""" Tests for offsets.Tick and subclasses """ from datetime import ( datetime, timedelta, ) from hypothesis import ( assume, example, given, ) import numpy as np import pytest from pandas._libs.tslibs.offsets import delta_to_tick from pandas import ( Timedelta, Timestamp, ) import pandas._testing as tm from pandas._testing._hypothesis import INT_NEG_999_TO_POS_999 from pandas.tests.tseries.offsets.common import assert_offset_equal from pandas.tseries import offsets from pandas.tseries.offsets import ( Hour, Micro, Milli, Minute, Nano, Second, ) # --------------------------------------------------------------------- # Test Helpers tick_classes = [Hour, Minute, Second, Milli, Micro, Nano] # --------------------------------------------------------------------- def test_apply_ticks(): result = offsets.Hour(3) + offsets.Hour(4) exp = offsets.Hour(7) assert result == exp def test_delta_to_tick(): delta = timedelta(3) tick = delta_to_tick(delta) assert tick == offsets.Day(3) td = Timedelta(nanoseconds=5) tick = delta_to_tick(td) assert tick == Nano(5) @pytest.mark.parametrize("cls", tick_classes) @example(n=2, m=3) @example(n=800, m=300) @example(n=1000, m=5) @given(n=INT_NEG_999_TO_POS_999, m=INT_NEG_999_TO_POS_999) def test_tick_add_sub(cls, n, m): # For all Tick subclasses and all integers n, m, we should have # tick(n) + tick(m) == tick(n+m) # tick(n) - tick(m) == tick(n-m) left = cls(n) right = cls(m) expected = cls(n + m) assert left + right == expected expected = cls(n - m) assert left - right == expected @pytest.mark.arm_slow @pytest.mark.parametrize("cls", tick_classes) @example(n=2, m=3) @given(n=INT_NEG_999_TO_POS_999, m=INT_NEG_999_TO_POS_999) def test_tick_equality(cls, n, m): assume(m != n) # tick == tock iff tick.n == tock.n left = cls(n) right = cls(m) assert left != right right = cls(n) assert left == right assert not left != right if n != 0: assert cls(n) != cls(-n) # --------------------------------------------------------------------- def test_Hour(): assert_offset_equal(Hour(), datetime(2010, 1, 1), datetime(2010, 1, 1, 1)) assert_offset_equal(Hour(-1), datetime(2010, 1, 1, 1), datetime(2010, 1, 1)) assert_offset_equal(2 * Hour(), datetime(2010, 1, 1), datetime(2010, 1, 1, 2)) assert_offset_equal(-1 * Hour(), datetime(2010, 1, 1, 1), datetime(2010, 1, 1)) assert Hour(3) + Hour(2) == Hour(5) assert Hour(3) - Hour(2) == Hour() assert Hour(4) != Hour(1) def test_Minute(): assert_offset_equal(Minute(), datetime(2010, 1, 1), datetime(2010, 1, 1, 0, 1)) assert_offset_equal(Minute(-1), datetime(2010, 1, 1, 0, 1), datetime(2010, 1, 1)) assert_offset_equal(2 * Minute(), datetime(2010, 1, 1), datetime(2010, 1, 1, 0, 2)) assert_offset_equal(-1 * Minute(), datetime(2010, 1, 1, 0, 1), datetime(2010, 1, 1)) assert Minute(3) + Minute(2) == Minute(5) assert Minute(3) - Minute(2) == Minute() assert Minute(5) != Minute() def test_Second(): assert_offset_equal(Second(), datetime(2010, 1, 1), datetime(2010, 1, 1, 0, 0, 1)) assert_offset_equal(Second(-1), datetime(2010, 1, 1, 0, 0, 1), datetime(2010, 1, 1)) assert_offset_equal( 2 * Second(), datetime(2010, 1, 1), datetime(2010, 1, 1, 0, 0, 2) ) assert_offset_equal( -1 * Second(), datetime(2010, 1, 1, 0, 0, 1), datetime(2010, 1, 1) ) assert Second(3) + Second(2) == Second(5) assert Second(3) - Second(2) == Second() def test_Millisecond(): assert_offset_equal( Milli(), datetime(2010, 1, 1), datetime(2010, 1, 1, 0, 0, 0, 1000) ) assert_offset_equal( Milli(-1), datetime(2010, 1, 1, 0, 0, 0, 1000), datetime(2010, 1, 1) ) assert_offset_equal( Milli(2), datetime(2010, 1, 1), datetime(2010, 1, 1, 0, 0, 0, 2000) ) assert_offset_equal( 2 * Milli(), datetime(2010, 1, 1), datetime(2010, 1, 1, 0, 0, 0, 2000) ) assert_offset_equal( -1 * Milli(), datetime(2010, 1, 1, 0, 0, 0, 1000), datetime(2010, 1, 1) ) assert Milli(3) + Milli(2) == Milli(5) assert Milli(3) - Milli(2) == Milli() def test_MillisecondTimestampArithmetic(): assert_offset_equal( Milli(), Timestamp("2010-01-01"), Timestamp("2010-01-01 00:00:00.001") ) assert_offset_equal( Milli(-1), Timestamp("2010-01-01 00:00:00.001"), Timestamp("2010-01-01") ) def test_Microsecond(): assert_offset_equal(Micro(), datetime(2010, 1, 1), datetime(2010, 1, 1, 0, 0, 0, 1)) assert_offset_equal( Micro(-1), datetime(2010, 1, 1, 0, 0, 0, 1), datetime(2010, 1, 1) ) assert_offset_equal( 2 * Micro(), datetime(2010, 1, 1), datetime(2010, 1, 1, 0, 0, 0, 2) ) assert_offset_equal( -1 * Micro(), datetime(2010, 1, 1, 0, 0, 0, 1), datetime(2010, 1, 1) ) assert Micro(3) + Micro(2) == Micro(5) assert Micro(3) - Micro(2) == Micro() def test_NanosecondGeneric(): timestamp = Timestamp(datetime(2010, 1, 1)) assert timestamp.nanosecond == 0 result = timestamp + Nano(10) assert result.nanosecond == 10 reverse_result = Nano(10) + timestamp assert reverse_result.nanosecond == 10 def test_Nanosecond(): timestamp = Timestamp(datetime(2010, 1, 1)) assert_offset_equal(Nano(), timestamp, timestamp + np.timedelta64(1, "ns")) assert_offset_equal(Nano(-1), timestamp + np.timedelta64(1, "ns"), timestamp) assert_offset_equal(2 * Nano(), timestamp, timestamp + np.timedelta64(2, "ns")) assert_offset_equal(-1 * Nano(), timestamp + np.timedelta64(1, "ns"), timestamp) assert Nano(3) + Nano(2) == Nano(5) assert Nano(3) - Nano(2) == Nano() # GH9284 assert Nano(1) + Nano(10) == Nano(11) assert Nano(5) + Micro(1) == Nano(1005) assert Micro(5) + Nano(1) == Nano(5001) @pytest.mark.parametrize( "kls, expected", [ (Hour, Timedelta(hours=5)), (Minute, Timedelta(hours=2, minutes=3)), (Second, Timedelta(hours=2, seconds=3)), (Milli, Timedelta(hours=2, milliseconds=3)), (Micro, Timedelta(hours=2, microseconds=3)), (Nano, Timedelta(hours=2, nanoseconds=3)), ], ) def test_tick_addition(kls, expected): offset = kls(3) td = Timedelta(hours=2) for other in [td, td.to_pytimedelta(), td.to_timedelta64()]: result = offset + other assert isinstance(result, Timedelta) assert result == expected result = other + offset assert isinstance(result, Timedelta) assert result == expected @pytest.mark.parametrize("cls", tick_classes) def test_tick_division(cls): off = cls(10) assert off / cls(5) == 2 assert off / 2 == cls(5) assert off / 2.0 == cls(5) assert off / off.delta == 1 assert off / off.delta.to_timedelta64() == 1 assert off / Nano(1) == off.delta / Nano(1).delta if cls is not Nano: # A case where we end up with a smaller class result = off / 1000 assert isinstance(result, offsets.Tick) assert not isinstance(result, cls) assert result.delta == off.delta / 1000 if cls._nanos_inc < Timedelta(seconds=1)._value: # Case where we end up with a bigger class result = off / 0.001 assert isinstance(result, offsets.Tick) assert not isinstance(result, cls) assert result.delta == off.delta / 0.001 def test_tick_mul_float(): off = Micro(2) # Case where we retain type result = off * 1.5 expected = Micro(3) assert result == expected assert isinstance(result, Micro) # Case where we bump up to the next type result = off * 1.25 expected = Nano(2500) assert result == expected assert isinstance(result, Nano) @pytest.mark.parametrize("cls", tick_classes) def test_tick_rdiv(cls): off = cls(10) delta = off.delta td64 = delta.to_timedelta64() instance__type = ".".join([cls.__module__, cls.__name__]) msg = ( "unsupported operand type\\(s\\) for \\/: 'int'|'float' and " f"'{instance__type}'" ) with pytest.raises(TypeError, match=msg): 2 / off with pytest.raises(TypeError, match=msg): 2.0 / off assert (td64 * 2.5) / off == 2.5 if cls is not Nano: # skip pytimedelta for Nano since it gets dropped assert (delta.to_pytimedelta() * 2) / off == 2 result = np.array([2 * td64, td64]) / off expected = np.array([2.0, 1.0]) tm.assert_numpy_array_equal(result, expected) @pytest.mark.parametrize("cls1", tick_classes) @pytest.mark.parametrize("cls2", tick_classes) def test_tick_zero(cls1, cls2): assert cls1(0) == cls2(0) assert cls1(0) + cls2(0) == cls1(0) if cls1 is not Nano: assert cls1(2) + cls2(0) == cls1(2) if cls1 is Nano: assert cls1(2) + Nano(0) == cls1(2) @pytest.mark.parametrize("cls", tick_classes) def test_tick_equalities(cls): assert cls() == cls(1) @pytest.mark.parametrize("cls", tick_classes) def test_tick_offset(cls): assert not cls().is_anchored() @pytest.mark.parametrize("cls", tick_classes) def test_compare_ticks(cls): three = cls(3) four = cls(4) assert three < cls(4) assert cls(3) < four assert four > cls(3) assert cls(4) > three assert cls(3) == cls(3) assert cls(3) != cls(4) @pytest.mark.parametrize("cls", tick_classes) def test_compare_ticks_to_strs(cls): # GH#23524 off = cls(19) # These tests should work with any strings, but we particularly are # interested in "infer" as that comparison is convenient to make in # Datetime/Timedelta Array/Index constructors assert not off == "infer" assert not "foo" == off instance_type = ".".join([cls.__module__, cls.__name__]) msg = ( "'<'|'<='|'>'|'>=' not supported between instances of " f"'str' and '{instance_type}'|'{instance_type}' and 'str'" ) for left, right in [("infer", off), (off, "infer")]: with pytest.raises(TypeError, match=msg): left < right with pytest.raises(TypeError, match=msg): left <= right with pytest.raises(TypeError, match=msg): left > right with pytest.raises(TypeError, match=msg): left >= right @pytest.mark.parametrize("cls", tick_classes) def test_compare_ticks_to_timedeltalike(cls): off = cls(19) td = off.delta others = [td, td.to_timedelta64()] if cls is not Nano: others.append(td.to_pytimedelta()) for other in others: assert off == other assert not off != other assert not off < other assert not off > other assert off <= other assert off >= other