lsst.ip.isr gd2a69bfd97+615bb6ce9e
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lsst.ip.isr.linearize.Linearizer Class Reference
Inheritance diagram for lsst.ip.isr.linearize.Linearizer:
lsst.ip.isr.calibType.IsrCalib

Public Member Functions

 __init__ (self, table=None, **kwargs)
 
 updateMetadata (self, setDate=False, **kwargs)
 
 fromDetector (self, detector)
 
 fromDict (cls, dictionary)
 
 toDict (self)
 
 fromTable (cls, tableList)
 
 toTable (self)
 
 getLinearityTypeByName (self, linearityTypeName)
 
 validate (self, detector=None, amplifier=None)
 
 applyLinearity (self, image, detector=None, log=None, gains=None)
 
 requiredAttributes (self)
 
 requiredAttributes (self, value)
 
 __str__ (self)
 
 __eq__ (self, other)
 
 metadata (self)
 
 getMetadata (self)
 
 setMetadata (self, metadata)
 
 updateMetadataFromExposures (self, exposures)
 
 calibInfoFromDict (self, dictionary)
 
 determineCalibClass (cls, metadata, message)
 
 readText (cls, filename, **kwargs)
 
 writeText (self, filename, format="auto")
 
 readFits (cls, filename, **kwargs)
 
 writeFits (self, filename)
 
 apply (self, target)
 

Public Attributes

bool hasLinearity = False
 
bool override = False
 
 ampNames = list()
 
 inputGain = dict()
 
 inputTurnoff = dict()
 
 linearityCoeffs = dict()
 
 linearityType = dict()
 
 linearityBBox = dict()
 
 inputAbscissa = dict()
 
 inputOrdinate = dict()
 
 inputMask = dict()
 
 inputGroupingIndex = dict()
 
 inputNormalization = dict()
 
 fitParams = dict()
 
 fitParamsErr = dict()
 
 fitChiSq = dict()
 
 fitResiduals = dict()
 
 fitResidualsSigmaMad = dict()
 
 fitResidualsUnmasked = dict()
 
 fitResidualsModel = dict()
 
 linearFit = dict()
 
 linearityTurnoff = dict()
 
 linearityMaxSignal = dict()
 
str absoluteReferenceAmplifier = ""
 
 tableData = None
 
str linearityUnits = 'adu'
 
 requiredAttributes = set(["_OBSTYPE", "_SCHEMA", "_VERSION"])
 
 log = log if log else logging.getLogger(__name__)
 

Protected Attributes

 _instrument = None
 
 _raftName = None
 
 _slotName = None
 
 _detectorName = None
 
 _detectorSerial = None
 
 _detectorId = None
 
 _filter = None
 
str _calibId = None
 
 _seqfile = None
 
 _seqname = None
 
 _seqcksum = None
 
 _metadata = PropertyList()
 
 _requiredAttributes
 

Static Protected Attributes

str _OBSTYPE = "generic"
 
str _SCHEMA = "NO SCHEMA"
 
int _VERSION = 0
 

Detailed Description

Parameter set for linearization.

These parameters are included in `lsst.afw.cameraGeom.Amplifier`, but
should be accessible externally to allow for testing.

Parameters
----------
table : `numpy.array`, optional
    Lookup table; a 2-dimensional array of floats:

    - one row for each row index (value of coef[0] in the amplifier)
    - one column for each image value

    To avoid copying the table the last index should vary fastest
    (numpy default "C" order)
detector : `lsst.afw.cameraGeom.Detector`, optional
    Detector object.  Passed to self.fromDetector() on init.
log : `logging.Logger`, optional
    Logger to handle messages.
kwargs : `dict`, optional
    Other keyword arguments to pass to the parent init.

Raises
------
RuntimeError
    Raised if the supplied table is not 2D, or if the table has fewer
    columns than rows (indicating that the indices are swapped).

Notes
-----
The linearizer attributes stored are:

hasLinearity : `bool`
    Whether a linearity correction is defined for this detector.
override : `bool`
    Whether the detector parameters should be overridden.
ampNames : `list` [`str`]
    List of amplifier names to correct.
inputGain : `dict` [`str`, `float`]
    Dictionary keyed by amplifirer name containing the input
    gain from the PTC used to construct this linearizer.
inputTurnoff : `dict` [`str`, `float`]
    Dictionary keyed by amplifier name containing the input
    turnoff from the PTC used to construct this linearizer.
linearityCoeffs : `dict` [`str`, `np.ndarray`]
    Coefficients to use in correction.  Indexed by amplifier
    names.  The format of the array depends on the type of
    correction to apply.
linearityType : `dict` [`str`, `str`]
    Type of correction to use, indexed by amplifier names.
linearityBBox : `dict` [`str`, `lsst.geom.Box2I`]
    Bounding box the correction is valid over, indexed by
    amplifier names.
fitParams : `dict` [`str`, `np.ndarray`], optional
    Linearity fit parameters used to construct the correction
    coefficients, indexed as above.
fitParamsErr : `dict` [`str`, `np.ndarray`], optional
    Uncertainty values of the linearity fit parameters used to
    construct the correction coefficients, indexed as above.
fitChiSq : `dict` [`str`, `float`], optional
    Chi-squared value of the linearity fit, indexed as above.
fitResiduals : `dict` [`str`, `np.ndarray`], optional
    Residuals of the fit, indexed as above. Used for
    calculating photodiode corrections
fitResidualsSigmaMad : `dict` [`str`, `float`], optional
    Robust median-absolute-deviation of fit residuals, scaled
    by the signal level.
fitResidualsUnmasked : `dict` [`str`, `np.ndarray`], optional
    Same as fitResiduals, but all outliers are included and
    not masked as nans.
fitResidualsModel : `dict` [`str`, `np.ndarray`], optional
    The model count level for each of the fitResiduals.
linearFit : The linear fit to the low flux region of the curve.
    [intercept, slope].
tableData : `np.ndarray`, optional
    Lookup table data for the linearity correction.
inputAbscissa : `dict` [`str`, `np.ndarray`], optional
    Input abscissa used to construct linearizer (usually photodiode
    or exposure time).
inputOrdinate : `dict` [`str`, `np.ndarray`], optional
    Input ordinate used to construct linearizer (raw mean counts).
inputMask : `dict` [`str`, `np.ndarray`], optional
    Input mask used for the fitting.
inputGroupingIndex : `dict` [`str`, `np.ndarray`], optional
    Input grouping index used for fitting.
inputNormalization : `dict` [`str`, `np.ndarray`], optional
    Input normalization that was applied to the abscissa for
    each pair from the PTC used for the linearization fit.
absoluteReferenceAmplifier : `str`, optional
    Amplifier used for the reference for absolute linearization
    (DoubleSpline) mode.

Version 1.4 adds ``linearityTurnoff`` and ``linearityMaxSignal``.
Version 1.5 adds ``fitResidualsUnmasked``, ``inputAbscissa``,
    ``inputOrdinate``, ``inputMask``, ``inputGroupingIndex``,
    ``fitResidualsModel``, and ``inputNormalization``.
Version 1.6 adds ``absoluteReferenceAmplifier``.
Version 1.7 adds ``inputGain``.
Version 1.8 adds ``inputTurnoff``.

Definition at line 48 of file linearize.py.

Constructor & Destructor Documentation

◆ __init__()

lsst.ip.isr.linearize.Linearizer.__init__ ( self,
table = None,
** kwargs )

Definition at line 153 of file linearize.py.

Member Function Documentation

◆ __eq__()

lsst.ip.isr.calibType.IsrCalib.__eq__ ( self,
other )
inherited
Calibration equivalence.

Running ``calib.log.setLevel(0)`` enables debug statements to
identify problematic fields.

Definition at line 105 of file calibType.py.

◆ __str__()

lsst.ip.isr.calibType.IsrCalib.__str__ ( self)
inherited

Definition at line 102 of file calibType.py.

◆ apply()

lsst.ip.isr.calibType.IsrCalib.apply ( self,
target )
inherited
Method to apply the calibration to the target object.

Parameters
----------
target : `object`
    Thing to validate against.

Returns
-------
valid : `bool`
    Returns true if the calibration was applied correctly.

Raises
------
NotImplementedError
    Raised if not implemented.

Definition at line 706 of file calibType.py.

◆ applyLinearity()

lsst.ip.isr.linearize.Linearizer.applyLinearity ( self,
image,
detector = None,
log = None,
gains = None )
Apply the linearity to an image.

If the linearity parameters are populated, use those,
otherwise use the values from the detector.

Parameters
----------
image : `~lsst.afw.image.image`
    Image to correct.
detector : `~lsst.afw.cameraGeom.detector`, optional
    Detector to use to determine exposure trimmed state.  If
    supplied, but no other linearity information is provided
    by the calibration, then the static solution stored in the
    detector will be used.
log : `~logging.Logger`, optional
    Log object to use for logging.
gains : `dict` [`str`, `float`], optional
    Dictionary of amp name to gain. If this is provided then
    linearity terms will be converted from adu to electrons.
    Only used for Spline linearity corrections.

Definition at line 615 of file linearize.py.

◆ calibInfoFromDict()

lsst.ip.isr.calibType.IsrCalib.calibInfoFromDict ( self,
dictionary )
inherited
Handle common keywords.

This isn't an ideal solution, but until all calibrations
expect to find everything in the metadata, they still need to
search through dictionaries.

Parameters
----------
dictionary : `dict` or `lsst.daf.base.PropertyList`
    Source for the common keywords.

Raises
------
RuntimeError
    Raised if the dictionary does not match the expected OBSTYPE.

Definition at line 325 of file calibType.py.

◆ determineCalibClass()

lsst.ip.isr.calibType.IsrCalib.determineCalibClass ( cls,
metadata,
message )
inherited
Attempt to find calibration class in metadata.

Parameters
----------
metadata : `dict` or `lsst.daf.base.PropertyList`
    Metadata possibly containing a calibration class entry.
message : `str`
    Message to include in any errors.

Returns
-------
calibClass : `object`
    The class to use to read the file contents.  Should be an
    `lsst.ip.isr.IsrCalib` subclass.

Raises
------
ValueError
    Raised if the resulting calibClass is the base
    `lsst.ip.isr.IsrClass` (which does not implement the
    content methods).

Definition at line 391 of file calibType.py.

◆ fromDetector()

lsst.ip.isr.linearize.Linearizer.fromDetector ( self,
detector )
Read linearity parameters from a detector.

Parameters
----------
detector : `lsst.afw.cameraGeom.detector`
    Input detector with parameters to use.

Returns
-------
calib : `lsst.ip.isr.Linearizer`
    The calibration constructed from the detector.

Reimplemented from lsst.ip.isr.calibType.IsrCalib.

Definition at line 223 of file linearize.py.

◆ fromDict()

lsst.ip.isr.linearize.Linearizer.fromDict ( cls,
dictionary )
Construct a calibration from a dictionary of properties

Parameters
----------
dictionary : `dict`
    Dictionary of properties

Returns
-------
calib : `lsst.ip.isr.Linearity`
    Constructed calibration.

Raises
------
RuntimeError
    Raised if the supplied dictionary is for a different
    calibration.

Reimplemented from lsst.ip.isr.calibType.IsrCalib.

Definition at line 255 of file linearize.py.

◆ fromTable()

lsst.ip.isr.linearize.Linearizer.fromTable ( cls,
tableList )
Read linearity from a FITS file.

This method uses the `fromDict` method to create the
calibration, after constructing an appropriate dictionary from
the input tables.

Parameters
----------
tableList : `list` [`astropy.table.Table`]
    afwTable read from input file name.

Returns
-------
linearity : `~lsst.ip.isr.linearize.Linearizer``
    Linearity parameters.

Notes
-----
The method reads a FITS file with 1 or 2 extensions. The metadata is
read from the header of extension 1, which must exist.  Then the table
is loaded, and  the ['AMPLIFIER_NAME', 'TYPE', 'COEFFS', 'BBOX_X0',
'BBOX_Y0', 'BBOX_DX', 'BBOX_DY'] columns are read and used to set each
dictionary by looping over rows.
Extension 2 is then attempted to read in the try block (which only
exists for lookup tables). It has a column named 'LOOKUP_VALUES' that
contains a vector of the lookup entries in each row.

Reimplemented from lsst.ip.isr.calibType.IsrCalib.

Definition at line 381 of file linearize.py.

◆ getLinearityTypeByName()

lsst.ip.isr.linearize.Linearizer.getLinearityTypeByName ( self,
linearityTypeName )
Determine the linearity class to use from the type name.

Parameters
----------
linearityTypeName : str
    String name of the linearity type that is needed.

Returns
-------
linearityType : `~lsst.ip.isr.linearize.LinearizeBase`
    The appropriate linearity class to use.  If no matching class
    is found, `None` is returned.

Definition at line 530 of file linearize.py.

◆ getMetadata()

lsst.ip.isr.calibType.IsrCalib.getMetadata ( self)
inherited
Retrieve metadata associated with this calibration.

Returns
-------
meta : `lsst.daf.base.PropertyList`
    Metadata. The returned `~lsst.daf.base.PropertyList` can be
    modified by the caller and the changes will be written to
    external files.

Definition at line 174 of file calibType.py.

◆ metadata()

lsst.ip.isr.calibType.IsrCalib.metadata ( self)
inherited

Definition at line 171 of file calibType.py.

◆ readFits()

lsst.ip.isr.calibType.IsrCalib.readFits ( cls,
filename,
** kwargs )
inherited
Read calibration data from a FITS file.

Parameters
----------
filename : `str`
    Filename to read data from.
kwargs : `dict` or collections.abc.Mapping`, optional
    Set of key=value pairs to pass to the ``fromTable``
    method.

Returns
-------
calib : `lsst.ip.isr.IsrCalib`
    Calibration contained within the file.

Definition at line 517 of file calibType.py.

◆ readText()

lsst.ip.isr.calibType.IsrCalib.readText ( cls,
filename,
** kwargs )
inherited
Read calibration representation from a yaml/ecsv file.

Parameters
----------
filename : `str`
    Name of the file containing the calibration definition.
kwargs : `dict` or collections.abc.Mapping`, optional
    Set of key=value pairs to pass to the ``fromDict`` or
    ``fromTable`` methods.

Returns
-------
calib : `~lsst.ip.isr.IsrCalibType`
    Calibration class.

Raises
------
RuntimeError
    Raised if the filename does not end in ".ecsv" or ".yaml".

Definition at line 425 of file calibType.py.

◆ requiredAttributes() [1/2]

lsst.ip.isr.calibType.IsrCalib.requiredAttributes ( self)
inherited

Definition at line 162 of file calibType.py.

◆ requiredAttributes() [2/2]

lsst.ip.isr.calibType.IsrCalib.requiredAttributes ( self,
value )
inherited

Definition at line 166 of file calibType.py.

◆ setMetadata()

lsst.ip.isr.calibType.IsrCalib.setMetadata ( self,
metadata )
inherited
Store a copy of the supplied metadata with this calibration.

Parameters
----------
metadata : `lsst.daf.base.PropertyList`
    Metadata to associate with the calibration.  Will be copied and
    overwrite existing metadata.

Reimplemented in lsst.ip.isr.transmissionCurve.IntermediateTransmissionCurve.

Definition at line 186 of file calibType.py.

◆ toDict()

lsst.ip.isr.linearize.Linearizer.toDict ( self)
Return linearity parameters as a dict.

Returns
-------
outDict : `dict`:

Reimplemented from lsst.ip.isr.calibType.IsrCalib.

Definition at line 333 of file linearize.py.

◆ toTable()

lsst.ip.isr.linearize.Linearizer.toTable ( self)
Construct a list of tables containing the information in this
calibration.

The list of tables should create an identical calibration
after being passed to this class's fromTable method.

Returns
-------
tableList : `list` [`astropy.table.Table`]
    List of tables containing the linearity calibration
    information.

Reimplemented from lsst.ip.isr.calibType.IsrCalib.

Definition at line 480 of file linearize.py.

◆ updateMetadata()

lsst.ip.isr.linearize.Linearizer.updateMetadata ( self,
setDate = False,
** kwargs )
Update metadata keywords with new values.

This calls the base class's method after ensuring the required
calibration keywords will be saved.

Parameters
----------
setDate : `bool`, optional
    Update the CALIBDATE fields in the metadata to the current
    time. Defaults to False.
kwargs :
    Other keyword parameters to set in the metadata.

Reimplemented from lsst.ip.isr.calibType.IsrCalib.

Definition at line 202 of file linearize.py.

◆ updateMetadataFromExposures()

lsst.ip.isr.calibType.IsrCalib.updateMetadataFromExposures ( self,
exposures )
inherited
Extract and unify metadata information.

Parameters
----------
exposures : `list`
    Exposures or other calibrations to scan.

Definition at line 294 of file calibType.py.

◆ validate()

lsst.ip.isr.linearize.Linearizer.validate ( self,
detector = None,
amplifier = None )
Validate linearity for a detector/amplifier.

Parameters
----------
detector : `lsst.afw.cameraGeom.Detector`, optional
    Detector to validate, along with its amplifiers.
amplifier : `lsst.afw.cameraGeom.Amplifier`, optional
    Single amplifier to validate.

Raises
------
RuntimeError
    Raised if there is a mismatch in linearity parameters, and
    the cameraGeom parameters are not being overridden.

Reimplemented from lsst.ip.isr.calibType.IsrCalib.

Definition at line 555 of file linearize.py.

◆ writeFits()

lsst.ip.isr.calibType.IsrCalib.writeFits ( self,
filename )
inherited
Write calibration data to a FITS file.

Parameters
----------
filename : `str`
    Filename to write data to.

Returns
-------
used : `str`
    The name of the file used to write the data.

Reimplemented in lsst.ip.isr.transmissionCurve.IntermediateTransmissionCurve.

Definition at line 565 of file calibType.py.

◆ writeText()

lsst.ip.isr.calibType.IsrCalib.writeText ( self,
filename,
format = "auto" )
inherited
Write the calibration data to a text file.

Parameters
----------
filename : `str`
    Name of the file to write.
format : `str`
    Format to write the file as.  Supported values are:
        ``"auto"`` : Determine filetype from filename.
        ``"yaml"`` : Write as yaml.
        ``"ecsv"`` : Write as ecsv.

Returns
-------
used : `str`
    The name of the file used to write the data.  This may
    differ from the input if the format is explicitly chosen.

Raises
------
RuntimeError
    Raised if filename does not end in a known extension, or
    if all information cannot be written.

Notes
-----
The file is written to YAML/ECSV format and will include any
associated metadata.

Definition at line 463 of file calibType.py.

Member Data Documentation

◆ _calibId

str lsst.ip.isr.calibType.IsrCalib._calibId = None
protectedinherited

Definition at line 76 of file calibType.py.

◆ _detectorId

lsst.ip.isr.calibType.IsrCalib._detectorId = None
protectedinherited

Definition at line 74 of file calibType.py.

◆ _detectorName

lsst.ip.isr.calibType.IsrCalib._detectorName = None
protectedinherited

Definition at line 72 of file calibType.py.

◆ _detectorSerial

lsst.ip.isr.calibType.IsrCalib._detectorSerial = None
protectedinherited

Definition at line 73 of file calibType.py.

◆ _filter

lsst.ip.isr.calibType.IsrCalib._filter = None
protectedinherited

Definition at line 75 of file calibType.py.

◆ _instrument

lsst.ip.isr.calibType.IsrCalib._instrument = None
protectedinherited

Definition at line 69 of file calibType.py.

◆ _metadata

lsst.ip.isr.calibType.IsrCalib._metadata = PropertyList()
protectedinherited

Definition at line 80 of file calibType.py.

◆ _OBSTYPE

str lsst.ip.isr.calibType.IsrCalib._OBSTYPE = "generic"
staticprotectedinherited

Definition at line 64 of file calibType.py.

◆ _raftName

lsst.ip.isr.calibType.IsrCalib._raftName = None
protectedinherited

Definition at line 70 of file calibType.py.

◆ _requiredAttributes

lsst.ip.isr.calibType.IsrCalib._requiredAttributes
protectedinherited

Definition at line 115 of file calibType.py.

◆ _SCHEMA

str lsst.ip.isr.calibType.IsrCalib._SCHEMA = "NO SCHEMA"
staticprotectedinherited

Definition at line 65 of file calibType.py.

◆ _seqcksum

lsst.ip.isr.calibType.IsrCalib._seqcksum = None
protectedinherited

Definition at line 79 of file calibType.py.

◆ _seqfile

lsst.ip.isr.calibType.IsrCalib._seqfile = None
protectedinherited

Definition at line 77 of file calibType.py.

◆ _seqname

lsst.ip.isr.calibType.IsrCalib._seqname = None
protectedinherited

Definition at line 78 of file calibType.py.

◆ _slotName

lsst.ip.isr.calibType.IsrCalib._slotName = None
protectedinherited

Definition at line 71 of file calibType.py.

◆ _VERSION

int lsst.ip.isr.calibType.IsrCalib._VERSION = 0
staticprotectedinherited

Definition at line 66 of file calibType.py.

◆ absoluteReferenceAmplifier

str lsst.ip.isr.linearize.Linearizer.absoluteReferenceAmplifier = ""

Definition at line 178 of file linearize.py.

◆ ampNames

lsst.ip.isr.linearize.Linearizer.ampNames = list()

Definition at line 157 of file linearize.py.

◆ fitChiSq

lsst.ip.isr.linearize.Linearizer.fitChiSq = dict()

Definition at line 170 of file linearize.py.

◆ fitParams

lsst.ip.isr.linearize.Linearizer.fitParams = dict()

Definition at line 168 of file linearize.py.

◆ fitParamsErr

lsst.ip.isr.linearize.Linearizer.fitParamsErr = dict()

Definition at line 169 of file linearize.py.

◆ fitResiduals

lsst.ip.isr.linearize.Linearizer.fitResiduals = dict()

Definition at line 171 of file linearize.py.

◆ fitResidualsModel

lsst.ip.isr.linearize.Linearizer.fitResidualsModel = dict()

Definition at line 174 of file linearize.py.

◆ fitResidualsSigmaMad

lsst.ip.isr.linearize.Linearizer.fitResidualsSigmaMad = dict()

Definition at line 172 of file linearize.py.

◆ fitResidualsUnmasked

lsst.ip.isr.linearize.Linearizer.fitResidualsUnmasked = dict()

Definition at line 173 of file linearize.py.

◆ hasLinearity

bool lsst.ip.isr.linearize.Linearizer.hasLinearity = False

Definition at line 154 of file linearize.py.

◆ inputAbscissa

lsst.ip.isr.linearize.Linearizer.inputAbscissa = dict()

Definition at line 163 of file linearize.py.

◆ inputGain

lsst.ip.isr.linearize.Linearizer.inputGain = dict()

Definition at line 158 of file linearize.py.

◆ inputGroupingIndex

lsst.ip.isr.linearize.Linearizer.inputGroupingIndex = dict()

Definition at line 166 of file linearize.py.

◆ inputMask

lsst.ip.isr.linearize.Linearizer.inputMask = dict()

Definition at line 165 of file linearize.py.

◆ inputNormalization

lsst.ip.isr.linearize.Linearizer.inputNormalization = dict()

Definition at line 167 of file linearize.py.

◆ inputOrdinate

lsst.ip.isr.linearize.Linearizer.inputOrdinate = dict()

Definition at line 164 of file linearize.py.

◆ inputTurnoff

lsst.ip.isr.linearize.Linearizer.inputTurnoff = dict()

Definition at line 159 of file linearize.py.

◆ linearFit

lsst.ip.isr.linearize.Linearizer.linearFit = dict()

Definition at line 175 of file linearize.py.

◆ linearityBBox

lsst.ip.isr.linearize.Linearizer.linearityBBox = dict()

Definition at line 162 of file linearize.py.

◆ linearityCoeffs

lsst.ip.isr.linearize.Linearizer.linearityCoeffs = dict()

Definition at line 160 of file linearize.py.

◆ linearityMaxSignal

lsst.ip.isr.linearize.Linearizer.linearityMaxSignal = dict()

Definition at line 177 of file linearize.py.

◆ linearityTurnoff

lsst.ip.isr.linearize.Linearizer.linearityTurnoff = dict()

Definition at line 176 of file linearize.py.

◆ linearityType

lsst.ip.isr.linearize.Linearizer.linearityType = dict()

Definition at line 161 of file linearize.py.

◆ linearityUnits

str lsst.ip.isr.linearize.Linearizer.linearityUnits = 'adu'

Definition at line 189 of file linearize.py.

◆ log

lsst.ip.isr.calibType.IsrCalib.log = log if log else logging.getLogger(__name__)
inherited

Definition at line 96 of file calibType.py.

◆ override

bool lsst.ip.isr.linearize.Linearizer.override = False

Definition at line 155 of file linearize.py.

◆ requiredAttributes

lsst.ip.isr.calibType.IsrCalib.requiredAttributes = set(["_OBSTYPE", "_SCHEMA", "_VERSION"])
inherited

Definition at line 90 of file calibType.py.

◆ tableData

lsst.ip.isr.linearize.Linearizer.tableData = None

Definition at line 179 of file linearize.py.


The documentation for this class was generated from the following file: