File: //lib64/python2.7/site-packages/pymongo/cursor.py
# Copyright 2009-2012 10gen, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""Cursor class to iterate over Mongo query results."""
import copy
from collections import deque
from bson import RE_TYPE
from bson.code import Code
from bson.son import SON
from pymongo import helpers, message, read_preferences
from pymongo.read_preferences import ReadPreference, secondary_ok_commands
from pymongo.errors import (InvalidOperation,
AutoReconnect)
_QUERY_OPTIONS = {
"tailable_cursor": 2,
"slave_okay": 4,
"oplog_replay": 8,
"no_timeout": 16,
"await_data": 32,
"exhaust": 64,
"partial": 128}
# TODO might be cool to be able to do find().include("foo") or
# find().exclude(["bar", "baz"]) or find().slice("a", 1, 2) as an
# alternative to the fields specifier.
class Cursor(object):
"""A cursor / iterator over Mongo query results.
"""
def __init__(self, collection, spec=None, fields=None, skip=0, limit=0,
timeout=True, snapshot=False, tailable=False, sort=None,
max_scan=None, as_class=None, slave_okay=False,
await_data=False, partial=False, manipulate=True,
read_preference=ReadPreference.PRIMARY, tag_sets=[{}],
secondary_acceptable_latency_ms=None,
_must_use_master=False, _uuid_subtype=None, **kwargs):
"""Create a new cursor.
Should not be called directly by application developers - see
:meth:`~pymongo.collection.Collection.find` instead.
.. mongodoc:: cursors
"""
self.__id = None
if spec is None:
spec = {}
if not isinstance(spec, dict):
raise TypeError("spec must be an instance of dict")
if not isinstance(skip, int):
raise TypeError("skip must be an instance of int")
if not isinstance(limit, int):
raise TypeError("limit must be an instance of int")
if not isinstance(timeout, bool):
raise TypeError("timeout must be an instance of bool")
if not isinstance(snapshot, bool):
raise TypeError("snapshot must be an instance of bool")
if not isinstance(tailable, bool):
raise TypeError("tailable must be an instance of bool")
if not isinstance(slave_okay, bool):
raise TypeError("slave_okay must be an instance of bool")
if not isinstance(await_data, bool):
raise TypeError("await_data must be an instance of bool")
if not isinstance(partial, bool):
raise TypeError("partial must be an instance of bool")
if fields is not None:
if not fields:
fields = {"_id": 1}
if not isinstance(fields, dict):
fields = helpers._fields_list_to_dict(fields)
if as_class is None:
as_class = collection.database.connection.document_class
self.__collection = collection
self.__spec = spec
self.__fields = fields
self.__skip = skip
self.__limit = limit
self.__batch_size = 0
# This is ugly. People want to be able to do cursor[5:5] and
# get an empty result set (old behavior was an
# exception). It's hard to do that right, though, because the
# server uses limit(0) to mean 'no limit'. So we set __empty
# in that case and check for it when iterating. We also unset
# it anytime we change __limit.
self.__empty = False
self.__timeout = timeout
self.__tailable = tailable
self.__await_data = tailable and await_data
self.__partial = partial
self.__snapshot = snapshot
self.__ordering = sort and helpers._index_document(sort) or None
self.__max_scan = max_scan
self.__explain = False
self.__hint = None
self.__as_class = as_class
self.__slave_okay = slave_okay
self.__manipulate = manipulate
self.__read_preference = read_preference
self.__tag_sets = tag_sets
self.__secondary_acceptable_latency_ms = secondary_acceptable_latency_ms
self.__tz_aware = collection.database.connection.tz_aware
self.__must_use_master = _must_use_master
self.__uuid_subtype = _uuid_subtype or collection.uuid_subtype
self.__query_flags = 0
self.__data = deque()
self.__connection_id = None
self.__retrieved = 0
self.__killed = False
# this is for passing network_timeout through if it's specified
# need to use kwargs as None is a legit value for network_timeout
self.__kwargs = kwargs
@property
def collection(self):
"""The :class:`~pymongo.collection.Collection` that this
:class:`Cursor` is iterating.
.. versionadded:: 1.1
"""
return self.__collection
def __del__(self):
if self.__id and not self.__killed:
self.__die()
def rewind(self):
"""Rewind this cursor to its unevaluated state.
Reset this cursor if it has been partially or completely evaluated.
Any options that are present on the cursor will remain in effect.
Future iterating performed on this cursor will cause new queries to
be sent to the server, even if the resultant data has already been
retrieved by this cursor.
"""
self.__data = deque()
self.__id = None
self.__connection_id = None
self.__retrieved = 0
self.__killed = False
return self
def clone(self):
"""Get a clone of this cursor.
Returns a new Cursor instance with options matching those that have
been set on the current instance. The clone will be completely
unevaluated, even if the current instance has been partially or
completely evaluated.
"""
return self.__clone(True)
def __clone(self, deepcopy=True):
clone = Cursor(self.__collection)
values_to_clone = ("spec", "fields", "skip", "limit",
"timeout", "snapshot", "tailable",
"ordering", "explain", "hint", "batch_size",
"max_scan", "as_class", "slave_okay", "await_data",
"partial", "manipulate", "read_preference",
"tag_sets", "secondary_acceptable_latency_ms",
"must_use_master", "uuid_subtype", "query_flags",
"kwargs")
data = dict((k, v) for k, v in self.__dict__.iteritems()
if k.startswith('_Cursor__') and k[9:] in values_to_clone)
if deepcopy:
data = self.__deepcopy(data)
clone.__dict__.update(data)
return clone
def __die(self):
"""Closes this cursor.
"""
if self.__id and not self.__killed:
connection = self.__collection.database.connection
if self.__connection_id is not None:
connection.close_cursor(self.__id, self.__connection_id)
else:
connection.close_cursor(self.__id)
self.__killed = True
def close(self):
"""Explicitly close / kill this cursor. Required for PyPy, Jython and
other Python implementations that don't use reference counting
garbage collection.
"""
self.__die()
def __query_spec(self):
"""Get the spec to use for a query.
"""
operators = {}
if self.__ordering:
operators["$orderby"] = self.__ordering
if self.__explain:
operators["$explain"] = True
if self.__hint:
operators["$hint"] = self.__hint
if self.__snapshot:
operators["$snapshot"] = True
if self.__max_scan:
operators["$maxScan"] = self.__max_scan
# Only set $readPreference if it's something other than
# PRIMARY to avoid problems with mongos versions that
# don't support read preferences.
if (self.__collection.database.connection.is_mongos and
self.__read_preference != ReadPreference.PRIMARY):
has_tags = self.__tag_sets and self.__tag_sets != [{}]
# For maximum backwards compatibility, don't set $readPreference
# for SECONDARY_PREFERRED unless tags are in use. Just rely on
# the slaveOkay bit (set automatically if read preference is not
# PRIMARY), which has the same behavior.
if (self.__read_preference != ReadPreference.SECONDARY_PREFERRED or
has_tags):
read_pref = {
'mode': read_preferences.mongos_mode(self.__read_preference)
}
if has_tags:
read_pref['tags'] = self.__tag_sets
operators['$readPreference'] = read_pref
if operators:
# Make a shallow copy so we can cleanly rewind or clone.
spec = self.__spec.copy()
# Only commands that can be run on secondaries should have any
# operators added to the spec. Command queries can be issued
# by db.command or calling find_one on $cmd directly
if self.collection.name == "$cmd":
# Don't change commands that can't be sent to secondaries
command_name = spec and spec.keys()[0].lower() or ""
if command_name not in secondary_ok_commands:
return spec
elif command_name == 'mapreduce':
# mapreduce shouldn't be changed if its not inline
out = spec.get('out')
if not isinstance(out, dict) or not out.get('inline'):
return spec
# White-listed commands must be wrapped in $query.
if "$query" not in spec:
# $query has to come first
spec = SON([("$query", spec)])
if not isinstance(spec, SON):
# Ensure the spec is SON. As order is important this will
# ensure its set before merging in any extra operators.
spec = SON(spec)
spec.update(operators)
return spec
# Have to wrap with $query if "query" is the first key.
# We can't just use $query anytime "query" is a key as
# that breaks commands like count and find_and_modify.
# Checking spec.keys()[0] covers the case that the spec
# was passed as an instance of SON or OrderedDict.
elif ("query" in self.__spec and
(len(self.__spec) == 1 or self.__spec.keys()[0] == "query")):
return SON({"$query": self.__spec})
return self.__spec
def __query_options(self):
"""Get the query options string to use for this query.
"""
options = self.__query_flags
if self.__tailable:
options |= _QUERY_OPTIONS["tailable_cursor"]
if (self.__slave_okay
or self.__read_preference != ReadPreference.PRIMARY
):
options |= _QUERY_OPTIONS["slave_okay"]
if not self.__timeout:
options |= _QUERY_OPTIONS["no_timeout"]
if self.__await_data:
options |= _QUERY_OPTIONS["await_data"]
if self.__partial:
options |= _QUERY_OPTIONS["partial"]
return options
def __check_okay_to_chain(self):
"""Check if it is okay to chain more options onto this cursor.
"""
if self.__retrieved or self.__id is not None:
raise InvalidOperation("cannot set options after executing query")
def add_option(self, mask):
"""Set arbitary query flags using a bitmask.
To set the tailable flag:
cursor.add_option(2)
"""
if not isinstance(mask, int):
raise TypeError("mask must be an int")
self.__check_okay_to_chain()
self.__query_flags |= mask
return self
def remove_option(self, mask):
"""Unset arbitrary query flags using a bitmask.
To unset the tailable flag:
cursor.remove_option(2)
"""
if not isinstance(mask, int):
raise TypeError("mask must be an int")
self.__check_okay_to_chain()
self.__query_flags &= ~mask
return self
def limit(self, limit):
"""Limits the number of results to be returned by this cursor.
Raises TypeError if limit is not an instance of int. Raises
InvalidOperation if this cursor has already been used. The
last `limit` applied to this cursor takes precedence. A limit
of ``0`` is equivalent to no limit.
:Parameters:
- `limit`: the number of results to return
.. mongodoc:: limit
"""
if not isinstance(limit, int):
raise TypeError("limit must be an int")
self.__check_okay_to_chain()
self.__empty = False
self.__limit = limit
return self
def batch_size(self, batch_size):
"""Limits the number of documents returned in one batch. Each batch
requires a round trip to the server. It can be adjusted to optimize
performance and limit data transfer.
.. note:: batch_size can not override MongoDB's internal limits on the
amount of data it will return to the client in a single batch (i.e
if you set batch size to 1,000,000,000, MongoDB will currently only
return 4-16MB of results per batch).
Raises :class:`TypeError` if `batch_size` is not an instance
of :class:`int`. Raises :class:`ValueError` if `batch_size` is
less than ``0``. Raises
:class:`~pymongo.errors.InvalidOperation` if this
:class:`Cursor` has already been used. The last `batch_size`
applied to this cursor takes precedence.
:Parameters:
- `batch_size`: The size of each batch of results requested.
.. versionadded:: 1.9
"""
if not isinstance(batch_size, int):
raise TypeError("batch_size must be an int")
if batch_size < 0:
raise ValueError("batch_size must be >= 0")
self.__check_okay_to_chain()
self.__batch_size = batch_size == 1 and 2 or batch_size
return self
def skip(self, skip):
"""Skips the first `skip` results of this cursor.
Raises TypeError if skip is not an instance of int. Raises
InvalidOperation if this cursor has already been used. The last `skip`
applied to this cursor takes precedence.
:Parameters:
- `skip`: the number of results to skip
"""
if not isinstance(skip, (int, long)):
raise TypeError("skip must be an int")
self.__check_okay_to_chain()
self.__skip = skip
return self
def __getitem__(self, index):
"""Get a single document or a slice of documents from this cursor.
Raises :class:`~pymongo.errors.InvalidOperation` if this
cursor has already been used.
To get a single document use an integral index, e.g.::
>>> db.test.find()[50]
An :class:`IndexError` will be raised if the index is negative
or greater than the amount of documents in this cursor. Any
limit previously applied to this cursor will be ignored.
To get a slice of documents use a slice index, e.g.::
>>> db.test.find()[20:25]
This will return this cursor with a limit of ``5`` and skip of
``20`` applied. Using a slice index will override any prior
limits or skips applied to this cursor (including those
applied through previous calls to this method). Raises
:class:`IndexError` when the slice has a step, a negative
start value, or a stop value less than or equal to the start
value.
:Parameters:
- `index`: An integer or slice index to be applied to this cursor
"""
self.__check_okay_to_chain()
self.__empty = False
if isinstance(index, slice):
if index.step is not None:
raise IndexError("Cursor instances do not support slice steps")
skip = 0
if index.start is not None:
if index.start < 0:
raise IndexError("Cursor instances do not support"
"negative indices")
skip = index.start
if index.stop is not None:
limit = index.stop - skip
if limit < 0:
raise IndexError("stop index must be greater than start"
"index for slice %r" % index)
if limit == 0:
self.__empty = True
else:
limit = 0
self.__skip = skip
self.__limit = limit
return self
if isinstance(index, (int, long)):
if index < 0:
raise IndexError("Cursor instances do not support negative"
"indices")
clone = self.clone()
clone.skip(index + self.__skip)
clone.limit(-1) # use a hard limit
for doc in clone:
return doc
raise IndexError("no such item for Cursor instance")
raise TypeError("index %r cannot be applied to Cursor "
"instances" % index)
def max_scan(self, max_scan):
"""Limit the number of documents to scan when performing the query.
Raises :class:`~pymongo.errors.InvalidOperation` if this
cursor has already been used. Only the last :meth:`max_scan`
applied to this cursor has any effect.
:Parameters:
- `max_scan`: the maximum number of documents to scan
.. note:: Requires server version **>= 1.5.1**
.. versionadded:: 1.7
"""
self.__check_okay_to_chain()
self.__max_scan = max_scan
return self
def sort(self, key_or_list, direction=None):
"""Sorts this cursor's results.
Takes either a single key and a direction, or a list of (key,
direction) pairs. The key(s) must be an instance of ``(str,
unicode)``, and the direction(s) must be one of
(:data:`~pymongo.ASCENDING`,
:data:`~pymongo.DESCENDING`). Raises
:class:`~pymongo.errors.InvalidOperation` if this cursor has
already been used. Only the last :meth:`sort` applied to this
cursor has any effect.
:Parameters:
- `key_or_list`: a single key or a list of (key, direction)
pairs specifying the keys to sort on
- `direction` (optional): only used if `key_or_list` is a single
key, if not given :data:`~pymongo.ASCENDING` is assumed
"""
self.__check_okay_to_chain()
keys = helpers._index_list(key_or_list, direction)
self.__ordering = helpers._index_document(keys)
return self
def count(self, with_limit_and_skip=False):
"""Get the size of the results set for this query.
Returns the number of documents in the results set for this query. Does
not take :meth:`limit` and :meth:`skip` into account by default - set
`with_limit_and_skip` to ``True`` if that is the desired behavior.
Raises :class:`~pymongo.errors.OperationFailure` on a database error.
With :class:`~pymongo.mongo_replica_set_client.MongoReplicaSetClient`
or :class:`~pymongo.master_slave_connection.MasterSlaveConnection`,
if `read_preference` is not
:attr:`pymongo.read_preferences.ReadPreference.PRIMARY` or
:attr:`pymongo.read_preferences.ReadPreference.PRIMARY_PREFERRED`, or
(deprecated) `slave_okay` is `True`, the count command will be sent to
a secondary or slave.
:Parameters:
- `with_limit_and_skip` (optional): take any :meth:`limit` or
:meth:`skip` that has been applied to this cursor into account when
getting the count
.. note:: The `with_limit_and_skip` parameter requires server
version **>= 1.1.4-**
.. versionadded:: 1.1.1
The `with_limit_and_skip` parameter.
:meth:`~pymongo.cursor.Cursor.__len__` was deprecated in favor of
calling :meth:`count` with `with_limit_and_skip` set to ``True``.
"""
command = {"query": self.__spec, "fields": self.__fields}
command['read_preference'] = self.__read_preference
command['tag_sets'] = self.__tag_sets
command['secondary_acceptable_latency_ms'] = (
self.__secondary_acceptable_latency_ms)
command['slave_okay'] = self.__slave_okay
use_master = not self.__slave_okay and not self.__read_preference
command['_use_master'] = use_master
if with_limit_and_skip:
if self.__limit:
command["limit"] = self.__limit
if self.__skip:
command["skip"] = self.__skip
database = self.__collection.database
r = database.command("count", self.__collection.name,
allowable_errors=["ns missing"],
uuid_subtype=self.__uuid_subtype,
**command)
if r.get("errmsg", "") == "ns missing":
return 0
return int(r["n"])
def distinct(self, key):
"""Get a list of distinct values for `key` among all documents
in the result set of this query.
Raises :class:`TypeError` if `key` is not an instance of
:class:`basestring` (:class:`str` in python 3).
With :class:`~pymongo.mongo_replica_set_client.MongoReplicaSetClient`
or :class:`~pymongo.master_slave_connection.MasterSlaveConnection`,
if `read_preference` is
not :attr:`pymongo.read_preferences.ReadPreference.PRIMARY` or
(deprecated) `slave_okay` is `True` the distinct command will be sent
to a secondary or slave.
:Parameters:
- `key`: name of key for which we want to get the distinct values
.. note:: Requires server version **>= 1.1.3+**
.. seealso:: :meth:`pymongo.collection.Collection.distinct`
.. versionadded:: 1.2
"""
if not isinstance(key, basestring):
raise TypeError("key must be an instance "
"of %s" % (basestring.__name__,))
options = {"key": key}
if self.__spec:
options["query"] = self.__spec
options['read_preference'] = self.__read_preference
options['tag_sets'] = self.__tag_sets
options['secondary_acceptable_latency_ms'] = (
self.__secondary_acceptable_latency_ms)
options['slave_okay'] = self.__slave_okay
use_master = not self.__slave_okay and not self.__read_preference
options['_use_master'] = use_master
database = self.__collection.database
return database.command("distinct",
self.__collection.name,
uuid_subtype=self.__uuid_subtype,
**options)["values"]
def explain(self):
"""Returns an explain plan record for this cursor.
.. mongodoc:: explain
"""
c = self.clone()
c.__explain = True
# always use a hard limit for explains
if c.__limit:
c.__limit = -abs(c.__limit)
return c.next()
def hint(self, index):
"""Adds a 'hint', telling Mongo the proper index to use for the query.
Judicious use of hints can greatly improve query
performance. When doing a query on multiple fields (at least
one of which is indexed) pass the indexed field as a hint to
the query. Hinting will not do anything if the corresponding
index does not exist. Raises
:class:`~pymongo.errors.InvalidOperation` if this cursor has
already been used.
`index` should be an index as passed to
:meth:`~pymongo.collection.Collection.create_index`
(e.g. ``[('field', ASCENDING)]``). If `index`
is ``None`` any existing hints for this query are cleared. The
last hint applied to this cursor takes precedence over all
others.
:Parameters:
- `index`: index to hint on (as an index specifier)
"""
self.__check_okay_to_chain()
if index is None:
self.__hint = None
return self
self.__hint = helpers._index_document(index)
return self
def where(self, code):
"""Adds a $where clause to this query.
The `code` argument must be an instance of :class:`basestring`
(:class:`str` in python 3) or :class:`~bson.code.Code`
containing a JavaScript expression. This expression will be
evaluated for each document scanned. Only those documents
for which the expression evaluates to *true* will be returned
as results. The keyword *this* refers to the object currently
being scanned.
Raises :class:`TypeError` if `code` is not an instance of
:class:`basestring` (:class:`str` in python 3). Raises
:class:`~pymongo.errors.InvalidOperation` if this
:class:`Cursor` has already been used. Only the last call to
:meth:`where` applied to a :class:`Cursor` has any effect.
:Parameters:
- `code`: JavaScript expression to use as a filter
"""
self.__check_okay_to_chain()
if not isinstance(code, Code):
code = Code(code)
self.__spec["$where"] = code
return self
def __send_message(self, message):
"""Send a query or getmore message and handles the response.
"""
db = self.__collection.database
kwargs = {"_must_use_master": self.__must_use_master}
kwargs["read_preference"] = self.__read_preference
kwargs["tag_sets"] = self.__tag_sets
kwargs["secondary_acceptable_latency_ms"] = (
self.__secondary_acceptable_latency_ms)
if self.__connection_id is not None:
kwargs["_connection_to_use"] = self.__connection_id
kwargs.update(self.__kwargs)
try:
response = db.connection._send_message_with_response(message,
**kwargs)
except AutoReconnect:
# Don't try to send kill cursors on another socket
# or to another server. It can cause a _pinValue
# assertion on some server releases if we get here
# due to a socket timeout.
self.__killed = True
raise
if isinstance(response, tuple):
(connection_id, response) = response
else:
connection_id = None
self.__connection_id = connection_id
try:
response = helpers._unpack_response(response, self.__id,
self.__as_class,
self.__tz_aware,
self.__uuid_subtype)
except AutoReconnect:
# Don't send kill cursors to another server after a "not master"
# error. It's completely pointless.
self.__killed = True
db.connection.disconnect()
raise
self.__id = response["cursor_id"]
# starting from doesn't get set on getmore's for tailable cursors
if not self.__tailable:
assert response["starting_from"] == self.__retrieved, (
"Result batch started from %s, expected %s" % (
response['starting_from'], self.__retrieved))
self.__retrieved += response["number_returned"]
self.__data = deque(response["data"])
if self.__limit and self.__id and self.__limit <= self.__retrieved:
self.__die()
def _refresh(self):
"""Refreshes the cursor with more data from Mongo.
Returns the length of self.__data after refresh. Will exit early if
self.__data is already non-empty. Raises OperationFailure when the
cursor cannot be refreshed due to an error on the query.
"""
if len(self.__data) or self.__killed:
return len(self.__data)
if self.__id is None: # Query
ntoreturn = self.__batch_size
if self.__limit:
if self.__batch_size:
ntoreturn = min(self.__limit, self.__batch_size)
else:
ntoreturn = self.__limit
self.__send_message(
message.query(self.__query_options(),
self.__collection.full_name,
self.__skip, ntoreturn,
self.__query_spec(), self.__fields,
self.__uuid_subtype))
if not self.__id:
self.__killed = True
elif self.__id: # Get More
if self.__limit:
limit = self.__limit - self.__retrieved
if self.__batch_size:
limit = min(limit, self.__batch_size)
else:
limit = self.__batch_size
self.__send_message(
message.get_more(self.__collection.full_name,
limit, self.__id))
else: # Cursor id is zero nothing else to return
self.__killed = True
return len(self.__data)
@property
def alive(self):
"""Does this cursor have the potential to return more data?
This is mostly useful with `tailable cursors
<http://www.mongodb.org/display/DOCS/Tailable+Cursors>`_
since they will stop iterating even though they *may* return more
results in the future.
.. versionadded:: 1.5
"""
return bool(len(self.__data) or (not self.__killed))
@property
def cursor_id(self):
"""Returns the id of the cursor
Useful if you need to manage cursor ids and want to handle killing
cursors manually using
:meth:`~pymongo.mongo_client.MongoClient.kill_cursors`
.. versionadded:: 2.2
"""
return self.__id
def __iter__(self):
return self
def next(self):
if self.__empty:
raise StopIteration
db = self.__collection.database
if len(self.__data) or self._refresh():
if self.__manipulate:
return db._fix_outgoing(self.__data.popleft(),
self.__collection)
else:
return self.__data.popleft()
else:
raise StopIteration
def __enter__(self):
return self
def __exit__(self, exc_type, exc_val, exc_tb):
self.__die()
def __copy__(self):
"""Support function for `copy.copy()`.
.. versionadded:: 2.4
"""
return self.__clone(deepcopy=False)
def __deepcopy__(self, memo):
"""Support function for `copy.deepcopy()`.
.. versionadded:: 2.4
"""
return self.__clone(deepcopy=True)
def __deepcopy(self, x, memo=None):
"""Deepcopy helper for the data dictionary or list.
Regular expressions cannot be deep copied but as they are immutable we
don't have to copy them when cloning.
"""
if not hasattr(x, 'items'):
y, is_list, iterator = [], True, enumerate(x)
else:
y, is_list, iterator = {}, False, x.iteritems()
if memo is None:
memo = {}
val_id = id(x)
if val_id in memo:
return memo.get(val_id)
memo[val_id] = y
for key, value in iterator:
if isinstance(value, (dict, list)) and not isinstance(value, SON):
value = self.__deepcopy(value, memo)
elif not isinstance(value, RE_TYPE):
value = copy.deepcopy(value, memo)
if is_list:
y.append(value)
else:
if not isinstance(key, RE_TYPE):
key = copy.deepcopy(key, memo)
y[key] = value
return y