Handling UUID Data
Native 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 .
In the following sections, we describe how drivers have historically differed in their encoding of UUIDs, and how applications can use the 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 for details on how to configure the UuidRepresentation.
Historically, MongoDB Drivers have used different byte-ordering while serializing UUID types to . 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.
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.
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 theuuid_test
collection of theexample_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 tofind
the document written by applicationC
in the following manner:In this instance,
result
will never be the document that was inserted by applicationC
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 (in this case, client
in application P
can be configured to use the CSHARP_LEGACY representation to avoid the unintuitive behavior) as described in .
Scenario 2: Round-Tripping UUIDs
In the following examples, we see how using a misconfigured can cause an application to inadvertently change the Binary subtype, and in some cases, the bytes of the 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 native UUID
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 doc['uuid'] == input_uuid
# Round-tripping the retrieved document silently changes the Binary subtype to 4
assert collection.find_one({'uuid': Binary(input_uuid.bytes, 3)}) is None
round_tripped_doc = collection.find_one({'uuid': Binary(input_uuid.bytes, 4)})
assert doc == round_tripped_doc
In this example, round-tripping the document using the incorrect UuidRepresentation (STANDARD
instead of PYTHON_LEGACY
) changes the 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.
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 UuidRepresentation (JAVA_LEGACY
instead of STANDARD
) changes the 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 Binary objects of subtype 3 (instead of ), and each of the LEGACY_*
representations will decode Binary subtype 4 fields to Binary objects of subtype 4 (instead of ).
Users can workaround the problems described above by configuring their applications with the appropriate UuidRepresentation. Configuring the representation modifies PyMongo’s behavior while encoding 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 theuuidRepresentation
URI option, e.g.:client = MongoClient("mongodb://a:27107/?uuidRepresentation=javaLegacy")
Valid values are:
At the
MongoClient
level using theuuidRepresentation
kwarg option, e.g.:from bson.binary import UuidRepresentation
client = MongoClient(uuidRepresentation=UuidRepresentation.PYTHON_LEGACY)
At the
Database
orCollection
level by supplying a suitable 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_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)
UUID Representation | Default? | Encode to | Decode Binary subtype 4 to | Decode subtype 3 to |
---|---|---|---|---|
PYTHON_LEGACY | Yes, in PyMongo>=2.9,<4 | subtype 3 with standard byte-order | uuid.UUID in PyMongo<4; subtype 4 in PyMongo>=4 | uuid.UUID |
No | Binary subtype 3 with Java legacy byte-order | in PyMongo<4; Binary subtype 4 in PyMongo>=4 | ||
CSHARP_LEGACY | No | subtype 3 with C# legacy byte-order | uuid.UUID in PyMongo<4; subtype 4 in PyMongo>=4 | uuid.UUID |
No | Binary subtype 4 | uuid.UUID in PyMongo<4; subtype 3 in PyMongo>=4 | ||
UNSPECIFIED | Yes, in PyMongo>=4 | Raise | Binary subtype 4 | in PyMongo<4; Binary subtype 3 in PyMongo>=4 |
We now detail the behavior and use-case for each supported UUID representation.
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
has been the default uuid representation since PyMongo 2.9.
The PYTHON_LEGACY representation corresponds to the legacy representation of UUIDs used by PyMongo. This representation conforms with .
The following example illustrates the use of this representation:
PYTHON_LEGACY
encodes native uuid.UUID objects to subtype 3 objects, preserving the same byte-order as bytes:
from bson.binary import Binary
document = collection.find_one({'uuid': Binary(uuid_2.bytes, subtype=3)})
assert document['uuid'] == uuid_2
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 JAVA_LEGACY representation corresponds to the legacy representation of UUIDs used by the MongoDB Java Driver.
The JAVA_LEGACY
representation reverses the order of bytes 0-7, and bytes 8-15.
As an example, consider the same UUID described in . 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 PyMongo with no UUID representation specified, we end up with an entirely different UUID:
UUID('77665544-3322-1100-ffee-ddccbbaa9988')
However, if we explicitly set the representation to 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 objects to Binary subtype 3 objects, while performing the same byte-reordering as the legacy Java driver’s UUID to BSON encoder.
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 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 Legacy Handling of UUID Data. 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 PyMongo with no UUID representation specified, we end up with an entirely different UUID:
UUID('33221100-5544-7766-8899-aabbccddeeff')
However, if we explicitly set the representation to , 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 uuid.UUID objects to subtype 3 objects, while performing the same byte-reordering as the legacy C# driver’s UUID to BSON encoder.
STANDARD
Attention
This UUID representation should be used by new applications that have never stored UUIDs in MongoDB.
The 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 uuid.UUID objects to subtype 4 objects.
Attention
Starting in PyMongo 4.0, UNSPECIFIED will be the default UUID representation used by PyMongo.
The representation prevents the incorrect interpretation of UUID bytes by stopping short of automatically converting UUID fields in BSON to native UUID types. Loading a UUID when using this representation returns a Binary object instead. If required, users can coerce the decoded objects into native UUIDs using the 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 objects cannot directly be encoded to Binary when the UUID representation is UNSPECIFIED
and attempting to do so will result in an exception:
explicit_binary = Binary.from_uuid(uuid4(), UuidRepresentation.PYTHON_LEGACY)