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.
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.X 2.5.* 2.5.X 2.6.* 2.6.XYou 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
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.
Q3. How to use the local PyMilvus repository for Milvus server?
A3.
Q4. How to check coding styles?
A4.
Q5. How to fix the coding styles?
A5
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 is available online: https://milvus.io/api-reference/pymilvus/v2.4.x/About.md
Developing package releasesThe 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
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