Python Sdk for Milvus

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  • License: Apache-2.0
  • Author: Milvus Team
  • Requires: Python >=3.6
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Project description

Milvus Python SDK

version Supported Python Versions Downloads Downloads Downloads license Mergify Status

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.* 2.2.0

Installation

You can install PyMilvus via pip or pip3 for Python 3.6+:

$ pip3 install pymilvus

You can install a specific version of PyMilvus by:

$ pip3 install pymilvus==2.2.0

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?

Before generating python files, please install requirements in requirements.txt

A2.

$ make gen_proto

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

A3.

$ python setup.py install

Documentation

Documentation is available online: https://milvus.io/api-reference/pymilvus/v2.2.0/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.dev, where is the number of commits that differ from the most recent release.

  • For example, after the release of 2.0.1, two commits were submitted on the 2.0 branch. The version number of the latest commit of 2.0 branch is 2.0.2.dev2.

  • For example, after the release of 2.0.1, 10 commits were submitted on the master branch. The version number of the latest commit of master branch is 2.1.0.dev10.

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

Verified details

These details have been verified by PyPI
Maintainers
Avatar for GooseYang from gravatar.com GooseYang Avatar for milvus from gravatar.com milvus

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: Apache-2.0
  • Author: Milvus Team
  • Requires: Python >=3.6
Classifiers

Release history Release notifications | RSS feed

2.6.9

2.6.8

2.6.7

2.6.6

2.6.5

2.6.4

2.6.3

2.6.2

2.6.1

2.6.0

2.6.0b0 pre-release

2.5.18

2.5.17

2.5.16

2.5.15

2.5.14

2.5.13

2.5.12

2.5.11

2.5.10

2.5.9

2.5.8

2.5.7

2.5.6

2.5.5

2.5.4

2.5.3

2.5.2

2.5.1

2.5.0

2.4.15

2.4.14

2.4.13

2.4.12

2.4.11

2.4.10

2.4.9

2.4.8

2.4.7

2.4.6

2.4.5

2.4.4

2.4.3

2.4.2

2.4.1

2.4.0

2.3.8

2.3.7

2.3.6

2.3.5

2.3.4

2.3.3

2.3.2

2.3.1

2.3.0

2.3.0b1 pre-release

2.2.17

2.2.16

2.2.15

2.2.14

2.2.13

2.2.12

2.2.11

2.2.9

2.2.8

2.2.7

2.2.6 yanked

Reason this release was yanked:

Problematic version, not recommended

2.2.5

2.2.4

2.2.3

2.2.2

This version

2.2.1

2.2.0

2.1.3

2.1.2

2.1.1

2.1.0

2.0.2

2.0.1

2.0.0

2.0.0rc9 pre-release

2.0.0rc8 pre-release

2.0.0rc7 pre-release

2.0.0rc6 pre-release

2.0.0rc5 pre-release

2.0.0rc4 pre-release

2.0.0rc2 pre-release

2.0.0rc1 pre-release

1.1.2

1.1.1

1.1.0

1.0.1

1.0.0

0.4.0

0.3.0

0.2.15

0.2.14

0.2.13

0.2.12

0.2.11

0.2.10

0.2.9

0.2.8

0.2.7

0.2.6

0.2.5

0.2.4

0.2.3

0.2.2

0.2.1

0.2.0

0.1.25

0.1.24

0.1.23

0.1.22

0.1.21

0.1.20

0.1.19

0.1.18

0.1.17

0.1.16

0.1.15

0.1.14

0.1.13

0.1.12

0.1.11

0.1.10

0.1.9

0.1.8

0.1.7

0.1.6

0.1.5

0.1.4

0.1.3

0.1.2

0.1.1

0.1.0

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