DetectAndMeasureScoreTask

DetectAndMeasureScoreTask performs source detection and execution of measurement plugins in difference images.

Description

This task detects sources in score-like difference images, such as the ones obtained with pre-convolution image differencing, or ZOGY “S” images. This means that cross-convolution is not needed, and the task obtains maximum-likelihood source candidates in a single step. Once candidate sources are obtained this task performs the same operations as DetectAndMeasureTask, including measurements in the conventional difference image, not the score-like image; for further reference consult the documentation of DetectAndMeasureTask.

Python API summary

from lsst.ip.diffim.detectAndMeasure import DetectAndMeasureScoreTask
classDetectAndMeasureScoreTask(**kwargs)

Detect DIA sources using a score image, and measure the detections on the difference image...

attributeconfig

Access configuration fields and retargetable subtasks.

methodrun(science, matchedTemplate, difference, scoreExposure, idFactory=None)

Detect and measure sources on a score image...

See also

See the DetectAndMeasureScoreTask API reference for complete details.

Retargetable subtasks

applyApCorr

Default

lsst.meas.base.applyApCorr.ApplyApCorrTask

Field type

ConfigurableField

Task to apply aperture corrections

deblend

Default

lsst.meas.deblender.sourceDeblendTask.SourceDeblendTask

Field type

ConfigurableField

Task to split blended sources into their components.

detection

Default

lsst.meas.algorithms.detection.SourceDetectionTask

Field type

ConfigurableField

Final source detection for diaSource measurement

forcedMeasurement

Default

lsst.meas.base.forcedMeasurement.ForcedMeasurementTask

Field type

ConfigurableField

Task to force photometer science image at diaSource locations.

measurement

Default

lsst.ip.diffim.dipoleFitTask.DipoleFitTask

Field type

ConfigurableField

Task to measure sources on the difference image.

metricSources

Default

lsst.meas.algorithms.skyObjects.SkyObjectsTask

Field type

ConfigurableField

Generate QA metric sources

setPrimaryFlags

Default

lsst.meas.algorithms.setPrimaryFlags.SetPrimaryFlagsTask

Field type

ConfigurableField

Task to add isPrimary and deblending-related flags to the catalog.

skySources

Default

lsst.meas.algorithms.skyObjects.SkyObjectsTask

Field type

ConfigurableField

Generate sky sources

Configuration fields

badSourceFlags

Default
('base_PixelFlags_flag_offimage', 'base_PixelFlags_flag_interpolatedCenterAll', 'base_PixelFlags_flag_badCenterAll', 'base_PixelFlags_flag_edgeCenterAll', 'base_PixelFlags_flag_saturatedCenterAll')
Field type

str ListField

Sources with any of these flags set are removed before writing the output catalog.

connections

Data type

lsst.pipe.base.config.DetectAndMeasureScoreConfigConnections

Field type

ConfigField

Configurations describing the connections of the PipelineTask to datatypes

diaSourceMatchRadius

Default
0.5
Field type

float Field

Match radius (in arcseconds) for DiaSource to Source association

doAddMetrics

Default
False
Field type

bool Field

Add columns to the source table to hold analysis metrics?

doApCorr

Default
True
Field type

bool Field

Run subtask to apply aperture corrections

doForcedMeasurement

Default
True
Field type

bool Field

Force photometer diaSource locations on PVI?

doMerge

Default
True
Field type

bool Field

Merge positive and negative diaSources with grow radius set by growFootprint

doSkySources

Default
False
Field type

bool Field

Generate sky sources?

doWriteMetrics

Default
True
Field type

bool Field

Compute and write summary metrics.

growFootprint

Default
2
Field type

int Field

Grow positive and negative footprints by this many pixels before merging

idGenerator

Data type

lsst.meas.base._id_generator.DetectorVisitIdGeneratorConfig

Field type

ConfigField

Configuration for how to generate catalog IDs from data IDs.

metricsMaskPlanes

Default
('BAD', 'CLIPPED', 'CR', 'DETECTED', 'DETECTED_NEGATIVE', 'EDGE', 'INEXACT_PSF', 'INJECTED', 'INJECTED_TEMPLATE', 'INTRP', 'NOT_DEBLENDED', 'NO_DATA', 'REJECTED', 'SAT', 'SAT_TEMPLATE', 'SENSOR_EDGE', 'STREAK', 'SUSPECT', 'UNMASKEDNAN')
Field type

str ListField

List of mask planes to include in metrics

saveLogOutput

Default
True
Field type

bool Field

Flag to enable/disable saving of log output for a task, enabled by default.