mongo-python-driver/doc/examples/uuid.rst

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.. _handling-uuid-data-example:
Handling UUID Data
==================
PyMongo ships with built-in support for dealing with UUID types.
It is straightforward to store native :class:`uuid.UUID` objects
to MongoDB and retrieve them as native :class:`uuid.UUID` objects::
from pymongo import MongoClient
from bson.binary import UuidRepresentation
from uuid import uuid4
# use the 'standard' representation for cross-language compatibility.
client = MongoClient(uuidRepresentation='standard')
collection = client.get_database('uuid_db').get_collection('uuid_coll')
# remove all documents from collection
collection.delete_many({})
# create a native uuid object
uuid_obj = uuid4()
# save the native uuid object to MongoDB
collection.insert_one({'uuid': uuid_obj})
# retrieve the stored uuid object from MongoDB
document = collection.find_one({})
# check that the retrieved UUID matches the inserted UUID
assert document['uuid'] == uuid_obj
Native :class:`uuid.UUID` objects can also be used as part of MongoDB
queries::
document = collection.find({'uuid': uuid_obj})
assert document['uuid'] == uuid_obj
The above examples illustrate the simplest of use-cases - one where the
UUID is generated by, and used in the same application. However,
the situation can be significantly more complex when dealing with a MongoDB
deployment that contains UUIDs created by other drivers as the Java and CSharp
drivers have historically encoded UUIDs using a byte-order that is different
from the one used by PyMongo. Applications that require interoperability across
these drivers must specify the appropriate
:class:`~bson.binary.UuidRepresentation`.
In the following sections, we describe how drivers have historically differed
in their encoding of UUIDs, and how applications can use the
:class:`~bson.binary.UuidRepresentation` configuration option to maintain
cross-language compatibility.
.. attention:: New applications that do not share a MongoDB deployment with
any other application and that have never stored UUIDs in MongoDB
should use the ``standard`` UUID representation for cross-language
compatibility. See :ref:`configuring-uuid-representation` for details
on how to configure the :class:`~bson.binary.UuidRepresentation`.
.. _example-legacy-uuid:
Legacy Handling of UUID Data
----------------------------
Historically, MongoDB Drivers have used different byte-ordering
while serializing UUID types to :class:`~bson.binary.Binary`.
Consider, for instance, a UUID with the following canonical textual
representation::
00112233-4455-6677-8899-aabbccddeeff
This UUID would historically be serialized by the Python driver as::
00112233-4455-6677-8899-aabbccddeeff
The same UUID would historically be serialized by the C# driver as::
33221100-5544-7766-8899-aabbccddeeff
Finally, the same UUID would historically be serialized by the Java driver as::
77665544-3322-1100-ffee-ddccbbaa9988
.. note:: For in-depth information about the the byte-order historically
used by different drivers, see the `Handling of Native UUID Types
Specification
<https://github.com/mongodb/specifications/blob/master/source/bson-binary-uuid/uuid.md>`_.
This difference in the byte-order of UUIDs encoded by different drivers can
result in highly unintuitive behavior in some scenarios. We detail two such
scenarios in the next sections.
Scenario 1: Applications Share a MongoDB Deployment
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
Consider the following situation:
* Application ``C`` written in C# generates a UUID and uses it as the ``_id``
of a document that it proceeds to insert into the ``uuid_test`` collection of
the ``example_db`` database. Let's assume that the canonical textual
representation of the generated UUID is::
00112233-4455-6677-8899-aabbccddeeff
* Application ``P`` written in Python attempts to ``find`` the document
written by application ``C`` in the following manner::
from uuid import UUID
collection = client.example_db.uuid_test
result = collection.find_one({'_id': UUID('00112233-4455-6677-8899-aabbccddeeff')})
In this instance, ``result`` will never be the document that
was inserted by application ``C`` in the previous step. This is because of
the different byte-order used by the C# driver for representing UUIDs as
BSON Binary. The following query, on the other hand, will successfully find
this document::
result = collection.find_one({'_id': UUID('33221100-5544-7766-8899-aabbccddeeff')})
This example demonstrates how the differing byte-order used by different
drivers can hamper interoperability. To workaround this problem, users should
configure their ``MongoClient`` with the appropriate
:class:`~bson.binary.UuidRepresentation` (in this case, ``client`` in application
``P`` can be configured to use the
:data:`~bson.binary.UuidRepresentation.CSHARP_LEGACY` representation to
avoid the unintuitive behavior) as described in
:ref:`configuring-uuid-representation`.
Scenario 2: Round-Tripping UUIDs
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
In the following examples, we see how using a misconfigured
:class:`~bson.binary.UuidRepresentation` can cause an application
to inadvertently change the :class:`~bson.binary.Binary` subtype, and in some
cases, the bytes of the :class:`~bson.binary.Binary` field itself when
round-tripping documents containing UUIDs.
Consider the following situation::
from bson.codec_options import CodecOptions, DEFAULT_CODEC_OPTIONS
from bson.binary import Binary, UuidRepresentation
from uuid import uuid4
# Using UuidRepresentation.PYTHON_LEGACY stores a Binary subtype-3 UUID
python_opts = CodecOptions(uuid_representation=UuidRepresentation.PYTHON_LEGACY)
input_uuid = uuid4()
collection = client.testdb.get_collection('test', codec_options=python_opts)
collection.insert_one({'_id': 'foo', 'uuid': input_uuid})
assert collection.find_one({'uuid': Binary(input_uuid.bytes, 3)})['_id'] == 'foo'
# Retrieving this document using UuidRepresentation.STANDARD returns a Binary instance
std_opts = CodecOptions(uuid_representation=UuidRepresentation.STANDARD)
std_collection = client.testdb.get_collection('test', codec_options=std_opts)
doc = std_collection.find_one({'_id': 'foo'})
assert isinstance(doc['uuid'], Binary)
# Round-tripping the retrieved document yields the exact same document
std_collection.replace_one({'_id': 'foo'}, doc)
round_tripped_doc = collection.find_one({'uuid': Binary(input_uuid.bytes, 3)})
assert doc == round_tripped_doc
In this example, round-tripping the document using the incorrect
:class:`~bson.binary.UuidRepresentation` (``STANDARD`` instead of
``PYTHON_LEGACY``) changes the :class:`~bson.binary.Binary` subtype as a
side-effect. **Note that this can also happen when the situation is reversed -
i.e. when the original document is written using ``STANDARD`` representation
and then round-tripped using the ``PYTHON_LEGACY`` representation.**
In the next example, we see the consequences of incorrectly using a
representation that modifies byte-order (``CSHARP_LEGACY`` or ``JAVA_LEGACY``)
when round-tripping documents::
from bson.codec_options import CodecOptions, DEFAULT_CODEC_OPTIONS
from bson.binary import Binary, UuidRepresentation
from uuid import uuid4
# Using UuidRepresentation.STANDARD stores a Binary subtype-4 UUID
std_opts = CodecOptions(uuid_representation=UuidRepresentation.STANDARD)
input_uuid = uuid4()
collection = client.testdb.get_collection('test', codec_options=std_opts)
collection.insert_one({'_id': 'baz', 'uuid': input_uuid})
assert collection.find_one({'uuid': Binary(input_uuid.bytes, 4)})['_id'] == 'baz'
# Retrieving this document using UuidRepresentation.JAVA_LEGACY returns a native UUID
# without modifying the UUID byte-order
java_opts = CodecOptions(uuid_representation=UuidRepresentation.JAVA_LEGACY)
java_collection = client.testdb.get_collection('test', codec_options=java_opts)
doc = java_collection.find_one({'_id': 'baz'})
assert doc['uuid'] == input_uuid
# Round-tripping the retrieved document silently changes the Binary bytes and subtype
java_collection.replace_one({'_id': 'baz'}, doc)
assert collection.find_one({'uuid': Binary(input_uuid.bytes, 3)}) is None
assert collection.find_one({'uuid': Binary(input_uuid.bytes, 4)}) is None
round_tripped_doc = collection.find_one({'_id': 'baz'})
assert round_tripped_doc['uuid'] == Binary(input_uuid.bytes, 3).as_uuid(UuidRepresentation.JAVA_LEGACY)
In this case, using the incorrect :class:`~bson.binary.UuidRepresentation`
(``JAVA_LEGACY`` instead of ``STANDARD``) changes the
:class:`~bson.binary.Binary` bytes and subtype as a side-effect.
**Note that this happens when any representation that
manipulates byte-order (``CSHARP_LEGACY`` or ``JAVA_LEGACY``) is incorrectly
used to round-trip UUIDs written with ``STANDARD``. When the situation is
reversed - i.e. when the original document is written using ``CSHARP_LEGACY``
or ``JAVA_LEGACY`` and then round-tripped using ``STANDARD`` -
only the :class:`~bson.binary.Binary` subtype is changed.**
.. note:: Starting in PyMongo 4.0, these issue will be resolved as
the ``STANDARD`` representation will decode Binary subtype 3 fields as
:class:`~bson.binary.Binary` objects of subtype 3 (instead of
:class:`uuid.UUID`), and each of the ``LEGACY_*`` representations will
decode Binary subtype 4 fields to :class:`~bson.binary.Binary` objects of
subtype 4 (instead of :class:`uuid.UUID`).
.. _configuring-uuid-representation:
Configuring a UUID Representation
---------------------------------
Users can workaround the problems described above by configuring their
applications with the appropriate :class:`~bson.binary.UuidRepresentation`.
Configuring the representation modifies PyMongo's behavior while
encoding :class:`uuid.UUID` objects to BSON and decoding
Binary subtype 3 and 4 fields from BSON.
Applications can set the UUID representation in one of the following ways:
#. At the ``MongoClient`` level using the ``uuidRepresentation`` URI option,
e.g.::
client = MongoClient("mongodb://a:27107/?uuidRepresentation=standard")
Valid values are:
.. list-table::
:header-rows: 1
* - Value
- UUID Representation
* - ``unspecified``
- :ref:`unspecified-representation-details`
* - ``standard``
- :ref:`standard-representation-details`
* - ``pythonLegacy``
- :ref:`python-legacy-representation-details`
* - ``javaLegacy``
- :ref:`java-legacy-representation-details`
* - ``csharpLegacy``
- :ref:`csharp-legacy-representation-details`
#. At the ``MongoClient`` level using the ``uuidRepresentation`` kwarg
option, e.g.::
from bson.binary import UuidRepresentation
client = MongoClient(uuidRepresentation=UuidRepresentation.STANDARD)
#. At the ``Database`` or ``Collection`` level by supplying a suitable
:class:`~bson.codec_options.CodecOptions` instance, e.g.::
from bson.codec_options import CodecOptions
csharp_opts = CodecOptions(uuid_representation=UuidRepresentation.CSHARP_LEGACY)
java_opts = CodecOptions(uuid_representation=UuidRepresentation.JAVA_LEGACY)
# Get database/collection from client with csharpLegacy UUID representation
csharp_database = client.get_database('csharp_db', codec_options=csharp_opts)
csharp_collection = client.testdb.get_collection('csharp_coll', codec_options=csharp_opts)
# Get database/collection from existing database/collection with javaLegacy UUID representation
java_database = csharp_database.with_options(codec_options=java_opts)
java_collection = csharp_collection.with_options(codec_options=java_opts)
Supported UUID Representations
------------------------------
.. list-table::
:header-rows: 1
* - UUID Representation
- Default?
- Encode :class:`uuid.UUID` to
- Decode :class:`~bson.binary.Binary` subtype 4 to
- Decode :class:`~bson.binary.Binary` subtype 3 to
* - :ref:`standard-representation-details`
- No
- :class:`~bson.binary.Binary` subtype 4
- :class:`uuid.UUID`
- :class:`~bson.binary.Binary` subtype 3
* - :ref:`unspecified-representation-details`
- Yes, in PyMongo>=4
- Raise :exc:`ValueError`
- :class:`~bson.binary.Binary` subtype 4
- :class:`~bson.binary.Binary` subtype 3
* - :ref:`python-legacy-representation-details`
- No
- :class:`~bson.binary.Binary` subtype 3 with standard byte-order
- :class:`~bson.binary.Binary` subtype 4
- :class:`uuid.UUID`
* - :ref:`java-legacy-representation-details`
- No
- :class:`~bson.binary.Binary` subtype 3 with Java legacy byte-order
- :class:`~bson.binary.Binary` subtype 4
- :class:`uuid.UUID`
* - :ref:`csharp-legacy-representation-details`
- No
- :class:`~bson.binary.Binary` subtype 3 with C# legacy byte-order
- :class:`~bson.binary.Binary` subtype 4
- :class:`uuid.UUID`
We now detail the behavior and use-case for each supported UUID
representation.
.. _unspecified-representation-details:
``UNSPECIFIED``
^^^^^^^^^^^^^^^
.. attention:: Starting in PyMongo 4.0,
:data:`~bson.binary.UuidRepresentation.UNSPECIFIED` is the default
UUID representation used by PyMongo.
The :data:`~bson.binary.UuidRepresentation.UNSPECIFIED` representation
prevents the incorrect interpretation of UUID bytes by stopping short of
automatically converting UUID fields in BSON to native UUID types. Decoding
a UUID when using this representation returns a :class:`~bson.binary.Binary`
object instead. If required, users can coerce the decoded
:class:`~bson.binary.Binary` objects into native UUIDs using the
:meth:`~bson.binary.Binary.as_uuid` method and specifying the appropriate
representation format. The following example shows
what this might look like for a UUID stored by the C# driver::
from bson.codec_options import CodecOptions, DEFAULT_CODEC_OPTIONS
from bson.binary import Binary, UuidRepresentation
from uuid import uuid4
# Using UuidRepresentation.CSHARP_LEGACY
csharp_opts = CodecOptions(uuid_representation=UuidRepresentation.CSHARP_LEGACY)
# Store a legacy C#-formatted UUID
input_uuid = uuid4()
collection = client.testdb.get_collection('test', codec_options=csharp_opts)
collection.insert_one({'_id': 'foo', 'uuid': input_uuid})
# Using UuidRepresentation.UNSPECIFIED
unspec_opts = CodecOptions(uuid_representation=UuidRepresentation.UNSPECIFIED)
unspec_collection = client.testdb.get_collection('test', codec_options=unspec_opts)
# UUID fields are decoded as Binary when UuidRepresentation.UNSPECIFIED is configured
document = unspec_collection.find_one({'_id': 'foo'})
decoded_field = document['uuid']
assert isinstance(decoded_field, Binary)
# Binary.as_uuid() can be used to coerce the decoded value to a native UUID
decoded_uuid = decoded_field.as_uuid(UuidRepresentation.CSHARP_LEGACY)
assert decoded_uuid == input_uuid
Native :class:`uuid.UUID` objects cannot directly be encoded to
:class:`~bson.binary.Binary` when the UUID representation is ``UNSPECIFIED``
and attempting to do so will result in an exception::
unspec_collection.insert_one({'_id': 'bar', 'uuid': uuid4()})
Traceback (most recent call last):
...
ValueError: cannot encode native uuid.UUID with UuidRepresentation.UNSPECIFIED. UUIDs can be manually converted to bson.Binary instances using bson.Binary.from_uuid() or a different UuidRepresentation can be configured. See the documentation for UuidRepresentation for more information.
Instead, applications using :data:`~bson.binary.UuidRepresentation.UNSPECIFIED`
must explicitly coerce a native UUID using the
:meth:`~bson.binary.Binary.from_uuid` method::
explicit_binary = Binary.from_uuid(uuid4(), UuidRepresentation.STANDARD)
unspec_collection.insert_one({'_id': 'bar', 'uuid': explicit_binary})
.. _standard-representation-details:
``STANDARD``
^^^^^^^^^^^^
.. attention:: This UUID representation should be used by new applications or
applications that are encoding and/or decoding UUIDs in MongoDB for the
first time.
The :data:`~bson.binary.UuidRepresentation.STANDARD` representation
enables cross-language compatibility by ensuring the same byte-ordering
when encoding UUIDs from all drivers. UUIDs written by a driver with this
representation configured will be handled correctly by every other provided
it is also configured with the ``STANDARD`` representation.
``STANDARD`` encodes native :class:`uuid.UUID` objects to
:class:`~bson.binary.Binary` subtype 4 objects.
.. _python-legacy-representation-details:
``PYTHON_LEGACY``
^^^^^^^^^^^^^^^^^
.. attention:: This uuid representation should be used when reading UUIDs
generated by existing applications that use the Python driver
but **don't** explicitly set a UUID representation.
.. attention:: :data:`~bson.binary.UuidRepresentation.PYTHON_LEGACY`
was the default uuid representation in PyMongo 3.
The :data:`~bson.binary.UuidRepresentation.PYTHON_LEGACY` representation
corresponds to the legacy representation of UUIDs used by PyMongo. This
representation conforms with
`RFC 4122 Section 4.1.2 <https://tools.ietf.org/html/rfc4122#section-4.1.2>`_.
The following example illustrates the use of this representation::
from bson.codec_options import CodecOptions, DEFAULT_CODEC_OPTIONS
from bson.binary import Binary, UuidRepresentation
# No configured UUID representation
collection = client.python_legacy.get_collection('test', codec_options=DEFAULT_CODEC_OPTIONS)
# Using UuidRepresentation.PYTHON_LEGACY
pylegacy_opts = CodecOptions(uuid_representation=UuidRepresentation.PYTHON_LEGACY)
pylegacy_collection = client.python_legacy.get_collection('test', codec_options=pylegacy_opts)
# UUIDs written by PyMongo 3 with no UuidRepresentation configured
# (or PyMongo 4.0 with PYTHON_LEGACY) can be queried using PYTHON_LEGACY
uuid_1 = uuid4()
pylegacy_collection.insert_one({'uuid': uuid_1})
document = pylegacy_collection.find_one({'uuid': uuid_1})
``PYTHON_LEGACY`` encodes native :class:`uuid.UUID` objects to
:class:`~bson.binary.Binary` subtype 3 objects, preserving the same
byte-order as :attr:`~uuid.UUID.bytes`::
from bson.binary import Binary
document = collection.find_one({'uuid': Binary(uuid_2.bytes, subtype=3)})
assert document['uuid'] == uuid_2
.. _java-legacy-representation-details:
``JAVA_LEGACY``
^^^^^^^^^^^^^^^
.. attention:: This UUID representation should be used when reading UUIDs
written to MongoDB by the legacy applications (i.e. applications that don't
use the ``STANDARD`` representation) using the Java driver.
The :data:`~bson.binary.UuidRepresentation.JAVA_LEGACY` representation
corresponds to the legacy representation of UUIDs used by the MongoDB Java
Driver.
.. note:: The ``JAVA_LEGACY`` representation reverses the order of bytes 0-7,
and bytes 8-15.
As an example, consider the same UUID described in :ref:`example-legacy-uuid`.
Let us assume that an application used the Java driver without an explicitly
specified UUID representation to insert the example UUID
``00112233-4455-6677-8899-aabbccddeeff`` into MongoDB. If we try to read this
value using ``PYTHON_LEGACY``, we end up with an entirely different UUID::
UUID('77665544-3322-1100-ffee-ddccbbaa9988')
However, if we explicitly set the representation to
:data:`~bson.binary.UuidRepresentation.JAVA_LEGACY`, we get the correct result::
UUID('00112233-4455-6677-8899-aabbccddeeff')
PyMongo uses the specified UUID representation to reorder the BSON bytes and
load them correctly. ``JAVA_LEGACY`` encodes native :class:`uuid.UUID` objects
to :class:`~bson.binary.Binary` subtype 3 objects, while performing the same
byte-reordering as the legacy Java driver's UUID to BSON encoder.
.. _csharp-legacy-representation-details:
``CSHARP_LEGACY``
^^^^^^^^^^^^^^^^^
.. attention:: This UUID representation should be used when reading UUIDs
written to MongoDB by the legacy applications (i.e. applications that don't
use the ``STANDARD`` representation) using the C# driver.
The :data:`~bson.binary.UuidRepresentation.CSHARP_LEGACY` representation
corresponds to the legacy representation of UUIDs used by the MongoDB Java
Driver.
.. note:: The ``CSHARP_LEGACY`` representation reverses the order of bytes 0-3,
bytes 4-5, and bytes 6-7.
As an example, consider the same UUID described in :ref:`example-legacy-uuid`.
Let us assume that an application used the C# driver without an explicitly
specified UUID representation to insert the example UUID
``00112233-4455-6677-8899-aabbccddeeff`` into MongoDB. If we try to read this
value using PYTHON_LEGACY, we end up with an entirely different UUID::
UUID('33221100-5544-7766-8899-aabbccddeeff')
However, if we explicitly set the representation to
:data:`~bson.binary.UuidRepresentation.CSHARP_LEGACY`, we get the correct result::
UUID('00112233-4455-6677-8899-aabbccddeeff')
PyMongo uses the specified UUID representation to reorder the BSON bytes and
load them correctly. ``CSHARP_LEGACY`` encodes native :class:`uuid.UUID`
objects to :class:`~bson.binary.Binary` subtype 3 objects, while performing
the same byte-reordering as the legacy C# driver's UUID to BSON encoder.