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ClickHouse® Engines Deep Dive

This learning module covers ClickHouse table engines, the core mechanism that defines how data is stored, indexed, merged, and queried. Understanding engines is essential for building efficient analytics systems in ClickHouse.

Chapter 19

Intro to Engines

Video lesson Reading materials
Intro to Engines

Chapter 20

Engine Families

Video lesson Reading materials
Engine Families

Chapter 21

MergeTree Family

Video lesson Reading materials
MergeTree Family

Chapter 26

Engine Settings

Reading materials
Engine Settings

Chapter 27

ClickHouse Engines Cheat Sheet

Reading materials
ClickHouse Engines Cheat Sheet
What you'll learn
  • Engine Architecture: How engines define data storage, indexing, and merge behavior
  • MergeTree Family: Understanding the most important engine family for production use
  • Partitioning & Sorting: How to choose partition keys and sorting keys for optimal performance
  • Pre-aggregation: When and how to use SummingMergeTree and AggregatingMergeTree
  • Engine Selection: Quick reference for choosing the right engine for your use case

Learn More

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ClickHouse® Engines Deep Dive | ClickHouse for Developers