RepairTask¶

class lsst.pipe.tasks.repair.RepairTask(**kwargs)¶

Bases: lsst.pipe.base.Task

Repair an exposures defects and cosmic rays via interpolation.

This task operates on an lsst.afw.image.Exposure in place to interpolate over a set of Defect objects.

It will also, optionally, find and interpolate any cosmic rays in the lsst.afw.image.Exposure.

Notes

Debugging: The available debug variables in RepairTask are:

display :: A dictionary containing debug point names as keys with frame number as value. Valid keys are:
repair.before :: display image before any repair is done
repair.after :: display image after cosmic ray and defect correction
displayCR :: If True, display the exposure on ds9’s frame 1 and overlay bounding boxes around detects CRs.

To investigate the pipe_tasks_repair_Debug, put something like

import lsstDebug
def DebugInfo(name):
    di = lsstDebug.getInfo(name)        # N.b. lsstDebug.Info(name) would call us recursively
    if name == "lsst.pipe.tasks.repair":
        di.display = {'repair.before':2, 'repair.after':3}
        di.displayCR = True
    return di

lsstDebug.Info = DebugInfo into your debug.py file and run runRepair.py with the –debug flag.

Conversion notes:: Display code should be updated once we settle on a standard way of controlling what is displayed.

Methods Summary

`cosmicRay`(exposure[, keepCRs])	Mask cosmic rays.
`emptyMetadata`()	Empty (clear) the metadata for this Task and all sub-Tasks.
`getAllSchemaCatalogs`()	Get schema catalogs for all tasks in the hierarchy, combining the results into a single dict.
`getFullMetadata`()	Get metadata for all tasks.
`getFullName`()	Get the task name as a hierarchical name including parent task names.
`getName`()	Get the name of the task.
`getSchemaCatalogs`()	Get the schemas generated by this task.
`getTaskDict`()	Get a dictionary of all tasks as a shallow copy.
`makeField`(doc)	Make a `lsst.pex.config.ConfigurableField` for this task.
`makeSubtask`(name, **keyArgs)	Create a subtask as a new instance as the `name` attribute of this task.
`run`(exposure[, defects, keepCRs])	Repair an Exposure’s defects and cosmic rays.
`timer`(name, logLevel)	Context manager to log performance data for an arbitrary block of code.

Methods Documentation

cosmicRay(exposure, keepCRs=None)¶

Mask cosmic rays.

Parameters:	exposure : `lsst.afw.image.Exposure` Exposure to process. keepCRs : `Unknown` or `None`, optional Don’t interpolate over the CR pixels (defer to `pex_config` if `None`).

emptyMetadata() → None¶: Empty (clear) the metadata for this Task and all sub-Tasks.

getAllSchemaCatalogs() → Dict[str, Any]¶

Get schema catalogs for all tasks in the hierarchy, combining the results into a single dict.

Returns:	schemacatalogs : `dict` Keys are butler dataset type, values are a empty catalog (an instance of the appropriate `lsst.afw.table` Catalog type) for all tasks in the hierarchy, from the top-level task down through all subtasks.

Notes

This method may be called on any task in the hierarchy; it will return the same answer, regardless.

The default implementation should always suffice. If your subtask uses schemas the override Task.getSchemaCatalogs, not this method.

getFullMetadata() → lsst.pipe.base._task_metadata.TaskMetadata¶

Get metadata for all tasks.

Returns:	metadata : `TaskMetadata` The keys are the full task name. Values are metadata for the top-level task and all subtasks, sub-subtasks, etc.

Notes

The returned metadata includes timing information (if @timer.timeMethod is used) and any metadata set by the task. The name of each item consists of the full task name with . replaced by :, followed by . and the name of the item, e.g.:

topLevelTaskName:subtaskName:subsubtaskName.itemName

using : in the full task name disambiguates the rare situation that a task has a subtask and a metadata item with the same name.

getFullName() → str¶

Get the task name as a hierarchical name including parent task names.

Returns:	fullName : `str` The full name consists of the name of the parent task and each subtask separated by periods. For example: The full name of top-level task “top” is simply “top”. The full name of subtask “sub” of top-level task “top” is “top.sub”. The full name of subtask “sub2” of subtask “sub” of top-level task “top” is “top.sub.sub2”.

getName() → str¶

Get the name of the task.

Returns:	taskName : `str` Name of the task.

See also

Task.getAllSchemaCatalogs

Notes

Warning

Subclasses that use schemas must override this method. The default implementation returns an empty dict.

This method may be called at any time after the Task is constructed, which means that all task schemas should be computed at construction time, not when data is actually processed. This reflects the philosophy that the schema should not depend on the data.

Returning catalogs rather than just schemas allows us to save e.g. slots for SourceCatalog as well.

getTaskDict() → Dict[str, weakref]¶

Get a dictionary of all tasks as a shallow copy.

Returns:	taskDict : `dict` Dictionary containing full task name: task object for the top-level task and all subtasks, sub-subtasks, etc.

classmethod makeField(doc: str) → lsst.pex.config.configurableField.ConfigurableField¶

Make a lsst.pex.config.ConfigurableField for this task.

Parameters:	doc : `str` Help text for the field.
Returns:	configurableField : `lsst.pex.config.ConfigurableField` A `ConfigurableField` for this task.

Examples

Provides a convenient way to specify this task is a subtask of another task.

Here is an example of use:

class OtherTaskConfig(lsst.pex.config.Config):
    aSubtask = ATaskClass.makeField("brief description of task")

makeSubtask(name: str, **keyArgs) → None¶

Create a subtask as a new instance as the name attribute of this task.

Parameters:	name : `str` Brief name of the subtask. keyArgs Extra keyword arguments used to construct the task. The following arguments are automatically provided and cannot be overridden: “config”. “parentTask”.

Notes

The subtask must be defined by Task.config.name, an instance of ConfigurableField or RegistryField.

run(exposure, defects=None, keepCRs=None)¶

Repair an Exposure’s defects and cosmic rays.

Parameters:	exposure : `lsst.afw.image.Exposure` Exposure must have a valid Psf. Modified in place. defects : `lsst.meas.algorithms.DefectListT` or `None`, optional If `None`, do no defect correction. keepCRs : `Unknown` or `None`, optional Don’t interpolate over the CR pixels (defer to `RepairConfig` if `None`).
Raises:	AssertionError Raised if any of the following occur: - No exposure provided. - The object provided as exposure evaluates to False. - No PSF provided. - The Exposure has no associated Psf.

timer(name: str, logLevel: int = 10) → Iterator[None]¶

Context manager to log performance data for an arbitrary block of code.

Parameters:	name : `str` Name of code being timed; data will be logged using item name: `Start` and `End`. logLevel A `logging` level constant.

Navigation

RepairTask¶