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Topic

Columnar storage

Columnar storage shows up across 3 courses in 2 layersof the data platform stack. Here's where it's taught, a free way to practice it, and what to learn next.

Where it's taught

◼Storage & File Formats

Parquet, Part 1: Layout, Types, and Encodings

Layout, physical types, encodings, codecs, logical types, and nested schemas: the bytes of a Parquet file from the inside out.

17 ch · 4h 18m

1 free

Parquet, Part 2: Indexing, Encryption, and Engines

Indexing, predicate pushdown, encryption, the Variant type, and engine integrations.

13 ch · 3h 22m

1 free
◈Query Engines & OLAP

ClickHouse Core

16 ch · 4h 37m

1 free

Related topics

↗parquet↗bloom filters↗clickhouse↗column statistics↗compression codecs↗dictionary encoding↗dremel encoding↗materialized views↗MergeTree↗nested schemas

Start learning columnar storage free

The first chapter of every course is free to read — no account needed.

Start: Parquet, Part 1: Layout, Types, and Encodings →All strata
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The physics layer of data

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Curriculum

Data Engineer RoadmapAll strataStorage & File FormatsIngestion & TransportOpen Table FormatsCompute EnginesOrchestration & PipelinesQuery Engines & OLAPSemantic & Metrics LayerPII & Data Governance

Tools

All toolsParquet ViewerFreeSCD PlaygroundFreePII Masking GeneratorFree

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