<p align="center">
<img src="https://github.com/elastic/elasticsearch-py/raw/main/docs/logo-elastic-glyph-color.svg" width="20%" alt="Elastic logo" />
</p>
# Elasticsearch Python Client
<p align="center">
<a href="https://pypi.org/project/elasticsearch"><img alt="PyPI Version" src="https://img.shields.io/pypi/v/elasticsearch" /></a>
<a href="https://pypi.org/project/elasticsearch"><img alt="Python Versions" src="https://img.shields.io/pypi/pyversions/elasticsearch" /></a>
<a href="https://anaconda.org/conda-forge/elasticsearch"><img alt="Conda Version" src="https://img.shields.io/conda/vn/conda-forge/elasticsearch" /></a>
<a href="https://pepy.tech/project/elasticsearch?versions=*"><img alt="Downloads" src="https://static.pepy.tech/badge/elasticsearch" /></a>
<br/>
<a href="https://github.com/elastic/elasticsearch-py/actions/workflows/ci.yml?query=workflow%3ACI"><img alt="Build Status on GitHub" src="https://github.com/elastic/elasticsearch-py/workflows/CI/badge.svg" /></a>
<a href="https://buildkite.com/elastic/elasticsearch-py-integration-tests"><img alt="Buildkite Status on Buildkite" src="https://badge.buildkite.com/68e22afcb2ea8f6dcc20834e3a5b5ab4431beee33d3bd751f3.svg" /></a>
<a href="https://elasticsearch-py.readthedocs.io"><img alt="Documentation Status" src="https://readthedocs.org/projects/elasticsearch-py/badge/?version=latest" /></a><br>
</p>
*The official Python client for Elasticsearch.*
## Features
* Translating basic Python data types to and from JSON
* Configurable automatic discovery of cluster nodes
* Persistent connections
* Load balancing (with pluggable selection strategy) across available nodes
* Failed connection penalization (time based - failed connections won't be
retried until a timeout is reached)
* Support for TLS and HTTP authentication
* Thread safety across requests
* Pluggable architecture
* Helper functions for idiomatically using APIs together
## Installation
[Download the latest version of Elasticsearch](https://www.elastic.co/downloads/elasticsearch)
or
[sign-up](https://cloud.elastic.co/registration?elektra=en-ess-sign-up-page)
for a free trial of Elastic Cloud.
Refer to the [Installation section](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/getting-started-python.html#_installation)
of the getting started documentation.
## Connecting
Refer to the [Connecting section](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/getting-started-python.html#_connecting)
of the getting started documentation.
## Usage
-----
* [Creating an index](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/getting-started-python.html#_creating_an_index)
* [Indexing a document](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/getting-started-python.html#_indexing_documents)
* [Getting documents](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/getting-started-python.html#_getting_documents)
* [Searching documents](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/getting-started-python.html#_searching_documents)
* [Updating documents](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/getting-started-python.html#_updating_documents)
* [Deleting documents](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/getting-started-python.html#_deleting_documents)
* [Deleting an index](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/getting-started-python.html#_deleting_an_index)
## Compatibility
Language clients are forward compatible; meaning that the clients support
communicating with greater or equal minor versions of Elasticsearch without
breaking. It does not mean that the clients automatically support new features
of newer Elasticsearch versions; it is only possible after a release of a new
client version. For example, a 8.12 client version won't automatically support
the new features of the 8.13 version of Elasticsearch, the 8.13 client version
is required for that. Elasticsearch language clients are only backwards
compatible with default distributions and without guarantees made.
| Elasticsearch Version | Elasticsearch-Python Branch | Supported |
| --------------------- | ------------------------ | --------- |
| main | main | |
| 8.x | 8.x | 8.x |
| 7.x | 7.x | 7.17 |
If you have a need to have multiple versions installed at the same time older
versions are also released as ``elasticsearch7`` and ``elasticsearch8``.
## Documentation
Documentation for the client is [available on elastic.co] and [Read the Docs].
[available on elastic.co]: https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/index.html
[Read the Docs]: https://elasticsearch-py.readthedocs.io
## Feedback ð£ï¸
The engineering team here at Elastic is looking for developers to participate in
research and feedback sessions to learn more about how you use our Python client and
what improvements we can make to their design and your workflow. If you're interested in
sharing your insights into developer experience and language client design, please fill
out this [short form]. Depending on the number of responses we get, we may either
contact you for a 1:1 conversation or a focus group with other developers who use the
same client. Thank you in advance - your feedback is crucial to improving the user
experience for all Elasticsearch developers!
[short form]: https://forms.gle/bYZwDQXijfhfwshn9
## License
This software is licensed under the [Apache License 2.0](./LICENSE). See [NOTICE](./NOTICE).
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您可以按照以下步骤下载、配置和使用Elasticsearch数据库: 下载Elasticsearch数据库 访问Elasticsearch官方网站:https://www.elastic.co/downloads/elasticsearch 根据您的操作系统选择合适的版本并下载安装包(通常为zip或tar.gz格式)。 配置Elasticsearch数据库 解压下载的安装包到您想要安装Elasticsearch的目录。 进入Elasticsearch的config目录,找到elasticsearch.yml文件,用文本编辑器打开。 根据您的需求修改elasticsearch.yml文件中的配置,如端口、集群名称、数据存储路径等。 保存并关闭elasticsearch.yml文件。 启动Elasticsearch数据库 打开命令行工具,切换到Elasticsearch的bin目录。 运行以下命令启动Elasticsearch: ./elasticsearch 等待一段时间,直到Elasticsearch成功启动。您可以通过访问http://localhost:9200来验证是否正常
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