botocore: Modules from Python Standard Lib and 3rd Parties

**Botocore**, the low-level, core functionality library for AWS, is essential for interacting with AWS services. This **botocore** modules and metadata dataset is a critical resource for developers and organizations working with AWS, providing detailed insights into the usage of code external to the **botocore** package. This dataset covers four **botocore** versions from 1.30.0 to 1.33.0.

The dataset can be joined with [Python Standard Library Releases](https://app.snowflake.com/marketplace/providers/GZT1Z1RAUM8/Version%255E) module data and our other [Python Package Datasets](https://app.snowflake.com/marketplace/providers/GZT1Z1RAUM8/Version%255E) to evaluate risk, answering these questions, among others:

- Which modules are deprecated in botocore?
- What non-standard, third-party libraries are essential dependencies not only to botocore but also to your application's other packages, including cases in which multiple packages might rely on the same 3rd-party libraries?

As packages continue to evolve, understanding the landscape of standard library and third-party code used by individual packages becomes essential for maintaining a robust and secure codebase. This allows users to have a more fine-grained understanding of security risks and compatibility issues as their own applications evolve. This dataset serves as a comprehensive resource, enabling users to effectively manage their package dependencies. It is particularly valuable for risk audit teams, software developers, and tech companies that aim to enhance operational efficiency and minimize disruptions caused by incompatible or unsupported package versions.

This dataset not only facilitates immediate compatibility checks but also underpins long-term strategies for software health monitoring and upgrade planning. It offers a substantial return on investment by preempting future compatibility issues and promoting a forward-looking stance on software maintenance.

Key release information for **botocore** versions included in this dataset:

- **1.30.0** Introduced in July 2023, featuring performance improvements and new functions.
- **1.31.0** Released in July 2023, with enhancements to error handling and logging.
- **1.32.0** Available since November 2023, offering expanded support for new AWS services.
- **1.33.0** The latest version from November 2023, emphasizing compatibility and stability improvements.

搜集汇总

背景与挑战

背景概述

该数据集专注于botocore库在1.30.0至1.33.0版本中使用的Python标准库和第三方模块，旨在帮助开发者和组织分析依赖关系、评估安全风险及兼容性问题。它支持与相关数据集结合，以进行精细化的风险评估和长期软件健康监控。