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dlt Python 数据加载工具

一个开源的Python库,使从API、数据库和文件中加载数据到结构化数据集变得简单且符合Python风格。dlt自动化模式推断、增量加载和数据规范化,支持DuckDB、BigQuery、Snowflake和Postgres等目标端。

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dlt Python 数据加载工具

An open-source Python library that makes loading data from APIs, databases, and files into structured datasets simple and Pythonic. dlt automates schema inference, incremental loading, and normalization, supporting destinations like DuckDB, BigQuery, Snowflake, and Postgres.

Installation

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

  • pip install dlt

Requirements and caveats from upstream:

  • <strong>data load tool (dlt) — the open-source Python library that automates all your tedious data loading tasks</strong>
  • dlt supports Python 3.9 through Python 3.14. Note that some optional extras are not yet available for Python 3.14, so support for this version is considered experimental.
  • python

Basic usage or getting-started notes:

  • sh

  • Load chess game data from chess.com API and save it in DuckDB:

  • import dlt

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

  • Extracted from upstream docs: https://raw.githubusercontent.com/dlt-hub/dlt/HEAD/README.md