dataraft

A focused entry point to checked data products. The metapackage exposes 17 product verbs and dr_demo(); specialist functions stay in their component namespaces.

Install

pak::pak("dataraft-r/dataraft")

For a nontechnical explanation of this component in a monthly report, read the DataRaft overview.

A small public surface

The metapackage exposes the common product verbs. Use component namespaces for specialist APIs. Begin with the five-chapter tutorial, then use the reference for exact arguments and behavior.

library(dataraft)

orders <- dr_product("orders") |>
  dr_add_contract(c(id = "integer", amount = "numeric")) |>
  dr_add_quality(~ amount >= 0)

result <- dr_run(orders,
  data = data.frame(id = 1:3, amount = c(25, 75, 50)),
  write = FALSE
)

dr_collect(result)

Start with these functions

Documentation

Read the changelog →