MatchProbabilisticConfig¶

class lsst.meas.astrom.MatchProbabilisticConfig(*args, **kw)¶

Bases: Config

Configuration for the MatchProbabilistic matcher.

Attributes Summary

`column_ref_order`	Name of column in reference catalog specifying order for matching.
`columns_in_ref`
`columns_in_target`
`columns_ref_copy`	Reference table columns to copy unchanged into both match tables (`List`, default `[]`)
`columns_ref_flux`	List of reference flux columns to nansum total magnitudes from if column_order is None (`List`, default `[]`)
`columns_ref_meas`	The reference table columns to compute match likelihoods from (usually centroids and fluxes/magnitudes) (`List`)
`columns_ref_select_false`	Reference table columns to require to be False for selecting sources (`List`, default `()`)
`columns_ref_select_true`	Reference table columns to require to be True for selecting sources (`List`, default `()`)
`columns_target_copy`	Target table columns to copy unchanged into both match tables (`List`, default `[]`)
`columns_target_err`	Target table columns with standard errors (sigma) corresponding to columns_ref_meas (`List`)
`columns_target_meas`	Target table columns with measurements corresponding to columns_ref_meas (`List`)
`columns_target_select_false`	Target table columns to require to be False for selecting sources (`List`, default `('merge_peak_sky',)`)
`columns_target_select_true`	Target table columns to require to be True for selecting sources (`List`, default `('detect_isPrimary',)`)
`coord_format`	Configuration for coordinate conversion (`ConvertCatalogCoordinatesConfig`, default `<class 'lsst.meas.astrom.matcher_probabilistic.ConvertCatalogCoordinatesConfig'>`)
`history`
`mag_brightest_ref`	Bright magnitude cutoff for selecting reference sources to match.
`mag_faintest_ref`	Faint magnitude cutoff for selecting reference sources to match.
`match_dist_max`	Maximum match distance.
`match_n_finite_min`	Minimum number of columns with a finite value to measure match likelihood (`int`, default `3`)
`match_n_max`	Maximum number of spatial matches to consider (in ascending distance order).
`order_ascending`	Whether to order reference match candidates in ascending order of column_ref_order (should be False if the column is a flux and True if it is a magnitude.

Methods Summary

`compare`(other[, shortcut, rtol, atol, output])	Compare this configuration to another `Config` for 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.
`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.
`loadFromString`(code[, root, filename])	Modify this Config in place by executing the Python code in the provided string.
`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.
`saveToString`([skipImports])	Return the Python script form of this configuration as an executable string.
`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

column_ref_order¶: Name of column in reference catalog specifying order for matching. Derived from columns_ref_flux if not set. (str, default None)

columns_in_ref¶

columns_in_target¶

columns_ref_copy¶: Reference table columns to copy unchanged into both match tables (List, default [])

columns_ref_flux¶: List of reference flux columns to nansum total magnitudes from if column_order is None (List, default [])

columns_ref_meas¶: The reference table columns to compute match likelihoods from (usually centroids and fluxes/magnitudes) (List)

columns_ref_select_false¶: Reference table columns to require to be False for selecting sources (List, default ())

columns_ref_select_true¶: Reference table columns to require to be True for selecting sources (List, default ())

columns_target_copy¶: Target table columns to copy unchanged into both match tables (List, default [])

columns_target_err¶: Target table columns with standard errors (sigma) corresponding to columns_ref_meas (List)

columns_target_meas¶: Target table columns with measurements corresponding to columns_ref_meas (List)

columns_target_select_false¶: Target table columns to require to be False for selecting sources (List, default ('merge_peak_sky',))

columns_target_select_true¶: Target table columns to require to be True for selecting sources (List, default ('detect_isPrimary',))

coord_format¶: Configuration for coordinate conversion (ConvertCatalogCoordinatesConfig, default <class 'lsst.meas.astrom.matcher_probabilistic.ConvertCatalogCoordinatesConfig'>)

history¶: Read-only history.

mag_brightest_ref¶: Bright magnitude cutoff for selecting reference sources to match. Ignored if column_ref_order is None. (float, default -inf)

mag_faintest_ref¶: Faint magnitude cutoff for selecting reference sources to match. Ignored if column_ref_order is None. (float, default inf)

match_dist_max¶: Maximum match distance. Units must be arcseconds if coords_spherical, or else match those of column_*_coord[12] multiplied by coords_*_factor. (float, default 0.5)

match_n_finite_min¶: Minimum number of columns with a finite value to measure match likelihood (int, default 3)

match_n_max¶: Maximum number of spatial matches to consider (in ascending distance order). (int, default 10)

order_ascending¶: Whether to order reference match candidates in ascending order of column_ref_order (should be False if the column is a flux and True if it is a magnitude. (bool, default False)

Methods Documentation

compare(other, shortcut=True, rtol=1e-08, atol=1e-08, output=None)¶

Compare this configuration to another Config for equality.

Parameters:

otherlsst.pex.config.Config: Other Config object 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.

Returns:

isEqualbool: True when the two lsst.pex.config.Config instances are equal. False if there is an inequality.

See also

lsst.pex.config.compareConfigs

Notes

Unselected targets of RegistryField fields and unselected choices of ConfigChoiceField fields 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 Field in this config.
kwargs: Keyword arguments passed to lsst.pex.config.history.format.

Returns:

historystr: A string containing the formatted history.

See also

lsst.pex.config.history.format

freeze()¶: Make this config, and all subconfigs, read-only.

items()¶

Get configurations as (field name, field value) pairs.

Returns:

itemsdict_items

Iterator of tuples for each configuration. Tuple items are:

Field name.
Field value.

keys()¶

Get field names.

Returns:

namesdict_keys: List of lsst.pex.config.Field names.

See also

lsst.pex.config.Config.iterkeys

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 myField is set to 5.

See also

lsst.pex.config.Config.loadFromStream
lsst.pex.config.Config.loadFromString
lsst.pex.config.Config.save
lsst.pex.config.Config.saveToStream
lsst.pex.config.Config.saveToString

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, bytes, or compiled string

Stream containing configuration override code. If this is a code object, it should be compiled with mode="exec".

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 myField is set to 5.

filenamestr, optional

Name of the configuration file, or None if unknown or contained in the stream. Used for error reporting.

See also

lsst.pex.config.Config.load
lsst.pex.config.Config.loadFromString
lsst.pex.config.Config.save
lsst.pex.config.Config.saveToStream
lsst.pex.config.Config.saveToString

Notes

For backwards compatibility reasons, this method accepts strings, bytes and code objects as well as file-like objects. New code should use loadFromString instead for most of these types.

loadFromString(code, root='config', filename=None)¶

Modify this Config in place by executing the Python code in the provided string.

Parameters:

codestr, bytes, 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 myField is set to 5.

filenamestr, optional

Name of the configuration file, or None if unknown or contained in the stream. Used for error reporting.

See also

lsst.pex.config.Config.load
lsst.pex.config.Config.loadFromStream
lsst.pex.config.Config.save
lsst.pex.config.Config.saveToStream
lsst.pex.config.Config.saveToString

names()¶

Get all the field names in the config, recursively.

Returns:

nameslist of str: Field names.

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).

See also

lsst.pex.config.Config.saveToStream
lsst.pex.config.Config.saveToString
lsst.pex.config.Config.load
lsst.pex.config.Config.loadFromStream
lsst.pex.config.Config.loadFromString

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 True then do not include import statements in output, this is to support human-oriented output from pipetask where additional clutter is not useful.

See also

lsst.pex.config.Config.save
lsst.pex.config.Config.saveToString
lsst.pex.config.Config.load
lsst.pex.config.Config.loadFromStream
lsst.pex.config.Config.loadFromString

saveToString(skipImports=False)¶

Return the Python script form of this configuration as an executable string.

Parameters:

skipImportsbool, optional: If True then do not include import statements in output, this is to support human-oriented output from pipetask where additional clutter is not useful.

Returns:

codestr: A code string readable by loadFromString.

See also

lsst.pex.config.Config.save
lsst.pex.config.Config.saveToStream
lsst.pex.config.Config.load
lsst.pex.config.Config.loadFromStream
lsst.pex.config.Config.loadFromString

setDefaults()¶

Subclass hook for computing defaults.

Notes

Derived Config classes that must compute defaults rather than using the Field instances’s defaults should do so here. To correctly use inherited defaults, implementations of setDefaults must call their base class’s setDefaults.

toDict()¶

Make a dictionary of field names and their values.

Returns:

dict_dict: Dictionary with keys that are Field names. Values are Field values.

See also

lsst.pex.config.Field.toDict

Notes

This method uses the toDict method of individual fields. Subclasses of Field may need to implement a toDict method 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 __at and __label keyword 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 Config instance’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 fieldA and 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 validate methods.

Complex single-field validation can be defined by deriving new Field types. For convenience, some derived lsst.pex.config.Field-types (ConfigField and ConfigChoiceField) are defined in lsst.pex.config that handle recursing into subconfigs.

Inter-field relationships should only be checked in derived Config classes after calling this method, and base validation is complete.

values()¶

Get field values.

Returns:

valuesdict_values: Iterator of field values.

Navigation

MatchProbabilisticConfig¶