CfhtIsrTaskConfig¶
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class
lsst.obs.cfht.cfhtIsrTask.CfhtIsrTaskConfig¶ Bases:
lsst.ip.isr.isrTask.IsrTaskConfigAttributes Summary
assembleCcdCCD assembly task ( ConfigurableInstance, default<class 'lsst.ip.isr.assembleCcdTask.AssembleCcdConfig'>)badStatisticHow to estimate the average value for BAD regions. biasDataProductNameName of the bias data product ( str, default'bias')brighterFatterApplyGainShould the gain be applied when applying the brighter fatter correction? ( bool, defaultTrue)brighterFatterLevelThe level at which to correct for brighter-fatter. brighterFatterMaskGrowSizeNumber of pixels to grow the masks listed in config.maskListToInterpolate when brighter-fatter correction is applied. brighterFatterMaxIterMaximum number of iterations for the brighter fatter correction ( int, default10)brighterFatterThresholdThreshold used to stop iterating the brighter fatter correction. connectionsConfigurations describing the connections of the PipelineTask to datatypes ( Connections, default<class 'lsst.pipe.base.config.Connections'>)crosstalkIntra-CCD crosstalk correction ( ConfigurableInstance, default<class 'lsst.ip.isr.crosstalk.CrosstalkConfig'>)darkDataProductNameName of the dark data product ( str, default'dark')datasetTypeDataset type for input data; users will typically leave this alone, but camera-specific ISR tasks will override it ( str, default'raw')defaultFluxMag0T1Default value for fluxMag0T1 (for an unrecognized filter). doApplyGainsCorrect the amplifiers for their gains instead of applying flat correction ( bool, defaultFalse)doAssembleCcdAssemble amp-level exposures into a ccd-level exposure? ( bool, defaultTrue)doAssembleIsrExposuresAssemble amp-level calibration exposures into ccd-level exposure? ( bool, defaultFalse)doAttachTransmissionCurveConstruct and attach a wavelength-dependent throughput curve for this CCD image? ( bool, defaultFalse)doBiasApply bias frame correction? ( bool, defaultTrue)doBiasBeforeOverscanReverse order of overscan and bias correction. doBrighterFatterApply the brighter fatter correction ( bool, defaultFalse)doCameraSpecificMaskingMask camera-specific bad regions? ( bool, defaultFalse)doConvertIntToFloatConvert integer raw images to floating point values? ( bool, defaultTrue)doCrosstalkApply intra-CCD crosstalk correction? ( bool, defaultFalse)doCrosstalkBeforeAssembleApply crosstalk correction before CCD assembly, and before trimming? ( bool, defaultFalse)doDarkApply dark frame correction? ( bool, defaultTrue)doDefectApply correction for CCD defects, e.g. doEmpiricalReadNoiseCalculate empirical read noise instead of value from AmpInfo data? ( bool, defaultFalse)doFlatApply flat field correction? ( bool, defaultTrue)doFringeApply fringe correction? ( bool, defaultTrue)doIlluminationCorrectionPerform illumination correction? ( bool, defaultFalse)doInterpolateInterpolate masked pixels? ( bool, defaultTrue)doLinearizeCorrect for nonlinearity of the detector’s response? ( bool, defaultTrue)doMeasureBackgroundMeasure the background level on the reduced image? ( bool, defaultFalse)doNanInterpAfterFlatIf True, ensure we interpolate NaNs after flat-fielding, even if we also have to interpolate them before flat-fielding. doNanInterpolationPerform 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. doNanMaskingMask NAN pixels? ( bool, defaultTrue)doOverscanDo overscan subtraction? ( bool, defaultTrue)doSaturationMask saturated pixels? NB: this is totally independent of the interpolation option - this is ONLY setting the bits in the mask. doSaturationInterpolationPerform 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. doSaveInterpPixelsSave a copy of the pre-interpolated pixel values? ( bool, defaultFalse)doSetBadRegionsShould we set the level of all BAD patches of the chip to the chip’s average value? ( bool, defaultTrue)doStrayLightSubtract stray light in the y-band (due to encoder LEDs)? ( bool, defaultFalse)doSuspectMask suspect pixels? ( bool, defaultFalse)doTrimToMatchCalibTrim raw data to match calibration bounding boxes? ( bool, defaultFalse)doTweakFlatTweak flats to match observed amplifier ratios? ( bool, defaultFalse)doUseAtmosphereTransmissionLoad and use transmission_atmosphere (if doAttachTransmissionCurve is True)? ( bool, defaultTrue)doUseFilterTransmissionLoad and use transmission_filter (if doAttachTransmissionCurve is True)? ( bool, defaultTrue)doUseOpticsTransmissionLoad and use transmission_optics (if doAttachTransmissionCurve is True)? ( bool, defaultTrue)doUseSensorTransmissionLoad and use transmission_sensor (if doAttachTransmissionCurve is True)? ( bool, defaultTrue)doVarianceCalculate variance? ( bool, defaultTrue)doVignetteApply vignetting parameters? ( bool, defaultFalse)doWidenSaturationTrailsWiden bleed trails based on their width? ( bool, defaultTrue)doWritePersist postISRCCD? ( bool, defaultTrue)edgeMaskLevelMask edge pixels in which coordinate frame: DETECTOR or AMP? ( str, default'DETECTOR')expectWcsExpect input science images to have a WCS (set False for e.g. fallbackFilterNameFallback default filter name for calibrations. flatDataProductNameName of the flat data product ( str, default'flat')flatScalingTypeThe method for scaling the flat on the fly. flatUserScaleIf flatScalingType is ‘USER’ then scale flat by this amount; ignored otherwise ( float, default1.0)fluxMag0T1The approximate flux of a zero-magnitude object in a one-second exposure, per filter. fringeFringe subtraction task ( ConfigurableInstance, default<class 'lsst.ip.isr.fringe.FringeConfig'>)fringeAfterFlatDo fringe subtraction after flat-fielding? ( bool, defaultTrue)fwhmFWHM of PSF in arcseconds. gainThe gain to use if no Detector is present in the Exposure (ignored if NaN) ( float, defaultnan)growSaturationFootprintSizeNumber of pixels by which to grow the saturation footprints ( int, default1)historyillumFiltersOnly perform illumination correction for these filters. illumScaleScale factor for the illumination correction. illuminationCorrectionDataProductNameName of the illumination correction data product. maskListToInterpolateList of mask planes that should be interpolated. maskingMasking task. normalizeGainsNormalize all the amplifiers in each CCD to have the same median value. numEdgeSuspectNumber of edge pixels to be flagged as untrustworthy. overscanOverscan subtraction task for image segments. overscanBiasJumpFit the overscan in a piecewise-fashion to correct for bias jumps? ( bool, defaultFalse)overscanBiasJumpDevicesList of devices that need piecewise overscan correction. overscanBiasJumpKeywordHeader keyword containing information about devices. overscanBiasJumpLocationLocation of bias jump along y-axis. overscanFitTypeThe method for fitting the overscan bias level. overscanIsIntTreat overscan as an integer image for purposes of overscan.FitType=MEDIAN and overscan.FitType=MEDIAN_PER_ROW. overscanMaxDevMaximum deviation from the median for overscan ( float, default1000.0)overscanNumLeadingColumnsToSkipNumber of columns to skip in overscan, i.e. overscanNumSigmaClipRejection threshold (sigma) for collapsing overscan before fit Deprecated: Please configure overscan via the OverscanCorrectionConfig interface. overscanNumTrailingColumnsToSkipNumber of columns to skip in overscan, i.e. overscanOrderOrder of polynomial or to fit if overscan fit type is a polynomial, or number of spline knots if overscan fit type is a spline. qaQA related configuration options. readNoiseThe read noise to use if no Detector is present in the Exposure ( float, default0.0)safeSafety margin for CFHT sensors gain determination ( float, default0.95)saturatedMaskNameName of mask plane to use in saturation detection and interpolation ( str, default'SAT')saturationThe saturation level to use if no Detector is present in the Exposure (ignored if NaN) ( float, defaultnan)saveMetadataFlag to enable/disable metadata saving for a task, enabled by default. strayLighty-band stray light correction ( ConfigurableInstance, default<class 'lsst.ip.isr.straylight.StrayLightConfig'>)suspectMaskNameName of mask plane to use for suspect pixels ( str, default'SUSPECT')useFallbackDatePass observation date when using fallback filter. vignetteVignetting 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.iteritems()Iterate over (field name, field value) pairs. iterkeys()Iterate over field names itervalues()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. setDefaults()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
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assembleCcd¶ CCD assembly task (
ConfigurableInstance, default<class 'lsst.ip.isr.assembleCcdTask.AssembleCcdConfig'>)
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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
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brighterFatterApplyGain¶ Should the gain be applied when applying the brighter fatter correction? (
bool, defaultTrue)
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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
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brighterFatterMaskGrowSize¶ Number of pixels to grow the masks listed in config.maskListToInterpolate when brighter-fatter correction is applied. (
int, default0)
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brighterFatterMaxIter¶ Maximum number of iterations for the brighter fatter correction (
int, default10)
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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, default1000)
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connections¶ Configurations describing the connections of the PipelineTask to datatypes (
Connections, default<class 'lsst.pipe.base.config.Connections'>)
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crosstalk¶ Intra-CCD crosstalk correction (
ConfigurableInstance, default<class 'lsst.ip.isr.crosstalk.CrosstalkConfig'>)
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datasetType¶ Dataset type for input data; users will typically leave this alone, but camera-specific ISR tasks will override it (
str, default'raw')
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defaultFluxMag0T1¶ Default value for fluxMag0T1 (for an unrecognized filter). (
float, default158489319246.11172)
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doApplyGains¶ Correct the amplifiers for their gains instead of applying flat correction (
bool, defaultFalse)
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doAssembleIsrExposures¶ Assemble amp-level calibration exposures into ccd-level exposure? (
bool, defaultFalse)
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doAttachTransmissionCurve¶ Construct and attach a wavelength-dependent throughput curve for this CCD image? (
bool, defaultFalse)
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doCrosstalkBeforeAssemble¶ Apply crosstalk correction before CCD assembly, and before trimming? (
bool, defaultFalse)
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doEmpiricalReadNoise¶ Calculate empirical read noise instead of value from AmpInfo data? (
bool, defaultFalse)
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doNanInterpAfterFlat¶ If True, ensure we interpolate NaNs after flat-fielding, even if we also have to interpolate them before flat-fielding. (
bool, defaultFalse)
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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, defaultTrue)
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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, defaultTrue)
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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, defaultTrue)
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doSetBadRegions¶ Should we set the level of all BAD patches of the chip to the chip’s average value? (
bool, defaultTrue)
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doUseAtmosphereTransmission¶ Load and use transmission_atmosphere (if doAttachTransmissionCurve is True)? (
bool, defaultTrue)
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doUseFilterTransmission¶ Load and use transmission_filter (if doAttachTransmissionCurve is True)? (
bool, defaultTrue)
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doUseOpticsTransmission¶ Load and use transmission_optics (if doAttachTransmissionCurve is True)? (
bool, defaultTrue)
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doUseSensorTransmission¶ Load and use transmission_sensor (if doAttachTransmissionCurve is True)? (
bool, defaultTrue)
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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
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expectWcs¶ Expect input science images to have a WCS (set False for e.g. spectrographs). (
bool, defaultTrue)
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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
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flatUserScale¶ If flatScalingType is ‘USER’ then scale flat by this amount; ignored otherwise (
float, default1.0)
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fluxMag0T1¶ The approximate flux of a zero-magnitude object in a one-second exposure, per filter. (
Dict, default{'Unknown': 158489319246.11172})
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fringe¶ Fringe subtraction task (
ConfigurableInstance, default<class 'lsst.ip.isr.fringe.FringeConfig'>)
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gain¶ The gain to use if no Detector is present in the Exposure (ignored if NaN) (
float, defaultnan)
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growSaturationFootprintSize¶ Number of pixels by which to grow the saturation footprints (
int, default1)
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history¶
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illumFilters¶ Only perform illumination correction for these filters. (
List, default[])
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illuminationCorrectionDataProductName¶ Name of the illumination correction data product. (
str, default'illumcor')
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maskListToInterpolate¶ List of mask planes that should be interpolated. (
List, default['SAT', 'BAD', 'UNMASKEDNAN'])
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masking¶ Masking task. (
ConfigurableInstance, default<class 'lsst.ip.isr.masking.MaskingConfig'>)
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normalizeGains¶ Normalize all the amplifiers in each CCD to have the same median value. (
bool, defaultFalse)
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overscan¶ Overscan subtraction task for image segments. (
ConfigurableInstance, default<class 'lsst.ip.isr.overscan.OverscanCorrectionTaskConfig'>)
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overscanBiasJump¶ Fit the overscan in a piecewise-fashion to correct for bias jumps? (
bool, defaultFalse)
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overscanBiasJumpDevices¶ List of devices that need piecewise overscan correction. (
List, default())
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overscanBiasJumpKeyword¶ Header keyword containing information about devices. (
str, default'NO_SUCH_KEY')
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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
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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, defaultTrue)
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overscanNumLeadingColumnsToSkip¶ Number of columns to skip in overscan, i.e. those closest to amplifier (
int, default0)
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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, default3.0)
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overscanNumTrailingColumnsToSkip¶ Number of columns to skip in overscan, i.e. those farthest from amplifier (
int, default0)
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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, default1)
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qa¶ QA related configuration options. (
IsrQaConfig, default<class 'lsst.ip.isr.isrQa.IsrQaConfig'>)
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saturatedMaskName¶ Name of mask plane to use in saturation detection and interpolation (
str, default'SAT')
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saturation¶ The saturation level to use if no Detector is present in the Exposure (ignored if NaN) (
float, defaultnan)
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saveMetadata¶ Flag to enable/disable metadata saving for a task, enabled by default. (
bool, defaultTrue)
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strayLight¶ y-band stray light correction (
ConfigurableInstance, default<class 'lsst.ip.isr.straylight.StrayLightConfig'>)
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vignette¶ Vignetting task. (
ConfigurableInstance, default<class 'lsst.ip.isr.vignette.VignetteConfig'>)
Methods Documentation
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compare(other, shortcut=True, rtol=1e-08, atol=1e-08, output=None)¶ Compare this configuration to another
Configfor equality.Parameters: - other :
lsst.pex.config.Config Other
Configobject to compare against this config.- shortcut :
bool, optional If
True, return as soon as an inequality is found. Default isTrue.- rtol :
float, optional Relative tolerance for floating point comparisons.
- atol :
float, optional Absolute tolerance for floating point comparisons.
- output : callable, optional
A callable that takes a string, used (possibly repeatedly) to report inequalities.
Returns: - isEqual :
bool Truewhen the twolsst.pex.config.Configinstances are equal.Falseif there is an inequality.
See also
Notes
Unselected targets of
RegistryFieldfields and unselected choices ofConfigChoiceFieldfields are not considered by this method.Floating point comparisons are performed by
numpy.allclose.- other :
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formatHistory(name, **kwargs)¶ Format a configuration field’s history to a human-readable format.
Parameters: - name :
str Name of a
Fieldin this config.- kwargs
Keyword arguments passed to
lsst.pex.config.history.format.
Returns: - history :
str A string containing the formatted history.
See also
- name :
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freeze()¶ Make this config, and all subconfigs, read-only.
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items()¶ Get configurations as
(field name, field value)pairs.Returns: - items :
list List of tuples for each configuration. Tuple items are:
- Field name.
- Field value.
See also
- items :
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iteritems()¶ Iterate over (field name, field value) pairs.
Yields: - item :
tuple Tuple items are:
- Field name.
- Field value.
See also
- item :
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itervalues()¶ Iterate over field values.
Yields: - value : obj
A field value.
See also
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keys()¶ Get field names.
Returns: - names :
list List of
lsst.pex.config.Fieldnames.
See also
- names :
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load(filename, root='config')¶ Modify this config in place by executing the Python code in a configuration file.
Parameters: - filename :
str Name of the configuration file. A configuration file is Python module.
- root :
str, 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 to5.Deprecated: For backwards compatibility, older config files that use
root="root"instead ofroot="config"will be loaded with a warning printed tosys.stderr. This feature will be removed at some point.
See also
lsst.pex.config.Config.loadFromStream,lsst.pex.config.Config.save,lsst.pex.config.Config.saveFromStream- filename :
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loadFromStream(stream, root='config', filename=None)¶ Modify this Config in place by executing the Python code in the provided stream.
Parameters: - stream : file-like object,
str, or compiled string Stream containing configuration override code.
- root :
str, 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 to5.Deprecated: For backwards compatibility, older config files that use
root="root"instead ofroot="config"will be loaded with a warning printed tosys.stderr. This feature will be removed at some point.- filename :
str, optional Name of the configuration file, or
Noneif unknown or contained in the stream. Used for error reporting.
See also
lsst.pex.config.Config.load,lsst.pex.config.Config.save,lsst.pex.config.Config.saveFromStream- stream : file-like object,
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names()¶ Get all the field names in the config, recursively.
Returns:
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save(filename, root='config')¶ Save a Python script to the named file, which, when loaded, reproduces this config.
Parameters: - filename :
str Desination filename of this configuration.
- root :
str, optional Name to use for the root config variable. The same value must be used when loading (see
lsst.pex.config.Config.load).
- filename :
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saveToStream(outfile, root='config', skipImports=False)¶ Save a configuration file to a stream, which, when loaded, reproduces this config.
Parameters: - outfile : file-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).- skipImports :
bool, optional If
Truethen do not includeimportstatements in output, this is to support human-oriented output frompipetaskwhere additional clutter is not useful.
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setDefaults()¶ Subclass hook for computing defaults.
Notes
Derived
Configclasses that must compute defaults rather than using theFieldinstances’s defaults should do so here. To correctly use inherited defaults, implementations ofsetDefaultsmust call their base class’ssetDefaults.
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toDict()¶ Make a dictionary of field names and their values.
Returns: See also
Notes
This method uses the
toDictmethod of individual fields. Subclasses ofFieldmay need to implement atoDictmethod for this method to work.
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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 aConfiginstance’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
fieldAandfieldC:>>> 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!'
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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 (ConfigFieldandConfigChoiceField) are defined inlsst.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.
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