---
title: "How to integrate python tools with Apache Iceberg to build ETLT pipeline on Shift-Left Architecture - 蘇揮原 Mars Su"
tags: PyConTW2025, 2025-organize, 2025-共筆
---

# How to integrate python tools with Apache Iceberg to build ETLT pipeline on Shift-Left Architecture - 蘇揮原 Mars Su

{%hackmd L_RLmFdeSD--CldirtUhCw %}

<iframe src=https://app.sli.do/event/aNa5FUTpqtR4jPChC6qmrs height=450 width=100%></iframe>

:::success
本演講提供 AI 翻譯字幕及摘要，請點選這裡前往 >> [PyCon Taiwan AI Notebook](https://pycontw.connyaku.app/?room=nEooQyMaefJuM8vq2NK8)
AI translation subtitles and summaries are available for this talk. Click here to access >> [PyCon Taiwan AI Notebook](https://pycontw.connyaku.app/?room=nEooQyMaefJuM8vq2NK8)
:::

> Collaborative writing start from below
> 從這裡開始共筆

Below is the part that speaker updated the talk/tutorial after speech
講者於演講後有更新或勘誤投影片的部份