lsst.pipe.tasks  21.0.0-152-g8411cc38+e959eeed31
Public Member Functions | Public Attributes | Static Public Attributes | List of all members
lsst.pipe.tasks.functors.LocalPhotometry Class Reference
Inheritance diagram for lsst.pipe.tasks.functors.LocalPhotometry:
lsst.pipe.tasks.functors.Functor lsst.pipe.tasks.functors.LocalDipoleMeanFlux lsst.pipe.tasks.functors.LocalMagnitude lsst.pipe.tasks.functors.LocalMagnitudeErr lsst.pipe.tasks.functors.LocalNanojansky lsst.pipe.tasks.functors.LocalNanojanskyErr lsst.pipe.tasks.functors.LocalDipoleDiffFlux lsst.pipe.tasks.functors.LocalDipoleDiffFluxErr lsst.pipe.tasks.functors.LocalDipoleMeanFluxErr

Public Member Functions

def __init__ (self, instFluxCol, instFluxErrCol, photoCalibCol, photoCalibErrCol, **kwargs)
 
def instFluxToNanojansky (self, instFlux, localCalib)
 
def instFluxErrToNanojanskyErr (self, instFlux, instFluxErr, localCalib, localCalibErr)
 
def instFluxToMagnitude (self, instFlux, localCalib)
 
def instFluxErrToMagnitudeErr (self, instFlux, instFluxErr, localCalib, localCalibErr)
 
def noDup (self)
 
def columns (self)
 
def multilevelColumns (self, data, columnIndex=None, returnTuple=False)
 
def __call__ (self, data, dropna=False)
 
def difference (self, data1, data2, **kwargs)
 
def fail (self, df)
 
def name (self)
 
def shortname (self)
 

Public Attributes

 instFluxCol
 
 instFluxErrCol
 
 photoCalibCol
 
 photoCalibErrCol
 
 filt
 
 dataset
 

Static Public Attributes

tuple logNJanskyToAB = (1 * u.nJy).to_value(u.ABmag)
 

Detailed Description

Base class for calibrating the specified instrument flux column using
the local photometric calibration.

Parameters
----------
instFluxCol : `str`
    Name of the instrument flux column.
instFluxErrCol : `str`
    Name of the assocated error columns for ``instFluxCol``.
photoCalibCol : `str`
    Name of local calibration column.
photoCalibErrCol : `str`
    Error associated with ``photoCalibCol``

See also
--------
LocalPhotometry
LocalNanojansky
LocalNanojanskyErr
LocalMagnitude
LocalMagnitudeErr

Definition at line 1493 of file functors.py.

Constructor & Destructor Documentation

◆ __init__()

def lsst.pipe.tasks.functors.LocalPhotometry.__init__ (   self,
  instFluxCol,
  instFluxErrCol,
  photoCalibCol,
  photoCalibErrCol,
**  kwargs 
)

Definition at line 1518 of file functors.py.

Member Function Documentation

◆ __call__()

def lsst.pipe.tasks.functors.Functor.__call__ (   self,
  data,
  dropna = False 
)
inherited

Definition at line 340 of file functors.py.

◆ columns()

def lsst.pipe.tasks.functors.Functor.columns (   self)
inherited

◆ difference()

def lsst.pipe.tasks.functors.Functor.difference (   self,
  data1,
  data2,
**  kwargs 
)
inherited
Computes difference between functor called on two different ParquetTable objects

Definition at line 351 of file functors.py.

◆ fail()

def lsst.pipe.tasks.functors.Functor.fail (   self,
  df 
)
inherited

Definition at line 356 of file functors.py.

◆ instFluxErrToMagnitudeErr()

def lsst.pipe.tasks.functors.LocalPhotometry.instFluxErrToMagnitudeErr (   self,
  instFlux,
  instFluxErr,
  localCalib,
  localCalibErr 
)
Convert instrument flux err to nanojanskys.

Parameters
----------
instFlux : `numpy.ndarray` or `pandas.Series`
    Array of instrument flux measurements
instFluxErr : `numpy.ndarray` or `pandas.Series`
    Errors on associated ``instFlux`` values
localCalib : `numpy.ndarray` or `pandas.Series`
    Array of local photometric calibration estimates.
localCalibErr : `numpy.ndarray` or `pandas.Series`
   Errors on associated ``localCalib`` values

Returns
-------
calibMagErr: `numpy.ndarray` or `pandas.Series`
    Error on calibrated AB magnitudes.

Definition at line 1585 of file functors.py.

◆ instFluxErrToNanojanskyErr()

def lsst.pipe.tasks.functors.LocalPhotometry.instFluxErrToNanojanskyErr (   self,
  instFlux,
  instFluxErr,
  localCalib,
  localCalibErr 
)
Convert instrument flux to nanojanskys.

Parameters
----------
instFlux : `numpy.ndarray` or `pandas.Series`
    Array of instrument flux measurements
instFluxErr : `numpy.ndarray` or `pandas.Series`
    Errors on associated ``instFlux`` values
localCalib : `numpy.ndarray` or `pandas.Series`
    Array of local photometric calibration estimates.
localCalibErr : `numpy.ndarray` or `pandas.Series`
   Errors on associated ``localCalib`` values

Returns
-------
calibFluxErr : `numpy.ndarray` or `pandas.Series`
    Errors on calibrated flux measurements.

Definition at line 1547 of file functors.py.

◆ instFluxToMagnitude()

def lsst.pipe.tasks.functors.LocalPhotometry.instFluxToMagnitude (   self,
  instFlux,
  localCalib 
)
Convert instrument flux to nanojanskys.

Parameters
----------
instFlux : `numpy.ndarray` or `pandas.Series`
    Array of instrument flux measurements
localCalib : `numpy.ndarray` or `pandas.Series`
    Array of local photometric calibration estimates.

Returns
-------
calibMag : `numpy.ndarray` or `pandas.Series`
    Array of calibrated AB magnitudes.

Definition at line 1568 of file functors.py.

◆ instFluxToNanojansky()

def lsst.pipe.tasks.functors.LocalPhotometry.instFluxToNanojansky (   self,
  instFlux,
  localCalib 
)
Convert instrument flux to nanojanskys.

Parameters
----------
instFlux : `numpy.ndarray` or `pandas.Series`
    Array of instrument flux measurements
localCalib : `numpy.ndarray` or `pandas.Series`
    Array of local photometric calibration estimates.

Returns
-------
calibFlux : `numpy.ndarray` or `pandas.Series`
    Array of calibrated flux measurements.

Definition at line 1530 of file functors.py.

◆ multilevelColumns()

def lsst.pipe.tasks.functors.Functor.multilevelColumns (   self,
  data,
  columnIndex = None,
  returnTuple = False 
)
inherited
Returns columns needed by functor from multilevel dataset

To access tables with multilevel column structure, the `MultilevelParquetTable`
or `DeferredDatasetHandle` need to be passed either a list of tuples or a
dictionary.

Parameters
----------
data : `MultilevelParquetTable` or `DeferredDatasetHandle`

columnIndex (optional): pandas `Index` object
    either passed or read in from `DeferredDatasetHandle`.

`returnTuple` : bool
    If true, then return a list of tuples rather than the column dictionary
    specification.  This is set to `True` by `CompositeFunctor` in order to be able to
    combine columns from the various component functors.

Definition at line 229 of file functors.py.

◆ name()

def lsst.pipe.tasks.functors.Functor.name (   self)
inherited

◆ noDup()

def lsst.pipe.tasks.functors.Functor.noDup (   self)
inherited

Definition at line 148 of file functors.py.

◆ shortname()

def lsst.pipe.tasks.functors.Functor.shortname (   self)
inherited
Short name of functor (suitable for column name/dict key)

Reimplemented in lsst.pipe.tasks.functors.Color, and lsst.pipe.tasks.functors.MagDiff.

Definition at line 366 of file functors.py.

Member Data Documentation

◆ dataset

lsst.pipe.tasks.functors.Functor.dataset
inherited

Definition at line 144 of file functors.py.

◆ filt

lsst.pipe.tasks.functors.Functor.filt
inherited

Definition at line 143 of file functors.py.

◆ instFluxCol

lsst.pipe.tasks.functors.LocalPhotometry.instFluxCol

Definition at line 1524 of file functors.py.

◆ instFluxErrCol

lsst.pipe.tasks.functors.LocalPhotometry.instFluxErrCol

Definition at line 1525 of file functors.py.

◆ logNJanskyToAB

tuple lsst.pipe.tasks.functors.LocalPhotometry.logNJanskyToAB = (1 * u.nJy).to_value(u.ABmag)
static

Definition at line 1516 of file functors.py.

◆ photoCalibCol

lsst.pipe.tasks.functors.LocalPhotometry.photoCalibCol

Definition at line 1526 of file functors.py.

◆ photoCalibErrCol

lsst.pipe.tasks.functors.LocalPhotometry.photoCalibErrCol

Definition at line 1527 of file functors.py.


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