elasticsearch8.16.0
Published
Python client for Elasticsearch
pip install elasticsearch
Package Downloads
Project URLs
Requires Python
>=3.8
Dependencies
- elastic-transport
<9,>=8.15.1 - aiohttp
<4,>=3; extra == "async" - aiohttp
; extra == "dev" - black
; extra == "dev" - build
; extra == "dev" - coverage
; extra == "dev" - isort
; extra == "dev" - jinja2
; extra == "dev" - mapbox-vector-tile
; extra == "dev" - nox
; extra == "dev" - numpy
; extra == "dev" - orjson
; extra == "dev" - pandas
; extra == "dev" - pyarrow
; extra == "dev" - pytest
; extra == "dev" - pytest-asyncio
; extra == "dev" - pytest-cov
; extra == "dev" - python-dateutil
; extra == "dev" - pyyaml
>=5.4; extra == "dev" - requests
<3,>=2; extra == "dev" - simsimd
; python_version < "3.13" and extra == "dev" - twine
; extra == "dev" - unasync
; extra == "dev" - sphinx
; extra == "docs" - sphinx-autodoc-typehints
; extra == "docs" - sphinx-rtd-theme
>=2.0; extra == "docs" - orjson
>=3; extra == "orjson" - pyarrow
>=1; extra == "pyarrow" - requests
!=2.32.2,<3.0.0,>=2.4.0; extra == "requests" - numpy
>=1; extra == "vectorstore-mmr" - simsimd
>=3; extra == "vectorstore-mmr"
Elasticsearch Python Client
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 or sign-up for a free trial of Elastic Cloud.
Refer to the Installation section of the getting started documentation.
Connecting
Refer to the Connecting section of the getting started documentation.
Usage
- Creating an index
- Indexing a document
- Getting documents
- Searching documents
- Updating documents
- Deleting documents
- 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.
Feedback 🗣️
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!
License
This software is licensed under the Apache License 2.0. See NOTICE.