CfhtIsrTaskConfig¶
- 
class lsst.obs.cfht.cfhtIsrTask.CfhtIsrTaskConfig(*args, **kw)¶
- Bases: - lsst.ip.isr.isrTask.IsrTaskConfig- Attributes Summary - CCD assembly task ( - ConfigurableInstance, default- <class 'lsst.ip.isr.assembleCcdTask.AssembleCcdConfig'>)- How to estimate the average value for BAD regions. - Name of the bias data product ( - str, default- 'bias')- Should the gain be applied when applying the brighter-fatter correction? ( - bool, default- True)- The level at which to correct for brighter-fatter. - Number of pixels to grow the masks listed in config.brighterFatterMaskListToInterpolate when brighter-fatter correction is applied. - List of mask planes that should be interpolated over when applying the brighter-fatter correction. - Maximum number of iterations for the brighter-fatter correction ( - int, default- 10)- Threshold used to stop iterating the brighter-fatter correction. - Configurations describing the connections of the PipelineTask to datatypes ( - Connections, default- <class 'lsst.pipe.base.config.Connections'>)- Intra-CCD crosstalk correction ( - ConfigurableInstance, default- <class 'lsst.ip.isr.crosstalk.CrosstalkConfig'>)- Name of the dark data product ( - str, default- 'dark')- Dataset type for input data; users will typically leave this alone, but camera-specific ISR tasks will override it ( - str, default- 'raw')- Default value for fluxMag0T1 (for an unrecognized filter). - Correct the amplifiers for their gains instead of applying flat correction ( - bool, default- False)- Assemble amp-level exposures into a ccd-level exposure? ( - bool, default- True)- Assemble amp-level calibration exposures into ccd-level exposure? ( - bool, default- False)- Construct and attach a wavelength-dependent throughput curve for this CCD image? ( - bool, default- False)- Apply bias frame correction? ( - bool, default- True)- Reverse order of overscan and bias correction. - Apply the brighter-fatter correction? ( - bool, default- False)- Mask camera-specific bad regions? ( - bool, default- False)- Convert integer raw images to floating point values? ( - bool, default- True)- Apply intra-CCD crosstalk correction? ( - bool, default- False)- Apply crosstalk correction before CCD assembly, and before trimming? ( - bool, default- False)- Apply dark frame correction? ( - bool, default- True)- Apply correction for CCD defects, e.g. - Calculate empirical read noise instead of value from AmpInfo data? ( - bool, default- False)- Apply flat field correction? ( - bool, default- True)- Apply fringe correction? ( - bool, default- True)- Perform illumination correction? ( - bool, default- False)- Interpolate masked pixels? ( - bool, default- True)- Correct for nonlinearity of the detector’s response? ( - bool, default- True)- Measure the background level on the reduced image? ( - bool, default- False)- If True, ensure we interpolate NaNs after flat-fielding, even if we also have to interpolate them before flat-fielding. - Perform interpolation over pixels masked as NaN? NB: This is independent of doNanMasking; if that is False this plane will likely be blank, resulting in a no-op here. - Mask non-finite (NAN, inf) pixels? ( - bool, default- True)- Do overscan subtraction? ( - bool, default- True)- Mask saturated pixels? NB: this is totally independent of the interpolation option - this is ONLY setting the bits in the mask. - Perform interpolation over pixels masked as saturated? NB: This is independent of doSaturation; if that is False this plane will likely be blank, resulting in a no-op here. - Save a copy of the pre-interpolated pixel values? ( - bool, default- False)- Should we set the level of all BAD patches of the chip to the chip’s average value? ( - bool, default- True)- Subtract stray light in the y-band (due to encoder LEDs)? ( - bool, default- False)- Mask suspect pixels? ( - bool, default- False)- Trim raw data to match calibration bounding boxes? ( - bool, default- False)- Tweak flats to match observed amplifier ratios? ( - bool, default- False)- Load and use transmission_atmosphere (if doAttachTransmissionCurve is True)? ( - bool, default- True)- Load and use transmission_filter (if doAttachTransmissionCurve is True)? ( - bool, default- True)- Load and use transmission_optics (if doAttachTransmissionCurve is True)? ( - bool, default- True)- Load and use transmission_sensor (if doAttachTransmissionCurve is True)? ( - bool, default- True)- Calculate variance? ( - bool, default- True)- Apply vignetting parameters? ( - bool, default- False)- Widen bleed trails based on their width? ( - bool, default- True)- Persist postISRCCD? ( - bool, default- True)- Mask edge pixels in which coordinate frame: DETECTOR or AMP? ( - str, default- 'DETECTOR')- Expect input science images to have a WCS (set False for e.g. - Fallback default filter name for calibrations. - Name of the flat data product ( - str, default- 'flat')- The method for scaling the flat on the fly. - If flatScalingType is ‘USER’ then scale flat by this amount; ignored otherwise ( - float, default- 1.0)- The approximate flux of a zero-magnitude object in a one-second exposure, per filter. - Fringe subtraction task ( - ConfigurableInstance, default- <class 'lsst.ip.isr.fringe.FringeConfig'>)- Do fringe subtraction after flat-fielding? ( - bool, default- True)- FWHM of PSF in arcseconds. - The gain to use if no Detector is present in the Exposure (ignored if NaN) ( - float, default- nan)- Number of pixels by which to grow the saturation footprints ( - int, default- 1)- Only perform illumination correction for these filters. - Scale factor for the illumination correction. - Name of the illumination correction data product. - List of mask planes that should be interpolated. - Masking task. - Normalize all the amplifiers in each CCD to have the same median value. - Number of edge pixels to be flagged as untrustworthy. - Overscan subtraction task for image segments. - Fit the overscan in a piecewise-fashion to correct for bias jumps? ( - bool, default- False)- List of devices that need piecewise overscan correction. - Header keyword containing information about devices. - Location of bias jump along y-axis. - The method for fitting the overscan bias level. - Treat overscan as an integer image for purposes of overscan.FitType=MEDIAN and overscan.FitType=MEDIAN_PER_ROW. - Maximum deviation from the median for overscan ( - float, default- 1000.0)- Number of columns to skip in overscan, i.e. those closest to amplifier ( - int, default- 0).- Rejection threshold (sigma) for collapsing overscan before fit Deprecated: Please configure overscan via the OverscanCorrectionConfig interface. - Number of columns to skip in overscan, i.e. those farthest from amplifier ( - int, default- 0).- Order of polynomial or to fit if overscan fit type is a polynomial, or number of spline knots if overscan fit type is a spline. - QA related configuration options. - The read noise to use if no Detector is present in the Exposure ( - float, default- 0.0)- Safety margin for CFHT sensors gain determination ( - float, default- 0.95)- Name of mask plane to use in saturation detection and interpolation ( - str, default- 'SAT')- The saturation level to use if no Detector is present in the Exposure (ignored if NaN) ( - float, default- nan)- Flag to enable/disable metadata saving for a task, enabled by default. - y-band stray light correction ( - ConfigurableInstance, default- <class 'lsst.ip.isr.straylight.StrayLightConfig'>)- Name of mask plane to use for suspect pixels ( - str, default- 'SUSPECT')- Pass observation date when using fallback filter. - Vignetting task. - Methods Summary - compare(other[, shortcut, rtol, atol, output])- Compare this configuration to another - Configfor equality.- formatHistory(name, **kwargs)- Format a configuration field’s history to a human-readable format. - freeze()- Make this config, and all subconfigs, read-only. - items()- Get configurations as - (field name, field value)pairs.- Iterate over (field name, field value) pairs. - iterkeys()- Iterate over field names - Iterate over field values. - keys()- Get field names. - load(filename[, root])- Modify this config in place by executing the Python code in a configuration file. - loadFromStream(stream[, root, filename])- Modify this Config in place by executing the Python code in the provided stream. - names()- Get all the field names in the config, recursively. - save(filename[, root])- Save a Python script to the named file, which, when loaded, reproduces this config. - saveToStream(outfile[, root, skipImports])- Save a configuration file to a stream, which, when loaded, reproduces this config. - Subclass hook for computing defaults. - toDict()- Make a dictionary of field names and their values. - update(**kw)- Update values of fields specified by the keyword arguments. - validate()- Validate the Config, raising an exception if invalid. - values()- Get field values. - Attributes Documentation - 
assembleCcd¶
- CCD assembly task ( - ConfigurableInstance, default- <class 'lsst.ip.isr.assembleCcdTask.AssembleCcdConfig'>)
 - 
badStatistic¶
- How to estimate the average value for BAD regions. ( - str, default- 'MEANCLIP')- Allowed values: - 'MEANCLIP'
- Correct using the (clipped) mean of good data 
- 'MEDIAN'
- Correct using the median of the good data 
- 'None'
- Field is optional 
 
 - 
brighterFatterApplyGain¶
- Should the gain be applied when applying the brighter-fatter correction? ( - bool, default- True)
 - 
brighterFatterLevel¶
- The level at which to correct for brighter-fatter. ( - str, default- 'DETECTOR')- Allowed values: - 'AMP'
- Every amplifier treated separately. 
- 'DETECTOR'
- One kernel per detector 
- 'None'
- Field is optional 
 
 - 
brighterFatterMaskGrowSize¶
- Number of pixels to grow the masks listed in config.brighterFatterMaskListToInterpolate when brighter-fatter correction is applied. ( - int, default- 0)
 - 
brighterFatterMaskListToInterpolate¶
- List of mask planes that should be interpolated over when applying the brighter-fatter correction. ( - List, default- ['SAT', 'BAD', 'NO_DATA', 'UNMASKEDNAN'])
 - 
brighterFatterMaxIter¶
- Maximum number of iterations for the brighter-fatter correction ( - int, default- 10)
 - 
brighterFatterThreshold¶
- Threshold used to stop iterating the brighter-fatter correction. It is the absolute value of the difference between the current corrected image and the one from the previous iteration summed over all the pixels. ( - float, default- 1000)
 - 
connections¶
- Configurations describing the connections of the PipelineTask to datatypes ( - Connections, default- <class 'lsst.pipe.base.config.Connections'>)
 - 
crosstalk¶
- Intra-CCD crosstalk correction ( - ConfigurableInstance, default- <class 'lsst.ip.isr.crosstalk.CrosstalkConfig'>)
 - 
datasetType¶
- Dataset type for input data; users will typically leave this alone, but camera-specific ISR tasks will override it ( - str, default- 'raw')
 - 
defaultFluxMag0T1¶
- Default value for fluxMag0T1 (for an unrecognized filter). ( - float, default- 158489319246.11172)
 - 
doApplyGains¶
- Correct the amplifiers for their gains instead of applying flat correction ( - bool, default- False)
 - 
doAssembleIsrExposures¶
- Assemble amp-level calibration exposures into ccd-level exposure? ( - bool, default- False)
 - 
doAttachTransmissionCurve¶
- Construct and attach a wavelength-dependent throughput curve for this CCD image? ( - bool, default- False)
 - 
doCrosstalkBeforeAssemble¶
- Apply crosstalk correction before CCD assembly, and before trimming? ( - bool, default- False)
 - 
doEmpiricalReadNoise¶
- Calculate empirical read noise instead of value from AmpInfo data? ( - bool, default- False)
 - 
doNanInterpAfterFlat¶
- If True, ensure we interpolate NaNs after flat-fielding, even if we also have to interpolate them before flat-fielding. ( - bool, default- False)
 - 
doNanInterpolation¶
- Perform interpolation over pixels masked as NaN? NB: This is independent of doNanMasking; if that is False this plane will likely be blank, resulting in a no-op here. ( - bool, default- True)
 - 
doSaturation¶
- Mask saturated pixels? NB: this is totally independent of the interpolation option - this is ONLY setting the bits in the mask. To have them interpolated make sure doSaturationInterpolation=True ( - bool, default- True)
 - 
doSaturationInterpolation¶
- Perform interpolation over pixels masked as saturated? NB: This is independent of doSaturation; if that is False this plane will likely be blank, resulting in a no-op here. ( - bool, default- True)
 - 
doSetBadRegions¶
- Should we set the level of all BAD patches of the chip to the chip’s average value? ( - bool, default- True)
 - 
doUseAtmosphereTransmission¶
- Load and use transmission_atmosphere (if doAttachTransmissionCurve is True)? ( - bool, default- True)
 - 
doUseFilterTransmission¶
- Load and use transmission_filter (if doAttachTransmissionCurve is True)? ( - bool, default- True)
 - 
doUseOpticsTransmission¶
- Load and use transmission_optics (if doAttachTransmissionCurve is True)? ( - bool, default- True)
 - 
doUseSensorTransmission¶
- Load and use transmission_sensor (if doAttachTransmissionCurve is True)? ( - bool, default- True)
 - 
edgeMaskLevel¶
- Mask edge pixels in which coordinate frame: DETECTOR or AMP? ( - str, default- 'DETECTOR')- Allowed values: - 'DETECTOR'
- Mask only the edges of the full detector. 
- 'AMP'
- Mask edges of each amplifier. 
- 'None'
- Field is optional 
 
 - 
expectWcs¶
- Expect input science images to have a WCS (set False for e.g. spectrographs). ( - bool, default- True)
 - 
flatScalingType¶
- The method for scaling the flat on the fly. ( - str, default- 'USER')- Allowed values: - 'USER'
- Scale by flatUserScale 
- 'MEAN'
- Scale by the inverse of the mean 
- 'MEDIAN'
- Scale by the inverse of the median 
- 'None'
- Field is optional 
 
 - 
flatUserScale¶
- If flatScalingType is ‘USER’ then scale flat by this amount; ignored otherwise ( - float, default- 1.0)
 - 
fluxMag0T1¶
- The approximate flux of a zero-magnitude object in a one-second exposure, per filter. ( - Dict, default- {'Unknown': 158489319246.11172})
 - 
fringe¶
- Fringe subtraction task ( - ConfigurableInstance, default- <class 'lsst.ip.isr.fringe.FringeConfig'>)
 - 
gain¶
- The gain to use if no Detector is present in the Exposure (ignored if NaN) ( - float, default- nan)
 - 
growSaturationFootprintSize¶
- Number of pixels by which to grow the saturation footprints ( - int, default- 1)
 - 
history¶
- Read-only history. 
 - 
illumFilters¶
- Only perform illumination correction for these filters. ( - List, default- [])
 - 
illuminationCorrectionDataProductName¶
- Name of the illumination correction data product. ( - str, default- 'illumcor')
 - 
maskListToInterpolate¶
- List of mask planes that should be interpolated. ( - List, default- ['SAT', 'BAD'])
 - 
masking¶
- Masking task. ( - ConfigurableInstance, default- <class 'lsst.ip.isr.masking.MaskingConfig'>)
 - 
normalizeGains¶
- Normalize all the amplifiers in each CCD to have the same median value. ( - bool, default- False)
 - 
overscan¶
- Overscan subtraction task for image segments. ( - ConfigurableInstance, default- <class 'lsst.ip.isr.overscan.OverscanCorrectionTaskConfig'>)
 - 
overscanBiasJump¶
- Fit the overscan in a piecewise-fashion to correct for bias jumps? ( - bool, default- False)
 - 
overscanBiasJumpDevices¶
- List of devices that need piecewise overscan correction. ( - List, default- ())
 - 
overscanBiasJumpKeyword¶
- Header keyword containing information about devices. ( - str, default- 'NO_SUCH_KEY')
 - 
overscanFitType¶
- The method for fitting the overscan bias level. Deprecated: Please configure overscan via the OverscanCorrectionConfig interface. This option will no longer be used, and will be removed after v20. ( - str, default- 'MEDIAN')- Allowed values: - 'POLY'
- Fit ordinary polynomial to the longest axis of the overscan region 
- 'CHEB'
- Fit Chebyshev polynomial to the longest axis of the overscan region 
- 'LEG'
- Fit Legendre polynomial to the longest axis of the overscan region 
- 'NATURAL_SPLINE'
- Fit natural spline to the longest axis of the overscan region 
- 'CUBIC_SPLINE'
- Fit cubic spline to the longest axis of the overscan region 
- 'AKIMA_SPLINE'
- Fit Akima spline to the longest axis of the overscan region 
- 'MEAN'
- Correct using the mean of the overscan region 
- 'MEANCLIP'
- Correct using a clipped mean of the overscan region 
- 'MEDIAN'
- Correct using the median of the overscan region 
- 'MEDIAN_PER_ROW'
- Correct using the median per row of the overscan region 
- 'None'
- Field is optional 
 
 - 
overscanIsInt¶
- Treat overscan as an integer image for purposes of overscan.FitType=MEDIAN and overscan.FitType=MEDIAN_PER_ROW. Deprecated: Please configure overscan via the OverscanCorrectionConfig interface. This option will no longer be used, and will be removed after v20. ( - bool, default- True)
 - 
overscanNumLeadingColumnsToSkip¶
- Number of columns to skip in overscan, i.e. those closest to amplifier ( - int, default- 0)
 - 
overscanNumSigmaClip¶
- Rejection threshold (sigma) for collapsing overscan before fit Deprecated: Please configure overscan via the OverscanCorrectionConfig interface. This option will no longer be used, and will be removed after v20. ( - float, default- 3.0)
 - 
overscanNumTrailingColumnsToSkip¶
- Number of columns to skip in overscan, i.e. those farthest from amplifier ( - int, default- 0)
 - 
overscanOrder¶
- Order of polynomial or to fit if overscan fit type is a polynomial, or number of spline knots if overscan fit type is a spline. Deprecated: Please configure overscan via the OverscanCorrectionConfig interface. This option will no longer be used, and will be removed after v20. ( - int, default- 1)
 - 
qa¶
- QA related configuration options. ( - IsrQaConfig, default- <class 'lsst.ip.isr.isrQa.IsrQaConfig'>)
 - 
saturatedMaskName¶
- Name of mask plane to use in saturation detection and interpolation ( - str, default- 'SAT')
 - 
saturation¶
- The saturation level to use if no Detector is present in the Exposure (ignored if NaN) ( - float, default- nan)
 - 
saveMetadata¶
- Flag to enable/disable metadata saving for a task, enabled by default. ( - bool, default- True)
 - 
strayLight¶
- y-band stray light correction ( - ConfigurableInstance, default- <class 'lsst.ip.isr.straylight.StrayLightConfig'>)
 - 
vignette¶
- Vignetting task. ( - ConfigurableInstance, default- <class 'lsst.ip.isr.vignette.VignetteConfig'>)
 - Methods Documentation - 
compare(other, shortcut=True, rtol=1e-08, atol=1e-08, output=None)¶
- Compare this configuration to another - Configfor equality.- Parameters
- otherlsst.pex.config.Config
- Other - Configobject to compare against this config.
- shortcutbool, optional
- If - True, return as soon as an inequality is found. Default is- True.
- rtolfloat, optional
- Relative tolerance for floating point comparisons. 
- atolfloat, optional
- Absolute tolerance for floating point comparisons. 
- outputcallable, optional
- A callable that takes a string, used (possibly repeatedly) to report inequalities. 
 
- other
- Returns
- isEqualbool
- Truewhen the two- lsst.pex.config.Configinstances are equal.- Falseif there is an inequality.
 
- isEqual
 - See also - Notes - Unselected targets of - RegistryFieldfields and unselected choices of- ConfigChoiceFieldfields are not considered by this method.- Floating point comparisons are performed by - numpy.allclose.
 - 
formatHistory(name, **kwargs)¶
- Format a configuration field’s history to a human-readable format. - Parameters
- namestr
- Name of a - Fieldin this config.
- kwargs
- Keyword arguments passed to - lsst.pex.config.history.format.
 
- name
- Returns
- historystr
- A string containing the formatted history. 
 
- history
 - See also 
 - 
freeze()¶
- Make this config, and all subconfigs, read-only. 
 - 
items()¶
- Get configurations as - (field name, field value)pairs.- Returns
- itemslist
- List of tuples for each configuration. Tuple items are: - Field name. 
- Field value. 
 
 
- items
 - See also 
 - 
iteritems()¶
- Iterate over (field name, field value) pairs. - Yields
- itemtuple
- Tuple items are: - Field name. 
- Field value. 
 
 
- item
 - See also 
 - 
itervalues()¶
- Iterate over field values. - Yields
- valueobj
- A field value. 
 
 - See also 
 - 
keys()¶
- Get field names. - Returns
- nameslist
- List of - lsst.pex.config.Fieldnames.
 
- names
 - See also 
 - 
load(filename, root='config')¶
- Modify this config in place by executing the Python code in a configuration file. - Parameters
- filenamestr
- Name of the configuration file. A configuration file is Python module. 
- rootstr, optional
- Name of the variable in file that refers to the config being overridden. - For example, the value of root is - "config"and the file contains:- config.myField = 5 - Then this config’s field - myFieldis set to- 5.- Deprecated: For backwards compatibility, older config files that use - root="root"instead of- root="config"will be loaded with a warning printed to- sys.stderr. This feature will be removed at some point.
 
- filename
 - See also - lsst.pex.config.Config.loadFromStream
- lsst.pex.config.Config.save
- lsst.pex.config.Config.saveFromStream
 
 - 
loadFromStream(stream, root='config', filename=None)¶
- Modify this Config in place by executing the Python code in the provided stream. - Parameters
- streamfile-like object, str, or compiled string
- Stream containing configuration override code. 
- rootstr, optional
- Name of the variable in file that refers to the config being overridden. - For example, the value of root is - "config"and the file contains:- config.myField = 5 - Then this config’s field - myFieldis set to- 5.- Deprecated: For backwards compatibility, older config files that use - root="root"instead of- root="config"will be loaded with a warning printed to- sys.stderr. This feature will be removed at some point.
- filenamestr, optional
- Name of the configuration file, or - Noneif unknown or contained in the stream. Used for error reporting.
 
- streamfile-like object, 
 - See also - lsst.pex.config.Config.load
- lsst.pex.config.Config.save
- lsst.pex.config.Config.saveFromStream
 
 - 
save(filename, root='config')¶
- Save a Python script to the named file, which, when loaded, reproduces this config. - Parameters
- filenamestr
- Desination filename of this configuration. 
- rootstr, optional
- Name to use for the root config variable. The same value must be used when loading (see - lsst.pex.config.Config.load).
 
- filename
 
 - 
saveToStream(outfile, root='config', skipImports=False)¶
- Save a configuration file to a stream, which, when loaded, reproduces this config. - Parameters
- outfilefile-like object
- Destination file object write the config into. Accepts strings not bytes. 
- root
- Name to use for the root config variable. The same value must be used when loading (see - lsst.pex.config.Config.load).
- skipImportsbool, optional
- If - Truethen do not include- importstatements in output, this is to support human-oriented output from- pipetaskwhere additional clutter is not useful.
 
 
 - 
setDefaults()¶
- Subclass hook for computing defaults. - Notes - Derived - Configclasses that must compute defaults rather than using the- Fieldinstances’s defaults should do so here. To correctly use inherited defaults, implementations of- setDefaultsmust call their base class’s- setDefaults.
 - 
toDict()¶
- Make a dictionary of field names and their values. - See also - Notes - This method uses the - toDictmethod of individual fields. Subclasses of- Fieldmay need to implement a- toDictmethod for this method to work.
 - 
update(**kw)¶
- Update values of fields specified by the keyword arguments. - Parameters
- kw
- Keywords are configuration field names. Values are configuration field values. 
 
 - Notes - The - __atand- __labelkeyword arguments are special internal keywords. They are used to strip out any internal steps from the history tracebacks of the config. Do not modify these keywords to subvert a- Configinstance’s history.- Examples - This is a config with three fields: - >>> from lsst.pex.config import Config, Field >>> class DemoConfig(Config): ... fieldA = Field(doc='Field A', dtype=int, default=42) ... fieldB = Field(doc='Field B', dtype=bool, default=True) ... fieldC = Field(doc='Field C', dtype=str, default='Hello world') ... >>> config = DemoConfig() - These are the default values of each field: - >>> for name, value in config.iteritems(): ... print(f"{name}: {value}") ... fieldA: 42 fieldB: True fieldC: 'Hello world' - Using this method to update - fieldAand- fieldC:- >>> config.update(fieldA=13, fieldC='Updated!') - Now the values of each field are: - >>> for name, value in config.iteritems(): ... print(f"{name}: {value}") ... fieldA: 13 fieldB: True fieldC: 'Updated!' 
 - 
validate()¶
- Validate the Config, raising an exception if invalid. - Raises
- lsst.pex.config.FieldValidationError
- Raised if verification fails. 
 
 - Notes - The base class implementation performs type checks on all fields by calling their - validatemethods.- Complex single-field validation can be defined by deriving new Field types. For convenience, some derived - lsst.pex.config.Field-types (- ConfigFieldand- ConfigChoiceField) are defined in- lsst.pex.configthat handle recursing into subconfigs.- Inter-field relationships should only be checked in derived - Configclasses after calling this method, and base validation is complete.
 
-