def set_params(self,
continent: Optional[str] = None,
country: Optional[str] = None,
features: Optional[List[CalendarFeature]] = None):
""" Set parameters of the calendar extraction processing step.
:param continent: Continent where the country or region is located
(important for importing calendar module).
:type continent: str
:param country: Country or region to use for holiday calendar (default 'Germany')
:type country: str
:param features: A list, which contains all features that should be calculated. Default all are calculated.
:type features: List[str]
:raises AttributeError: If 'continent' and/or 'country' is invalid.
"""
if continent is not None:
self.continent = continent
if country is not None:
self.country = country
if features is not None:
self.features: List[CalendarFeature] = features
try:
self.calendar = _init_calendar(self.continent, self.country)
except UtilException as e:
raise WrongParameterException(
e.message, "Please set a valid country or continent for.",
CalendarExtraction)
def __init__(self,
name: str = None,
window_size=24 * 7,
window_size_unit="d",
group_by: RollingGroupBy = RollingGroupBy.No,
continent: str = "Europe",
country: str = "Germany",
closed="left"):
super().__init__(name if name is not None else self.__class__.__name__)
self.window_size = window_size
self.group_by = group_by
self.window_size_unit = window_size_unit
self.country = country
self.continent = continent
self.closed = closed
self.cal = _init_calendar(self.continent, self.country)
def __init__(self,
name: str = "RollingMean",
window_size=24 * 7,
window_size_unit="d",
group_by: RollingGroupBy = RollingGroupBy.No,
continent: str = "Europe",
country: str = "Germany",
closed="left"):
super().__init__(name)
self.window_size = window_size
self.window_size_unit = "d"
self.group_by = group_by
self.window_size_unit = window_size_unit
self.country = country
self.continent = continent
self.closed = closed
self.cal = _init_calendar(self.continent, self.country)
def __init__(self,
name: str = "CalendarExtraction",
continent: str = "Europe",
country: str = "Germany",
features: Optional[List[CalendarFeature]] = None):
super().__init__(name)
self.continent = continent
self.country = country
try:
self.calendar = _init_calendar(self.continent, self.country)
except UtilException as e:
raise WrongParameterException(
e.message, "Please set a valid country or continent for.",
CalendarExtraction)
if features is None:
self.features: List[CalendarFeature] = [
CalendarFeature.month, CalendarFeature.day,
CalendarFeature.hour, CalendarFeature.weekday
]
else:
self.features: List[CalendarFeature] = features
def set_params(self,
window_size: Optional[int] = None,
window_size_unit: Optional[str] = None,
group_by: Optional[RollingGroupBy] = None,
continent: Optional[str] = None,
country: Optional[str] = None,
closed: Optional[str] = None):
"""
Set parameters of the rolling mean
:param window_size: Window size for which to calculate the mean
:type window_size: int
:param window_size_unit: Unit of the window size (default: "d" [day])
:type window_size_unit: str
:param groupy_by: how the entries of the time series should be grouped
:type group_by. RollingGroupBy
:param continent: If group_by is WorkdayAndHoliday: Continent where the country or region is located
(important for importing calendar module).
:type continent: str
:param country: If group_by is WorkdayAndHoliday: Country or region to use for holiday calendar (default 'Germany')
:type country: str
:param closed: If there array is closed left or right
:type closed: str
"""
if window_size:
self.window_size = window_size
if window_size_unit:
self.window_size_unit = window_size_unit
if group_by:
self.group_by = group_by
if closed:
self.closed = closed
if continent:
self.continent = continent
if country:
self.country = country
self.cal = _init_calendar(self.continent, self.country)