Python Sdk for Milvus

Navigation

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 Software License
  • Author: Milvus Team
  • Requires: Python >=3.8
Classifiers
Report project as malware

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.* 2.3.6

Installation

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

$ pip3 install pymilvus

You can install a specific version of PyMilvus by:

$ pip3 install pymilvus==2.3.4

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.

$ make install

Q4. How to check coding styles?

A4.

make lint

Q5. How to fix the coding styles?

Q5

make format

Documentation

Documentation is available online: https://milvus.io/api-reference/pymilvus/v2.3.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

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 Software License
  • Author: Milvus Team
  • Requires: Python >=3.8
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

This version

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

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

Download files

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

Source Distribution

pymilvus-2.3.6.tar.gz (1.2 MB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

pymilvus-2.3.6-py3-none-any.whl (175.3 kB view details)

Uploaded Python 3

File details

Details for the file pymilvus-2.3.6.tar.gz.

File metadata

  • Download URL: pymilvus-2.3.6.tar.gz
  • Upload date:
  • Size: 1.2 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.7

File hashes

Hashes for pymilvus-2.3.6.tar.gz
Algorithm Hash digest
SHA256 61ab05d77728ddca79793abec50cf7d441c902790b0f70d2a3dd74ec76ec2cd2
MD5 8fd53e5abf607d8c9ac7d0f6052cb34c
BLAKE2b-256 4a99dfa7eac19c143a3498f6c70b76e63aa1d16d77f65c320e771d13e12d9114

See more details on using hashes here.

File details

Details for the file pymilvus-2.3.6-py3-none-any.whl.

File metadata

  • Download URL: pymilvus-2.3.6-py3-none-any.whl
  • Upload date:
  • Size: 175.3 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.7

File hashes

Hashes for pymilvus-2.3.6-py3-none-any.whl
Algorithm Hash digest
SHA256 eebeab9a43827bb90ceb7ff658eeb25a0383980d75be3b2aa3dd151a42f60c9a
MD5 c777a42bb11749322c949065cddeb620
BLAKE2b-256 ebe91092a15322a45d6ca9a403dcf3842272098d76d26041ce6e239a9db40f9f

See more details on using hashes here.

Supported by

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