ramjet.photometric_database.derived.moa_survey_light_curve_collection¶

Classes¶

class MoaSurveyLightCurveCollection(survey_tags: List[str], dataset_splits: Union[List[int], None] = None, label: Union[float, List[float], np.ndarray, None] = None)[source]¶

Bases: ramjet.photometric_database.lightcurve_collection.LightcurveCollection

A collection of light curves based on the MOA 9-year survey.

moa_data_interface¶

__init__(self, survey_tags: List[str], dataset_splits: Union[List[int], None] = None, label: Union[float, List[float], np.ndarray, None] = None)[source]¶

Initialize self. See help(type(self)) for accurate signature.

get_paths(self)[source]¶

Gets the paths for the lightcurves in the collection.

Returns:	An iterable of the lightcurve paths.

move_path_to_nvme(self, path: Path)[source]¶

load_times_and_fluxes_from_path(self, path: Path)[source]¶

Loads the times and fluxes from a given lightcurve path.

Parameters:	path – The path to the lightcurve file.
Returns:	The times and the fluxes of the lightcurve.

load_times_and_magnifications_from_path(self, path: Path)[source]¶

Loads the times and magnifications from a given path as an injectable signal.

Parameters:	path – The path to the lightcurve/signal file.
Returns:	The times and the magnifications of the lightcurve/signal.

static generate_synthetic_signal_from_real_data(fluxes: np.ndarray, times: np.ndarray)[source]¶

Takes real lightcurve data and converts it to a form that can be used for synthetic lightcurve injection.

Parameters:	fluxes – The real lightcurve fluxes. times – The real lightcurve times.
Returns:	Fake synthetic magnifications and times.