Module exchangelib.queryset

Classes

class QuerySet (folder_collection, request_type='item')

A Django QuerySet-like class for querying items. Defers query until the QuerySet is consumed. Supports chaining to build up complex queries.

Django QuerySet documentation: https://docs.djangoproject.com/en/dev/ref/models/querysets/

Expand source code

class QuerySet(SearchableMixIn):
    """A Django QuerySet-like class for querying items. Defers query until the QuerySet is consumed. Supports
    chaining to build up complex queries.

    Django QuerySet documentation: https://docs.djangoproject.com/en/dev/ref/models/querysets/
    """

    VALUES = "values"
    VALUES_LIST = "values_list"
    FLAT = "flat"
    NONE = "none"
    RETURN_TYPES = (VALUES, VALUES_LIST, FLAT, NONE)

    ITEM = "item"
    PERSONA = "persona"
    REQUEST_TYPES = (ITEM, PERSONA)

    def __init__(self, folder_collection, request_type=ITEM):
        from .folders import FolderCollection

        if not isinstance(folder_collection, FolderCollection):
            raise InvalidTypeError("folder_collection", folder_collection, FolderCollection)
        self.folder_collection = folder_collection  # A FolderCollection instance
        if request_type not in self.REQUEST_TYPES:
            raise InvalidEnumValue("request_type", request_type, self.REQUEST_TYPES)
        self.request_type = request_type
        self.q = Q()  # Default to no restrictions
        self.only_fields = None
        self.order_fields = None
        self.return_format = self.NONE
        self.calendar_view = None
        self.page_size = None
        self.chunk_size = None
        self.max_items = None
        self.offset = 0
        self._depth = None

    def _copy_self(self):
        # When we copy a queryset where the cache has already been filled, we don't copy the cache. Thus, a copied
        # queryset will fetch results from the server again.
        #
        # All other behaviour would be awkward:
        #
        # qs = QuerySet(f).filter(foo='bar')
        # items = list(qs)
        # new_qs = qs.exclude(bar='baz')  # This should work, and should fetch from the server
        #
        # Only mutable objects need to be deepcopied. Folder should be the same object
        new_qs = self.__class__(self.folder_collection, request_type=self.request_type)
        new_qs.q = deepcopy(self.q)
        new_qs.only_fields = self.only_fields
        new_qs.order_fields = None if self.order_fields is None else deepcopy(self.order_fields)
        new_qs.return_format = self.return_format
        new_qs.calendar_view = self.calendar_view
        new_qs.page_size = self.page_size
        new_qs.chunk_size = self.chunk_size
        new_qs.max_items = self.max_items
        new_qs.offset = self.offset
        new_qs._depth = self._depth
        return new_qs

    def _get_field_path(self, field_path):
        from .items import Persona

        if self.request_type == self.PERSONA:
            return FieldPath(field=Persona.get_field_by_fieldname(field_path))
        for folder in self.folder_collection:
            with suppress(InvalidField):
                return FieldPath.from_string(field_path=field_path, folder=folder)
        raise InvalidField(f"Unknown field path {field_path!r} on folders {self.folder_collection.folders}")

    def _get_field_order(self, field_path):
        from .items import Persona

        if self.request_type == self.PERSONA:
            return FieldOrder(
                field_path=FieldPath(field=Persona.get_field_by_fieldname(field_path.lstrip("-"))),
                reverse=field_path.startswith("-"),
            )
        for folder in self.folder_collection:
            with suppress(InvalidField):
                return FieldOrder.from_string(field_path=field_path, folder=folder)
        raise InvalidField(f"Unknown field path {field_path!r} on folders {self.folder_collection.folders}")

    @property
    def _id_field(self):
        return self._get_field_path("id")

    @property
    def _changekey_field(self):
        return self._get_field_path("changekey")

    def _additional_fields(self):
        if not isinstance(self.only_fields, tuple):
            raise InvalidTypeError("only_fields", self.only_fields, tuple)
        # Remove ItemId and ChangeKey. We get them unconditionally
        additional_fields = {f for f in self.only_fields if not f.field.is_attribute}
        if self.request_type != self.ITEM:
            return additional_fields

        # For CalendarItem items, we want to inject internal timezone fields into the requested fields.
        has_start = "start" in {f.field.name for f in additional_fields}
        has_end = "end" in {f.field.name for f in additional_fields}
        meeting_tz_field, start_tz_field, end_tz_field = CalendarItem.timezone_fields()
        if self.folder_collection.account.version.build < EXCHANGE_2010:
            if has_start or has_end:
                additional_fields.add(FieldPath(field=meeting_tz_field))
        else:
            if has_start:
                additional_fields.add(FieldPath(field=start_tz_field))
            if has_end:
                additional_fields.add(FieldPath(field=end_tz_field))
        return additional_fields

    def _format_items(self, items, return_format):
        return {
            self.VALUES: self._as_values,
            self.VALUES_LIST: self._as_values_list,
            self.FLAT: self._as_flat_values_list,
            self.NONE: self._as_items,
        }[return_format](items)

    def _query(self):
        if self.only_fields is None:
            # We didn't restrict list of field paths. Get all fields from the server, including extended properties.
            if self.request_type == self.PERSONA:
                additional_fields = {}  # GetPersona doesn't take explicit fields. Don't bother calculating the list
                complex_fields_requested = True
            else:
                additional_fields = {FieldPath(field=f) for f in self.folder_collection.allowed_item_fields()}
                complex_fields_requested = True
        else:
            additional_fields = self._additional_fields()
            complex_fields_requested = any(f.field.is_complex for f in additional_fields)

        # EWS can do server-side sorting on multiple fields. A caveat is that server-side sorting is not supported
        # for calendar views. In this case, we do all the sorting client-side.
        if self.calendar_view:
            must_sort_clientside = bool(self.order_fields)
            order_fields = None
        else:
            must_sort_clientside = False
            order_fields = self.order_fields

        if must_sort_clientside:
            # Also fetch order_by fields that we only need for client-side sorting.
            extra_order_fields = {f.field_path for f in self.order_fields} - additional_fields
            if extra_order_fields:
                additional_fields.update(extra_order_fields)
        else:
            extra_order_fields = set()

        find_kwargs = dict(
            shape=ID_ONLY,  # Always use IdOnly here, because AllProperties doesn't actually get *all* properties
            depth=self._depth,
            additional_fields=additional_fields,
            order_fields=order_fields,
            page_size=self.page_size,
            max_items=self.max_items,
            offset=self.offset,
        )
        if self.request_type == self.PERSONA:
            if complex_fields_requested:
                find_kwargs["additional_fields"] = None
                items = self.folder_collection.account.fetch_personas(
                    ids=self.folder_collection.find_people(self.q, **find_kwargs)
                )
            else:
                if not additional_fields:
                    find_kwargs["additional_fields"] = None
                items = self.folder_collection.find_people(self.q, **find_kwargs)
        else:
            find_kwargs["calendar_view"] = self.calendar_view
            if complex_fields_requested:
                # The FindItem service does not support complex field types. Tell find_items() to return
                # (id, changekey) tuples, and pass that to fetch().
                find_kwargs["additional_fields"] = None
                unfiltered_items = self.folder_collection.account.fetch(
                    ids=self.folder_collection.find_items(self.q, **find_kwargs),
                    only_fields=additional_fields,
                    chunk_size=self.chunk_size,
                )
                # We may be unlucky that the item disappeared between the FindItem and the GetItem calls
                items = filter(lambda i: not isinstance(i, MISSING_ITEM_ERRORS), unfiltered_items)
            else:
                if not additional_fields:
                    # If additional_fields is the empty set, we only requested ID and changekey fields. We can then
                    # take a shortcut by using (shape=ID_ONLY, additional_fields=None) to tell find_items() to return
                    # (id, changekey) tuples. We'll post-process those later.
                    find_kwargs["additional_fields"] = None
                items = self.folder_collection.find_items(self.q, **find_kwargs)

        if not must_sort_clientside:
            return items

        # Resort to client-side sorting of the order_by fields. This is greedy. Sorting in Python is stable, so when
        # sorting on multiple fields, we can just do a sort on each of the requested fields in reverse order. Reverse
        # each sort operation if the field was marked as such.
        for f in reversed(self.order_fields):
            try:
                items = sorted(items, key=lambda i: _get_sort_value_or_default(i, f), reverse=f.reverse)
            except TypeError as e:
                if "unorderable types" not in e.args[0]:
                    raise
                raise ValueError(
                    f"Cannot sort on field {f.field_path!r}. The field has no default value defined, and there are "
                    f"either items with None values for this field, or the query contains exception instances "
                    f"(original error: {e})."
                )
        if not extra_order_fields:
            return items

        # Nullify the fields we only needed for sorting before returning
        return (_rinse_item(i, extra_order_fields) for i in items)

    def __iter__(self):
        # Fill cache if this is the first iteration. Return an iterator over the results. Make this non-greedy by
        # filling the cache while we are iterating.
        #
        if self.q.is_never():
            return

        log.debug("Initializing cache")
        yield from self._format_items(items=self._query(), return_format=self.return_format)

    # Do not implement __len__. The implementation of list() tries to preallocate memory by calling __len__ on the
    # given sequence, before calling __iter__. If we implemented __len__, we would end up calling FindItems twice, once
    # to get the result of self.count(), and once to return the actual result.
    #
    # Also, according to https://stackoverflow.com/questions/37189968/how-to-have-list-consume-iter-without-calling-len,
    # a __len__ implementation should be cheap. That does not hold for self.count().
    #
    # def __len__(self):
    #     return self.count()

    def __getitem__(self, idx_or_slice):
        # Support indexing and slicing. This is non-greedy when possible (slicing start, stop and step are not negative,
        # and we're ordering on at most one field), and will only fill the cache if the entire query is iterated.
        if isinstance(idx_or_slice, int):
            return self._getitem_idx(idx_or_slice)
        return self._getitem_slice(idx_or_slice)

    def _getitem_idx(self, idx):
        if idx < 0:
            # Support negative indexes by reversing the queryset and negating the index value
            reverse_idx = -(idx + 1)
            return self.reverse()[reverse_idx]
        # Optimize by setting an exact offset and fetching only 1 item
        new_qs = self._copy_self()
        new_qs.max_items = 1
        new_qs.page_size = 1
        new_qs.offset = idx
        # The iterator will return at most 1 item
        for item in new_qs.__iter__():
            return item
        raise IndexError()

    def _getitem_slice(self, s):
        from .services import FindItem

        if ((s.start or 0) < 0) or ((s.stop or 0) < 0) or ((s.step or 0) < 0):
            # islice() does not support negative start, stop and step. Make sure cache is full by iterating the full
            # query result, and then slice on the cache.
            return list(self.__iter__())[s]
        # Optimize by setting an exact offset and max_items value
        new_qs = self._copy_self()
        if s.start is not None and s.stop is not None:
            new_qs.offset = s.start
            new_qs.max_items = s.stop - s.start
        elif s.start is not None:
            new_qs.offset = s.start
        elif s.stop is not None:
            new_qs.max_items = s.stop
        if new_qs.page_size is None and new_qs.max_items is not None and new_qs.max_items < FindItem.PAGE_SIZE:
            new_qs.page_size = new_qs.max_items
        return islice(new_qs.__iter__(), None, None, s.step)

    def _item_yielder(self, iterable, item_func, id_only_func, changekey_only_func, id_and_changekey_func):
        # Transforms results from the server according to the given transform functions. Makes sure to pass on
        # Exception instances unaltered.
        if self.only_fields:
            has_non_attribute_fields = bool({f for f in self.only_fields if not f.field.is_attribute})
        else:
            has_non_attribute_fields = True
        if not has_non_attribute_fields:
            # _query() will return an iterator of (id, changekey) tuples
            if self._changekey_field not in self.only_fields:
                transform_func = id_only_func
            elif self._id_field not in self.only_fields:
                transform_func = changekey_only_func
            else:
                transform_func = id_and_changekey_func
            for i in iterable:
                if isinstance(i, Exception):
                    yield i
                    continue
                yield transform_func(*i)
            return
        for i in iterable:
            if isinstance(i, Exception):
                yield i
                continue
            yield item_func(i)

    def _as_items(self, iterable):
        from .items import Item

        return self._item_yielder(
            iterable=iterable,
            item_func=lambda i: i,
            id_only_func=lambda item_id, changekey: Item(id=item_id),
            changekey_only_func=lambda item_id, changekey: Item(changekey=changekey),
            id_and_changekey_func=lambda item_id, changekey: Item(id=item_id, changekey=changekey),
        )

    def _as_values(self, iterable):
        if not self.only_fields:
            raise ValueError("values() requires at least one field name")
        return self._item_yielder(
            iterable=iterable,
            item_func=lambda i: {f.path: _get_value_or_default(f, i) for f in self.only_fields},
            id_only_func=lambda item_id, changekey: {"id": item_id},
            changekey_only_func=lambda item_id, changekey: {"changekey": changekey},
            id_and_changekey_func=lambda item_id, changekey: {"id": item_id, "changekey": changekey},
        )

    def _as_values_list(self, iterable):
        if not self.only_fields:
            raise ValueError("values_list() requires at least one field name")
        return self._item_yielder(
            iterable=iterable,
            item_func=lambda i: tuple(_get_value_or_default(f, i) for f in self.only_fields),
            id_only_func=lambda item_id, changekey: (item_id,),
            changekey_only_func=lambda item_id, changekey: (changekey,),
            id_and_changekey_func=lambda item_id, changekey: (item_id, changekey),
        )

    def _as_flat_values_list(self, iterable):
        if not self.only_fields or len(self.only_fields) != 1:
            raise ValueError("flat=True requires exactly one field name")
        return self._item_yielder(
            iterable=iterable,
            item_func=lambda i: _get_value_or_default(self.only_fields[0], i),
            id_only_func=lambda item_id, changekey: item_id,
            changekey_only_func=lambda item_id, changekey: changekey,
            id_and_changekey_func=None,  # Can never be called
        )

    ###############################
    #
    # Methods that support chaining
    #
    ###############################
    # Return copies of self, so this works as expected:
    #
    # foo_qs = my_folder.filter(...)
    # foo_qs.filter(foo='bar')
    # foo_qs.filter(foo='baz')  # Should not be affected by the previous statement
    #
    def all(self):
        """ """
        new_qs = self._copy_self()
        return new_qs

    def none(self):
        """ """
        new_qs = self._copy_self()
        new_qs.q = Q(conn_type=Q.NEVER)
        return new_qs

    def filter(self, *args, **kwargs):
        new_qs = self._copy_self()
        q = Q(*args, **kwargs)
        new_qs.q = new_qs.q & q
        return new_qs

    def exclude(self, *args, **kwargs):
        new_qs = self._copy_self()
        q = ~Q(*args, **kwargs)
        new_qs.q = new_qs.q & q
        return new_qs

    def people(self):
        """Change the queryset to search the folder for Personas instead of Items."""
        new_qs = self._copy_self()
        new_qs.request_type = self.PERSONA
        return new_qs

    def only(self, *args):
        """Fetch only the specified field names. All other item fields will be 'None'."""
        try:
            only_fields = tuple(self._get_field_path(arg) for arg in args)
        except ValueError as e:
            raise ValueError(f"{e.args[0]} in only()")
        new_qs = self._copy_self()
        new_qs.only_fields = only_fields
        return new_qs

    def order_by(self, *args):
        """

        :return: The QuerySet in reverse order. EWS only supports server-side sorting on a single field. Sorting on
          multiple fields is implemented client-side and will therefore make the query greedy.
        """
        try:
            order_fields = tuple(self._get_field_order(arg) for arg in args)
        except ValueError as e:
            raise ValueError(f"{e.args[0]} in order_by()")
        new_qs = self._copy_self()
        new_qs.order_fields = order_fields
        return new_qs

    def reverse(self):
        """Reverses the ordering of the queryset."""
        if not self.order_fields:
            raise ValueError("Reversing only makes sense if there are order_by fields")
        new_qs = self._copy_self()
        for f in new_qs.order_fields:
            f.reverse = not f.reverse
        return new_qs

    def values(self, *args):
        try:
            only_fields = tuple(self._get_field_path(arg) for arg in args)
        except ValueError as e:
            raise ValueError(f"{e.args[0]} in values()")
        new_qs = self._copy_self()
        new_qs.only_fields = only_fields
        new_qs.return_format = self.VALUES
        return new_qs

    def values_list(self, *args, **kwargs):
        """Return the values of the specified field names as a list of lists. If called with flat=True and only one
        field name, returns a list of values.
        """
        flat = kwargs.pop("flat", False)
        if kwargs:
            raise AttributeError(f"Unknown kwargs: {kwargs}")
        if flat and len(args) != 1:
            raise ValueError("flat=True requires exactly one field name")
        try:
            only_fields = tuple(self._get_field_path(arg) for arg in args)
        except ValueError as e:
            raise ValueError(f"{e.args[0]} in values_list()")
        new_qs = self._copy_self()
        new_qs.only_fields = only_fields
        new_qs.return_format = self.FLAT if flat else self.VALUES_LIST
        return new_qs

    def depth(self, depth):
        """Specify the search depth. Possible values are: SHALLOW, ASSOCIATED or DEEP.

        :param depth:
        """
        new_qs = self._copy_self()
        new_qs._depth = depth
        return new_qs

    ###########################
    #
    # Methods that end chaining
    #
    ###########################

    def get(self, *args, **kwargs):
        """Assume the query will return exactly one item. Return that item."""
        if not args and set(kwargs) in ({"id"}, {"id", "changekey"}):
            # We allow calling get(id=..., changekey=...) to get a single item, but only if exactly these two
            # kwargs are present.
            account = self.folder_collection.account
            item_id = self._id_field.field.clean(kwargs["id"], version=account.version)
            changekey = self._changekey_field.field.clean(kwargs.get("changekey"), version=account.version)
            # The folders we're querying may not support all fields
            if self.only_fields is None:
                only_fields = {FieldPath(field=f) for f in self.folder_collection.allowed_item_fields()}
            else:
                only_fields = self.only_fields
            items = list(account.fetch(ids=[(item_id, changekey)], only_fields=only_fields))
        else:
            new_qs = self.filter(*args, **kwargs)
            items = list(new_qs.__iter__())
        if not items:
            raise DoesNotExist()
        if len(items) != 1:
            raise MultipleObjectsReturned()
        item = items[0]
        if isinstance(item, Exception):
            raise item
        return item

    def count(self, page_size=1000):
        """Get the query count, with as little effort as possible

        :param page_size: The number of items to fetch per request. We're only fetching the IDs, so keep it high.
        (Default value = 1000)
        """
        new_qs = self._copy_self()
        new_qs.only_fields = ()
        new_qs.order_fields = None
        new_qs.return_format = self.NONE
        new_qs.page_size = page_size
        # 'chunk_size' not needed since we never need to call GetItem
        return len(list(new_qs.__iter__()))

    def exists(self):
        """Find out if the query contains any hits, with as little effort as possible."""
        new_qs = self._copy_self()
        new_qs.max_items = 1
        return new_qs.count(page_size=1) > 0

    def _id_only_copy_self(self):
        new_qs = self._copy_self()
        new_qs.only_fields = ()
        new_qs.order_fields = None
        new_qs.return_format = self.NONE
        return new_qs

    def delete(self, page_size=1000, chunk_size=100, **delete_kwargs):
        """Delete the items matching the query, with as little effort as possible

        :param page_size: The number of items to fetch per request. We're only fetching the IDs, so keep it high.
        (Default value = 1000)
        :param chunk_size: The number of items to delete per request. (Default value = 100)
        :param delete_kwargs:
        """
        ids = self._id_only_copy_self()
        ids.page_size = page_size
        return self.folder_collection.account.bulk_delete(ids=ids, chunk_size=chunk_size, **delete_kwargs)

    def send(self, page_size=1000, chunk_size=100, **send_kwargs):
        """Send the items matching the query, with as little effort as possible

        :param page_size: The number of items to fetch per request. We're only fetching the IDs, so keep it high.
        (Default value = 1000)
        :param chunk_size: The number of items to send per request. (Default value = 100)
        :param send_kwargs:
        """
        ids = self._id_only_copy_self()
        ids.page_size = page_size
        return self.folder_collection.account.bulk_send(ids=ids, chunk_size=chunk_size, **send_kwargs)

    def copy(self, to_folder, page_size=1000, chunk_size=100, **copy_kwargs):
        """Copy the items matching the query, with as little effort as possible

        :param to_folder:
        :param page_size: The number of items to fetch per request. We're only fetching the IDs, so keep it high.
        (Default value = 1000)
        :param chunk_size: The number of items to copy per request. (Default value = 100)
        :param copy_kwargs:
        """
        ids = self._id_only_copy_self()
        ids.page_size = page_size
        return self.folder_collection.account.bulk_copy(
            ids=ids, to_folder=to_folder, chunk_size=chunk_size, **copy_kwargs
        )

    def move(self, to_folder, page_size=1000, chunk_size=100):
        """Move the items matching the query, with as little effort as possible. 'page_size' is the number of items
        to fetch and move per request. We're only fetching the IDs, so keep it high.

        :param to_folder:
        :param page_size: The number of items to fetch per request. We're only fetching the IDs, so keep it high.
        (Default value = 1000)
        :param chunk_size: The number of items to move per request. (Default value = 100)
        """
        ids = self._id_only_copy_self()
        ids.page_size = page_size
        return self.folder_collection.account.bulk_move(
            ids=ids,
            to_folder=to_folder,
            chunk_size=chunk_size,
        )

    def archive(self, to_folder, page_size=1000, chunk_size=100):
        """Archive the items matching the query, with as little effort as possible. 'page_size' is the number of items
        to fetch and move per request. We're only fetching the IDs, so keep it high.

        :param to_folder:
        :param page_size: The number of items to fetch per request. We're only fetching the IDs, so keep it high.
        (Default value = 1000)
        :param chunk_size: The number of items to archive per request. (Default value = 100)
        """
        ids = self._id_only_copy_self()
        ids.page_size = page_size
        return self.folder_collection.account.bulk_archive(
            ids=ids,
            to_folder=to_folder,
            chunk_size=chunk_size,
        )

    def mark_as_junk(self, page_size=1000, chunk_size=1000, **mark_as_junk_kwargs):
        """Mark the items matching the query as junk, with as little effort as possible. 'page_size' is the number of
        items to fetch and mark per request. We're only fetching the IDs, so keep it high.

        :param page_size: The number of items to fetch per request. We're only fetching the IDs, so keep it high.
        (Default value = 1000)
        :param chunk_size: The number of items to mark as junk per request. (Default value = 100)
        :param mark_as_junk_kwargs:
        """
        ids = self._id_only_copy_self()
        ids.page_size = page_size
        return self.folder_collection.account.bulk_mark_as_junk(ids=ids, chunk_size=chunk_size, **mark_as_junk_kwargs)

    def __str__(self):
        fmt_args = [("q", str(self.q)), ("folders", f"[{', '.join(str(f) for f in self.folder_collection.folders)}]")]
        args_str = ", ".join(f"{k}={v}" for k, v in fmt_args)
        return f"{self.__class__.__name__}({args_str})"

Ancestors

• SearchableMixIn

Class variables

var FLAT

var ITEM

var NONE

var PERSONA

var REQUEST_TYPES

var RETURN_TYPES

var VALUES

var VALUES_LIST

Methods

def archive(self, to_folder, page_size=1000, chunk_size=100)

Archive the items matching the query, with as little effort as possible. 'page_size' is the number of items to fetch and move per request. We're only fetching the IDs, so keep it high.

:param to_folder: :param page_size: The number of items to fetch per request. We're only fetching the IDs, so keep it high. (Default value = 1000) :param chunk_size: The number of items to archive per request. (Default value = 100)

Expand source code

def archive(self, to_folder, page_size=1000, chunk_size=100):
    """Archive the items matching the query, with as little effort as possible. 'page_size' is the number of items
    to fetch and move per request. We're only fetching the IDs, so keep it high.

    :param to_folder:
    :param page_size: The number of items to fetch per request. We're only fetching the IDs, so keep it high.
    (Default value = 1000)
    :param chunk_size: The number of items to archive per request. (Default value = 100)
    """
    ids = self._id_only_copy_self()
    ids.page_size = page_size
    return self.folder_collection.account.bulk_archive(
        ids=ids,
        to_folder=to_folder,
        chunk_size=chunk_size,
    )

def copy(self, to_folder, page_size=1000, chunk_size=100, **copy_kwargs)

Copy the items matching the query, with as little effort as possible

:param to_folder: :param page_size: The number of items to fetch per request. We're only fetching the IDs, so keep it high. (Default value = 1000) :param chunk_size: The number of items to copy per request. (Default value = 100) :param copy_kwargs:

Expand source code

def copy(self, to_folder, page_size=1000, chunk_size=100, **copy_kwargs):
    """Copy the items matching the query, with as little effort as possible

    :param to_folder:
    :param page_size: The number of items to fetch per request. We're only fetching the IDs, so keep it high.
    (Default value = 1000)
    :param chunk_size: The number of items to copy per request. (Default value = 100)
    :param copy_kwargs:
    """
    ids = self._id_only_copy_self()
    ids.page_size = page_size
    return self.folder_collection.account.bulk_copy(
        ids=ids, to_folder=to_folder, chunk_size=chunk_size, **copy_kwargs
    )

def count(self, page_size=1000)

Get the query count, with as little effort as possible

:param page_size: The number of items to fetch per request. We're only fetching the IDs, so keep it high. (Default value = 1000)

Expand source code

def count(self, page_size=1000):
    """Get the query count, with as little effort as possible

    :param page_size: The number of items to fetch per request. We're only fetching the IDs, so keep it high.
    (Default value = 1000)
    """
    new_qs = self._copy_self()
    new_qs.only_fields = ()
    new_qs.order_fields = None
    new_qs.return_format = self.NONE
    new_qs.page_size = page_size
    # 'chunk_size' not needed since we never need to call GetItem
    return len(list(new_qs.__iter__()))

def delete(self, page_size=1000, chunk_size=100, **delete_kwargs)

Delete the items matching the query, with as little effort as possible

:param page_size: The number of items to fetch per request. We're only fetching the IDs, so keep it high. (Default value = 1000) :param chunk_size: The number of items to delete per request. (Default value = 100) :param delete_kwargs:

Expand source code

def delete(self, page_size=1000, chunk_size=100, **delete_kwargs):
    """Delete the items matching the query, with as little effort as possible

    :param page_size: The number of items to fetch per request. We're only fetching the IDs, so keep it high.
    (Default value = 1000)
    :param chunk_size: The number of items to delete per request. (Default value = 100)
    :param delete_kwargs:
    """
    ids = self._id_only_copy_self()
    ids.page_size = page_size
    return self.folder_collection.account.bulk_delete(ids=ids, chunk_size=chunk_size, **delete_kwargs)

def depth(self, depth)

Specify the search depth. Possible values are: SHALLOW, ASSOCIATED or DEEP.

:param depth:

Expand source code

def depth(self, depth):
    """Specify the search depth. Possible values are: SHALLOW, ASSOCIATED or DEEP.

    :param depth:
    """
    new_qs = self._copy_self()
    new_qs._depth = depth
    return new_qs

def exists(self)

Find out if the query contains any hits, with as little effort as possible.

Expand source code

def exists(self):
    """Find out if the query contains any hits, with as little effort as possible."""
    new_qs = self._copy_self()
    new_qs.max_items = 1
    return new_qs.count(page_size=1) > 0

def get(self, *args, **kwargs)

Assume the query will return exactly one item. Return that item.

Expand source code

def get(self, *args, **kwargs):
    """Assume the query will return exactly one item. Return that item."""
    if not args and set(kwargs) in ({"id"}, {"id", "changekey"}):
        # We allow calling get(id=..., changekey=...) to get a single item, but only if exactly these two
        # kwargs are present.
        account = self.folder_collection.account
        item_id = self._id_field.field.clean(kwargs["id"], version=account.version)
        changekey = self._changekey_field.field.clean(kwargs.get("changekey"), version=account.version)
        # The folders we're querying may not support all fields
        if self.only_fields is None:
            only_fields = {FieldPath(field=f) for f in self.folder_collection.allowed_item_fields()}
        else:
            only_fields = self.only_fields
        items = list(account.fetch(ids=[(item_id, changekey)], only_fields=only_fields))
    else:
        new_qs = self.filter(*args, **kwargs)
        items = list(new_qs.__iter__())
    if not items:
        raise DoesNotExist()
    if len(items) != 1:
        raise MultipleObjectsReturned()
    item = items[0]
    if isinstance(item, Exception):
        raise item
    return item

def mark_as_junk(self, page_size=1000, chunk_size=1000, **mark_as_junk_kwargs)

Mark the items matching the query as junk, with as little effort as possible. 'page_size' is the number of items to fetch and mark per request. We're only fetching the IDs, so keep it high.

:param page_size: The number of items to fetch per request. We're only fetching the IDs, so keep it high. (Default value = 1000) :param chunk_size: The number of items to mark as junk per request. (Default value = 100) :param mark_as_junk_kwargs:

Expand source code

def mark_as_junk(self, page_size=1000, chunk_size=1000, **mark_as_junk_kwargs):
    """Mark the items matching the query as junk, with as little effort as possible. 'page_size' is the number of
    items to fetch and mark per request. We're only fetching the IDs, so keep it high.

    :param page_size: The number of items to fetch per request. We're only fetching the IDs, so keep it high.
    (Default value = 1000)
    :param chunk_size: The number of items to mark as junk per request. (Default value = 100)
    :param mark_as_junk_kwargs:
    """
    ids = self._id_only_copy_self()
    ids.page_size = page_size
    return self.folder_collection.account.bulk_mark_as_junk(ids=ids, chunk_size=chunk_size, **mark_as_junk_kwargs)

def move(self, to_folder, page_size=1000, chunk_size=100)

Move the items matching the query, with as little effort as possible. 'page_size' is the number of items to fetch and move per request. We're only fetching the IDs, so keep it high.

:param to_folder: :param page_size: The number of items to fetch per request. We're only fetching the IDs, so keep it high. (Default value = 1000) :param chunk_size: The number of items to move per request. (Default value = 100)

Expand source code

def move(self, to_folder, page_size=1000, chunk_size=100):
    """Move the items matching the query, with as little effort as possible. 'page_size' is the number of items
    to fetch and move per request. We're only fetching the IDs, so keep it high.

    :param to_folder:
    :param page_size: The number of items to fetch per request. We're only fetching the IDs, so keep it high.
    (Default value = 1000)
    :param chunk_size: The number of items to move per request. (Default value = 100)
    """
    ids = self._id_only_copy_self()
    ids.page_size = page_size
    return self.folder_collection.account.bulk_move(
        ids=ids,
        to_folder=to_folder,
        chunk_size=chunk_size,
    )

def only(self, *args)

Fetch only the specified field names. All other item fields will be 'None'.

Expand source code

def only(self, *args):
    """Fetch only the specified field names. All other item fields will be 'None'."""
    try:
        only_fields = tuple(self._get_field_path(arg) for arg in args)
    except ValueError as e:
        raise ValueError(f"{e.args[0]} in only()")
    new_qs = self._copy_self()
    new_qs.only_fields = only_fields
    return new_qs

def order_by(self, *args)

:return: The QuerySet in reverse order. EWS only supports server-side sorting on a single field. Sorting on multiple fields is implemented client-side and will therefore make the query greedy.

Expand source code

def order_by(self, *args):
    """

    :return: The QuerySet in reverse order. EWS only supports server-side sorting on a single field. Sorting on
      multiple fields is implemented client-side and will therefore make the query greedy.
    """
    try:
        order_fields = tuple(self._get_field_order(arg) for arg in args)
    except ValueError as e:
        raise ValueError(f"{e.args[0]} in order_by()")
    new_qs = self._copy_self()
    new_qs.order_fields = order_fields
    return new_qs

def people(self)

Change the queryset to search the folder for Personas instead of Items.

Expand source code

def people(self):
    """Change the queryset to search the folder for Personas instead of Items."""
    new_qs = self._copy_self()
    new_qs.request_type = self.PERSONA
    return new_qs

def reverse(self)

Reverses the ordering of the queryset.

Expand source code

def reverse(self):
    """Reverses the ordering of the queryset."""
    if not self.order_fields:
        raise ValueError("Reversing only makes sense if there are order_by fields")
    new_qs = self._copy_self()
    for f in new_qs.order_fields:
        f.reverse = not f.reverse
    return new_qs

def send(self, page_size=1000, chunk_size=100, **send_kwargs)

Send the items matching the query, with as little effort as possible

:param page_size: The number of items to fetch per request. We're only fetching the IDs, so keep it high. (Default value = 1000) :param chunk_size: The number of items to send per request. (Default value = 100) :param send_kwargs:

Expand source code

def send(self, page_size=1000, chunk_size=100, **send_kwargs):
    """Send the items matching the query, with as little effort as possible

    :param page_size: The number of items to fetch per request. We're only fetching the IDs, so keep it high.
    (Default value = 1000)
    :param chunk_size: The number of items to send per request. (Default value = 100)
    :param send_kwargs:
    """
    ids = self._id_only_copy_self()
    ids.page_size = page_size
    return self.folder_collection.account.bulk_send(ids=ids, chunk_size=chunk_size, **send_kwargs)

def values(self, *args)

Expand source code

def values(self, *args):
    try:
        only_fields = tuple(self._get_field_path(arg) for arg in args)
    except ValueError as e:
        raise ValueError(f"{e.args[0]} in values()")
    new_qs = self._copy_self()
    new_qs.only_fields = only_fields
    new_qs.return_format = self.VALUES
    return new_qs

def values_list(self, *args, **kwargs)

Return the values of the specified field names as a list of lists. If called with flat=True and only one field name, returns a list of values.

Expand source code

def values_list(self, *args, **kwargs):
    """Return the values of the specified field names as a list of lists. If called with flat=True and only one
    field name, returns a list of values.
    """
    flat = kwargs.pop("flat", False)
    if kwargs:
        raise AttributeError(f"Unknown kwargs: {kwargs}")
    if flat and len(args) != 1:
        raise ValueError("flat=True requires exactly one field name")
    try:
        only_fields = tuple(self._get_field_path(arg) for arg in args)
    except ValueError as e:
        raise ValueError(f"{e.args[0]} in values_list()")
    new_qs = self._copy_self()
    new_qs.only_fields = only_fields
    new_qs.return_format = self.FLAT if flat else self.VALUES_LIST
    return new_qs

Inherited members

• SearchableMixIn:
  • all
  • exclude
  • filter
  • none

class SearchableMixIn

Implement a search API for inheritance.

Expand source code

class SearchableMixIn:
    """Implement a search API for inheritance."""

    @abc.abstractmethod
    def get(self, *args, **kwargs):
        """Return a single object"""

    @abc.abstractmethod
    def all(self):
        """Return all objects, unfiltered"""

    @abc.abstractmethod
    def none(self):
        """Return an empty result"""

    @abc.abstractmethod
    def filter(self, *args, **kwargs):
        """Apply filters to a query"""

    @abc.abstractmethod
    def exclude(self, *args, **kwargs):
        """Apply filters to a query"""

    @abc.abstractmethod
    def people(self):
        """Search for personas"""

Subclasses

• BaseFolder
• FolderCollection
• QuerySet

Methods

def all(self)

Return all objects, unfiltered

Expand source code

@abc.abstractmethod
def all(self):
    """Return all objects, unfiltered"""

def exclude(self, *args, **kwargs)

Apply filters to a query

Expand source code

@abc.abstractmethod
def exclude(self, *args, **kwargs):
    """Apply filters to a query"""

def filter(self, *args, **kwargs)

Apply filters to a query

Expand source code

@abc.abstractmethod
def filter(self, *args, **kwargs):
    """Apply filters to a query"""

def get(self, *args, **kwargs)

Return a single object

Expand source code

@abc.abstractmethod
def get(self, *args, **kwargs):
    """Return a single object"""

def none(self)

Return an empty result

Expand source code

@abc.abstractmethod
def none(self):
    """Return an empty result"""

def people(self)

Search for personas

Expand source code

@abc.abstractmethod
def people(self):
    """Search for personas"""