pymilvus 3.0.0
pip install pymilvus
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Python Sdk for Milvus
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milvus
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- Author: PyMilvus Team
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- License: Apache Software License
- Requires: Python >=3.8
-
Provides-Extra:
bulk-writer,model,milvus-lite,dev
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Project description
Milvus Python SDK
👁 version
👁 Supported Python Versions
👁 Downloads
👁 Downloads
👁 Downloads
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.X |
| 2.5.* | 2.5.X |
| 2.6.* | 2.6.X |
Installation
You can install PyMilvus via pip or pip3 for Python 3.8+:
$pip3installpymilvus $pip3installpymilvus[model]# for milvus-model $pip3installpymilvus[bulk_writer]# for bulk_writer
You can install a specific version of PyMilvus by:
$pip3installpymilvus==2.4.10
You can upgrade PyMilvus to the latest version by:
$pip3install--upgradepymilvus
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.
$gitsubmoduleupdate--init
Q2. How to generate python files from milvus-proto?
A2.
$makegen_proto
Q3. How to use the local PyMilvus repository for Milvus server?
A3.
$makeinstall
Q4. How to check and auto-fix the coding styles?
A4.
makelint makeformat
Q5. How to set up pre-commit hooks to automatically check and fix the coding styles?
Once installed, the hooks will automatically run make format and make lint before each commit. If the checks fail, the commit will be aborted, and you'll need to fix the issues before committing again.
A5. Pre-commit hooks help ensure code quality by automatically running linting and formatting checks before each commit.
# Install pre-commit (if not already installed) $pipinstallpre-commit # Install the git hook scripts $pre-commitinstall
Q7. How to run unittests?
A7
$pipinstall".[dev]"
$makeunittest
Q8. zsh: no matches found: pymilvus[model], how do I solve this?
A8
$pipinstall"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-mpipinstall--extra-index-urlhttps://test.pypi.org/simple/pymilvus==2.1.0.dev66
License
Project details
Verified details
These details have been verified by PyPIProject links
GitHub Statistics
Maintainers
👁 Avatar for GooseYang from gravatar.comGooseYang 👁 Avatar for milvus from gravatar.com
milvus
Meta
- Author: PyMilvus Team
Unverified details
These details have not been verified by PyPIMeta
- License: Apache Software License
- Requires: Python >=3.8
-
Provides-Extra:
bulk-writer,model,milvus-lite,dev
Classifiers
- License
- Programming Language
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