected)
  12. i1 = Int64Index(np.arange(0, 20, 2))
  13. i2 = timedelta_range(start='1 day', periods=10, freq='D')
  14. i1.union(i2) # Works
  15. i2.union(i1) # Fails with "AttributeError: can't set attribute"
  16. def test_union_coverage(self):
  17. idx = TimedeltaIndex(['3d', '1d', '2d'])
  18. ordered = TimedeltaIndex(idx.sort_values(), freq='infer')
  19. result = ordered.union(idx)
  20. tm.assert_index_equal(result, ordered)
  21. result = ordered[:0].union(ordered)
  22. tm.assert_index_equal(result, ordered)
  23. assert result.freq == ordered.freq
  24. def test_union_bug_1730(self):
  25. rng_a = timedelta_range('1 day', periods=4, freq='3H')
  26. rng_b = timedelta_range('1 day', periods=4, freq='4H')
  27. result = rng_a.union(rng_b)
  28. exp = TimedeltaIndex(sorted(set(list(rng_a)) | set(list(rng_b))))
  29. tm.assert_index_equal(result, exp)
  30. def test_union_bug_1745(self):
  31. left = TimedeltaIndex(['1 day 15:19:49.695000'])
  32. right = TimedeltaIndex(['2 day 13:04:21.322000',
  33. '1 day 15:27:24.873000',
  34. '1 day 15:31:05.350000'])
  35. result = left.union(right)
  36. exp = TimedeltaIndex(sorted(set(list(left)) | set(list(right))))
  37. tm.assert_index_equal(result, exp)
  38. def test_union_bug_4564(self):
  39. left = timedelta_range("1 day", "30d")
  40. right = left + pd.offsets.Minute(15)
  41. result = left.union(right)
  42. exp = TimedeltaIndex(sorted(set(list(left)) | set(list(right))))
  43. tm.assert_index_equal(result, exp)
  44. def test_intersection_bug_1708(self):
  45. index_1 = timedelta_range('1 day', periods=4, freq='h')
  46. index_2 = index_1 + pd.offsets.Hour(5)
  47. result = index_1 & index_2
  48. assert len(result) == 0
  49. index_1 = timedelta_range('1 day', periods=4, freq='h')
  50. index_2 = index_1 + pd.offsets.Hour(1)
  51. result = index_1 & index_2
  52. expected = timedelta_range('1 day 01:00:00', periods=3, freq='h')
  53. tm.assert_index_equal(result, expected)