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Learn DataRaft

Learn by doing: DataRaft step by step, the complete hands-on course with a downloadable R script.

A clear path from the idea to a working data product.

Choose where to begin

Understand the idea

A monthly report shows why data rules, checks and saved versions matter.

Explore ↗FIRST R EXAMPLE

Make a checked delivery

Five chapters from installation to reading a saved version.

Explore ↗PRACTICE

Work through the R course

Guided exercises and a complete downloadable script.

Explore a specific task

These guides go deeper when you need related tables, integrations, governance or technical reference.

Guarantees and limits

A practical guide from the package documentation.

Explore ↗dataraft

Integrations and extension boundaries

A practical guide from the package documentation.

Explore ↗dataraft

Review contracts as files and retain delivery evidence

A practical guide from the package documentation.

Explore ↗dataraft

Insurance deliveries: contracts, relationships and reproducible measures

A practical guide from the package documentation.

Explore ↗dataraft

Why DataRaft?

A practical guide from the package documentation.

Explore ↗dataraft.core

Extend DataRaft through its S3 protocols

A practical guide from the package documentation.

Explore ↗dataraft.adapters

Write and test a DataRaft adapter

A practical guide from the package documentation.

Explore ↗dataraft.adapters

Exchange checked tables with Python

A practical guide from the package documentation.

Explore ↗dataraft.ide

Inspect and try products without a lake

A practical guide from the package documentation.

Explore ↗PROJECT

Pin a compatible family

Project guidance and practical reference.

Explore ↗PROJECT

Security and trust boundaries

Project guidance and practical reference.

Explore ↗PROJECT

Contribute to DataRaft

Project guidance and practical reference.

Explore ↗PROJECT

The DataRaft cheatsheet

Project guidance and practical reference.

Explore ↗DATA PRODUCTS

Publish to multiple output ports

One checked delivery, multiple targets and explicit partial-failure evidence.

Explore ↗GOVERNANCE

Set product policies

Require an owner or other metadata before publishing.

Explore ↗VERSIONS

Family and website sources

See the fixed package commits and documentation sources.