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S3的Parquet模式提取器

使用 PyArrow 库和 AWS S3 SDK (boto3) 从 Amazon S3 提取和验证 Parquet 文件模式。比较多个分区之间的模式以检测模式漂移和不兼容的类型更改。输出包含分区路径和受影响列详情的模式差异报告。

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S3的Parquet模式提取器

Extracts and validates Parquet file schemas from Amazon S3 using the PyArrow library and AWS S3 SDK (boto3). Compares schemas across multiple partitions to detect schema drift and incompatible type changes. Outputs a schema diff report with partition paths and affected column details.

Installation

Use the upstream install or setup path that matches your environment:

  • $ npm install parquetjs

Requirements and caveats from upstream:

  • This project requires a major overhaul, as well as handling and sorting through dozens of issues and prs.
  • fully asynchronous, pure node.js implementation of the Parquet file format
  • To use parquet.js with node.js, install it using npm:

Basic usage or getting-started notes:



  • Once you have installed the parquet.js library, you can import it as a single

  • Source: https://github.com/1991513ccie-png/skills

  • Extracted from upstream docs: https://raw.githubusercontent.com/ironSource/parquetjs/HEAD/README.md