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datadiff

Data Validation Based on 'YAML' Rules

v0.5.0 · Jun 18, 2026 · MIT + file LICENSE

Description

A comprehensive data validation package that allows comparing datasets using configurable validation rules defined in 'YAML' files. Built on top of the 'pointblank' package for robust data validation, it supports exact matching, tolerance-based numeric comparisons, text normalization, and row count validation.

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CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Package required but not available: ‘pointblank’

Package suggested but not available for checking: ‘dbplyr’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
OK 7 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 18, 2026

Dependency Network

Dependencies Reverse dependencies dplyr pointblank rlang tidyselect yaml datadiff

Version History

2 tracked
updated 0.5.0 ← 0.4.4 diff Jun 18, 2026
new 0.4.4 Mar 18, 2026