""" test the scalar Timestamp """ import pytz import pytest import dateutil import calendar import locale import numpy as np from dateutil.tz import tzutc from pytz import timezone, utc from datetime import datetime, timedelta import pandas.util.testing as tm import pandas.util._test_decorators as td from pandas.tseries import offsets from pandas._libs.tslibs import conversion from pandas._libs.tslibs.timezones import get_timezone, dateutil_gettz as gettz from pandas.errors import OutOfBoundsDatetime from pandas.compat import long, PY3 from pandas.compat.numpy import np_datetime64_compat from pandas import Timestamp, Period, Timedelta, NaT class TestTimestampProperties(object): def test_properties_business(self): ts = Timestamp('2017-10-01', freq='B') control = Timestamp('2017-10-01') assert ts.dayofweek == 6 assert not ts.is_month_start # not a weekday assert not ts.is_quarter_start # not a weekday # Control case: non-business is month/qtr start assert control.is_month_start assert control.is_quarter_start ts = Timestamp('2017-09-30', freq='B') control = Timestamp('2017-09-30') assert ts.dayofweek == 5 assert not ts.is_month_end # not a weekday assert not ts.is_quarter_end # not a weekday # Control case: non-business is month/qtr start assert control.is_month_end assert control.is_quarter_end def test_fields(self): def check(value, equal): # that we are int/long like assert isinstance(value, (int, long)) assert value == equal # GH 10050 ts = Timestamp('2015-05-10 09:06:03.000100001') check(ts.year, 2015) check(ts.month, 5) check(ts.day, 10) check(ts.hour, 9) check(ts.minute, 6) check(ts.second, 3) pytest.raises(AttributeError, lambda: ts.millisecond) check(ts.microsecond, 100) check(ts.nanosecond, 1) check(ts.dayofweek, 6) check(ts.quarter, 2) check(ts.dayofyear, 130) check(ts.week, 19) check(ts.daysinmonth, 31) check(ts.daysinmonth, 31) # GH 13303 ts = Timestamp('2014-12-31 23:59:00-05:00', tz='US/Eastern') check(ts.year, 2014) check(ts.month, 12) check(ts.day, 31) check(ts.hour, 23) check(ts.minute, 59) check(ts.second, 0) pytest.raises(AttributeError, lambda: ts.millisecond) check(ts.microsecond, 0) check(ts.nanosecond, 0) check(ts.dayofweek, 2) check(ts.quarter, 4) check(ts.dayofyear, 365) check(ts.week, 1) check(ts.daysinmonth, 31) ts = Timestamp('2014-01-01 00:00:00+01:00') starts = ['is_month_start', 'is_quarter_start', 'is_year_start'] for start in starts: assert getattr(ts, start) ts = Timestamp('2014-12-31 23:59:59+01:00') ends = ['is_month_end', 'is_year_end', 'is_quarter_end'] for end in ends: assert getattr(ts, end) # GH 12806 @pytest.mark.parametrize('data', [Timestamp('2017-08-28 23:00:00'), Timestamp('2017-08-28 23:00:00', tz='EST')]) @pytest.mark.parametrize('time_locale', [ None] if tm.get_locales() is None else [None] + tm.get_locales()) def test_names(self, data, time_locale): # GH 17354 # Test .weekday_name, .day_name(), .month_name with tm.assert_produces_warning(FutureWarning, check_stacklevel=False): assert data.weekday_name == 'Monday' if time_locale is None: expected_day = 'Monday' expected_month = 'August' else: with tm.set_locale(time_locale, locale.LC_TIME): expected_day = calendar.day_name[0].capitalize() expected_month = calendar.month_name[8].capitalize() assert data.day_name(time_locale) == expected_day assert data.month_name(time_locale) == expected_month # Test NaT nan_ts = Timestamp(NaT) assert np.isnan(nan_ts.day_name(time_locale)) assert np.isnan(nan_ts.month_name(time_locale)) def test_is_leap_year(self, tz_naive_fixture): tz = tz_naive_fixture # GH 13727 dt = Timestamp('2000-01-01 00:00:00', tz=tz) assert dt.is_leap_year assert isinstance(dt.is_leap_year, bool) dt = Timestamp('1999-01-01 00:00:00', tz=tz) assert not dt.is_leap_year dt = Timestamp('2004-01-01 00:00:00', tz=tz) assert dt.is_leap_year dt = Timestamp('2100-01-01 00:00:00', tz=tz) assert not dt.is_leap_year def test_woy_boundary(self): # make sure weeks at year boundaries are correct d = datetime(2013, 12, 31) result = Timestamp(d).week expected = 1 # ISO standard assert result == expected d = datetime(2008, 12, 28) result = Timestamp(d).week expected = 52 # ISO standard assert result == expected d = datetime(2009, 12, 31) result = Timestamp(d).week expected = 53 # ISO standard assert result == expected d = datetime(2010, 1, 1) result = Timestamp(d).week expected = 53 # ISO standard assert result == expected d = datetime(2010, 1, 3) result = Timestamp(d).week expected = 53 # ISO standard assert result == expected result = np.array([Timestamp(datetime(*args)).week for args in [(2000, 1, 1), (2000, 1, 2), ( 2005, 1, 1), (2005, 1, 2)]]) assert (result == [52, 52, 53, 53]).all() class TestTimestampConstructors(object): def test_constructor(self): base_str = '2014-07-01 09:00' base_dt = datetime(2014, 7, 1, 9) base_expected = 1404205200000000000 # confirm base representation is correct import calendar assert (calendar.timegm(base_dt.timetuple()) * 1000000000 == base_expected) tests = [(base_str, base_dt, base_expected), ('2014-07-01 10:00', datetime(2014, 7, 1, 10), base_expected + 3600 * 1000000000), ('2014-07-01 09:00:00.000008000', datetime(2014, 7, 1, 9, 0, 0, 8), base_expected + 8000), ('2014-07-01 09:00:00.000000005', Timestamp('2014-07-01 09:00:00.000000005'), base_expected + 5)] timezones = [(None, 0), ('UTC', 0), (pytz.utc, 0), ('Asia/Tokyo', 9), ('US/Eastern', -4), ('dateutil/US/Pacific', -7), (pytz.FixedOffset(-180), -3), (dateutil.tz.tzoffset(None, 18000), 5)] for date_str, date, expected in tests: for result in [Timestamp(date_str), Timestamp(date)]: # only with timestring assert result.value == expected assert conversion.pydt_to_i8(result) == expected # re-creation shouldn't affect to internal value result = Timestamp(result) assert result.value == expected assert conversion.pydt_to_i8(result) == expected # with timezone for tz, offset in timezones: for result in [Timestamp(date_str, tz=tz), Timestamp(date, tz=tz)]: expected_tz = expected - offset * 3600 * 1000000000 assert result.value == expected_tz assert conversion.pydt_to_i8(result) == expected_tz # should preserve tz result = Timestamp(result) assert result.value == expected_tz assert conversion.pydt_to_i8(result) == expected_tz # should convert to UTC result = Timestamp(result, tz='UTC') expected_utc = expected - offset * 3600 * 1000000000 assert result.value == expected_utc assert conversion.pydt_to_i8(result) == expected_utc def test_constructor_with_stringoffset(self): # GH 7833 base_str = '2014-07-01 11:00:00+02:00' base_dt = datetime(2014, 7, 1, 9) base_expected = 1404205200000000000 # confirm base representation is correct import calendar assert (calendar.timegm(base_dt.timetuple()) * 1000000000 == base_expected) tests = [(base_str, base_expected), ('2014-07-01 12:00:00+02:00', base_expected + 3600 * 1000000000), ('2014-07-01 11:00:00.000008000+02:00', base_expected + 8000), ('2014-07-01 11:00:00.000000005+02:00', base_expected + 5)] timezones = [(None, 0), ('UTC', 0), (pytz.utc, 0), ('Asia/Tokyo', 9), ('US/Eastern', -4), ('dateutil/US/Pacific', -7), (pytz.FixedOffset(-180), -3), (dateutil.tz.tzoffset(None, 18000), 5)] for date_str, expected in tests: for result in [Timestamp(date_str)]: # only with timestring assert result.value == expected assert conversion.pydt_to_i8(result) == expected # re-creation shouldn't affect to internal value result = Timestamp(result) assert result.value == expected assert conversion.pydt_to_i8(result) == expected # with timezone for tz, offset in timezones: result = Timestamp(date_str, tz=tz) expected_tz = expected assert result.value == expected_tz assert conversion.pydt_to_i8(result) == expected_tz # should preserve tz result = Timestamp(result) assert result.value == expected_tz assert conversion.pydt_to_i8(result) == expected_tz # should convert to UTC result = Timestamp(result, tz='UTC') expected_utc = expected assert result.value == expected_utc assert conversion.pydt_to_i8(result) == expected_utc # This should be 2013-11-01 05:00 in UTC # converted to Chicago tz result = Timestamp('2013-11-01 00:00:00-0500', tz='America/Chicago') assert result.value == Timestamp('2013-11-01 05:00').value expected = "Timestamp('2013-11-01 00:00:00-0500', tz='America/Chicago')" # noqa assert repr(result) == expected assert result == eval(repr(result)) # This should be 2013-11-01 05:00 in UTC # converted to Tokyo tz (+09:00) result = Timestamp('2013-11-01 00:00:00-0500', tz='Asia/Tokyo') assert result.value == Timestamp('2013-11-01 05:00').value expected = "Timestamp('2013-11-01 14:00:00+0900', tz='Asia/Tokyo')" assert repr(result) == expected assert result == eval(repr(result)) # GH11708 # This should be 2015-11-18 10:00 in UTC # converted to Asia/Katmandu result = Timestamp("2015-11-18 15:45:00+05:45", tz="Asia/Katmandu") assert result.value == Timestamp("2015-11-18 10:00").value expected = "Timestamp('2015-11-18 15:45:00+0545', tz='Asia/Katmandu')" assert repr(result) == expected assert result == eval(repr(result)) # This should be 2015-11-18 10:00 in UTC # converted to Asia/Kolkata result = Timestamp("2015-11-18 15:30:00+05:30", tz="Asia/Kolkata") assert result.value == Timestamp("2015-11-18 10:00").value expected = "Timestamp('2015-11-18 15:30:00+0530', tz='Asia/Kolkata')" assert repr(result) == expected assert result == eval(repr(result)) def test_constructor_invalid(self): with tm.assert_raises_regex(TypeError, 'Cannot convert input'): Timestamp(slice(2)) with tm.assert_raises_regex(ValueError, 'Cannot convert Period'): Timestamp(Period('1000-01-01')) def test_constructor_invalid_tz(self): # GH#17690 with tm.assert_raises_regex(TypeError, 'must be a datetime.tzinfo'): Timestamp('2017-10-22', tzinfo='US/Eastern') with tm.assert_raises_regex(ValueError, 'at most one of'): Timestamp('2017-10-22', tzinfo=utc, tz='UTC') with tm.assert_raises_regex(ValueError, "Invalid frequency:"): # GH#5168 # case where user tries to pass tz as an arg, not kwarg, gets # interpreted as a `freq` Timestamp('2012-01-01', 'US/Pacific') def test_constructor_tz_or_tzinfo(self): # GH#17943, GH#17690, GH#5168 stamps = [Timestamp(year=2017, month=10, day=22, tz='UTC'), Timestamp(year=2017, month=10, day=22, tzinfo=utc), Timestamp(year=2017, month=10, day=22, tz=utc), Timestamp(datetime(2017, 10, 22), tzinfo=utc), Timestamp(datetime(2017, 10, 22), tz='UTC'), Timestamp(datetime(2017, 10, 22), tz=utc)] assert all(ts == stamps[0] for ts in stamps) def test_constructor_positional(self): # see gh-10758 with pytest.raises(TypeError): Timestamp(2000, 1) with pytest.raises(ValueError): Timestamp(2000, 0, 1) with pytest.raises(ValueError): Timestamp(2000, 13, 1) with pytest.raises(ValueError): Timestamp(2000, 1, 0) with pytest.raises(ValueError): Timestamp(2000, 1, 32) # see gh-11630 assert (repr(Timestamp(2015, 11, 12)) == repr(Timestamp('20151112'))) assert (repr(Timestamp(2015, 11, 12, 1, 2, 3, 999999)) == repr(Timestamp('2015-11-12 01:02:03.999999'))) def test_constructor_keyword(self): # GH 10758 with pytest.raises(TypeError): Timestamp(year=2000, month=1) with pytest.raises(ValueError): Timestamp(year=2000, month=0, day=1) with pytest.raises(ValueError): Timestamp(year=2000, month=13, day=1) with pytest.raises(ValueError): Timestamp(year=2000, month=1, day=0) with pytest.raises(ValueError): Timestamp(year=2000, month=1, day=32) assert (repr(Timestamp(year=2015, month=11, day=12)) == repr(Timestamp('20151112'))) assert (repr(Timestamp(year=2015, month=11, day=12, hour=1, minute=2, second=3, microsecond=999999)) == repr(Timestamp('2015-11-12 01:02:03.999999'))) def test_constructor_fromordinal(self): base = datetime(2000, 1, 1) ts = Timestamp.fromordinal(base.toordinal(), freq='D') assert base == ts assert ts.freq == 'D' assert base.toordinal() == ts.toordinal() ts = Timestamp.fromordinal(base.toordinal(), tz='US/Eastern') assert Timestamp('2000-01-01', tz='US/Eastern') == ts assert base.toordinal() == ts.toordinal() # GH#3042 dt = datetime(2011, 4, 16, 0, 0) ts = Timestamp.fromordinal(dt.toordinal()) assert ts.to_pydatetime() == dt # with a tzinfo stamp = Timestamp('2011-4-16', tz='US/Eastern') dt_tz = stamp.to_pydatetime() ts = Timestamp.fromordinal(dt_tz.toordinal(), tz='US/Eastern') assert ts.to_pydatetime() == dt_tz @pytest.mark.parametrize('result', [ Timestamp(datetime(2000, 1, 2, 3, 4, 5, 6), nanosecond=1), Timestamp(year=2000, month=1, day=2, hour=3, minute=4, second=5, microsecond=6, nanosecond=1), Timestamp(year=2000, month=1, day=2, hour=3, minute=4, second=5, microsecond=6, nanosecond=1, tz='UTC'), Timestamp(2000, 1, 2, 3, 4, 5, 6, 1, None), Timestamp(2000, 1, 2, 3, 4, 5, 6, 1, pytz.UTC)]) def test_constructor_nanosecond(self, result): # GH 18898 expected = Timestamp(datetime(2000, 1, 2, 3, 4, 5, 6), tz=result.tz) expected = expected + Timedelta(nanoseconds=1) assert result == expected @pytest.mark.parametrize('arg', ['year', 'month', 'day', 'hour', 'minute', 'second', 'microsecond', 'nanosecond']) def test_invalid_date_kwarg_with_string_input(self, arg): kwarg = {arg: 1} with pytest.raises(ValueError): Timestamp('2010-10-10 12:59:59.999999999', **kwarg) def test_out_of_bounds_value(self): one_us = np.timedelta64(1).astype('timedelta64[us]') # By definition we can't go out of bounds in [ns], so we # convert the datetime64s to [us] so we can go out of bounds min_ts_us = np.datetime64(Timestamp.min).astype('M8[us]') max_ts_us = np.datetime64(Timestamp.max).astype('M8[us]') # No error for the min/max datetimes Timestamp(min_ts_us) Timestamp(max_ts_us) # One us less than the minimum is an error with pytest.raises(ValueError): Timestamp(min_ts_us - one_us) # One us more than the maximum is an error with pytest.raises(ValueError): Timestamp(max_ts_us + one_us) def test_out_of_bounds_string(self): with pytest.raises(ValueError): Timestamp('1676-01-01') with pytest.raises(ValueError): Timestamp('2263-01-01') def test_barely_out_of_bounds(self): # GH#19529 # GH#19382 close enough to bounds that dropping nanos would result # in an in-bounds datetime with pytest.raises(OutOfBoundsDatetime): Timestamp('2262-04-11 23:47:16.854775808') def test_bounds_with_different_units(self): out_of_bounds_dates = ('1677-09-21', '2262-04-12') time_units = ('D', 'h', 'm', 's', 'ms', 'us') for date_string in out_of_bounds_dates: for unit in time_units: dt64 = np.datetime64(date_string, dtype='M8[%s]' % unit) with pytest.raises(ValueError): Timestamp(dt64) in_bounds_dates = ('1677-09-23', '2262-04-11') for date_string in in_bounds_dates: for unit in time_units: dt64 = np.datetime64(date_string, dtype='M8[%s]' % unit) Timestamp(dt64) def test_min_valid(self): # Ensure that Timestamp.min is a valid Timestamp Timestamp(Timestamp.min) def test_max_valid(self): # Ensure that Timestamp.max is a valid Timestamp Timestamp(Timestamp.max) def test_now(self): # GH#9000 ts_from_string = Timestamp('now') ts_from_method = Timestamp.now() ts_datetime = datetime.now() ts_from_string_tz = Timestamp('now', tz='US/Eastern') ts_from_method_tz = Timestamp.now(tz='US/Eastern') # Check that the delta between the times is less than 1s (arbitrarily # small) delta = Timedelta(seconds=1) assert abs(ts_from_method - ts_from_string) < delta assert abs(ts_datetime - ts_from_method) < delta assert abs(ts_from_method_tz - ts_from_string_tz) < delta assert (abs(ts_from_string_tz.tz_localize(None) - ts_from_method_tz.tz_localize(None)) < delta) def test_today(self): ts_from_string = Timestamp('today') ts_from_method = Timestamp.today() ts_datetime = datetime.today() ts_from_string_tz = Timestamp('today', tz='US/Eastern') ts_from_method_tz = Timestamp.today(tz='US/Eastern') # Check that the delta between the times is less than 1s (arbitrarily # small) delta = Timedelta(seconds=1) assert abs(ts_from_method - ts_from_string) < delta assert abs(ts_datetime - ts_from_method) < delta assert abs(ts_from_method_tz - ts_from_string_tz) < delta assert (abs(ts_from_string_tz.tz_localize(None) - ts_from_method_tz.tz_localize(None)) < delta) @pytest.mark.parametrize('tz', [None, pytz.timezone('US/Pacific')]) def test_disallow_setting_tz(self, tz): # GH 3746 ts = Timestamp('2010') with pytest.raises(AttributeError): ts.tz = tz @pytest.mark.parametrize('offset', ['+0300', '+0200']) def test_construct_timestamp_near_dst(self, offset): # GH 20854 expected = Timestamp('2016-10-30 03:00:00{}'.format(offset), tz='Europe/Helsinki') result = Timestamp(expected, tz='Europe/Helsinki') assert result == expected class TestTimestamp(object): def test_tz(self): tstr = '2014-02-01 09:00' ts = Timestamp(tstr) local = ts.tz_localize('Asia/Tokyo') assert local.hour == 9 assert local == Timestamp(tstr, tz='Asia/Tokyo') conv = local.tz_convert('US/Eastern') assert conv == Timestamp('2014-01-31 19:00', tz='US/Eastern') assert conv.hour == 19 # preserves nanosecond ts = Timestamp(tstr) + offsets.Nano(5) local = ts.tz_localize('Asia/Tokyo') assert local.hour == 9 assert local.nanosecond == 5 conv = local.tz_convert('US/Eastern') assert conv.nanosecond == 5 assert conv.hour == 19 def test_utc_z_designator(self): assert get_timezone(Timestamp('2014-11-02 01:00Z').tzinfo) == 'UTC' def test_asm8(self): np.random.seed(7960929) ns = [Timestamp.min.value, Timestamp.max.value, 1000] for n in ns: assert (Timestamp(n).asm8.view('i8') == np.datetime64(n, 'ns').view('i8') == n) assert (Timestamp('nat').asm8.view('i8') == np.datetime64('nat', 'ns').view('i8')) def test_class_ops_pytz(self): def compare(x, y): assert (int(Timestamp(x).value / 1e9) == int(Timestamp(y).value / 1e9)) compare(Timestamp.now(), datetime.now()) compare(Timestamp.now('UTC'), datetime.now(timezone('UTC'))) compare(Timestamp.utcnow(), datetime.utcnow()) compare(Timestamp.today(), datetime.today()) current_time = calendar.timegm(datetime.now().utctimetuple()) compare(Timestamp.utcfromtimestamp(current_time), datetime.utcfromtimestamp(current_time)) compare(Timestamp.fromtimestamp(current_time), datetime.fromtimestamp(current_time)) date_component = datetime.utcnow() time_component = (date_component + timedelta(minutes=10)).time() compare(Timestamp.combine(date_component, time_component), datetime.combine(date_component, time_component)) def test_class_ops_dateutil(self): def compare(x, y): assert (int(np.round(Timestamp(x).value / 1e9)) == int(np.round(Timestamp(y).value / 1e9))) compare(Timestamp.now(), datetime.now()) compare(Timestamp.now('UTC'), datetime.now(tzutc())) compare(Timestamp.utcnow(), datetime.utcnow()) compare(Timestamp.today(), datetime.today()) current_time = calendar.timegm(datetime.now().utctimetuple()) compare(Timestamp.utcfromtimestamp(current_time), datetime.utcfromtimestamp(current_time)) compare(Timestamp.fromtimestamp(current_time), datetime.fromtimestamp(current_time)) date_component = datetime.utcnow() time_component = (date_component + timedelta(minutes=10)).time() compare(Timestamp.combine(date_component, time_component), datetime.combine(date_component, time_component)) def test_basics_nanos(self): val = np.int64(946684800000000000).view('M8[ns]') stamp = Timestamp(val.view('i8') + 500) assert stamp.year == 2000 assert stamp.month == 1 assert stamp.microsecond == 0 assert stamp.nanosecond == 500 # GH 14415 val = np.iinfo(np.int64).min + 80000000000000 stamp = Timestamp(val) assert stamp.year == 1677 assert stamp.month == 9 assert stamp.day == 21 assert stamp.microsecond == 145224 assert stamp.nanosecond == 192 @pytest.mark.parametrize('value, check_kwargs', [ [946688461000000000, {}], [946688461000000000 / long(1000), dict(unit='us')], [946688461000000000 / long(1000000), dict(unit='ms')], [946688461000000000 / long(1000000000), dict(unit='s')], [10957, dict(unit='D', h=0)], pytest.param((946688461000000000 + 500000) / long(1000000000), dict(unit='s', us=499, ns=964), marks=pytest.mark.skipif(not PY3, reason='using truediv, so these' ' are like floats')), pytest.param((946688461000000000 + 500000000) / long(1000000000), dict(unit='s', us=500000), marks=pytest.mark.skipif(not PY3, reason='using truediv, so these' ' are like floats')), pytest.param((946688461000000000 + 500000) / long(1000000), dict(unit='ms', us=500), marks=pytest.mark.skipif(not PY3, reason='using truediv, so these' ' are like floats')), pytest.param((946688461000000000 + 500000) / long(1000000000), dict(unit='s'), marks=pytest.mark.skipif(PY3, reason='get chopped in py2')), pytest.param((946688461000000000 + 500000000) / long(1000000000), dict(unit='s'), marks=pytest.mark.skipif(PY3, reason='get chopped in py2')), pytest.param((946688461000000000 + 500000) / long(1000000), dict(unit='ms'), marks=pytest.mark.skipif(PY3, reason='get chopped in py2')), [(946688461000000000 + 500000) / long(1000), dict(unit='us', us=500)], [(946688461000000000 + 500000000) / long(1000000), dict(unit='ms', us=500000)], [946688461000000000 / 1000.0 + 5, dict(unit='us', us=5)], [946688461000000000 / 1000.0 + 5000, dict(unit='us', us=5000)], [946688461000000000 / 1000000.0 + 0.5, dict(unit='ms', us=500)], [946688461000000000 / 1000000.0 + 0.005, dict(unit='ms', us=5, ns=5)], [946688461000000000 / 1000000000.0 + 0.5, dict(unit='s', us=500000)], [10957 + 0.5, dict(unit='D', h=12)]]) def test_unit(self, value, check_kwargs): def check(value, unit=None, h=1, s=1, us=0, ns=0): stamp = Timestamp(value, unit=unit) assert stamp.year == 2000 assert stamp.month == 1 assert stamp.day == 1 assert stamp.hour == h if unit != 'D': assert stamp.minute == 1 assert stamp.second == s assert stamp.microsecond == us else: assert stamp.minute == 0 assert stamp.second == 0 assert stamp.microsecond == 0 assert stamp.nanosecond == ns check(value, **check_kwargs) def test_roundtrip(self): # test value to string and back conversions # further test accessors base = Timestamp('20140101 00:00:00') result = Timestamp(base.value + Timedelta('5ms').value) assert result == Timestamp(str(base) + ".005000") assert result.microsecond == 5000 result = Timestamp(base.value + Timedelta('5us').value) assert result == Timestamp(str(base) + ".000005") assert result.microsecond == 5 result = Timestamp(base.value + Timedelta('5ns').value) assert result == Timestamp(str(base) + ".000000005") assert result.nanosecond == 5 assert result.microsecond == 0 result = Timestamp(base.value + Timedelta('6ms 5us').value) assert result == Timestamp(str(base) + ".006005") assert result.microsecond == 5 + 6 * 1000 result = Timestamp(base.value + Timedelta('200ms 5us').value) assert result == Timestamp(str(base) + ".200005") assert result.microsecond == 5 + 200 * 1000 def test_hash_equivalent(self): d = {datetime(2011, 1, 1): 5} stamp = Timestamp(datetime(2011, 1, 1)) assert d[stamp] == 5 class TestTimestampNsOperations(object): def setup_method(self, method): self.timestamp = Timestamp(datetime.utcnow()) def assert_ns_timedelta(self, modified_timestamp, expected_value): value = self.timestamp.value modified_value = modified_timestamp.value assert modified_value - value == expected_value def test_timedelta_ns_arithmetic(self): self.assert_ns_timedelta(self.timestamp + np.timedelta64(-123, 'ns'), -123) def test_timedelta_ns_based_arithmetic(self): self.assert_ns_timedelta(self.timestamp + np.timedelta64( 1234567898, 'ns'), 1234567898) def test_timedelta_us_arithmetic(self): self.assert_ns_timedelta(self.timestamp + np.timedelta64(-123, 'us'), -123000) def test_timedelta_ms_arithmetic(self): time = self.timestamp + np.timedelta64(-123, 'ms') self.assert_ns_timedelta(time, -123000000) def test_nanosecond_string_parsing(self): ts = Timestamp('2013-05-01 07:15:45.123456789') # GH 7878 expected_repr = '2013-05-01 07:15:45.123456789' expected_value = 1367392545123456789 assert ts.value == expected_value assert expected_repr in repr(ts) ts = Timestamp('2013-05-01 07:15:45.123456789+09:00', tz='Asia/Tokyo') assert ts.value == expected_value - 9 * 3600 * 1000000000 assert expected_repr in repr(ts) ts = Timestamp('2013-05-01 07:15:45.123456789', tz='UTC') assert ts.value == expected_value assert expected_repr in repr(ts) ts = Timestamp('2013-05-01 07:15:45.123456789', tz='US/Eastern') assert ts.value == expected_value + 4 * 3600 * 1000000000 assert expected_repr in repr(ts) # GH 10041 ts = Timestamp('20130501T071545.123456789') assert ts.value == expected_value assert expected_repr in repr(ts) def test_nanosecond_timestamp(self): # GH 7610 expected = 1293840000000000005 t = Timestamp('2011-01-01') + offsets.Nano(5) assert repr(t) == "Timestamp('2011-01-01 00:00:00.000000005')" assert t.value == expected assert t.nanosecond == 5 t = Timestamp(t) assert repr(t) == "Timestamp('2011-01-01 00:00:00.000000005')" assert t.value == expected assert t.nanosecond == 5 t = Timestamp(np_datetime64_compat('2011-01-01 00:00:00.000000005Z')) assert repr(t) == "Timestamp('2011-01-01 00:00:00.000000005')" assert t.value == expected assert t.nanosecond == 5 expected = 1293840000000000010 t = t + offsets.Nano(5) assert repr(t) == "Timestamp('2011-01-01 00:00:00.000000010')" assert t.value == expected assert t.nanosecond == 10 t = Timestamp(t) assert repr(t) == "Timestamp('2011-01-01 00:00:00.000000010')" assert t.value == expected assert t.nanosecond == 10 t = Timestamp(np_datetime64_compat('2011-01-01 00:00:00.000000010Z')) assert repr(t) == "Timestamp('2011-01-01 00:00:00.000000010')" assert t.value == expected assert t.nanosecond == 10 class TestTimestampToJulianDate(object): def test_compare_1700(self): r = Timestamp('1700-06-23').to_julian_date() assert r == 2342145.5 def test_compare_2000(self): r = Timestamp('2000-04-12').to_julian_date() assert r == 2451646.5 def test_compare_2100(self): r = Timestamp('2100-08-12').to_julian_date() assert r == 2488292.5 def test_compare_hour01(self): r = Timestamp('2000-08-12T01:00:00').to_julian_date() assert r == 2451768.5416666666666666 def test_compare_hour13(self): r = Timestamp('2000-08-12T13:00:00').to_julian_date() assert r == 2451769.0416666666666666 class TestTimestampConversion(object): def test_conversion(self): # GH#9255 ts = Timestamp('2000-01-01') result = ts.to_pydatetime() expected = datetime(2000, 1, 1) assert result == expected assert type(result) == type(expected) result = ts.to_datetime64() expected = np.datetime64(ts.value, 'ns') assert result == expected assert type(result) == type(expected) assert result.dtype == expected.dtype def test_to_pydatetime_nonzero_nano(self): ts = Timestamp('2011-01-01 9:00:00.123456789') # Warn the user of data loss (nanoseconds). with tm.assert_produces_warning(UserWarning, check_stacklevel=False): expected = datetime(2011, 1, 1, 9, 0, 0, 123456) result = ts.to_pydatetime() assert result == expected def test_timestamp_to_datetime(self): stamp = Timestamp('20090415', tz='US/Eastern', freq='D') dtval = stamp.to_pydatetime() assert stamp == dtval assert stamp.tzinfo == dtval.tzinfo def test_timestamp_to_datetime_dateutil(self): stamp = Timestamp('20090415', tz='dateutil/US/Eastern', freq='D') dtval = stamp.to_pydatetime() assert stamp == dtval assert stamp.tzinfo == dtval.tzinfo def test_timestamp_to_datetime_explicit_pytz(self): stamp = Timestamp('20090415', tz=pytz.timezone('US/Eastern'), freq='D') dtval = stamp.to_pydatetime() assert stamp == dtval assert stamp.tzinfo == dtval.tzinfo @td.skip_if_windows_python_3 def test_timestamp_to_datetime_explicit_dateutil(self): stamp = Timestamp('20090415', tz=gettz('US/Eastern'), freq='D') dtval = stamp.to_pydatetime() assert stamp == dtval assert stamp.tzinfo == dtval.tzinfo def test_to_datetime_bijective(self): # Ensure that converting to datetime and back only loses precision # by going from nanoseconds to microseconds. exp_warning = None if Timestamp.max.nanosecond == 0 else UserWarning with tm.assert_produces_warning(exp_warning, check_stacklevel=False): assert (Timestamp(Timestamp.max.to_pydatetime()).value / 1000 == Timestamp.max.value / 1000) exp_warning = None if Timestamp.min.nanosecond == 0 else UserWarning with tm.assert_produces_warning(exp_warning, check_stacklevel=False): assert (Timestamp(Timestamp.min.to_pydatetime()).value / 1000 == Timestamp.min.value / 1000)