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All public classes have async versions now. The documentation navigation was also updated to follow the Diátaxis documentation framework. (cherry picked from commit b50d538) Co-authored-by: Miguel Grinberg <[email protected]>
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.. _async_api: | ||
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Asynchronous API Documentation | ||
============================== | ||
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Below please find the documentation for the asychronous classes of ``elasticsearch_dsl``. | ||
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.. py:module:: elasticsearch_dsl | ||
:no-index: | ||
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.. autoclass:: AsyncSearch | ||
:inherited-members: | ||
:members: | ||
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.. autoclass:: AsyncMultiSearch | ||
:inherited-members: | ||
:members: | ||
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.. autoclass:: AsyncDocument | ||
:inherited-members: | ||
:members: | ||
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.. autoclass:: AsyncIndex | ||
:inherited-members: | ||
:members: | ||
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.. autoclass:: AsyncFacetedSearch | ||
:inherited-members: | ||
:members: | ||
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.. autoclass:: AsyncUpdateByQuery | ||
:inherited-members: | ||
:members: |
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.. _asyncio: | ||
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Using asyncio with Elasticsearch DSL | ||
==================================== | ||
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The ``elasticsearch-dsl`` package supports async/await with `asyncio <https://docs.python.org/3/library/asyncio.html>`__. | ||
To ensure that you have all the required dependencies, install the ``[async]`` extra: | ||
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.. code:: bash | ||
$ python -m pip install elasticsearch-dsl[async] | ||
Connections | ||
----------- | ||
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Use the ``async_connections`` module to manage your asynchronous connections. | ||
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.. code:: python | ||
from elasticsearch_dsl import async_connections | ||
async_connections.create_connection(hosts=['localhost'], timeout=20) | ||
All the options available in the ``connections`` module can be used with ``async_connections``. | ||
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How to avoid 'Unclosed client session / connector' warnings on exit | ||
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ | ||
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These warnings come from the ``aiohttp`` package, which is used internally by the | ||
``AsyncElasticsearch`` client. They appear often when the application exits and | ||
are caused by HTTP connections that are open when they are garbage collected. To | ||
avoid these warnings, make sure that you close your connections. | ||
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.. code:: python | ||
es = async_connections.get_connection() | ||
await es.close() | ||
Search DSL | ||
---------- | ||
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Use the ``AsyncSearch`` class to perform asynchronous searches. | ||
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.. code:: python | ||
from elasticsearch_dsl import AsyncSearch | ||
s = AsyncSearch().query("match", title="python") | ||
async for hit in s: | ||
print(hit.title) | ||
Instead of using the ``AsyncSearch`` object as an asynchronous iterator, you can | ||
explicitly call the ``execute()`` method to get a ``Response`` object. | ||
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.. code:: python | ||
s = AsyncSearch().query("match", title="python") | ||
response = await s.execute() | ||
for hit in response: | ||
print(hit.title) | ||
An ``AsyncMultiSearch`` is available as well. | ||
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.. code:: python | ||
from elasticsearch_dsl import AsyncMultiSearch | ||
ms = AsyncMultiSearch(index='blogs') | ||
ms = ms.add(AsyncSearch().filter('term', tags='python')) | ||
ms = ms.add(AsyncSearch().filter('term', tags='elasticsearch')) | ||
responses = await ms.execute() | ||
for response in responses: | ||
print("Results for query %r." % response.search.query) | ||
for hit in response: | ||
print(hit.title) | ||
Asynchronous Documents, Indexes, and more | ||
----------------------------------------- | ||
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The ``Document``, ``Index``, ``IndexTemplate``, ``Mapping``, ``UpdateByQuery`` and | ||
``FacetedSearch`` classes all have asynchronous versions that use the same name | ||
with an ``Async`` prefix. These classes expose the same interfaces as the | ||
synchronous versions, but any methods that perform I/O are defined as coroutines. | ||
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Auxiliary classes that do not perform I/O do not have asynchronous versions. The | ||
same classes can be used in synchronous and asynchronous applications. | ||
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When using a :ref:`custom analyzer <Analysis>` in an asynchronous application, use | ||
the ``async_simulate()`` method to invoke the Analyze API on it. | ||
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Consult the :ref:`api` section for details about each specific method. |
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