def validate_wind_speed(observation, values):
"""
Run validation checks on a wind speed observation.
Parameters
----------
observation : solarforecastarbiter.datamodel.Observation
Observation object that the data is associated with
values : pandas.Series
Series of observation values
Returns
-------
tuple
Tuple of integer bitmask series of flags from the following tests, in
order,
`validator.check_timestamp_spacing`,
`validator.check_wind_limits`
"""
timestamp_flag = _validate_timestamp(observation, values)
wind_limit_flag = validator.check_wind_limits(values, _return_mask=True)
return timestamp_flag, wind_limit_flag
def validate_wind_speed(observation, values):
"""
Run validation checks on a wind speed observation.
Parameters
----------
observation : solarforecastarbiter.datamodel.Observation
Observation object that the data is associated with
values : pandas.Series
Series of observation values
Returns
-------
timestamp_flag, night_flag, wind_limit_flag : pandas.Series
Integer bitmask series from
:py:func:`.validator.check_timestamp_spacing`,
:py:func:`.validator.check_irradiance_day_night`,
:py:func:`.validator.check_wind_limits` respectively
"""
timestamp_flag, night_flag = validate_defaults(observation, values)
wind_limit_flag = validator.check_wind_limits(values,
_return_mask=True)
return timestamp_flag, night_flag, wind_limit_flag
def validate_wind_speed(observation, values):
"""
Run validation checks on a wind speed observation.
Parameters
----------
observation : solarforecastarbiter.datamodel.Observation
Observation object that the data is associated with
values : pandas.Series
Series of observation values
Returns
-------
timestamp_flag : pandas.Series
Bitmask from :py:func:`.validator.check_timestamp_spacing`
night_flag : pandas.Series
Bitmask from :py:func:`.validator.check_day_night` or
:py:func:`.validator.check_day_night_interval`
limit_flag : pandas.Series
Bitmask from :py:func:`.validator.wind_limit_flag`
"""
timestamp_flag, night_flag = validate_defaults(observation, values)
limit_flag = validator.check_wind_limits(values, _return_mask=True)
return timestamp_flag, night_flag, limit_flag
def test_check_wind_limits(weather):
expected = weather
result_expected = expected['extreme_wind_flag']
result = validator.check_wind_limits(expected['wind_speed'])
assert_series_equal(result, result_expected)