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DOCSP-41887 Async Migration Guide #103
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.. _pymongo-async-migration: | ||
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=================================== | ||
Migrate to the {+driver-async+} Driver | ||
=================================== | ||
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.. contents:: On this page | ||
:local: | ||
:backlinks: none | ||
:depth: 2 | ||
:class: singlecol | ||
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.. facet:: | ||
:name: genre | ||
:values: reference | ||
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.. meta:: | ||
:keywords: motor, async, refactor, migration | ||
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Overview | ||
-------- | ||
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The {+driver-async+} driver is a unification of {+driver-short+} and the `Motor | ||
library <https://www.mongodb.com/docs/drivers/motor/>`__. In this guide, you can | ||
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identify the changes you must make to migrate an application from | ||
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{+driver-short+} or Motor to the {+driver-async+} driver. | ||
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Migrate From {+driver-short+} | ||
-------------------- | ||
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The {+driver-async+} driver behaves similarly to {+driver-short+}, but | ||
all methods that perform network operations are coroutines and must be awaited. | ||
To migrate from {+driver-short+} to {+driver-async+}, you must update your code | ||
to replace all uses of ``MongoClient`` with ``AsyncMongoClient`` and add the | ||
``await`` keyword to all asynchronous method calls. If an asynchronous method is | ||
called within a function, you must also mark the function as ``async``. | ||
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Asynchronous Methods | ||
~~~~~~~~~~~~~~~~~~~~ | ||
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The following methods are asynchronous in {+driver-async+}: | ||
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Client Methods | ||
`````````````` | ||
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.. list-table:: | ||
:header-rows: 1 | ||
:widths: 20 80 | ||
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* - Method | ||
- Example | ||
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* - ``AsyncMongoClient()`` | ||
- .. code-block:: python | ||
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from pymongo import AsyncMongoClient | ||
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client = AsyncMongoClient(...) | ||
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* - ``watch()`` | ||
- .. code-block:: python | ||
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async with await client.watch(...) as stream: | ||
... | ||
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* - ``server_info()`` | ||
- .. code-block:: python | ||
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info = await client.server_info(...) | ||
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* - ``list_databases()`` | ||
- .. code-block:: python | ||
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databases = await client.list_databases() | ||
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* - ``list_database_names()`` | ||
- .. code-block:: python | ||
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database_names = await client.list_database_names() | ||
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* - ``drop_database()`` | ||
- .. code-block:: python | ||
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await client.drop_database(...) | ||
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Database Methods | ||
```````````````` | ||
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.. list-table:: | ||
:header-rows: 1 | ||
:widths: 20 80 | ||
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* - Method | ||
- Example | ||
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* - ``watch()`` | ||
- .. code-block:: python | ||
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async with await db.watch(...) as stream: | ||
... | ||
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* - ``create_collection()`` | ||
- .. code-block:: python | ||
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await db.create_collection(...) | ||
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* - ``aggregate()`` | ||
- .. code-block:: python | ||
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async with await client.admin.aggregate(...) as cursor: | ||
... | ||
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* - ``command()`` | ||
- .. code-block:: python | ||
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result = await db.command(...) | ||
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* - ``cursor_command()`` | ||
- .. code-block:: python | ||
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curr = await db.cursor_command(...) | ||
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* - ``list_collections()`` | ||
- .. code-block:: python | ||
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collections = await db.list_collections() | ||
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* - ``list_collection_names()`` | ||
- .. code-block:: python | ||
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collection_names = await db.list_collection_names() | ||
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* - ``drop_collection()`` | ||
- .. code-block:: python | ||
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await db.drop_collection(...) | ||
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* - ``validate_collection()`` | ||
- .. code-block:: python | ||
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result = await db.validate_collection(...) | ||
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* - ``dereference()`` | ||
- .. code-block:: python | ||
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result = await db.dereference(...) | ||
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Collection Methods | ||
`````````````````` | ||
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.. list-table:: | ||
:header-rows: 1 | ||
:widths: 20 80 | ||
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* - Method | ||
- Example | ||
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* - ``watch()`` | ||
- .. code-block:: python | ||
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async with await collection.watch(...) as stream: | ||
... | ||
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* - ``insert_one()`` | ||
- .. code-block:: python | ||
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await collection.insert_one(...) | ||
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* - ``insert_many()`` | ||
- .. code-block:: python | ||
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await collection.insert_many(...) | ||
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* - ``replace_one()`` | ||
- .. code-block:: python | ||
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await collection.replace_one(...) | ||
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* - ``update_one()`` | ||
- .. code-block:: python | ||
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await collection.update_one(...) | ||
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* - ``update_many()`` | ||
- .. code-block:: python | ||
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await collection.update_many(...) | ||
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* - ``drop()`` | ||
- .. code-block:: python | ||
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await collection.drop() | ||
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* - ``delete_one()`` | ||
- .. code-block:: python | ||
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await collection.delete_one(...) | ||
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* - ``delete_many()`` | ||
- .. code-block:: python | ||
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await collection.delete_many(...) | ||
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* - ``find_one()`` | ||
- .. code-block:: python | ||
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result = await collection.find_one(...) | ||
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* - ``estimated_document_count()`` | ||
- .. code-block:: python | ||
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count = await collection.estimated_document_count() | ||
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* - ``count_documents()`` | ||
- .. code-block:: python | ||
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count = await collection.count_documents(...) | ||
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* - ``create_index()`` | ||
- .. code-block:: python | ||
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await collection.create_index(...) | ||
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* - ``create_indexes()`` | ||
- .. code-block:: python | ||
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await collection.create_indexes(...) | ||
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* - ``drop_index()`` | ||
- .. code-block:: python | ||
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await collection.drop_index(...) | ||
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* - ``drop_indexes()`` | ||
- .. code-block:: python | ||
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await collection.drop_indexes() | ||
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* - ``list_indexes()`` | ||
- .. code-block:: python | ||
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indexes = await collection.list_indexes() | ||
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* - ``index_information()`` | ||
- .. code-block:: python | ||
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info = await collection.index_information() | ||
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* - ``list_search_indexes()`` | ||
- .. code-block:: python | ||
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indexes = await collection.list_search_indexes() | ||
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* - ``create_search_index()`` | ||
- .. code-block:: python | ||
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await collection.create_search_index(...) | ||
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* - ``create_search_indexes()`` | ||
- .. code-block:: python | ||
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await collection.create_search_indexes(...) | ||
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* - ``drop_search_index()`` | ||
- .. code-block:: python | ||
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await collection.drop_search_index(...) | ||
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* - ``update_search_index()`` | ||
- .. code-block:: python | ||
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await collection.update_search_index(...) | ||
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* - ``options()`` | ||
- .. code-block:: python | ||
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options = await collection.options() | ||
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* - ``aggregate()`` | ||
- .. code-block:: python | ||
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async for doc in await collection.aggregate(...): | ||
... | ||
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* - ``aggregate_raw_batches()`` | ||
- .. code-block:: python | ||
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async for batch in await collection.aggregate_raw_batches(...): | ||
... | ||
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* - ``rename()`` | ||
- .. code-block:: python | ||
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await collection.rename(...) | ||
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* - ``distinct()`` | ||
- .. code-block:: python | ||
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distinct_values = await collection.distinct(...) | ||
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* - ``find_one_and_delete()`` | ||
- .. code-block:: python | ||
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result = await collection.find_one_and_delete(...) | ||
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* - ``find_one_and_replace()`` | ||
- .. code-block:: python | ||
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result = await collection.find_one_and_replace(...) | ||
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* - ``find_one_and_update()`` | ||
- .. code-block:: python | ||
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result = await collection.find_one_and_update(...) | ||
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Migrate From Motor | ||
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------------------ | ||
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The {+driver-async+} driver behaves nearly identically to the Motor library. In | ||
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most cases, you can directly migrate existing Motor applications to | ||
{+driver-short+}, changing only the application's import statements, and | ||
by using ``AsyncMongoClient`` in place of ``MotorClient``. | ||
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The following section shows the method signature changes that you must make when | ||
migrating from Motor to the {+driver-async+} driver: | ||
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Method Signature Changes | ||
~~~~~~~~~~~~~~~~~~~~~~~~ | ||
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The following Motor method signatures behave differently in the {+driver-async+} driver: | ||
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- ``GridOut.open()`` returns ``None``. | ||
- ``AsyncMongoClient.__init__()`` does not accept an ``io_loop`` parameter. | ||
- ``GridIn.set()`` does not accept a filename. Instead pass a file name by using the | ||
``GridIn.filename`` attribute. | ||
- ``Cursor.each()`` does not exist in the {+driver-async+} driver. | ||
- ``stream_to_handler()`` does not exist in the {+driver-async+} driver. | ||
- ``to_list(0)`` is not valid in the {+driver-async+} driver. Use | ||
``to_list(None)`` instead. |
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S: I think another sentence here could be useful before linking to the guide. Maybe you can mention the time period that this applies to?
Eg.
In Aug 2024, MongoDB released the PyMongo Async driver to unify PyMongo and Motor, the asynchronous MongoDB driver for Python.
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Flagging this again, but also ok if you wanted to leave as is!
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Oops, misread this the first time and applied it to the wrong area. Fixed!