data_sources.datetime
Datetime data sources and functions
data_sources.datetime.datetime_model
Model for output of datetime data
Datetime Objects
class Datetime(DataSourceOutput)
Class to store Datetime data as a xr.Dataset with some validation
data_sources.datetime.datetime_data_source
Datetime DataSource - add hour and year features
DatetimeDataSource Objects
@dataclass
class DatetimeDataSource(DataSource)
Add hour_of_day_{sin, cos} and day_of_year_{sin, cos} features.
__post_init__
def __post_init__()
Post init
get_example
def get_example(t0_dt: pd.Timestamp, x_meters_center: Number, y_meters_center: Number) -> Datetime
Get example data
Arguments:
t0_dt
- list of timestampsx_meters_center
- x center of patches - not needed-
y_meters_center
- y center of patches - not needed -
Returns
- batch data of datetime features
get_locations_for_batch
def get_locations_for_batch(t0_datetimes: pd.DatetimeIndex) -> Tuple[List[Number], List[Number]]
This method is not needed for DatetimeDataSource
datetime_index
def datetime_index() -> pd.DatetimeIndex
This method is not needed for DatetimeDataSource