阿里云MaxFrame客户端项目教程

最新推荐文章于 2025-02-13 09:33:46 发布

原创最新推荐文章于 2025-02-13 09:33:46 发布 · 291 阅读

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阿里云MaxFrame客户端项目教程

alibabacloud-odps-maxframe-client项目地址:https://gitcode.com/gh_mirrors/al/alibabacloud-odps-maxframe-client

1. 项目的目录结构及介绍

阿里云MaxFrame客户端项目的目录结构如下：

alibabacloud-odps-maxframe-client/
├── docs/
├── github/
│   └── workflows/
├── LICENSE
├── README.rst
├── setup.cfg
└── ...

目录结构介绍

docs/: 存放项目的文档文件。
github/workflows/: 存放GitHub Actions的工作流配置文件。
LICENSE: 项目的许可证文件，采用Apache-2.0许可证。
README.rst: 项目的主介绍文件，包含项目的基本信息和使用说明。
setup.cfg: 项目的配置文件，包含安装和构建的相关配置。

2. 项目的启动文件介绍

项目的启动文件主要是README.rst，它包含了项目的基本信息、安装指南和使用示例。以下是README.rst的部分内容：

MaxCompute MaxFrame Client
==========================

MaxFrame is a computational framework created by Alibaba Cloud to provide a way for Python developers to parallelize their code with MaxCompute. It creates a runnable computation graph locally, submits it to MaxCompute to execute, and obtains results from MaxCompute. MaxFrame client is the client of MaxFrame. Currently, it provides a DataFrame-based SDK with compatible APIs for pandas. In future, other common Python libraries like numpy and scikit-learn will be added as well.

Installation
------------

You may install MaxFrame client through PIP:

.. code-block:: bash

    pip install maxframe

Latest beta version can be installed with --pre argument:

.. code-block:: bash

    pip install --pre maxframe

You can also install MaxFrame client from source code:

.. code-block:: bash

    pip install git+https://github.com/aliyun/alibabacloud-odps-maxframe-client.git

3. 项目的配置文件介绍

项目的配置文件是setup.cfg，它包含了安装和构建项目的相关配置。以下是setup.cfg的部分内容：

[metadata]
name = alibabacloud-odps-maxframe-client
version = 0.1.0
description = MaxFrame client for MaxCompute
long_description = file: README.rst
long_description_content_type = text/x-rst
author = Alibaba Cloud
author_email = xxx@alibabacloud.com
url = https://github.com/aliyun/alibabacloud-odps-maxframe-client
license = Apache-2.0

[options]
packages = find:
install_requires =
    odps
    pandas

[options.packages.find]
where = .