November 2025
Beginner to intermediate
388 pages
6h 8m
Japanese
book
詳解 データレイクハウスアーキテクチャ ―Delta Lakeを使ったデータAI活用とガバナンス
by Denny Lee, Tristen Wentling, Scott Haines, Prashanth Babu, 長谷川 亮, 倉光 怜, 小谷 尚太郎, 竹下 俊一郎
Content preview from 詳解 データレイクハウスアーキテクチャ ―Delta Lakeを使ったデータAI活用とガバナンス
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4章Delta Lakeエコシステムの詳細解説
これまでの章では、Sparkエコシステム内でのDelta Lakeについて詳しく述べた。しかし、Deltaプロトコルは基盤となるテーブルフォーマットとしてだけでなく、コンピューティング環境全体に対しても強力な相互運用性を提供する。これにより、信頼できる唯一の情報源として、レイクハウスアプリケーションを強化するための広大な可能性の扉が開かれる。今こそ枠を超えて、コネクタエコシステムに目を向けよう。
コネクタエコシステムとは、常に拡大している一連のフレームワーク、サービスそしてコミュニティらがそれぞれ主導する取り組みの集合体であり、ほぼどこからでもDelta Lakeを利用できるようにするものである。この相互運用性に対するコミットメントにより、私たちが投じた多くの努力を犠牲にすることなく、Sparkエコシステム外でオープンソースコミュニティの懸命な努力や取り組みを最大限活用することができる。
この章では、人気のあるDeltaコネクタをいくつか紹介し、従来のSparkエコシステム外からDeltaベースのデータアプリケーションを操作する方法を学ぶ。Apache Sparkでの経験があまりない方も安心だ。この章はApache SparkなしでDelta Lakeを使う方法に焦点を当て、コネクタエコシステムがどのように機能するかをより詳しく見ていく。
以下の統合を取り上げる予定である†1。
[†1] 進化する統合の全リストは、Delta Lake Webサイトの「Delta Lake Integrations」（https://oreil.ly/nlO4w）を参照のこと。
- Flink DataStream Connector
- Kafka Delta ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.