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agriconnect / pandas   python

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Version: 0.24.2 

/ tests / scalar / timestamp / test_comparisons.py

# -*- coding: utf-8 -*-
from datetime import datetime
import operator

import numpy as np
import pytest

from pandas.compat import PY2, long

from pandas import Timestamp


class TestTimestampComparison(object):
    def test_comparison_object_array(self):
        # GH#15183
        ts = Timestamp('2011-01-03 00:00:00-0500', tz='US/Eastern')
        other = Timestamp('2011-01-01 00:00:00-0500', tz='US/Eastern')
        naive = Timestamp('2011-01-01 00:00:00')

        arr = np.array([other, ts], dtype=object)
        res = arr == ts
        expected = np.array([False, True], dtype=bool)
        assert (res == expected).all()

        # 2D case
        arr = np.array([[other, ts],
                        [ts, other]],
                       dtype=object)
        res = arr != ts
        expected = np.array([[True, False], [False, True]], dtype=bool)
        assert res.shape == expected.shape
        assert (res == expected).all()

        # tzaware mismatch
        arr = np.array([naive], dtype=object)
        with pytest.raises(TypeError):
            arr < ts

    def test_comparison(self):
        # 5-18-2012 00:00:00.000
        stamp = long(1337299200000000000)

        val = Timestamp(stamp)

        assert val == val
        assert not val != val
        assert not val < val
        assert val <= val
        assert not val > val
        assert val >= val

        other = datetime(2012, 5, 18)
        assert val == other
        assert not val != other
        assert not val < other
        assert val <= other
        assert not val > other
        assert val >= other

        other = Timestamp(stamp + 100)

        assert val != other
        assert val != other
        assert val < other
        assert val <= other
        assert other > val
        assert other >= val

    def test_compare_invalid(self):
        # GH#8058
        val = Timestamp('20130101 12:01:02')
        assert not val == 'foo'
        assert not val == 10.0
        assert not val == 1
        assert not val == long(1)
        assert not val == []
        assert not val == {'foo': 1}
        assert not val == np.float64(1)
        assert not val == np.int64(1)

        assert val != 'foo'
        assert val != 10.0
        assert val != 1
        assert val != long(1)
        assert val != []
        assert val != {'foo': 1}
        assert val != np.float64(1)
        assert val != np.int64(1)

    def test_cant_compare_tz_naive_w_aware(self, utc_fixture):
        # see GH#1404
        a = Timestamp('3/12/2012')
        b = Timestamp('3/12/2012', tz=utc_fixture)

        with pytest.raises(TypeError):
            a == b
        with pytest.raises(TypeError):
            a != b
        with pytest.raises(TypeError):
            a < b
        with pytest.raises(TypeError):
            a <= b
        with pytest.raises(TypeError):
            a > b
        with pytest.raises(TypeError):
            a >= b

        with pytest.raises(TypeError):
            b == a
        with pytest.raises(TypeError):
            b != a
        with pytest.raises(TypeError):
            b < a
        with pytest.raises(TypeError):
            b <= a
        with pytest.raises(TypeError):
            b > a
        with pytest.raises(TypeError):
            b >= a

        if PY2:
            with pytest.raises(TypeError):
                a == b.to_pydatetime()
            with pytest.raises(TypeError):
                a.to_pydatetime() == b
        else:
            assert not a == b.to_pydatetime()
            assert not a.to_pydatetime() == b

    def test_timestamp_compare_scalars(self):
        # case where ndim == 0
        lhs = np.datetime64(datetime(2013, 12, 6))
        rhs = Timestamp('now')
        nat = Timestamp('nat')

        ops = {'gt': 'lt',
               'lt': 'gt',
               'ge': 'le',
               'le': 'ge',
               'eq': 'eq',
               'ne': 'ne'}

        for left, right in ops.items():
            left_f = getattr(operator, left)
            right_f = getattr(operator, right)
            expected = left_f(lhs, rhs)

            result = right_f(rhs, lhs)
            assert result == expected

            expected = left_f(rhs, nat)
            result = right_f(nat, rhs)
            assert result == expected

    def test_timestamp_compare_with_early_datetime(self):
        # e.g. datetime.min
        stamp = Timestamp('2012-01-01')

        assert not stamp == datetime.min
        assert not stamp == datetime(1600, 1, 1)
        assert not stamp == datetime(2700, 1, 1)
        assert stamp != datetime.min
        assert stamp != datetime(1600, 1, 1)
        assert stamp != datetime(2700, 1, 1)
        assert stamp > datetime(1600, 1, 1)
        assert stamp >= datetime(1600, 1, 1)
        assert stamp < datetime(2700, 1, 1)
        assert stamp <= datetime(2700, 1, 1)