class BaseInlineFormSet

    @property
    def cleaned_data(self):
        """
        Return a list of form.cleaned_data dicts for every form in self.forms.
        """
        if not self.is_valid():
            raise AttributeError("'%s' object has no attribute 'cleaned_data'" % self.__class__.__name__)
        return [form.cleaned_data for form in self.forms]

    @property
    def deleted_forms(self):
        """Return a list of forms that have been marked for deletion."""
        if not self.is_valid() or not self.can_delete:
            return []
        # construct _deleted_form_indexes which is just a list of form indexes
        # that have had their deletion widget set to True
        if not hasattr(self, '_deleted_form_indexes'):
            self._deleted_form_indexes = []
            for i in range(0, self.total_form_count()):
                form = self.forms[i]
                # if this is an extra form and hasn't changed, don't consider it
                if i >= self.initial_form_count() and not form.has_changed():
                    continue
                if self._should_delete_form(form):
                    self._deleted_form_indexes.append(i)
        return [self.forms[i] for i in self._deleted_form_indexes]

    @property
    def empty_form(self):
        form = self.form(
            auto_id=self.auto_id,
            prefix=self.add_prefix('__prefix__'),
            empty_permitted=True,
            use_required_attribute=False,
            **self.get_form_kwargs(None)
        )
        self.add_fields(form, None)
        return form

    @property
    def errors(self):
        """Return a list of form.errors for every form in self.forms."""
        if self._errors is None:
            self.full_clean()
        return self._errors

    @property
    def extra_forms(self):
        """Return a list of all the extra forms in this formset."""
        return self.forms[self.initial_form_count():]

    @property
    def initial_forms(self):
        """Return a list of all the initial forms in this formset."""
        return self.forms[:self.initial_form_count()]

    @property
    def media(self):
        # All the forms on a FormSet are the same, so you only need to
        # interrogate the first form for media.
        if self.forms:
            return self.forms[0].media
        else:
            return self.empty_form.media

    @property
    def ordered_forms(self):
        """
        Return a list of form in the order specified by the incoming data.
        Raise an AttributeError if ordering is not allowed.
        """
        if not self.is_valid() or not self.can_order:
            raise AttributeError("'%s' object has no attribute 'ordered_forms'" % self.__class__.__name__)
        # Construct _ordering, which is a list of (form_index, order_field_value)
        # tuples. After constructing this list, we'll sort it by order_field_value
        # so we have a way to get to the form indexes in the order specified
        # by the form data.
        if not hasattr(self, '_ordering'):
            self._ordering = []
            for i in range(0, self.total_form_count()):
                form = self.forms[i]
                # if this is an extra form and hasn't changed, don't consider it
                if i >= self.initial_form_count() and not form.has_changed():
                    continue
                # don't add data marked for deletion to self.ordered_data
                if self.can_delete and self._should_delete_form(form):
                    continue
                self._ordering.append((i, form.cleaned_data[ORDERING_FIELD_NAME]))
            # After we're done populating self._ordering, sort it.
            # A sort function to order things numerically ascending, but
            # None should be sorted below anything else. Allowing None as
            # a comparison value makes it so we can leave ordering fields
            # blank.

            def compare_ordering_key(k):
                if k[1] is None:
                    return (1, 0)  # +infinity, larger than any number
                return (0, k[1])
            self._ordering.sort(key=compare_ordering_key)
        # Return a list of form.cleaned_data dicts in the order specified by
        # the form data.
        return [self.forms[i[0]] for i in self._ordering]

    def _construct_form(self, i, **kwargs):
        form = super()._construct_form(i, **kwargs)
        if self.save_as_new:
            mutable = getattr(form.data, '_mutable', None)
            # Allow modifying an immutable QueryDict.
            if mutable is not None:
                form.data._mutable = True
            # Remove the primary key from the form's data, we are only
            # creating new instances
            form.data[form.add_prefix(self._pk_field.name)] = None
            # Remove the foreign key from the form's data
            form.data[form.add_prefix(self.fk.name)] = None
            if mutable is not None:
                form.data._mutable = mutable

        # Set the fk value here so that the form can do its validation.
        fk_value = self.instance.pk
        if self.fk.remote_field.field_name != self.fk.remote_field.model._meta.pk.name:
            fk_value = getattr(self.instance, self.fk.remote_field.field_name)
            fk_value = getattr(fk_value, 'pk', fk_value)
        setattr(form.instance, self.fk.get_attname(), fk_value)
        return form

    def _construct_form(self, i, **kwargs):
        pk_required = i < self.initial_form_count()
        if pk_required:
            if self.is_bound:
                pk_key = '%s-%s' % (self.add_prefix(i), self.model._meta.pk.name)
                try:
                    pk = self.data[pk_key]
                except KeyError:
                    # The primary key is missing. The user may have tampered
                    # with POST data.
                    pass
                else:
                    to_python = self._get_to_python(self.model._meta.pk)
                    try:
                        pk = to_python(pk)
                    except ValidationError:
                        # The primary key exists but is an invalid value. The
                        # user may have tampered with POST data.
                        pass
                    else:
                        kwargs['instance'] = self._existing_object(pk)
            else:
                kwargs['instance'] = self.get_queryset()[i]
        elif self.initial_extra:
            # Set initial values for extra forms
            try:
                kwargs['initial'] = self.initial_extra[i - self.initial_form_count()]
            except IndexError:
                pass
        form = super()._construct_form(i, **kwargs)
        if pk_required:
            form.fields[self.model._meta.pk.name].required = True
        return form

    def _construct_form(self, i, **kwargs):
        """Instantiate and return the i-th form instance in a formset."""
        defaults = {
            'auto_id': self.auto_id,
            'prefix': self.add_prefix(i),
            'error_class': self.error_class,
            # Don't render the HTML 'required' attribute as it may cause
            # incorrect validation for extra, optional, and deleted
            # forms in the formset.
            'use_required_attribute': False,
        }
        if self.is_bound:
            defaults['data'] = self.data
            defaults['files'] = self.files
        if self.initial and 'initial' not in kwargs:
            try:
                defaults['initial'] = self.initial[i]
            except IndexError:
                pass
        # Allow extra forms to be empty, unless they're part of
        # the minimum forms.
        if i >= self.initial_form_count() and i >= self.min_num:
            defaults['empty_permitted'] = True
        defaults.update(kwargs)
        form = self.form(**defaults)
        self.add_fields(form, i)
        return form

    def add_fields(self, form, index):
        super().add_fields(form, index)
        if self._pk_field == self.fk:
            name = self._pk_field.name
            kwargs = {'pk_field': True}
        else:
            # The foreign key field might not be on the form, so we poke at the
            # Model field to get the label, since we need that for error messages.
            name = self.fk.name
            kwargs = {
                'label': getattr(form.fields.get(name), 'label', capfirst(self.fk.verbose_name))
            }
            if self.fk.remote_field.field_name != self.fk.remote_field.model._meta.pk.name:
                kwargs['to_field'] = self.fk.remote_field.field_name

        # If we're adding a new object, ignore a parent's auto-generated key
        # as it will be regenerated on the save request.
        if self.instance._state.adding:
            if kwargs.get('to_field') is not None:
                to_field = self.instance._meta.get_field(kwargs['to_field'])
            else:
                to_field = self.instance._meta.pk
            if to_field.has_default():
                setattr(self.instance, to_field.attname, None)

        form.fields[name] = InlineForeignKeyField(self.instance, **kwargs)

    def add_fields(self, form, index):
        """Add a hidden field for the object's primary key."""
        from django.db.models import AutoField, OneToOneField, ForeignKey
        self._pk_field = pk = self.model._meta.pk
        # If a pk isn't editable, then it won't be on the form, so we need to
        # add it here so we can tell which object is which when we get the
        # data back. Generally, pk.editable should be false, but for some
        # reason, auto_created pk fields and AutoField's editable attribute is
        # True, so check for that as well.

        def pk_is_not_editable(pk):
            return (
                (not pk.editable) or (pk.auto_created or isinstance(pk, AutoField)) or (
                    pk.remote_field and pk.remote_field.parent_link and
                    pk_is_not_editable(pk.remote_field.model._meta.pk)
                )
            )
        if pk_is_not_editable(pk) or pk.name not in form.fields:
            if form.is_bound:
                # If we're adding the related instance, ignore its primary key
                # as it could be an auto-generated default which isn't actually
                # in the database.
                pk_value = None if form.instance._state.adding else form.instance.pk
            else:
                try:
                    if index is not None:
                        pk_value = self.get_queryset()[index].pk
                    else:
                        pk_value = None
                except IndexError:
                    pk_value = None
            if isinstance(pk, (ForeignKey, OneToOneField)):
                qs = pk.remote_field.model._default_manager.get_queryset()
            else:
                qs = self.model._default_manager.get_queryset()
            qs = qs.using(form.instance._state.db)
            if form._meta.widgets:
                widget = form._meta.widgets.get(self._pk_field.name, HiddenInput)
            else:
                widget = HiddenInput
            form.fields[self._pk_field.name] = ModelChoiceField(qs, initial=pk_value, required=False, widget=widget)
        super().add_fields(form, index)

    def add_fields(self, form, index):
        """A hook for adding extra fields on to each form instance."""
        if self.can_order:
            # Only pre-fill the ordering field for initial forms.
            if index is not None and index < self.initial_form_count():
                form.fields[ORDERING_FIELD_NAME] = IntegerField(label=_('Order'), initial=index + 1, required=False)
            else:
                form.fields[ORDERING_FIELD_NAME] = IntegerField(label=_('Order'), required=False)
        if self.can_delete:
            form.fields[DELETION_FIELD_NAME] = BooleanField(label=_('Delete'), required=False)

    def clean(self):
        self.validate_unique()

    def clean(self):
        """
        Hook for doing any extra formset-wide cleaning after Form.clean() has
        been called on every form. Any ValidationError raised by this method
        will not be associated with a particular form; it will be accessible
        via formset.non_form_errors()
        """
        pass

    def get_unique_error_message(self, unique_check):
        unique_check = [field for field in unique_check if field != self.fk.name]
        return super().get_unique_error_message(unique_check)

    def get_unique_error_message(self, unique_check):
        if len(unique_check) == 1:
            return gettext("Please correct the duplicate data for %(field)s.") % {
                "field": unique_check[0],
            }
        else:
            return gettext("Please correct the duplicate data for %(field)s, which must be unique.") % {
                "field": get_text_list(unique_check, _("and")),
            }

    def initial_form_count(self):
        if self.save_as_new:
            return 0
        return super().initial_form_count()

    def initial_form_count(self):
        """Return the number of forms that are required in this FormSet."""
        if not (self.data or self.files):
            return len(self.get_queryset())
        return super().initial_form_count()

    def initial_form_count(self):
        """Return the number of forms that are required in this FormSet."""
        if self.is_bound:
            return self.management_form.cleaned_data[INITIAL_FORM_COUNT]
        else:
            # Use the length of the initial data if it's there, 0 otherwise.
            initial_forms = len(self.initial) if self.initial else 0
        return initial_forms

    def save_new(self, form, commit=True):
        # Ensure the latest copy of the related instance is present on each
        # form (it may have been saved after the formset was originally
        # instantiated).
        setattr(form.instance, self.fk.name, self.instance)
        # Use commit=False so we can assign the parent key afterwards, then
        # save the object.
        obj = form.save(commit=False)
        pk_value = getattr(self.instance, self.fk.remote_field.field_name)
        setattr(obj, self.fk.get_attname(), getattr(pk_value, 'pk', pk_value))
        if commit:
            obj.save()
        # form.save_m2m() can be called via the formset later on if commit=False
        if commit and hasattr(form, 'save_m2m'):
            form.save_m2m()
        return obj

    def save_new(self, form, commit=True):
        """Save and return a new model instance for the given form."""
        return form.save(commit=commit)