configDictField.py

Go to the documentation of this file.

# This file is part of pex_config.
#
# Developed for the LSST Data Management System.
# This product includes software developed by the LSST Project
# (http://www.lsst.org).
# See the COPYRIGHT file at the top-level directory of this distribution
# for details of code ownership.
#
# This software is dual licensed under the GNU General Public License and also
# under a 3-clause BSD license. Recipients may choose which of these licenses
# to use; please see the files gpl-3.0.txt and/or bsd_license.txt,
# respectively.  If you choose the GPL option then the following text applies
# (but note that there is still no warranty even if you opt for BSD instead):
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program.  If not, see <http://www.gnu.org/licenses/>.
 
__all__ = ["ConfigDictField"]
 
from .config import Config, FieldValidationError, _autocast, _typeStr, _joinNamePath
from .dictField import Dict, DictField
from .comparison import compareConfigs, compareScalars, getComparisonName
from .callStack import getCallStack, getStackFrame
 
 
class ConfigDict(Dict):
    """Internal representation of a dictionary of configuration classes.
 
    Much like `Dict`, `ConfigDict` is a custom `MutableMapper` which tracks
    the history of changes to any of its items.
    """
 
    def __init__(self, config, field, value, at, label):
        Dict.__init__(self, config, field, value, at, label, setHistory=False)
        self.history.append(("Dict initialized", at, label))
 
    def __setitem__(self, k, x, at=None, label="setitem", setHistory=True):
        if self._config._frozen:
            msg = "Cannot modify a frozen Config. "\
                  "Attempting to set item at key %r to value %s" % (k, x)
            raise FieldValidationError(self._field, self._config, msg)
 
        # validate keytype
        k = _autocast(k, self._field.keytype)
        if type(k) != self._field.keytype:
            msg = "Key %r is of type %s, expected type %s" % \
                (k, _typeStr(k), _typeStr(self._field.keytype))
            raise FieldValidationError(self._field, self._config, msg)
 
        # validate itemtype
        dtype = self._field.itemtype
        if type(x) != self._field.itemtype and x != self._field.itemtype:
            msg = "Value %s at key %r is of incorrect type %s. Expected type %s" % \
                (x, k, _typeStr(x), _typeStr(self._field.itemtype))
            raise FieldValidationError(self._field, self._config, msg)
 
        if at is None:
            at = getCallStack()
        name = _joinNamePath(self._config._name, self._field.name, k)
        oldValue = self._dict.get(k, None)
        if oldValue is None:
            if x == dtype:
                self._dict[k] = dtype(__name=name, __at=at, __label=label)
            else:
                self._dict[k] = dtype(__name=name, __at=at, __label=label, **x._storage)
            if setHistory:
                self.history.append(("Added item at key %s" % k, at, label))
        else:
            if x == dtype:
                x = dtype()
            oldValue.update(__at=at, __label=label, **x._storage)
            if setHistory:
                self.history.append(("Modified item at key %s" % k, at, label))
 
    def __delitem__(self, k, at=None, label="delitem"):
        if at is None:
            at = getCallStack()
        Dict.__delitem__(self, k, at, label, False)
        self.history.append(("Removed item at key %s" % k, at, label))
 
 
class ConfigDictField(DictField):
    """A configuration field (`~lsst.pex.config.Field` subclass) that is a
    mapping of keys to `~lsst.pex.config.Config` instances.
 
    ``ConfigDictField`` behaves like `DictField` except that the
    ``itemtype`` must be a `~lsst.pex.config.Config` subclass.
 
    Parameters
    ----------
    doc : `str`
        A description of the configuration field.
    keytype : {`int`, `float`, `complex`, `bool`, `str`}
        The type of the mapping keys. All keys must have this type.
    itemtype : `lsst.pex.config.Config`-type
        The type of the values in the mapping. This must be
        `~lsst.pex.config.Config` or a subclass.
    default : optional
        Unknown.
    default : ``itemtype``-dtype, optional
        Default value of this field.
    optional : `bool`, optional
        If `True`, this configuration `~lsst.pex.config.Field` is *optional*.
        Default is `True`.
    deprecated : None or `str`, optional
        A description of why this Field is deprecated, including removal date.
        If not None, the string is appended to the docstring for this Field.
 
    Raises
    ------
    ValueError
        Raised if the inputs are invalid:
 
        - ``keytype`` or ``itemtype`` arguments are not supported types
          (members of `ConfigDictField.supportedTypes`.
        - ``dictCheck`` or ``itemCheck`` is not a callable function.
 
    See also
    --------
    ChoiceField
    ConfigChoiceField
    ConfigField
    ConfigurableField
    DictField
    Field
    ListField
    RangeField
    RegistryField
 
    Notes
    -----
    You can use ``ConfigDictField`` to create name-to-config mappings. One use
    case is for configuring mappings for dataset types in a Butler. In this
    case, the dataset type names are arbitrary and user-selected while the
    mapping configurations are known and fixed.
    """
 
    DictClass = ConfigDict
 
    def __init__(self, doc, keytype, itemtype, default=None, optional=False, dictCheck=None, itemCheck=None,
                 deprecated=None):
        source = getStackFrame()
        self._setup(doc=doc, dtype=ConfigDict, default=default, check=None,
                    optional=optional, source=source, deprecated=deprecated)
        if keytype not in self.supportedTypes:
            raise ValueError("'keytype' %s is not a supported type" %
                             _typeStr(keytype))
        elif not issubclass(itemtype, Config):
            raise ValueError("'itemtype' %s is not a supported type" %
                             _typeStr(itemtype))
        if dictCheck is not None and not hasattr(dictCheck, "__call__"):
            raise ValueError("'dictCheck' must be callable")
        if itemCheck is not None and not hasattr(itemCheck, "__call__"):
            raise ValueError("'itemCheck' must be callable")
 
        self.keytype = keytype
        self.itemtype = itemtype
        self.dictCheck = dictCheck
        self.itemCheck = itemCheck
 
    def rename(self, instance):
        configDict = self.__get__(instance)
        if configDict is not None:
            for k in configDict:
                fullname = _joinNamePath(instance._name, self.name, k)
                configDict[k]._rename(fullname)
 
    def validate(self, instance):
        value = self.__get__(instance)
        if value is not None:
            for k in value:
                item = value[k]
                item.validate()
                if self.itemCheck is not None and not self.itemCheck(item):
                    msg = "Item at key %r is not a valid value: %s" % (k, item)
                    raise FieldValidationError(self, instance, msg)
        DictField.validate(self, instance)
 
    def toDict(self, instance):
        configDict = self.__get__(instance)
        if configDict is None:
            return None
 
        dict_ = {}
        for k in configDict:
            dict_[k] = configDict[k].toDict()
 
        return dict_
 
    def save(self, outfile, instance):
        configDict = self.__get__(instance)
        fullname = _joinNamePath(instance._name, self.name)
        if configDict is None:
            outfile.write(u"{}={!r}\n".format(fullname, configDict))
            return
 
        outfile.write(u"{}={!r}\n".format(fullname, {}))
        for v in configDict.values():
            outfile.write(u"{}={}()\n".format(v._name, _typeStr(v)))
            v._save(outfile)
 
    def freeze(self, instance):
        configDict = self.__get__(instance)
        if configDict is not None:
            for k in configDict:
                configDict[k].freeze()
 
    def _compare(self, instance1, instance2, shortcut, rtol, atol, output):
        """Compare two fields for equality.
 
        Used by `lsst.pex.ConfigDictField.compare`.
 
        Parameters
        ----------
        instance1 : `lsst.pex.config.Config`
            Left-hand side config instance to compare.
        instance2 : `lsst.pex.config.Config`
            Right-hand side config instance to compare.
        shortcut : `bool`
            If `True`, this function returns as soon as an inequality if found.
        rtol : `float`
            Relative tolerance for floating point comparisons.
        atol : `float`
            Absolute tolerance for floating point comparisons.
        output : callable
            A callable that takes a string, used (possibly repeatedly) to
            report inequalities.
 
        Returns
        -------
        isEqual : bool
            `True` if the fields are equal, `False` otherwise.
 
        Notes
        -----
        Floating point comparisons are performed by `numpy.allclose`.
        """
        d1 = getattr(instance1, self.name)
        d2 = getattr(instance2, self.name)
        name = getComparisonName(
            _joinNamePath(instance1._name, self.name),
            _joinNamePath(instance2._name, self.name)
        )
        if not compareScalars("keys for %s" % name, set(d1.keys()), set(d2.keys()), output=output):
            return False
        equal = True
        for k, v1 in d1.items():
            v2 = d2[k]
            result = compareConfigs("%s[%r]" % (name, k), v1, v2, shortcut=shortcut,
                                    rtol=rtol, atol=atol, output=output)
            if not result and shortcut:
                return False
            equal = equal and result
        return equal