Why Gemfury? Push, build, and install  RubyGems npm packages Python packages Maven artifacts PHP packages Go Modules Debian packages RPM packages NuGet packages

Repository URL to install this package:

Details    
pandas / core / accessor.py
Size: Mime:
# -*- coding: utf-8 -*-
"""

accessor.py contains base classes for implementing accessor properties
that can be mixed into or pinned onto other pandas classes.

"""
from pandas.core.common import AbstractMethodError


class DirNamesMixin(object):
    _accessors = frozenset([])
    _deprecations = frozenset([])

    def _dir_deletions(self):
        """ delete unwanted __dir__ for this object """
        return self._accessors | self._deprecations

    def _dir_additions(self):
        """ add addtional __dir__ for this object """
        rv = set()
        for accessor in self._accessors:
            try:
                getattr(self, accessor)
                rv.add(accessor)
            except AttributeError:
                pass
        return rv

    def __dir__(self):
        """
        Provide method name lookup and completion
        Only provide 'public' methods
        """
        rv = set(dir(type(self)))
        rv = (rv - self._dir_deletions()) | self._dir_additions()
        return sorted(rv)


class AccessorProperty(object):
    """Descriptor for implementing accessor properties like Series.str
    """

    def __init__(self, accessor_cls, construct_accessor=None):
        self.accessor_cls = accessor_cls
        self.construct_accessor = (construct_accessor or
                                   accessor_cls._make_accessor)
        self.__doc__ = accessor_cls.__doc__

    def __get__(self, instance, owner=None):
        if instance is None:
            # this ensures that Series.str.<method> is well defined
            return self.accessor_cls
        return self.construct_accessor(instance)

    def __set__(self, instance, value):
        raise AttributeError("can't set attribute")

    def __delete__(self, instance):
        raise AttributeError("can't delete attribute")


class PandasDelegate(object):
    """ an abstract base class for delegating methods/properties """

    @classmethod
    def _make_accessor(cls, data):
        raise AbstractMethodError("_make_accessor should be implemented"
                                  "by subclass and return an instance"
                                  "of `cls`.")

    def _delegate_property_get(self, name, *args, **kwargs):
        raise TypeError("You cannot access the "
                        "property {name}".format(name=name))

    def _delegate_property_set(self, name, value, *args, **kwargs):
        raise TypeError("The property {name} cannot be set".format(name=name))

    def _delegate_method(self, name, *args, **kwargs):
        raise TypeError("You cannot call method {name}".format(name=name))

    @classmethod
    def _add_delegate_accessors(cls, delegate, accessors, typ,
                                overwrite=False):
        """
        add accessors to cls from the delegate class

        Parameters
        ----------
        cls : the class to add the methods/properties to
        delegate : the class to get methods/properties & doc-strings
        acccessors : string list of accessors to add
        typ : 'property' or 'method'
        overwrite : boolean, default False
           overwrite the method/property in the target class if it exists
        """

        def _create_delegator_property(name):

            def _getter(self):
                return self._delegate_property_get(name)

            def _setter(self, new_values):
                return self._delegate_property_set(name, new_values)

            _getter.__name__ = name
            _setter.__name__ = name

            return property(fget=_getter, fset=_setter,
                            doc=getattr(delegate, name).__doc__)

        def _create_delegator_method(name):

            def f(self, *args, **kwargs):
                return self._delegate_method(name, *args, **kwargs)

            f.__name__ = name
            f.__doc__ = getattr(delegate, name).__doc__

            return f

        for name in accessors:

            if typ == 'property':
                f = _create_delegator_property(name)
            else:
                f = _create_delegator_method(name)

            # don't overwrite existing methods/properties
            if overwrite or not hasattr(cls, name):
                setattr(cls, name, f)