Data Validation Quality Flags (`dataval.quality`)

Handling of TESS data quality flags.

Code author: Rasmus Handberg <rasmush@phys.au.dk>

class dataval.quality.DatavalQualityFlags(value)[source]

Bases: QualityFlagsBase

Quality flags indicating the status of data validation.

ContaminationHigh = 2048: Contamination high

DEFAULT_BITMASK = 13408

FluxFFIOverTPF = 4: Star has higher measured flux in FFIs than TPFs

FluxTPFOverFFI = 8: Star has higher measured flux in TPFs than FFIs

InvalidContamination = 1024: Invalid contamination

InvalidFlux = 4096: Invalid mean flux (not finite or negative)

InvalidNoise = 8192

LargeMask = 64: Star has larger mask than general relation

LowPTP = 256: PTP lower than theoretical

LowRMS = 512: RMS lower than theoretical

MagVsFluxHigh = 1: Star has higher flux than given by magnitude relation

MagVsFluxLow = 2: Star has lower flux than given by magnitude relation

MinimalMask = 16: Star has minimum 4x4 mask

SmallMask = 32: Star has smaller mask than general relation

SmallStamp = 128: Smaller stamp than default

class dataval.quality.QualityFlagsBase(value)[source]

Bases: IntFlag

An enumeration.

classmethod filter(quality, flags=None)[source]

Filter quality flags against a specific set of flags.

Parameters:

quality (integer or ndarray) – Quality flags.
flags (integer bitmask) – Default=``TESSQualityFlags.DEFAULT_BITMASK``.

Returns:

True if quality DOES NOT contain any of the specified flags, False otherwise.

Return type:

ndarray

property binary_repr