/usr/lib/python3/dist-packages/pymongo/collection.py is in python3-pymongo 2.6.3-1build1.
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#
# 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.
"""Collection level utilities for Mongo."""
import warnings
from bson.binary import ALL_UUID_SUBTYPES, OLD_UUID_SUBTYPE
from bson.code import Code
from bson.son import SON
from pymongo import (common,
helpers,
message)
from pymongo.cursor import Cursor
from pymongo.errors import ConfigurationError, InvalidName
try:
from collections import OrderedDict
ordered_types = (SON, OrderedDict)
except ImportError:
ordered_types = SON
def _gen_index_name(keys):
"""Generate an index name from the set of fields it is over.
"""
return "_".join(["%s_%s" % item for item in keys])
class Collection(common.BaseObject):
"""A Mongo collection.
"""
def __init__(self, database, name, create=False, **kwargs):
"""Get / create a Mongo collection.
Raises :class:`TypeError` if `name` is not an instance of
:class:`basestring` (:class:`str` in python 3). Raises
:class:`~pymongo.errors.InvalidName` if `name` is not a valid
collection name. Any additional keyword arguments will be used
as options passed to the create command. See
:meth:`~pymongo.database.Database.create_collection` for valid
options.
If `create` is ``True`` or additional keyword arguments are
present a create command will be sent. Otherwise, a create
command will not be sent and the collection will be created
implicitly on first use.
:Parameters:
- `database`: the database to get a collection from
- `name`: the name of the collection to get
- `create` (optional): if ``True``, force collection
creation even without options being set
- `**kwargs` (optional): additional keyword arguments will
be passed as options for the create collection command
.. versionchanged:: 2.2
Removed deprecated argument: options
.. versionadded:: 2.1
uuid_subtype attribute
.. versionchanged:: 1.5
deprecating `options` in favor of kwargs
.. versionadded:: 1.5
the `create` parameter
.. mongodoc:: collections
"""
super(Collection, self).__init__(
slave_okay=database.slave_okay,
read_preference=database.read_preference,
tag_sets=database.tag_sets,
secondary_acceptable_latency_ms=(
database.secondary_acceptable_latency_ms),
safe=database.safe,
**database.write_concern)
if not isinstance(name, str):
raise TypeError("name must be an instance "
"of %s" % (str.__name__,))
if not name or ".." in name:
raise InvalidName("collection names cannot be empty")
if "$" in name and not (name.startswith("oplog.$main") or
name.startswith("$cmd")):
raise InvalidName("collection names must not "
"contain '$': %r" % name)
if name[0] == "." or name[-1] == ".":
raise InvalidName("collection names must not start "
"or end with '.': %r" % name)
if "\x00" in name:
raise InvalidName("collection names must not contain the "
"null character")
self.__database = database
self.__name = str(name)
self.__uuid_subtype = OLD_UUID_SUBTYPE
self.__full_name = "%s.%s" % (self.__database.name, self.__name)
if create or kwargs:
self.__create(kwargs)
def __create(self, options):
"""Sends a create command with the given options.
"""
if options:
if "size" in options:
options["size"] = float(options["size"])
self.__database.command("create", self.__name, **options)
else:
self.__database.command("create", self.__name)
def __getattr__(self, name):
"""Get a sub-collection of this collection by name.
Raises InvalidName if an invalid collection name is used.
:Parameters:
- `name`: the name of the collection to get
"""
return Collection(self.__database, "%s.%s" % (self.__name, name))
def __getitem__(self, name):
return self.__getattr__(name)
def __repr__(self):
return "Collection(%r, %r)" % (self.__database, self.__name)
def __eq__(self, other):
if isinstance(other, Collection):
us = (self.__database, self.__name)
them = (other.__database, other.__name)
return us == them
return NotImplemented
def __ne__(self, other):
return not self == other
@property
def full_name(self):
"""The full name of this :class:`Collection`.
The full name is of the form `database_name.collection_name`.
.. versionchanged:: 1.3
``full_name`` is now a property rather than a method.
"""
return self.__full_name
@property
def name(self):
"""The name of this :class:`Collection`.
.. versionchanged:: 1.3
``name`` is now a property rather than a method.
"""
return self.__name
@property
def database(self):
"""The :class:`~pymongo.database.Database` that this
:class:`Collection` is a part of.
.. versionchanged:: 1.3
``database`` is now a property rather than a method.
"""
return self.__database
def __get_uuid_subtype(self):
return self.__uuid_subtype
def __set_uuid_subtype(self, subtype):
if subtype not in ALL_UUID_SUBTYPES:
raise ConfigurationError("Not a valid setting for uuid_subtype.")
self.__uuid_subtype = subtype
uuid_subtype = property(__get_uuid_subtype, __set_uuid_subtype,
doc="""This attribute specifies which BSON Binary
subtype is used when storing UUIDs. Historically
UUIDs have been stored as BSON Binary subtype 3.
This attribute is used to switch to the newer BSON
binary subtype 4. It can also be used to force
legacy byte order and subtype compatibility with
the Java and C# drivers. See the
:mod:`bson.binary` module for all options.""")
def save(self, to_save, manipulate=True,
safe=None, check_keys=True, **kwargs):
"""Save a document in this collection.
If `to_save` already has an ``"_id"`` then an :meth:`update`
(upsert) operation is performed and any existing document with
that ``"_id"`` is overwritten. Otherwise an :meth:`insert`
operation is performed. In this case if `manipulate` is ``True``
an ``"_id"`` will be added to `to_save` and this method returns
the ``"_id"`` of the saved document. If `manipulate` is ``False``
the ``"_id"`` will be added by the server but this method will
return ``None``.
Raises :class:`TypeError` if `to_save` is not an instance of
:class:`dict`.
Write concern options can be passed as keyword arguments, overriding
any global defaults. Valid options include w=<int/string>,
wtimeout=<int>, j=<bool>, or fsync=<bool>. See the parameter list below
for a detailed explanation of these options.
By default an acknowledgment is requested from the server that the
save was successful, raising :class:`~pymongo.errors.OperationFailure`
if an error occurred. **Passing ``w=0`` disables write acknowledgement
and all other write concern options.**
:Parameters:
- `to_save`: the document to be saved
- `manipulate` (optional): manipulate the document before
saving it?
- `safe` (optional): **DEPRECATED** - Use `w` instead.
- `check_keys` (optional): check if keys start with '$' or
contain '.', raising :class:`~pymongo.errors.InvalidName`
in either case.
- `w` (optional): (integer or string) If this is a replica set, write
operations will block until they have been replicated to the
specified number or tagged set of servers. `w=<int>` always includes
the replica set primary (e.g. w=3 means write to the primary and wait
until replicated to **two** secondaries). **Passing w=0 disables
write acknowledgement and all other write concern options.**
- `wtimeout` (optional): (integer) Used in conjunction with `w`.
Specify a value in milliseconds to control how long to wait for
write propagation to complete. If replication does not complete in
the given timeframe, a timeout exception is raised.
- `j` (optional): If ``True`` block until write operations have been
committed to the journal. Ignored if the server is running without
journaling.
- `fsync` (optional): If ``True`` force the database to fsync all
files before returning. When used with `j` the server awaits the
next group commit before returning.
:Returns:
- The ``'_id'`` value of `to_save` or ``[None]`` if `manipulate` is
``False`` and `to_save` has no '_id' field.
.. versionadded:: 1.8
Support for passing `getLastError` options as keyword
arguments.
.. mongodoc:: insert
"""
if not isinstance(to_save, dict):
raise TypeError("cannot save object of type %s" % type(to_save))
if "_id" not in to_save:
return self.insert(to_save, manipulate, safe, check_keys, **kwargs)
else:
self.update({"_id": to_save["_id"]}, to_save, True,
manipulate, safe, check_keys=check_keys, **kwargs)
return to_save.get("_id", None)
def insert(self, doc_or_docs, manipulate=True,
safe=None, check_keys=True, continue_on_error=False, **kwargs):
"""Insert a document(s) into this collection.
If `manipulate` is ``True``, the document(s) are manipulated using
any :class:`~pymongo.son_manipulator.SONManipulator` instances
that have been added to this :class:`~pymongo.database.Database`.
In this case an ``"_id"`` will be added if the document(s) does
not already contain one and the ``"id"`` (or list of ``"_id"``
values for more than one document) will be returned.
If `manipulate` is ``False`` and the document(s) does not include
an ``"_id"`` one will be added by the server. The server
does not return the ``"_id"`` it created so ``None`` is returned.
Write concern options can be passed as keyword arguments, overriding
any global defaults. Valid options include w=<int/string>,
wtimeout=<int>, j=<bool>, or fsync=<bool>. See the parameter list below
for a detailed explanation of these options.
By default an acknowledgment is requested from the server that the
insert was successful, raising :class:`~pymongo.errors.OperationFailure`
if an error occurred. **Passing ``w=0`` disables write acknowledgement
and all other write concern options.**
:Parameters:
- `doc_or_docs`: a document or list of documents to be
inserted
- `manipulate` (optional): If ``True`` manipulate the documents
before inserting.
- `safe` (optional): **DEPRECATED** - Use `w` instead.
- `check_keys` (optional): If ``True`` check if keys start with '$'
or contain '.', raising :class:`~pymongo.errors.InvalidName` in
either case.
- `continue_on_error` (optional): If ``True``, the database will not
stop processing a bulk insert if one fails (e.g. due to duplicate
IDs). This makes bulk insert behave similarly to a series of single
inserts, except lastError will be set if any insert fails, not just
the last one. If multiple errors occur, only the most recent will
be reported by :meth:`~pymongo.database.Database.error`.
- `w` (optional): (integer or string) If this is a replica set, write
operations will block until they have been replicated to the
specified number or tagged set of servers. `w=<int>` always includes
the replica set primary (e.g. w=3 means write to the primary and wait
until replicated to **two** secondaries). **Passing w=0 disables
write acknowledgement and all other write concern options.**
- `wtimeout` (optional): (integer) Used in conjunction with `w`.
Specify a value in milliseconds to control how long to wait for
write propagation to complete. If replication does not complete in
the given timeframe, a timeout exception is raised.
- `j` (optional): If ``True`` block until write operations have been
committed to the journal. Ignored if the server is running without
journaling.
- `fsync` (optional): If ``True`` force the database to fsync all
files before returning. When used with `j` the server awaits the
next group commit before returning.
:Returns:
- The ``'_id'`` value (or list of '_id' values) of `doc_or_docs` or
``[None]`` if manipulate is ``False`` and the documents passed
as `doc_or_docs` do not include an '_id' field.
.. note:: `continue_on_error` requires server version **>= 1.9.1**
.. versionadded:: 2.1
Support for continue_on_error.
.. versionadded:: 1.8
Support for passing `getLastError` options as keyword
arguments.
.. versionchanged:: 1.1
Bulk insert works with any iterable
.. mongodoc:: insert
"""
# Batch inserts require us to know the connected master's
# max_bson_size and max_message_size. We have to be connected
# to a master to know that.
self.database.connection._ensure_connected(True)
docs = doc_or_docs
return_one = False
if isinstance(docs, dict):
return_one = True
docs = [docs]
if manipulate:
docs = [self.__database._fix_incoming(doc, self) for doc in docs]
safe, options = self._get_write_mode(safe, **kwargs)
message._do_batched_insert(self.__full_name, docs,
check_keys, safe, options,
continue_on_error, self.__uuid_subtype,
self.database.connection)
ids = [doc.get("_id", None) for doc in docs]
if return_one:
return ids[0]
else:
return ids
def update(self, spec, document, upsert=False, manipulate=False,
safe=None, multi=False, check_keys=True, **kwargs):
"""Update a document(s) in this collection.
Raises :class:`TypeError` if either `spec` or `document` is
not an instance of ``dict`` or `upsert` is not an instance of
``bool``.
Write concern options can be passed as keyword arguments, overriding
any global defaults. Valid options include w=<int/string>,
wtimeout=<int>, j=<bool>, or fsync=<bool>. See the parameter list below
for a detailed explanation of these options.
By default an acknowledgment is requested from the server that the
update was successful, raising :class:`~pymongo.errors.OperationFailure`
if an error occurred. **Passing ``w=0`` disables write acknowledgement
and all other write concern options.**
There are many useful `update modifiers`_ which can be used
when performing updates. For example, here we use the
``"$set"`` modifier to modify some fields in a matching
document:
.. doctest::
>>> db.test.insert({"x": "y", "a": "b"})
ObjectId('...')
>>> list(db.test.find())
[{u'a': u'b', u'x': u'y', u'_id': ObjectId('...')}]
>>> db.test.update({"x": "y"}, {"$set": {"a": "c"}})
{...}
>>> list(db.test.find())
[{u'a': u'c', u'x': u'y', u'_id': ObjectId('...')}]
:Parameters:
- `spec`: a ``dict`` or :class:`~bson.son.SON` instance
specifying elements which must be present for a document
to be updated
- `document`: a ``dict`` or :class:`~bson.son.SON`
instance specifying the document to be used for the update
or (in the case of an upsert) insert - see docs on MongoDB
`update modifiers`_
- `upsert` (optional): perform an upsert if ``True``
- `manipulate` (optional): manipulate the document before
updating? If ``True`` all instances of
:mod:`~pymongo.son_manipulator.SONManipulator` added to
this :class:`~pymongo.database.Database` will be applied
to the document before performing the update.
- `check_keys` (optional): check if keys in `document` start
with '$' or contain '.', raising
:class:`~pymongo.errors.InvalidName`. Only applies to
document replacement, not modification through $
operators.
- `safe` (optional): **DEPRECATED** - Use `w` instead.
- `multi` (optional): update all documents that match
`spec`, rather than just the first matching document. The
default value for `multi` is currently ``False``, but this
might eventually change to ``True``. It is recommended
that you specify this argument explicitly for all update
operations in order to prepare your code for that change.
- `w` (optional): (integer or string) If this is a replica set, write
operations will block until they have been replicated to the
specified number or tagged set of servers. `w=<int>` always includes
the replica set primary (e.g. w=3 means write to the primary and wait
until replicated to **two** secondaries). **Passing w=0 disables
write acknowledgement and all other write concern options.**
- `wtimeout` (optional): (integer) Used in conjunction with `w`.
Specify a value in milliseconds to control how long to wait for
write propagation to complete. If replication does not complete in
the given timeframe, a timeout exception is raised.
- `j` (optional): If ``True`` block until write operations have been
committed to the journal. Ignored if the server is running without
journaling.
- `fsync` (optional): If ``True`` force the database to fsync all
files before returning. When used with `j` the server awaits the
next group commit before returning.
:Returns:
- A document (dict) describing the effect of the update or ``None``
if write acknowledgement is disabled.
.. versionadded:: 1.8
Support for passing `getLastError` options as keyword
arguments.
.. versionchanged:: 1.4
Return the response to *lastError* if `safe` is ``True``.
.. versionadded:: 1.1.1
The `multi` parameter.
.. _update modifiers: http://www.mongodb.org/display/DOCS/Updating
.. mongodoc:: update
"""
if not isinstance(spec, dict):
raise TypeError("spec must be an instance of dict")
if not isinstance(document, dict):
raise TypeError("document must be an instance of dict")
if not isinstance(upsert, bool):
raise TypeError("upsert must be an instance of bool")
if manipulate:
document = self.__database._fix_incoming(document, self)
safe, options = self._get_write_mode(safe, **kwargs)
if document:
# If a top level key begins with '$' this is a modify operation
# and we should skip key validation. It doesn't matter which key
# we check here. Passing a document with a mix of top level keys
# starting with and without a '$' is invalid and the server will
# raise an appropriate exception.
first = next((iter(document.keys())))
if first.startswith('$'):
check_keys = False
return self.__database.connection._send_message(
message.update(self.__full_name, upsert, multi,
spec, document, safe, options,
check_keys, self.__uuid_subtype), safe)
def drop(self):
"""Alias for :meth:`~pymongo.database.Database.drop_collection`.
The following two calls are equivalent:
>>> db.foo.drop()
>>> db.drop_collection("foo")
.. versionadded:: 1.8
"""
self.__database.drop_collection(self.__name)
def remove(self, spec_or_id=None, safe=None, **kwargs):
"""Remove a document(s) from this collection.
.. warning:: Calls to :meth:`remove` should be performed with
care, as removed data cannot be restored.
If `spec_or_id` is ``None``, all documents in this collection
will be removed. This is not equivalent to calling
:meth:`~pymongo.database.Database.drop_collection`, however,
as indexes will not be removed.
Write concern options can be passed as keyword arguments, overriding
any global defaults. Valid options include w=<int/string>,
wtimeout=<int>, j=<bool>, or fsync=<bool>. See the parameter list below
for a detailed explanation of these options.
By default an acknowledgment is requested from the server that the
remove was successful, raising :class:`~pymongo.errors.OperationFailure`
if an error occurred. **Passing ``w=0`` disables write acknowledgement
and all other write concern options.**
:Parameters:
- `spec_or_id` (optional): a dictionary specifying the
documents to be removed OR any other type specifying the
value of ``"_id"`` for the document to be removed
- `safe` (optional): **DEPRECATED** - Use `w` instead.
- `w` (optional): (integer or string) If this is a replica set, write
operations will block until they have been replicated to the
specified number or tagged set of servers. `w=<int>` always includes
the replica set primary (e.g. w=3 means write to the primary and wait
until replicated to **two** secondaries). **Passing w=0 disables
write acknowledgement and all other write concern options.**
- `wtimeout` (optional): (integer) Used in conjunction with `w`.
Specify a value in milliseconds to control how long to wait for
write propagation to complete. If replication does not complete in
the given timeframe, a timeout exception is raised.
- `j` (optional): If ``True`` block until write operations have been
committed to the journal. Ignored if the server is running without
journaling.
- `fsync` (optional): If ``True`` force the database to fsync all
files before returning. When used with `j` the server awaits the
next group commit before returning.
:Returns:
- A document (dict) describing the effect of the remove or ``None``
if write acknowledgement is disabled.
.. versionadded:: 1.8
Support for passing `getLastError` options as keyword arguments.
.. versionchanged:: 1.7 Accept any type other than a ``dict``
instance for removal by ``"_id"``, not just
:class:`~bson.objectid.ObjectId` instances.
.. versionchanged:: 1.4
Return the response to *lastError* if `safe` is ``True``.
.. versionchanged:: 1.2
The `spec_or_id` parameter is now optional. If it is
not specified *all* documents in the collection will be
removed.
.. versionadded:: 1.1
The `safe` parameter.
.. mongodoc:: remove
"""
if spec_or_id is None:
spec_or_id = {}
if not isinstance(spec_or_id, dict):
spec_or_id = {"_id": spec_or_id}
safe, options = self._get_write_mode(safe, **kwargs)
return self.__database.connection._send_message(
message.delete(self.__full_name, spec_or_id, safe,
options, self.__uuid_subtype), safe)
def find_one(self, spec_or_id=None, *args, **kwargs):
"""Get a single document from the database.
All arguments to :meth:`find` are also valid arguments for
:meth:`find_one`, although any `limit` argument will be
ignored. Returns a single document, or ``None`` if no matching
document is found.
:Parameters:
- `spec_or_id` (optional): a dictionary specifying
the query to be performed OR any other type to be used as
the value for a query for ``"_id"``.
- `*args` (optional): any additional positional arguments
are the same as the arguments to :meth:`find`.
- `**kwargs` (optional): any additional keyword arguments
are the same as the arguments to :meth:`find`.
.. versionchanged:: 1.7
Allow passing any of the arguments that are valid for
:meth:`find`.
.. versionchanged:: 1.7 Accept any type other than a ``dict``
instance as an ``"_id"`` query, not just
:class:`~bson.objectid.ObjectId` instances.
"""
if spec_or_id is not None and not isinstance(spec_or_id, dict):
spec_or_id = {"_id": spec_or_id}
for result in self.find(spec_or_id, *args, **kwargs).limit(-1):
return result
return None
def find(self, *args, **kwargs):
"""Query the database.
The `spec` argument is a prototype document that all results
must match. For example:
>>> db.test.find({"hello": "world"})
only matches documents that have a key "hello" with value
"world". Matches can have other keys *in addition* to
"hello". The `fields` argument is used to specify a subset of
fields that should be included in the result documents. By
limiting results to a certain subset of fields you can cut
down on network traffic and decoding time.
Raises :class:`TypeError` if any of the arguments are of
improper type. Returns an instance of
:class:`~pymongo.cursor.Cursor` corresponding to this query.
:Parameters:
- `spec` (optional): a SON object specifying elements which
must be present for a document to be included in the
result set
- `fields` (optional): a list of field names that should be
returned in the result set or a dict specifying the fields
to include or exclude. If `fields` is a list "_id" will
always be returned. Use a dict to exclude fields from
the result (e.g. fields={'_id': False}).
- `skip` (optional): the number of documents to omit (from
the start of the result set) when returning the results
- `limit` (optional): the maximum number of results to
return
- `timeout` (optional): if True (the default), any returned
cursor is closed by the server after 10 minutes of
inactivity. If set to False, the returned cursor will never
time out on the server. Care should be taken to ensure that
cursors with timeout turned off are properly closed.
- `snapshot` (optional): if True, snapshot mode will be used
for this query. Snapshot mode assures no duplicates are
returned, or objects missed, which were present at both
the start and end of the query's execution. For details,
see the `snapshot documentation
<http://dochub.mongodb.org/core/snapshot>`_.
- `tailable` (optional): the result of this find call will
be a tailable cursor - tailable cursors aren't closed when
the last data is retrieved but are kept open and the
cursors location marks the final document's position. if
more data is received iteration of the cursor will
continue from the last document received. For details, see
the `tailable cursor documentation
<http://www.mongodb.org/display/DOCS/Tailable+Cursors>`_.
- `sort` (optional): a list of (key, direction) pairs
specifying the sort order for this query. See
:meth:`~pymongo.cursor.Cursor.sort` for details.
- `max_scan` (optional): limit the number of documents
examined when performing the query
- `as_class` (optional): class to use for documents in the
query result (default is
:attr:`~pymongo.mongo_client.MongoClient.document_class`)
- `slave_okay` (optional): if True, allows this query to
be run against a replica secondary.
- `await_data` (optional): if True, the server will block for
some extra time before returning, waiting for more data to
return. Ignored if `tailable` is False.
- `partial` (optional): if True, mongos will return partial
results if some shards are down instead of returning an error.
- `manipulate`: (optional): If True (the default), apply any
outgoing SON manipulators before returning.
- `network_timeout` (optional): specify a timeout to use for
this query, which will override the
:class:`~pymongo.mongo_client.MongoClient`-level default
- `read_preference` (optional): The read preference for
this query.
- `tag_sets` (optional): The tag sets for this query.
- `secondary_acceptable_latency_ms` (optional): Any replica-set
member whose ping time is within secondary_acceptable_latency_ms of
the nearest member may accept reads. Default 15 milliseconds.
**Ignored by mongos** and must be configured on the command line.
See the localThreshold_ option for more information.
- `exhaust` (optional): If ``True`` create an "exhaust" cursor.
MongoDB will stream batched results to the client without waiting
for the client to request each batch, reducing latency.
.. note:: There are a number of caveats to using the `exhaust`
parameter:
1. The `exhaust` and `limit` options are incompatible and can
not be used together.
2. The `exhaust` option is not supported by mongos and can not be
used with a sharded cluster.
3. A :class:`~pymongo.cursor.Cursor` instance created with the
`exhaust` option requires an exclusive :class:`~socket.socket`
connection to MongoDB. If the :class:`~pymongo.cursor.Cursor` is
discarded without being completely iterated the underlying
:class:`~socket.socket` connection will be closed and discarded
without being returned to the connection pool.
4. A :class:`~pymongo.cursor.Cursor` instance created with the
`exhaust` option in a :doc:`request </examples/requests>` **must**
be completely iterated before executing any other operation.
5. The `network_timeout` option is ignored when using the
`exhaust` option.
.. note:: The `manipulate` parameter may default to False in
a future release.
.. note:: The `max_scan` parameter requires server
version **>= 1.5.1**
.. versionadded:: 2.3
The `tag_sets` and `secondary_acceptable_latency_ms` parameters.
.. versionadded:: 1.11+
The `await_data`, `partial`, and `manipulate` parameters.
.. versionadded:: 1.8
The `network_timeout` parameter.
.. versionadded:: 1.7
The `sort`, `max_scan` and `as_class` parameters.
.. versionchanged:: 1.7
The `fields` parameter can now be a dict or any iterable in
addition to a list.
.. versionadded:: 1.1
The `tailable` parameter.
.. mongodoc:: find
.. _localThreshold: http://docs.mongodb.org/manual/reference/mongos/#cmdoption-mongos--localThreshold
"""
if not 'slave_okay' in kwargs:
kwargs['slave_okay'] = self.slave_okay
if not 'read_preference' in kwargs:
kwargs['read_preference'] = self.read_preference
if not 'tag_sets' in kwargs:
kwargs['tag_sets'] = self.tag_sets
if not 'secondary_acceptable_latency_ms' in kwargs:
kwargs['secondary_acceptable_latency_ms'] = (
self.secondary_acceptable_latency_ms)
return Cursor(self, *args, **kwargs)
def count(self):
"""Get the number of documents in this collection.
To get the number of documents matching a specific query use
:meth:`pymongo.cursor.Cursor.count`.
"""
return self.find().count()
def create_index(self, key_or_list, cache_for=300, **kwargs):
"""Creates an index on this collection.
Takes either a single key or a list of (key, direction) pairs.
The key(s) must be an instance of :class:`basestring`
(:class:`str` in python 3), and the directions must be one of
(:data:`~pymongo.ASCENDING`, :data:`~pymongo.DESCENDING`,
:data:`~pymongo.GEO2D`). Returns the name of the created index.
To create a single key index on the key ``'mike'`` we just use
a string argument:
>>> my_collection.create_index("mike")
For a compound index on ``'mike'`` descending and ``'eliot'``
ascending we need to use a list of tuples:
>>> my_collection.create_index([("mike", pymongo.DESCENDING),
... ("eliot", pymongo.ASCENDING)])
All optional index creation parameters should be passed as
keyword arguments to this method. Valid options include:
- `name`: custom name to use for this index - if none is
given, a name will be generated
- `unique`: should this index guarantee uniqueness?
- `dropDups` or `drop_dups`: should we drop duplicates
- `background`: if this index should be created in the
background
- `sparse`: if True, omit from the index any documents that lack
the indexed field
- `bucketSize` or `bucket_size`: for use with geoHaystack indexes.
Number of documents to group together within a certain proximity
to a given longitude and latitude.
- `min`: minimum value for keys in a :data:`~pymongo.GEO2D`
index
- `max`: maximum value for keys in a :data:`~pymongo.GEO2D`
index
- `expireAfterSeconds`: <int> Used to create an expiring (TTL)
collection. MongoDB will automatically delete documents from
this collection after <int> seconds. The indexed field must
be a UTC datetime or the data will not expire.
.. note:: `expireAfterSeconds` requires server version **>= 2.1.2**
:Parameters:
- `key_or_list`: a single key or a list of (key, direction)
pairs specifying the index to create
- `cache_for` (optional): time window (in seconds) during which
this index will be recognized by subsequent calls to
:meth:`ensure_index` - see documentation for
:meth:`ensure_index` for details
- `**kwargs` (optional): any additional index creation
options (see the above list) should be passed as keyword
arguments
- `ttl` (deprecated): Use `cache_for` instead.
.. versionchanged:: 2.3
The `ttl` parameter has been deprecated to avoid confusion with
TTL collections. Use `cache_for` instead.
.. versionchanged:: 2.2
Removed deprecated argument: deprecated_unique
.. versionchanged:: 1.5.1
Accept kwargs to support all index creation options.
.. versionadded:: 1.5
The `name` parameter.
.. seealso:: :meth:`ensure_index`
.. mongodoc:: indexes
"""
if 'ttl' in kwargs:
cache_for = kwargs.pop('ttl')
warnings.warn("ttl is deprecated. Please use cache_for instead.",
DeprecationWarning, stacklevel=2)
# The types supported by datetime.timedelta. 2to3 removes long.
if not isinstance(cache_for, (int, float)):
raise TypeError("cache_for must be an integer or float.")
keys = helpers._index_list(key_or_list)
index_doc = helpers._index_document(keys)
index = {"key": index_doc, "ns": self.__full_name}
name = "name" in kwargs and kwargs["name"] or _gen_index_name(keys)
index["name"] = name
if "drop_dups" in kwargs:
kwargs["dropDups"] = kwargs.pop("drop_dups")
if "bucket_size" in kwargs:
kwargs["bucketSize"] = kwargs.pop("bucket_size")
index.update(kwargs)
self.__database.system.indexes.insert(index, manipulate=False,
check_keys=False,
**self._get_wc_override())
self.__database.connection._cache_index(self.__database.name,
self.__name, name, cache_for)
return name
def ensure_index(self, key_or_list, cache_for=300, **kwargs):
"""Ensures that an index exists on this collection.
Takes either a single key or a list of (key, direction) pairs.
The key(s) must be an instance of :class:`basestring`
(:class:`str` in python 3), and the direction(s) must be one of
(:data:`~pymongo.ASCENDING`, :data:`~pymongo.DESCENDING`,
:data:`~pymongo.GEO2D`). See :meth:`create_index` for a detailed
example.
Unlike :meth:`create_index`, which attempts to create an index
unconditionally, :meth:`ensure_index` takes advantage of some
caching within the driver such that it only attempts to create
indexes that might not already exist. When an index is created
(or ensured) by PyMongo it is "remembered" for `cache_for`
seconds. Repeated calls to :meth:`ensure_index` within that
time limit will be lightweight - they will not attempt to
actually create the index.
Care must be taken when the database is being accessed through
multiple clients at once. If an index is created using
this client and deleted using another, any call to
:meth:`ensure_index` within the cache window will fail to
re-create the missing index.
Returns the name of the created index if an index is actually
created. Returns ``None`` if the index already exists.
All optional index creation parameters should be passed as
keyword arguments to this method. Valid options include:
- `name`: custom name to use for this index - if none is
given, a name will be generated
- `unique`: should this index guarantee uniqueness?
- `dropDups` or `drop_dups`: should we drop duplicates
during index creation when creating a unique index?
- `background`: if this index should be created in the
background
- `sparse`: if True, omit from the index any documents that lack
the indexed field
- `bucketSize` or `bucket_size`: for use with geoHaystack indexes.
Number of documents to group together within a certain proximity
to a given longitude and latitude.
- `min`: minimum value for keys in a :data:`~pymongo.GEO2D`
index
- `max`: maximum value for keys in a :data:`~pymongo.GEO2D`
index
- `expireAfterSeconds`: <int> Used to create an expiring (TTL)
collection. MongoDB will automatically delete documents from
this collection after <int> seconds. The indexed field must
be a UTC datetime or the data will not expire.
.. note:: `expireAfterSeconds` requires server version **>= 2.1.2**
:Parameters:
- `key_or_list`: a single key or a list of (key, direction)
pairs specifying the index to create
- `cache_for` (optional): time window (in seconds) during which
this index will be recognized by subsequent calls to
:meth:`ensure_index`
- `**kwargs` (optional): any additional index creation
options (see the above list) should be passed as keyword
arguments
- `ttl` (deprecated): Use `cache_for` instead.
.. versionchanged:: 2.3
The `ttl` parameter has been deprecated to avoid confusion with
TTL collections. Use `cache_for` instead.
.. versionchanged:: 2.2
Removed deprecated argument: deprecated_unique
.. versionchanged:: 1.5.1
Accept kwargs to support all index creation options.
.. versionadded:: 1.5
The `name` parameter.
.. seealso:: :meth:`create_index`
"""
if "name" in kwargs:
name = kwargs["name"]
else:
keys = helpers._index_list(key_or_list)
name = kwargs["name"] = _gen_index_name(keys)
if not self.__database.connection._cached(self.__database.name,
self.__name, name):
return self.create_index(key_or_list, cache_for, **kwargs)
return None
def drop_indexes(self):
"""Drops all indexes on this collection.
Can be used on non-existant collections or collections with no indexes.
Raises OperationFailure on an error.
"""
self.__database.connection._purge_index(self.__database.name,
self.__name)
self.drop_index("*")
def drop_index(self, index_or_name):
"""Drops the specified index on this collection.
Can be used on non-existant collections or collections with no
indexes. Raises OperationFailure on an error. `index_or_name`
can be either an index name (as returned by `create_index`),
or an index specifier (as passed to `create_index`). An index
specifier should be a list of (key, direction) pairs. Raises
TypeError if index is not an instance of (str, unicode, list).
.. warning::
if a custom name was used on index creation (by
passing the `name` parameter to :meth:`create_index` or
:meth:`ensure_index`) the index **must** be dropped by name.
:Parameters:
- `index_or_name`: index (or name of index) to drop
"""
name = index_or_name
if isinstance(index_or_name, list):
name = _gen_index_name(index_or_name)
if not isinstance(name, str):
raise TypeError("index_or_name must be an index name or list")
self.__database.connection._purge_index(self.__database.name,
self.__name, name)
self.__database.command("dropIndexes", self.__name, index=name,
allowable_errors=["ns not found"])
def reindex(self):
"""Rebuilds all indexes on this collection.
.. warning:: reindex blocks all other operations (indexes
are built in the foreground) and will be slow for large
collections.
.. versionadded:: 1.11+
"""
return self.__database.command("reIndex", self.__name)
def index_information(self):
"""Get information on this collection's indexes.
Returns a dictionary where the keys are index names (as
returned by create_index()) and the values are dictionaries
containing information about each index. The dictionary is
guaranteed to contain at least a single key, ``"key"`` which
is a list of (key, direction) pairs specifying the index (as
passed to create_index()). It will also contain any other
information in `system.indexes`, except for the ``"ns"`` and
``"name"`` keys, which are cleaned. Example output might look
like this:
>>> db.test.ensure_index("x", unique=True)
u'x_1'
>>> db.test.index_information()
{u'_id_': {u'key': [(u'_id', 1)]},
u'x_1': {u'unique': True, u'key': [(u'x', 1)]}}
.. versionchanged:: 1.7
The values in the resultant dictionary are now dictionaries
themselves, whose ``"key"`` item contains the list that was
the value in previous versions of PyMongo.
"""
raw = self.__database.system.indexes.find({"ns": self.__full_name},
{"ns": 0}, as_class=SON)
info = {}
for index in raw:
index["key"] = list(index["key"].items())
index = dict(index)
info[index.pop("name")] = index
return info
def options(self):
"""Get the options set on this collection.
Returns a dictionary of options and their values - see
:meth:`~pymongo.database.Database.create_collection` for more
information on the possible options. Returns an empty
dictionary if the collection has not been created yet.
"""
result = self.__database.system.namespaces.find_one(
{"name": self.__full_name})
if not result:
return {}
options = result.get("options", {})
if "create" in options:
del options["create"]
return options
def aggregate(self, pipeline, **kwargs):
"""Perform an aggregation using the aggregation framework on this
collection.
With :class:`~pymongo.mongo_replica_set_client.MongoReplicaSetClient`
or :class:`~pymongo.master_slave_connection.MasterSlaveConnection`,
if the `read_preference` attribute of this instance is not set to
:attr:`pymongo.read_preferences.ReadPreference.PRIMARY` or the
(deprecated) `slave_okay` attribute of this instance is set to `True`
the `aggregate command`_ will be sent to a secondary or slave.
:Parameters:
- `pipeline`: a single command or list of aggregation commands
- `**kwargs`: send arbitrary parameters to the aggregate command
.. note:: Requires server version **>= 2.1.0**.
With server version **>= 2.5.1**, pass
``cursor={}`` to retrieve unlimited aggregation results
with a :class:`~pymongo.cursor.Cursor`::
pipeline = [{'$project': {'name': {'$toUpper': '$name'}}}]
cursor = collection.aggregate(pipeline, cursor={})
for doc in cursor:
print doc
.. versionchanged:: 2.6
Added cursor support.
.. versionadded:: 2.3
.. _aggregate command:
http://docs.mongodb.org/manual/applications/aggregation
"""
if not isinstance(pipeline, (dict, list, tuple)):
raise TypeError("pipeline must be a dict, list or tuple")
if isinstance(pipeline, dict):
pipeline = [pipeline]
use_master = not self.slave_okay and not self.read_preference
command_kwargs = {
'pipeline': pipeline,
'read_preference': self.read_preference,
'tag_sets': self.tag_sets,
'secondary_acceptable_latency_ms': (
self.secondary_acceptable_latency_ms),
'slave_okay': self.slave_okay,
'_use_master': use_master}
command_kwargs.update(kwargs)
command_response = self.__database.command(
"aggregate", self.__name, **command_kwargs)
if 'cursor' in command_response:
cursor_info = command_response['cursor']
return Cursor(
self,
_first_batch=cursor_info['firstBatch'],
_cursor_id=cursor_info['id'])
else:
return command_response
# TODO key and condition ought to be optional, but deprecation
# could be painful as argument order would have to change.
def group(self, key, condition, initial, reduce, finalize=None):
"""Perform a query similar to an SQL *group by* operation.
Returns an array of grouped items.
The `key` parameter can be:
- ``None`` to use the entire document as a key.
- A :class:`list` of keys (each a :class:`basestring`
(:class:`str` in python 3)) to group by.
- A :class:`basestring` (:class:`str` in python 3), or
:class:`~bson.code.Code` instance containing a JavaScript
function to be applied to each document, returning the key
to group by.
With :class:`~pymongo.mongo_replica_set_client.MongoReplicaSetClient`
or :class:`~pymongo.master_slave_connection.MasterSlaveConnection`,
if the `read_preference` attribute of this instance is not set to
:attr:`pymongo.read_preferences.ReadPreference.PRIMARY` or
:attr:`pymongo.read_preferences.ReadPreference.PRIMARY_PREFERRED`, or
the (deprecated) `slave_okay` attribute of this instance is set to
`True`, the group command will be sent to a secondary or slave.
:Parameters:
- `key`: fields to group by (see above description)
- `condition`: specification of rows to be
considered (as a :meth:`find` query specification)
- `initial`: initial value of the aggregation counter object
- `reduce`: aggregation function as a JavaScript string
- `finalize`: function to be called on each object in output list.
.. versionchanged:: 2.2
Removed deprecated argument: command
.. versionchanged:: 1.4
The `key` argument can now be ``None`` or a JavaScript function,
in addition to a :class:`list` of keys.
.. versionchanged:: 1.3
The `command` argument now defaults to ``True`` and is deprecated.
"""
group = {}
if isinstance(key, str):
group["$keyf"] = Code(key)
elif key is not None:
group = {"key": helpers._fields_list_to_dict(key)}
group["ns"] = self.__name
group["$reduce"] = Code(reduce)
group["cond"] = condition
group["initial"] = initial
if finalize is not None:
group["finalize"] = Code(finalize)
use_master = not self.slave_okay and not self.read_preference
return self.__database.command("group", group,
uuid_subtype=self.__uuid_subtype,
read_preference=self.read_preference,
tag_sets=self.tag_sets,
secondary_acceptable_latency_ms=(
self.secondary_acceptable_latency_ms),
slave_okay=self.slave_okay,
_use_master=use_master)["retval"]
def rename(self, new_name, **kwargs):
"""Rename this collection.
If operating in auth mode, client must be authorized as an
admin to perform this operation. Raises :class:`TypeError` if
`new_name` is not an instance of :class:`basestring`
(:class:`str` in python 3). Raises :class:`~pymongo.errors.InvalidName`
if `new_name` is not a valid collection name.
:Parameters:
- `new_name`: new name for this collection
- `**kwargs` (optional): any additional rename options
should be passed as keyword arguments
(i.e. ``dropTarget=True``)
.. versionadded:: 1.7
support for accepting keyword arguments for rename options
"""
if not isinstance(new_name, str):
raise TypeError("new_name must be an instance "
"of %s" % (str.__name__,))
if not new_name or ".." in new_name:
raise InvalidName("collection names cannot be empty")
if new_name[0] == "." or new_name[-1] == ".":
raise InvalidName("collecion names must not start or end with '.'")
if "$" in new_name and not new_name.startswith("oplog.$main"):
raise InvalidName("collection names must not contain '$'")
new_name = "%s.%s" % (self.__database.name, new_name)
self.__database.connection.admin.command("renameCollection",
self.__full_name,
to=new_name, **kwargs)
def distinct(self, key):
"""Get a list of distinct values for `key` among all documents
in this collection.
Raises :class:`TypeError` if `key` is not an instance of
:class:`basestring` (:class:`str` in python 3).
To get the distinct values for a key in the result set of a
query use :meth:`~pymongo.cursor.Cursor.distinct`.
:Parameters:
- `key`: name of key for which we want to get the distinct values
.. note:: Requires server version **>= 1.1.0**
.. versionadded:: 1.1.1
"""
return self.find().distinct(key)
def map_reduce(self, map, reduce, out, full_response=False, **kwargs):
"""Perform a map/reduce operation on this collection.
If `full_response` is ``False`` (default) returns a
:class:`~pymongo.collection.Collection` instance containing
the results of the operation. Otherwise, returns the full
response from the server to the `map reduce command`_.
:Parameters:
- `map`: map function (as a JavaScript string)
- `reduce`: reduce function (as a JavaScript string)
- `out`: output collection name or `out object` (dict). See
the `map reduce command`_ documentation for available options.
Note: `out` options are order sensitive. :class:`~bson.son.SON`
can be used to specify multiple options.
e.g. SON([('replace', <collection name>), ('db', <database name>)])
- `full_response` (optional): if ``True``, return full response to
this command - otherwise just return the result collection
- `**kwargs` (optional): additional arguments to the
`map reduce command`_ may be passed as keyword arguments to this
helper method, e.g.::
>>> db.test.map_reduce(map, reduce, "myresults", limit=2)
.. note:: Requires server version **>= 1.1.1**
.. seealso:: :doc:`/examples/aggregation`
.. versionchanged:: 2.2
Removed deprecated arguments: merge_output and reduce_output
.. versionchanged:: 1.11+
DEPRECATED The merge_output and reduce_output parameters.
.. versionadded:: 1.2
.. _map reduce command: http://www.mongodb.org/display/DOCS/MapReduce
.. mongodoc:: mapreduce
"""
if not isinstance(out, (str, dict)):
raise TypeError("'out' must be an instance of "
"%s or dict" % (str.__name__,))
if isinstance(out, dict) and out.get('inline'):
must_use_master = False
else:
must_use_master = True
response = self.__database.command("mapreduce", self.__name,
uuid_subtype=self.__uuid_subtype,
map=map, reduce=reduce,
read_preference=self.read_preference,
tag_sets=self.tag_sets,
secondary_acceptable_latency_ms=(
self.secondary_acceptable_latency_ms),
out=out, _use_master=must_use_master,
**kwargs)
if full_response or not response.get('result'):
return response
elif isinstance(response['result'], dict):
dbase = response['result']['db']
coll = response['result']['collection']
return self.__database.connection[dbase][coll]
else:
return self.__database[response["result"]]
def inline_map_reduce(self, map, reduce, full_response=False, **kwargs):
"""Perform an inline map/reduce operation on this collection.
Perform the map/reduce operation on the server in RAM. A result
collection is not created. The result set is returned as a list
of documents.
If `full_response` is ``False`` (default) returns the
result documents in a list. Otherwise, returns the full
response from the server to the `map reduce command`_.
With :class:`~pymongo.mongo_replica_set_client.MongoReplicaSetClient`
or :class:`~pymongo.master_slave_connection.MasterSlaveConnection`,
if the `read_preference` attribute of this instance is not set to
:attr:`pymongo.read_preferences.ReadPreference.PRIMARY` or
:attr:`pymongo.read_preferences.ReadPreference.PRIMARY_PREFERRED`, or
the (deprecated) `slave_okay` attribute of this instance is set to
`True`, the inline map reduce will be run on a secondary or slave.
:Parameters:
- `map`: map function (as a JavaScript string)
- `reduce`: reduce function (as a JavaScript string)
- `full_response` (optional): if ``True``, return full response to
this command - otherwise just return the result collection
- `**kwargs` (optional): additional arguments to the
`map reduce command`_ may be passed as keyword arguments to this
helper method, e.g.::
>>> db.test.inline_map_reduce(map, reduce, limit=2)
.. note:: Requires server version **>= 1.7.4**
.. versionadded:: 1.10
"""
use_master = not self.slave_okay and not self.read_preference
res = self.__database.command("mapreduce", self.__name,
uuid_subtype=self.__uuid_subtype,
read_preference=self.read_preference,
tag_sets=self.tag_sets,
secondary_acceptable_latency_ms=(
self.secondary_acceptable_latency_ms),
slave_okay=self.slave_okay,
_use_master=use_master,
map=map, reduce=reduce,
out={"inline": 1}, **kwargs)
if full_response:
return res
else:
return res.get("results")
def find_and_modify(self, query={}, update=None,
upsert=False, sort=None, full_response=False, **kwargs):
"""Update and return an object.
This is a thin wrapper around the findAndModify_ command. The
positional arguments are designed to match the first three arguments
to :meth:`update` however most options should be passed as named
parameters. Either `update` or `remove` arguments are required, all
others are optional.
Returns either the object before or after modification based on `new`
parameter. If no objects match the `query` and `upsert` is false,
returns ``None``. If upserting and `new` is false, returns ``{}``.
If the full_response parameter is ``True``, the return value will be
the entire response object from the server, including the 'ok' and
'lastErrorObject' fields, rather than just the modified object.
This is useful mainly because the 'lastErrorObject' document holds
information about the command's execution.
:Parameters:
- `query`: filter for the update (default ``{}``)
- `update`: see second argument to :meth:`update` (no default)
- `upsert`: insert if object doesn't exist (default ``False``)
- `sort`: a list of (key, direction) pairs specifying the sort
order for this query. See :meth:`~pymongo.cursor.Cursor.sort`
for details.
- `full_response`: return the entire response object from the
server (default ``False``)
- `remove`: remove rather than updating (default ``False``)
- `new`: return updated rather than original object
(default ``False``)
- `fields`: see second argument to :meth:`find` (default all)
- `**kwargs`: any other options the findAndModify_ command
supports can be passed here.
.. mongodoc:: findAndModify
.. _findAndModify: http://dochub.mongodb.org/core/findAndModify
.. note:: Requires server version **>= 1.3.0**
.. versionchanged:: 2.5
Added the optional full_response parameter
.. versionchanged:: 2.4
Deprecated the use of mapping types for the sort parameter
.. versionadded:: 1.10
"""
if (not update and not kwargs.get('remove', None)):
raise ValueError("Must either update or remove")
if (update and kwargs.get('remove', None)):
raise ValueError("Can't do both update and remove")
# No need to include empty args
if query:
kwargs['query'] = query
if update:
kwargs['update'] = update
if upsert:
kwargs['upsert'] = upsert
if sort:
# Accept a list of tuples to match Cursor's sort parameter.
if isinstance(sort, list):
kwargs['sort'] = helpers._index_document(sort)
# Accept OrderedDict, SON, and dict with len == 1 so we
# don't break existing code already using find_and_modify.
elif (isinstance(sort, ordered_types) or
isinstance(sort, dict) and len(sort) == 1):
warnings.warn("Passing mapping types for `sort` is deprecated,"
" use a list of (key, direction) pairs instead",
DeprecationWarning, stacklevel=2)
kwargs['sort'] = sort
else:
raise TypeError("sort must be a list of (key, direction) "
"pairs, a dict of len 1, or an instance of "
"SON or OrderedDict")
no_obj_error = "No matching object found"
out = self.__database.command("findAndModify", self.__name,
allowable_errors=[no_obj_error],
uuid_subtype=self.__uuid_subtype,
**kwargs)
if not out['ok']:
if out["errmsg"] == no_obj_error:
return None
else:
# Should never get here b/c of allowable_errors
raise ValueError("Unexpected Error: %s" % (out,))
if full_response:
return out
else:
return out.get('value')
def __iter__(self):
return self
def __next__(self):
raise TypeError("'Collection' object is not iterable")
def __call__(self, *args, **kwargs):
"""This is only here so that some API misusages are easier to debug.
"""
if "." not in self.__name:
raise TypeError("'Collection' object is not callable. If you "
"meant to call the '%s' method on a 'Database' "
"object it is failing because no such method "
"exists." %
self.__name)
raise TypeError("'Collection' object is not callable. If you meant to "
"call the '%s' method on a 'Collection' object it is "
"failing because no such method exists." %
self.__name.split(".")[-1])
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