Skip to main content

Python Sdk for Milvus

Project description

Milvus Python SDK

version Supported Python Versions Downloads Downloads Downloads

license Mergify Status Static Badge

Python SDK for Milvus. To contribute code to this project, please read our contribution guidelines first. If you have some ideas or encounter a problem, you can find us in the Slack channel #py-milvus.

Compatibility

The following collection shows Milvus versions and recommended PyMilvus versions:

Milvus version Recommended PyMilvus version
1.0.* 1.0.1
1.1.* 1.1.2
2.0.* 2.0.2
2.1.* 2.1.3
2.2.* 2.2.15
2.3.* 2.3.7
2.4.* 2.4.10
2.5.* 2.5.0

Installation

You can install PyMilvus via pip or pip3 for Python 3.8+:

$ pip3 install pymilvus
$ pip3 install pymilvus[model] # for milvus-model
$ pip3 install pymilvus[bulk_writer] # for bulk_writer

You can install a specific version of PyMilvus by:

$ pip3 install pymilvus==2.4.10

You can upgrade PyMilvus to the latest version by:

$ pip3 install --upgrade pymilvus

FAQ

Q1. How to get submodules?

A1. The following command will get the protos matching to the generated files, for protos of certain version, see milvus-proto for details.

$ git submodule update --init

Q2. How to generate python files from milvus-proto?

A2.

$ make gen_proto

Q3. How to use the local PyMilvus repository for Milvus server?

A3.

$ make install

Q4. How to check coding styles?

A4.

make lint

Q5. How to fix the coding styles?

A5

make format

Q6. How to run unittests?

A6

$ pip install ".[dev]"
$ make unittest

Q7. zsh: no matches found: pymilvus[model], how do I solve this?

A7

$ pip install "pymilvus[model]"

Documentation

Documentation is available online: https://milvus.io/api-reference/pymilvus/v2.4.x/About.md

Developing package releases

The commits on the development branch of each version will be packaged and uploaded to Test PyPI.

The package name generated by the development branch is x.y.z.rc, where is the number of commits that differ from the most recent release.

  • For example, after the release of 2.3.4, two commits were submitted on the 2.3 branch. The version number of the latest commit of 2.3 branch is 2.3.5.rc2.

  • For example, after the release of 2.3.4, 10 commits were submitted on the master branch. The version number of the latest commit of master branch is 2.4.0.rc10.

To install the package on Test PyPi, you need to append --extra-index-url after pip, for example:

$ python3 -m pip install --extra-index-url https://test.pypi.org/simple/ pymilvus==2.1.0.dev66

License

Apache License 2.0

Project details


Release history Release notifications | RSS feed

This version

2.5.3

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

pymilvus-2.5.3.tar.gz (1.3 MB view details)

Uploaded Source

Built Distribution

pymilvus-2.5.3-py3-none-any.whl (229.9 kB view details)

Uploaded Python 3

File details

Details for the file pymilvus-2.5.3.tar.gz.

File metadata

  • Download URL: pymilvus-2.5.3.tar.gz
  • Upload date:
  • Size: 1.3 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.0.1 CPython/3.12.8

File hashes

Hashes for pymilvus-2.5.3.tar.gz
Algorithm Hash digest
SHA256 68bc3797b7a14c494caf116cee888894ffd6eba7b96a3ac841be85d60694cc5d
MD5 2ce2d34bac5449f230a3675b5c4955e9
BLAKE2b-256 a98aa10d29f5d9c9c33ac71db4594e3e6230279d557d6bd5fde6f99d1edfc360

See more details on using hashes here.

File details

Details for the file pymilvus-2.5.3-py3-none-any.whl.

File metadata

  • Download URL: pymilvus-2.5.3-py3-none-any.whl
  • Upload date:
  • Size: 229.9 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.0.1 CPython/3.12.8

File hashes

Hashes for pymilvus-2.5.3-py3-none-any.whl
Algorithm Hash digest
SHA256 64ca63594284586937274800be27a402f3be2d078130bf81d94ab8d7798ac9c8
MD5 6fd6a6cdca7275338a11cf3a2fd4f762
BLAKE2b-256 7eef2a5682e02ef69465f7a50aa48fd9ac3fe12a3f653f51cbdc211a28557efc

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page