LoadDiaCatalogsTask¶

class lsst.ap.association.LoadDiaCatalogsTask(**kwargs)¶

Bases: PipelineTask

Retrieve DiaObjects and associated DiaSources from the Apdb given an input exposure.

Attributes Summary

canMultiprocess

Methods Summary

`emptyMetadata`()	Empty (clear) the metadata for this Task and all sub-Tasks.
`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.
`getTaskDict`()	Get a dictionary of all tasks as a shallow copy.
`loadDiaForcedSources`(diaObjects, region, ...)	Load DiaObjects from the Apdb based on their HTM location.
`loadDiaObjects`(region, schema)	Load DiaObjects from the Apdb based on their HTM location.
`loadDiaSources`(diaObjects, region, dateTime, ...)	Load DiaSources from the Apdb based on their diaObjectId or location.
`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`(regionTime)	Preload all DiaObjects and DiaSources from the Apdb given the current exposure.
`runQuantum`(butlerQC, inputRefs, outputRefs)	Do butler IO and transform to provide in memory objects for tasks `run` method.
`timer`(name[, logLevel])	Context manager to log performance data for an arbitrary block of code.

Attributes Documentation

canMultiprocess: ClassVar[bool] = True¶

Methods Documentation

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

getFullMetadata() → TaskMetadata¶

Get metadata for all tasks.

Returns:

metadataTaskMetadata: 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:

fullNamestr

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:

taskNamestr: Name of the task.

See also

getFullName: Get the full name of the task.

getTaskDict() → dict[str, weakref.ReferenceType[lsst.pipe.base.task.Task]]¶

Get a dictionary of all tasks as a shallow copy.

Returns:

taskDictdict: Dictionary containing full task name: task object for the top-level task and all subtasks, sub-subtasks, etc.

loadDiaForcedSources(diaObjects, region, dateTime, schema)¶

Load DiaObjects from the Apdb based on their HTM location.

Parameters:

diaObjectspandas.DataFrame: DiaObjects loaded from the Apdb.
regionsphgeom.Region: Region of interest.
dateTimeastropy.time.Time: Time of the current visit
schema‘dict’ of lsst.dax.apdb.apdbSchema.ApdbSchema: A dict of the schemas in the apdb.

Returns:

diaObjectspandas.DataFrame: DiaObjects loaded from the Apdb that are within the area defined by pixelRanges.

loadDiaObjects(region, schema)¶

Load DiaObjects from the Apdb based on their HTM location.

Parameters:

regionsphgeom.Region: Region of interest.
schema‘dict’ of lsst.dax.apdb.apdbSchema.ApdbSchema: A dict of the schemas in the apdb.

Returns:

diaObjectspandas.DataFrame: DiaObjects loaded from the Apdb that are within the area defined by pixelRanges.

loadDiaSources(diaObjects, region, dateTime, schema)¶

Load DiaSources from the Apdb based on their diaObjectId or location.

Variable used to load sources is set in config.

Parameters:

diaObjectspandas.DataFrame: DiaObjects loaded from the Apdb that are within the area defined by pixelRanges.
regionsphgeom.Region: Region of interest.
dateTimeastropy.time.Time: Time of the current visit
schema‘dict’ of lsst.dax.apdb.apdbSchema.ApdbSchema: A dict of the schemas in the apdb.

Returns:

DiaSourcespandas.DataFrame: DiaSources loaded from the Apdb that are within the area defined by pixelRange and associated with diaObjects.

classmethod makeField(doc: str) → ConfigurableField¶

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

Parameters:

docstr: Help text for the field.

Returns:

configurableFieldlsst.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: Any) → None¶

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

Parameters:

namestr

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(regionTime)¶

Preload all DiaObjects and DiaSources from the Apdb given the current exposure.

Parameters:

regionTimelsst.pipe.base.utils.RegionTimeInfo: A serializable container for a sky region and timespan.

Returns:

resultlsst.pipe.base.Struct

Results struct with components.

diaObjects : Complete set of DiaObjects covering the input exposure padded by pixelMargin. DataFrame is indexed by the diaObjectId column. (pandas.DataFrame)
diaSources : Complete set of DiaSources covering the input exposure padded by pixelMargin. DataFrame is indexed by diaObjectId, band, diaSourceId columns. (pandas.DataFrame)
diaForcedSources : Complete set of forced photometered fluxes

on the past 12 months of difference images at DiaObject locations.

Raises:

RuntimeError: Raised if the Database query failed to load DiaObjects.

runQuantum(butlerQC: QuantumContext, inputRefs: InputQuantizedConnection, outputRefs: OutputQuantizedConnection) → None¶

Do butler IO and transform to provide in memory objects for tasks run method.

Parameters:

butlerQCQuantumContext: A butler which is specialized to operate in the context of a lsst.daf.butler.Quantum.
inputRefsInputQuantizedConnection: Datastructure whose attribute names are the names that identify connections defined in corresponding PipelineTaskConnections class. The values of these attributes are the lsst.daf.butler.DatasetRef objects associated with the defined input/prerequisite connections.
outputRefsOutputQuantizedConnection: Datastructure whose attribute names are the names that identify connections defined in corresponding PipelineTaskConnections class. The values of these attributes are the lsst.daf.butler.DatasetRef objects associated with the defined output connections.

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

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

Parameters:

namestr: Name of code being timed; data will be logged using item name: Start and End.
logLevelint: A logging level constant.

Navigation

LoadDiaCatalogsTask¶