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Big Data Technology & Architecture
Big Data Technology & Architecture
Mar 30, 2022 · Databases

Understanding ClickHouse AggregatingMergeTree, AggregateFunction, and Materialized Views

This article explains how ClickHouse's AggregatingMergeTree engine uses the special AggregateFunction data type to pre‑aggregate data, demonstrates table creation, data insertion, and querying with state and merge functions, and shows how to combine it with materialized views for efficient analytics.

AggregateFunctionAggregatingMergeTreeClickHouse
0 likes · 8 min read
Understanding ClickHouse AggregatingMergeTree, AggregateFunction, and Materialized Views
DataFunTalk
DataFunTalk
Aug 28, 2021 · Databases

ClickHouse Projection: Concepts, Use Cases, Implementation and Production Benefits

This article presents an in‑depth overview of ClickHouse's Projection feature, covering its background, definition, storage and query mechanisms, practical use‑case demonstrations, performance comparisons with competing OLAP systems, and real‑world production results that highlight its advantages and limitations.

ClickHouseDataWarehouseMaterializedView
0 likes · 20 min read
ClickHouse Projection: Concepts, Use Cases, Implementation and Production Benefits