Python numpy.busdaycalendar() 使用实例

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Example 1

def test_datetime_is_busday(self):
        holidays = ['2011-01-01', '2011-10-10', '2011-11-11', '2011-11-24',
                    '2011-12-25', '2011-05-30', '2011-02-21', '2011-01-17',
                    '2011-12-26', '2012-01-02', '2011-02-21', '2011-05-30',
                    '2011-07-01', '2011-07-04', '2011-09-05', '2011-10-10',
                    'NaT']
        bdd = np.busdaycalendar(weekmask='1111100', holidays=holidays)

        # Weekend/weekday tests
        assert_equal(np.is_busday('2011-01-01'), False)
        assert_equal(np.is_busday('2011-01-02'), False)
        assert_equal(np.is_busday('2011-01-03'), True)

        # All the holidays are not business days
        assert_equal(np.is_busday(holidays, busdaycal=bdd),
                     np.zeros(len(holidays), dtype='?')) 

Example 2

def test_datetime_is_busday(self):
        holidays = ['2011-01-01', '2011-10-10', '2011-11-11', '2011-11-24',
                    '2011-12-25', '2011-05-30', '2011-02-21', '2011-01-17',
                    '2011-12-26', '2012-01-02', '2011-02-21', '2011-05-30',
                    '2011-07-01', '2011-07-04', '2011-09-05', '2011-10-10',
                    'NaT']
        bdd = np.busdaycalendar(weekmask='1111100', holidays=holidays)

        # Weekend/weekday tests
        assert_equal(np.is_busday('2011-01-01'), False)
        assert_equal(np.is_busday('2011-01-02'), False)
        assert_equal(np.is_busday('2011-01-03'), True)

        # All the holidays are not business days
        assert_equal(np.is_busday(holidays, busdaycal=bdd),
                     np.zeros(len(holidays), dtype='?')) 

Example 3

def test_datetime_is_busday(self):
        holidays = ['2011-01-01', '2011-10-10', '2011-11-11', '2011-11-24',
                    '2011-12-25', '2011-05-30', '2011-02-21', '2011-01-17',
                    '2011-12-26', '2012-01-02', '2011-02-21', '2011-05-30',
                    '2011-07-01', '2011-07-04', '2011-09-05', '2011-10-10',
                    'NaT']
        bdd = np.busdaycalendar(weekmask='1111100', holidays=holidays)

        # Weekend/weekday tests
        assert_equal(np.is_busday('2011-01-01'), False)
        assert_equal(np.is_busday('2011-01-02'), False)
        assert_equal(np.is_busday('2011-01-03'), True)

        # All the holidays are not business days
        assert_equal(np.is_busday(holidays, busdaycal=bdd),
                     np.zeros(len(holidays), dtype='?')) 

Example 4

def test_datetime_is_busday(self):
        holidays = ['2011-01-01', '2011-10-10', '2011-11-11', '2011-11-24',
                    '2011-12-25', '2011-05-30', '2011-02-21', '2011-01-17',
                    '2011-12-26', '2012-01-02', '2011-02-21', '2011-05-30',
                    '2011-07-01', '2011-07-04', '2011-09-05', '2011-10-10',
                    'NaT']
        bdd = np.busdaycalendar(weekmask='1111100', holidays=holidays)

        # Weekend/weekday tests
        assert_equal(np.is_busday('2011-01-01'), False)
        assert_equal(np.is_busday('2011-01-02'), False)
        assert_equal(np.is_busday('2011-01-03'), True)

        # All the holidays are not business days
        assert_equal(np.is_busday(holidays, busdaycal=bdd),
                     np.zeros(len(holidays), dtype='?')) 

Example 5

def test_datetime_is_busday(self):
        holidays = ['2011-01-01', '2011-10-10', '2011-11-11', '2011-11-24',
                    '2011-12-25', '2011-05-30', '2011-02-21', '2011-01-17',
                    '2011-12-26', '2012-01-02', '2011-02-21', '2011-05-30',
                    '2011-07-01', '2011-07-04', '2011-09-05', '2011-10-10',
                    'NaT']
        bdd = np.busdaycalendar(weekmask='1111100', holidays=holidays)

        # Weekend/weekday tests
        assert_equal(np.is_busday('2011-01-01'), False)
        assert_equal(np.is_busday('2011-01-02'), False)
        assert_equal(np.is_busday('2011-01-03'), True)

        # All the holidays are not business days
        assert_equal(np.is_busday(holidays, busdaycal=bdd),
                     np.zeros(len(holidays), dtype='?')) 

Example 6

def test_datetime_is_busday(self):
        holidays = ['2011-01-01', '2011-10-10', '2011-11-11', '2011-11-24',
                    '2011-12-25', '2011-05-30', '2011-02-21', '2011-01-17',
                    '2011-12-26', '2012-01-02', '2011-02-21', '2011-05-30',
                    '2011-07-01', '2011-07-04', '2011-09-05', '2011-10-10',
                    'NaT']
        bdd = np.busdaycalendar(weekmask='1111100', holidays=holidays)

        # Weekend/weekday tests
        assert_equal(np.is_busday('2011-01-01'), False)
        assert_equal(np.is_busday('2011-01-02'), False)
        assert_equal(np.is_busday('2011-01-03'), True)

        # All the holidays are not business days
        assert_equal(np.is_busday(holidays, busdaycal=bdd),
                     np.zeros(len(holidays), dtype='?')) 

Example 7

def test_datetime_is_busday(self):
        holidays = ['2011-01-01', '2011-10-10', '2011-11-11', '2011-11-24',
                    '2011-12-25', '2011-05-30', '2011-02-21', '2011-01-17',
                    '2011-12-26', '2012-01-02', '2011-02-21', '2011-05-30',
                    '2011-07-01', '2011-07-04', '2011-09-05', '2011-10-10',
                    'NaT']
        bdd = np.busdaycalendar(weekmask='1111100', holidays=holidays)

        # Weekend/weekday tests
        assert_equal(np.is_busday('2011-01-01'), False)
        assert_equal(np.is_busday('2011-01-02'), False)
        assert_equal(np.is_busday('2011-01-03'), True)

        # All the holidays are not business days
        assert_equal(np.is_busday(holidays, busdaycal=bdd),
                     np.zeros(len(holidays), dtype='?')) 

Example 8

def test_datetime_busdaycalendar(self):
        # Check that it removes NaT, duplicates, and weekends
        # and sorts the result.
        bdd = np.busdaycalendar(
            holidays=['NaT', '2011-01-17', '2011-03-06', 'NaT',
                       '2011-12-26', '2011-05-30', '2011-01-17'])
        assert_equal(bdd.holidays,
            np.array(['2011-01-17', '2011-05-30', '2011-12-26'], dtype='M8'))
        # Default M-F weekmask
        assert_equal(bdd.weekmask, np.array([1, 1, 1, 1, 1, 0, 0], dtype='?'))

        # Check string weekmask with varying whitespace.
        bdd = np.busdaycalendar(weekmask="Sun TueWed  Thu\tFri")
        assert_equal(bdd.weekmask, np.array([0, 1, 1, 1, 1, 0, 1], dtype='?'))

        # Check length 7 0/1 string
        bdd = np.busdaycalendar(weekmask="0011001")
        assert_equal(bdd.weekmask, np.array([0, 0, 1, 1, 0, 0, 1], dtype='?'))

        # Check length 7 string weekmask.
        bdd = np.busdaycalendar(weekmask="Mon Tue")
        assert_equal(bdd.weekmask, np.array([1, 1, 0, 0, 0, 0, 0], dtype='?'))

        # All-zeros weekmask should raise
        assert_raises(ValueError, np.busdaycalendar, weekmask=[0, 0, 0, 0, 0, 0, 0])
        # weekday names must be correct case
        assert_raises(ValueError, np.busdaycalendar, weekmask="satsun")
        # All-zeros weekmask should raise
        assert_raises(ValueError, np.busdaycalendar, weekmask="")
        # Invalid weekday name codes should raise
        assert_raises(ValueError, np.busdaycalendar, weekmask="Mon Tue We")
        assert_raises(ValueError, np.busdaycalendar, weekmask="Max")
        assert_raises(ValueError, np.busdaycalendar, weekmask="Monday Tue") 

Example 9

def test_datetime_busday_holidays_count(self):
        holidays = ['2011-01-01', '2011-10-10', '2011-11-11', '2011-11-24',
                    '2011-12-25', '2011-05-30', '2011-02-21', '2011-01-17',
                    '2011-12-26', '2012-01-02', '2011-02-21', '2011-05-30',
                    '2011-07-01', '2011-07-04', '2011-09-05', '2011-10-10']
        bdd = np.busdaycalendar(weekmask='1111100', holidays=holidays)

        # Validate against busday_offset broadcast against
        # a range of offsets
        dates = np.busday_offset('2011-01-01', np.arange(366),
                        roll='forward', busdaycal=bdd)
        assert_equal(np.busday_count('2011-01-01', dates, busdaycal=bdd),
                     np.arange(366))
        # Returns negative value when reversed
        assert_equal(np.busday_count(dates, '2011-01-01', busdaycal=bdd),
                     -np.arange(366))

        dates = np.busday_offset('2011-12-31', -np.arange(366),
                        roll='forward', busdaycal=bdd)
        assert_equal(np.busday_count(dates, '2011-12-31', busdaycal=bdd),
                     np.arange(366))
        # Returns negative value when reversed
        assert_equal(np.busday_count('2011-12-31', dates, busdaycal=bdd),
                     -np.arange(366))

        # Can't supply both a weekmask/holidays and busdaycal
        assert_raises(ValueError, np.busday_offset, '2012-01-03', '2012-02-03',
                        weekmask='1111100', busdaycal=bdd)
        assert_raises(ValueError, np.busday_offset, '2012-01-03', '2012-02-03',
                        holidays=holidays, busdaycal=bdd)

        # Number of Mondays in March 2011
        assert_equal(np.busday_count('2011-03', '2011-04', weekmask='Mon'), 4)
        # Returns negative value when reversed
        assert_equal(np.busday_count('2011-04', '2011-03', weekmask='Mon'), -4) 

Example 10

def test_datetime_busdaycalendar(self):
        # Check that it removes NaT, duplicates, and weekends
        # and sorts the result.
        bdd = np.busdaycalendar(
            holidays=['NaT', '2011-01-17', '2011-03-06', 'NaT',
                       '2011-12-26', '2011-05-30', '2011-01-17'])
        assert_equal(bdd.holidays,
            np.array(['2011-01-17', '2011-05-30', '2011-12-26'], dtype='M8'))
        # Default M-F weekmask
        assert_equal(bdd.weekmask, np.array([1, 1, 1, 1, 1, 0, 0], dtype='?'))

        # Check string weekmask with varying whitespace.
        bdd = np.busdaycalendar(weekmask="Sun TueWed  Thu\tFri")
        assert_equal(bdd.weekmask, np.array([0, 1, 1, 1, 1, 0, 1], dtype='?'))

        # Check length 7 0/1 string
        bdd = np.busdaycalendar(weekmask="0011001")
        assert_equal(bdd.weekmask, np.array([0, 0, 1, 1, 0, 0, 1], dtype='?'))

        # Check length 7 string weekmask.
        bdd = np.busdaycalendar(weekmask="Mon Tue")
        assert_equal(bdd.weekmask, np.array([1, 1, 0, 0, 0, 0, 0], dtype='?'))

        # All-zeros weekmask should raise
        assert_raises(ValueError, np.busdaycalendar, weekmask=[0, 0, 0, 0, 0, 0, 0])
        # weekday names must be correct case
        assert_raises(ValueError, np.busdaycalendar, weekmask="satsun")
        # All-zeros weekmask should raise
        assert_raises(ValueError, np.busdaycalendar, weekmask="")
        # Invalid weekday name codes should raise
        assert_raises(ValueError, np.busdaycalendar, weekmask="Mon Tue We")
        assert_raises(ValueError, np.busdaycalendar, weekmask="Max")
        assert_raises(ValueError, np.busdaycalendar, weekmask="Monday Tue") 

Example 11

def test_datetime_busday_holidays_count(self):
        holidays = ['2011-01-01', '2011-10-10', '2011-11-11', '2011-11-24',
                    '2011-12-25', '2011-05-30', '2011-02-21', '2011-01-17',
                    '2011-12-26', '2012-01-02', '2011-02-21', '2011-05-30',
                    '2011-07-01', '2011-07-04', '2011-09-05', '2011-10-10']
        bdd = np.busdaycalendar(weekmask='1111100', holidays=holidays)

        # Validate against busday_offset broadcast against
        # a range of offsets
        dates = np.busday_offset('2011-01-01', np.arange(366),
                        roll='forward', busdaycal=bdd)
        assert_equal(np.busday_count('2011-01-01', dates, busdaycal=bdd),
                     np.arange(366))
        # Returns negative value when reversed
        assert_equal(np.busday_count(dates, '2011-01-01', busdaycal=bdd),
                     -np.arange(366))

        dates = np.busday_offset('2011-12-31', -np.arange(366),
                        roll='forward', busdaycal=bdd)
        assert_equal(np.busday_count(dates, '2011-12-31', busdaycal=bdd),
                     np.arange(366))
        # Returns negative value when reversed
        assert_equal(np.busday_count('2011-12-31', dates, busdaycal=bdd),
                     -np.arange(366))

        # Can't supply both a weekmask/holidays and busdaycal
        assert_raises(ValueError, np.busday_offset, '2012-01-03', '2012-02-03',
                        weekmask='1111100', busdaycal=bdd)
        assert_raises(ValueError, np.busday_offset, '2012-01-03', '2012-02-03',
                        holidays=holidays, busdaycal=bdd)

        # Number of Mondays in March 2011
        assert_equal(np.busday_count('2011-03', '2011-04', weekmask='Mon'), 4)
        # Returns negative value when reversed
        assert_equal(np.busday_count('2011-04', '2011-03', weekmask='Mon'), -4) 

Example 12

def get_calendar(self, weekmask, holidays, calendar):
        '''Generate busdaycalendar'''
        if isinstance(calendar, np.busdaycalendar):
            if not holidays:
                holidays = tuple(calendar.holidays)
            elif not isinstance(holidays, tuple):
                holidays = tuple(holidays)
            else:
                # trust that calendar.holidays and holidays are
                # consistent
                pass
            return calendar, holidays

        if holidays is None:
            holidays = []
        try:
            holidays = holidays + calendar.holidays().tolist()
        except AttributeError:
            pass
        holidays = [self._to_dt64(dt, dtype='datetime64[D]') for dt in
                    holidays]
        holidays = tuple(sorted(holidays))

        kwargs = {'weekmask': weekmask}
        if holidays:
            kwargs['holidays'] = holidays

        try:
            busdaycalendar = np.busdaycalendar(**kwargs)
        except:
            # Check we have the required numpy version
            from distutils.version import LooseVersion

            if LooseVersion(np.__version__) < '1.7.0':
                raise NotImplementedError(
                    "CustomBusinessDay requires numpy >= "
                    "1.7.0. Current version: " + np.__version__)
            else:
                raise
        return busdaycalendar, holidays 

Example 13

def test_datetime_busdaycalendar(self):
        # Check that it removes NaT, duplicates, and weekends
        # and sorts the result.
        bdd = np.busdaycalendar(
            holidays=['NaT', '2011-01-17', '2011-03-06', 'NaT',
                       '2011-12-26', '2011-05-30', '2011-01-17'])
        assert_equal(bdd.holidays,
            np.array(['2011-01-17', '2011-05-30', '2011-12-26'], dtype='M8'))
        # Default M-F weekmask
        assert_equal(bdd.weekmask, np.array([1, 1, 1, 1, 1, 0, 0], dtype='?'))

        # Check string weekmask with varying whitespace.
        bdd = np.busdaycalendar(weekmask="Sun TueWed  Thu\tFri")
        assert_equal(bdd.weekmask, np.array([0, 1, 1, 1, 1, 0, 1], dtype='?'))

        # Check length 7 0/1 string
        bdd = np.busdaycalendar(weekmask="0011001")
        assert_equal(bdd.weekmask, np.array([0, 0, 1, 1, 0, 0, 1], dtype='?'))

        # Check length 7 string weekmask.
        bdd = np.busdaycalendar(weekmask="Mon Tue")
        assert_equal(bdd.weekmask, np.array([1, 1, 0, 0, 0, 0, 0], dtype='?'))

        # All-zeros weekmask should raise
        assert_raises(ValueError, np.busdaycalendar, weekmask=[0, 0, 0, 0, 0, 0, 0])
        # weekday names must be correct case
        assert_raises(ValueError, np.busdaycalendar, weekmask="satsun")
        # All-zeros weekmask should raise
        assert_raises(ValueError, np.busdaycalendar, weekmask="")
        # Invalid weekday name codes should raise
        assert_raises(ValueError, np.busdaycalendar, weekmask="Mon Tue We")
        assert_raises(ValueError, np.busdaycalendar, weekmask="Max")
        assert_raises(ValueError, np.busdaycalendar, weekmask="Monday Tue") 

Example 14

def test_datetime_busday_holidays_count(self):
        holidays = ['2011-01-01', '2011-10-10', '2011-11-11', '2011-11-24',
                    '2011-12-25', '2011-05-30', '2011-02-21', '2011-01-17',
                    '2011-12-26', '2012-01-02', '2011-02-21', '2011-05-30',
                    '2011-07-01', '2011-07-04', '2011-09-05', '2011-10-10']
        bdd = np.busdaycalendar(weekmask='1111100', holidays=holidays)

        # Validate against busday_offset broadcast against
        # a range of offsets
        dates = np.busday_offset('2011-01-01', np.arange(366),
                        roll='forward', busdaycal=bdd)
        assert_equal(np.busday_count('2011-01-01', dates, busdaycal=bdd),
                     np.arange(366))
        # Returns negative value when reversed
        assert_equal(np.busday_count(dates, '2011-01-01', busdaycal=bdd),
                     -np.arange(366))

        dates = np.busday_offset('2011-12-31', -np.arange(366),
                        roll='forward', busdaycal=bdd)
        assert_equal(np.busday_count(dates, '2011-12-31', busdaycal=bdd),
                     np.arange(366))
        # Returns negative value when reversed
        assert_equal(np.busday_count('2011-12-31', dates, busdaycal=bdd),
                     -np.arange(366))

        # Can't supply both a weekmask/holidays and busdaycal
        assert_raises(ValueError, np.busday_offset, '2012-01-03', '2012-02-03',
                        weekmask='1111100', busdaycal=bdd)
        assert_raises(ValueError, np.busday_offset, '2012-01-03', '2012-02-03',
                        holidays=holidays, busdaycal=bdd)

        # Number of Mondays in March 2011
        assert_equal(np.busday_count('2011-03', '2011-04', weekmask='Mon'), 4)
        # Returns negative value when reversed
        assert_equal(np.busday_count('2011-04', '2011-03', weekmask='Mon'), -4) 

Example 15

def test_datetime_busdaycalendar(self):
        # Check that it removes NaT, duplicates, and weekends
        # and sorts the result.
        bdd = np.busdaycalendar(
            holidays=['NaT', '2011-01-17', '2011-03-06', 'NaT',
                       '2011-12-26', '2011-05-30', '2011-01-17'])
        assert_equal(bdd.holidays,
            np.array(['2011-01-17', '2011-05-30', '2011-12-26'], dtype='M8'))
        # Default M-F weekmask
        assert_equal(bdd.weekmask, np.array([1, 1, 1, 1, 1, 0, 0], dtype='?'))

        # Check string weekmask with varying whitespace.
        bdd = np.busdaycalendar(weekmask="Sun TueWed  Thu\tFri")
        assert_equal(bdd.weekmask, np.array([0, 1, 1, 1, 1, 0, 1], dtype='?'))

        # Check length 7 0/1 string
        bdd = np.busdaycalendar(weekmask="0011001")
        assert_equal(bdd.weekmask, np.array([0, 0, 1, 1, 0, 0, 1], dtype='?'))

        # Check length 7 string weekmask.
        bdd = np.busdaycalendar(weekmask="Mon Tue")
        assert_equal(bdd.weekmask, np.array([1, 1, 0, 0, 0, 0, 0], dtype='?'))

        # All-zeros weekmask should raise
        assert_raises(ValueError, np.busdaycalendar, weekmask=[0, 0, 0, 0, 0, 0, 0])
        # weekday names must be correct case
        assert_raises(ValueError, np.busdaycalendar, weekmask="satsun")
        # All-zeros weekmask should raise
        assert_raises(ValueError, np.busdaycalendar, weekmask="")
        # Invalid weekday name codes should raise
        assert_raises(ValueError, np.busdaycalendar, weekmask="Mon Tue We")
        assert_raises(ValueError, np.busdaycalendar, weekmask="Max")
        assert_raises(ValueError, np.busdaycalendar, weekmask="Monday Tue") 

Example 16

def test_datetime_busday_holidays_count(self):
        holidays = ['2011-01-01', '2011-10-10', '2011-11-11', '2011-11-24',
                    '2011-12-25', '2011-05-30', '2011-02-21', '2011-01-17',
                    '2011-12-26', '2012-01-02', '2011-02-21', '2011-05-30',
                    '2011-07-01', '2011-07-04', '2011-09-05', '2011-10-10']
        bdd = np.busdaycalendar(weekmask='1111100', holidays=holidays)

        # Validate against busday_offset broadcast against
        # a range of offsets
        dates = np.busday_offset('2011-01-01', np.arange(366),
                        roll='forward', busdaycal=bdd)
        assert_equal(np.busday_count('2011-01-01', dates, busdaycal=bdd),
                     np.arange(366))
        # Returns negative value when reversed
        assert_equal(np.busday_count(dates, '2011-01-01', busdaycal=bdd),
                     -np.arange(366))

        dates = np.busday_offset('2011-12-31', -np.arange(366),
                        roll='forward', busdaycal=bdd)
        assert_equal(np.busday_count(dates, '2011-12-31', busdaycal=bdd),
                     np.arange(366))
        # Returns negative value when reversed
        assert_equal(np.busday_count('2011-12-31', dates, busdaycal=bdd),
                     -np.arange(366))

        # Can't supply both a weekmask/holidays and busdaycal
        assert_raises(ValueError, np.busday_offset, '2012-01-03', '2012-02-03',
                        weekmask='1111100', busdaycal=bdd)
        assert_raises(ValueError, np.busday_offset, '2012-01-03', '2012-02-03',
                        holidays=holidays, busdaycal=bdd)

        # Number of Mondays in March 2011
        assert_equal(np.busday_count('2011-03', '2011-04', weekmask='Mon'), 4)
        # Returns negative value when reversed
        assert_equal(np.busday_count('2011-04', '2011-03', weekmask='Mon'), -4) 

Example 17

def test_datetime_busdaycalendar(self):
        # Check that it removes NaT, duplicates, and weekends
        # and sorts the result.
        bdd = np.busdaycalendar(
            holidays=['NaT', '2011-01-17', '2011-03-06', 'NaT',
                       '2011-12-26', '2011-05-30', '2011-01-17'])
        assert_equal(bdd.holidays,
            np.array(['2011-01-17', '2011-05-30', '2011-12-26'], dtype='M8'))
        # Default M-F weekmask
        assert_equal(bdd.weekmask, np.array([1, 1, 1, 1, 1, 0, 0], dtype='?'))

        # Check string weekmask with varying whitespace.
        bdd = np.busdaycalendar(weekmask="Sun TueWed  Thu\tFri")
        assert_equal(bdd.weekmask, np.array([0, 1, 1, 1, 1, 0, 1], dtype='?'))

        # Check length 7 0/1 string
        bdd = np.busdaycalendar(weekmask="0011001")
        assert_equal(bdd.weekmask, np.array([0, 0, 1, 1, 0, 0, 1], dtype='?'))

        # Check length 7 string weekmask.
        bdd = np.busdaycalendar(weekmask="Mon Tue")
        assert_equal(bdd.weekmask, np.array([1, 1, 0, 0, 0, 0, 0], dtype='?'))

        # All-zeros weekmask should raise
        assert_raises(ValueError, np.busdaycalendar, weekmask=[0, 0, 0, 0, 0, 0, 0])
        # weekday names must be correct case
        assert_raises(ValueError, np.busdaycalendar, weekmask="satsun")
        # All-zeros weekmask should raise
        assert_raises(ValueError, np.busdaycalendar, weekmask="")
        # Invalid weekday name codes should raise
        assert_raises(ValueError, np.busdaycalendar, weekmask="Mon Tue We")
        assert_raises(ValueError, np.busdaycalendar, weekmask="Max")
        assert_raises(ValueError, np.busdaycalendar, weekmask="Monday Tue") 

Example 18

def test_datetime_busday_holidays_count(self):
        holidays = ['2011-01-01', '2011-10-10', '2011-11-11', '2011-11-24',
                    '2011-12-25', '2011-05-30', '2011-02-21', '2011-01-17',
                    '2011-12-26', '2012-01-02', '2011-02-21', '2011-05-30',
                    '2011-07-01', '2011-07-04', '2011-09-05', '2011-10-10']
        bdd = np.busdaycalendar(weekmask='1111100', holidays=holidays)

        # Validate against busday_offset broadcast against
        # a range of offsets
        dates = np.busday_offset('2011-01-01', np.arange(366),
                        roll='forward', busdaycal=bdd)
        assert_equal(np.busday_count('2011-01-01', dates, busdaycal=bdd),
                     np.arange(366))
        # Returns negative value when reversed
        assert_equal(np.busday_count(dates, '2011-01-01', busdaycal=bdd),
                     -np.arange(366))

        dates = np.busday_offset('2011-12-31', -np.arange(366),
                        roll='forward', busdaycal=bdd)
        assert_equal(np.busday_count(dates, '2011-12-31', busdaycal=bdd),
                     np.arange(366))
        # Returns negative value when reversed
        assert_equal(np.busday_count('2011-12-31', dates, busdaycal=bdd),
                     -np.arange(366))

        # Can't supply both a weekmask/holidays and busdaycal
        assert_raises(ValueError, np.busday_offset, '2012-01-03', '2012-02-03',
                        weekmask='1111100', busdaycal=bdd)
        assert_raises(ValueError, np.busday_offset, '2012-01-03', '2012-02-03',
                        holidays=holidays, busdaycal=bdd)

        # Number of Mondays in March 2011
        assert_equal(np.busday_count('2011-03', '2011-04', weekmask='Mon'), 4)
        # Returns negative value when reversed
        assert_equal(np.busday_count('2011-04', '2011-03', weekmask='Mon'), -4) 

Example 19

def test_datetime_busdaycalendar(self):
        # Check that it removes NaT, duplicates, and weekends
        # and sorts the result.
        bdd = np.busdaycalendar(
            holidays=['NaT', '2011-01-17', '2011-03-06', 'NaT',
                       '2011-12-26', '2011-05-30', '2011-01-17'])
        assert_equal(bdd.holidays,
            np.array(['2011-01-17', '2011-05-30', '2011-12-26'], dtype='M8'))
        # Default M-F weekmask
        assert_equal(bdd.weekmask, np.array([1, 1, 1, 1, 1, 0, 0], dtype='?'))

        # Check string weekmask with varying whitespace.
        bdd = np.busdaycalendar(weekmask="Sun TueWed  Thu\tFri")
        assert_equal(bdd.weekmask, np.array([0, 1, 1, 1, 1, 0, 1], dtype='?'))

        # Check length 7 0/1 string
        bdd = np.busdaycalendar(weekmask="0011001")
        assert_equal(bdd.weekmask, np.array([0, 0, 1, 1, 0, 0, 1], dtype='?'))

        # Check length 7 string weekmask.
        bdd = np.busdaycalendar(weekmask="Mon Tue")
        assert_equal(bdd.weekmask, np.array([1, 1, 0, 0, 0, 0, 0], dtype='?'))

        # All-zeros weekmask should raise
        assert_raises(ValueError, np.busdaycalendar, weekmask=[0, 0, 0, 0, 0, 0, 0])
        # weekday names must be correct case
        assert_raises(ValueError, np.busdaycalendar, weekmask="satsun")
        # All-zeros weekmask should raise
        assert_raises(ValueError, np.busdaycalendar, weekmask="")
        # Invalid weekday name codes should raise
        assert_raises(ValueError, np.busdaycalendar, weekmask="Mon Tue We")
        assert_raises(ValueError, np.busdaycalendar, weekmask="Max")
        assert_raises(ValueError, np.busdaycalendar, weekmask="Monday Tue") 

Example 20

def test_datetime_busday_holidays_count(self):
        holidays = ['2011-01-01', '2011-10-10', '2011-11-11', '2011-11-24',
                    '2011-12-25', '2011-05-30', '2011-02-21', '2011-01-17',
                    '2011-12-26', '2012-01-02', '2011-02-21', '2011-05-30',
                    '2011-07-01', '2011-07-04', '2011-09-05', '2011-10-10']
        bdd = np.busdaycalendar(weekmask='1111100', holidays=holidays)

        # Validate against busday_offset broadcast against
        # a range of offsets
        dates = np.busday_offset('2011-01-01', np.arange(366),
                        roll='forward', busdaycal=bdd)
        assert_equal(np.busday_count('2011-01-01', dates, busdaycal=bdd),
                     np.arange(366))
        # Returns negative value when reversed
        assert_equal(np.busday_count(dates, '2011-01-01', busdaycal=bdd),
                     -np.arange(366))

        dates = np.busday_offset('2011-12-31', -np.arange(366),
                        roll='forward', busdaycal=bdd)
        assert_equal(np.busday_count(dates, '2011-12-31', busdaycal=bdd),
                     np.arange(366))
        # Returns negative value when reversed
        assert_equal(np.busday_count('2011-12-31', dates, busdaycal=bdd),
                     -np.arange(366))

        # Can't supply both a weekmask/holidays and busdaycal
        assert_raises(ValueError, np.busday_offset, '2012-01-03', '2012-02-03',
                        weekmask='1111100', busdaycal=bdd)
        assert_raises(ValueError, np.busday_offset, '2012-01-03', '2012-02-03',
                        holidays=holidays, busdaycal=bdd)

        # Number of Mondays in March 2011
        assert_equal(np.busday_count('2011-03', '2011-04', weekmask='Mon'), 4)
        # Returns negative value when reversed
        assert_equal(np.busday_count('2011-04', '2011-03', weekmask='Mon'), -4) 

Example 21

def test_datetime_busdaycalendar(self):
        # Check that it removes NaT, duplicates, and weekends
        # and sorts the result.
        bdd = np.busdaycalendar(
            holidays=['NaT', '2011-01-17', '2011-03-06', 'NaT',
                       '2011-12-26', '2011-05-30', '2011-01-17'])
        assert_equal(bdd.holidays,
            np.array(['2011-01-17', '2011-05-30', '2011-12-26'], dtype='M8'))
        # Default M-F weekmask
        assert_equal(bdd.weekmask, np.array([1, 1, 1, 1, 1, 0, 0], dtype='?'))

        # Check string weekmask with varying whitespace.
        bdd = np.busdaycalendar(weekmask="Sun TueWed  Thu\tFri")
        assert_equal(bdd.weekmask, np.array([0, 1, 1, 1, 1, 0, 1], dtype='?'))

        # Check length 7 0/1 string
        bdd = np.busdaycalendar(weekmask="0011001")
        assert_equal(bdd.weekmask, np.array([0, 0, 1, 1, 0, 0, 1], dtype='?'))

        # Check length 7 string weekmask.
        bdd = np.busdaycalendar(weekmask="Mon Tue")
        assert_equal(bdd.weekmask, np.array([1, 1, 0, 0, 0, 0, 0], dtype='?'))

        # All-zeros weekmask should raise
        assert_raises(ValueError, np.busdaycalendar, weekmask=[0, 0, 0, 0, 0, 0, 0])
        # weekday names must be correct case
        assert_raises(ValueError, np.busdaycalendar, weekmask="satsun")
        # All-zeros weekmask should raise
        assert_raises(ValueError, np.busdaycalendar, weekmask="")
        # Invalid weekday name codes should raise
        assert_raises(ValueError, np.busdaycalendar, weekmask="Mon Tue We")
        assert_raises(ValueError, np.busdaycalendar, weekmask="Max")
        assert_raises(ValueError, np.busdaycalendar, weekmask="Monday Tue") 

Example 22

def test_datetime_busday_holidays_count(self):
        holidays = ['2011-01-01', '2011-10-10', '2011-11-11', '2011-11-24',
                    '2011-12-25', '2011-05-30', '2011-02-21', '2011-01-17',
                    '2011-12-26', '2012-01-02', '2011-02-21', '2011-05-30',
                    '2011-07-01', '2011-07-04', '2011-09-05', '2011-10-10']
        bdd = np.busdaycalendar(weekmask='1111100', holidays=holidays)

        # Validate against busday_offset broadcast against
        # a range of offsets
        dates = np.busday_offset('2011-01-01', np.arange(366),
                        roll='forward', busdaycal=bdd)
        assert_equal(np.busday_count('2011-01-01', dates, busdaycal=bdd),
                     np.arange(366))
        # Returns negative value when reversed
        assert_equal(np.busday_count(dates, '2011-01-01', busdaycal=bdd),
                     -np.arange(366))

        dates = np.busday_offset('2011-12-31', -np.arange(366),
                        roll='forward', busdaycal=bdd)
        assert_equal(np.busday_count(dates, '2011-12-31', busdaycal=bdd),
                     np.arange(366))
        # Returns negative value when reversed
        assert_equal(np.busday_count('2011-12-31', dates, busdaycal=bdd),
                     -np.arange(366))

        # Can't supply both a weekmask/holidays and busdaycal
        assert_raises(ValueError, np.busday_offset, '2012-01-03', '2012-02-03',
                        weekmask='1111100', busdaycal=bdd)
        assert_raises(ValueError, np.busday_offset, '2012-01-03', '2012-02-03',
                        holidays=holidays, busdaycal=bdd)

        # Number of Mondays in March 2011
        assert_equal(np.busday_count('2011-03', '2011-04', weekmask='Mon'), 4)
        # Returns negative value when reversed
        assert_equal(np.busday_count('2011-04', '2011-03', weekmask='Mon'), -4) 
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