安装Flower#

Python 版本#

Flower 至少需要 Python 3.8,但建议使用 `Python 3.10 <https://docs.python.org/3.10/>`_或更高版本。

安装稳定版#

Using pip#

稳定版本可在 PyPI::

python -m pip install flwr

对于使用虚拟客户端引擎的模拟,flwr` 应与`simulation`` 一起安装:

python -m pip install "flwr[simulation]"

Using conda (or mamba)#

Flower can also be installed from the conda-forge channel.

If you have not added conda-forge to your channels, you will first need to run the following:

conda config --add channels conda-forge
conda config --set channel_priority strict

Once the conda-forge channel has been enabled, flwr can be installed with conda:

conda install flwr

or with mamba:

mamba install flwr

验证安装#

The following command can be used to verify if Flower was successfully installed. If everything worked, it should print the version of Flower to the command line:

python -c "import flwr;print(flwr.__version__)"
1.9.0

高级安装选项#

Install via Docker#

How to run Flower using Docker

安装预发布版本#

在稳定版发布之前,Flower 的新版本(可能是不稳定版)有时会作为预发布版本(alpha、beta、候选发布版本)提供::

python -m pip install -U --pre flwr

对于使用虚拟客户端引擎的模拟,`flwr``预发行版应与`simulation``一起安装:

python -m pip install -U --pre flwr[simulation]

安装隔夜版本#

Flower 中最新(可能不稳定)的更改以隔夜发布的形式提供::

python -m pip install -U flwr-nightly

对于使用虚拟客户端引擎的模拟,`flwr-nightly`应与`simulation`一起安装:

python -m pip install -U flwr-nightly[simulation]