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Data Validation and Organization of Metadata for Local and Remote Tables

v0.12.3 · Nov 28, 2025 · MIT + file LICENSE

Description

Validate data in data frames, 'tibble' objects, 'Spark' 'DataFrames', and database tables. Validation pipelines can be made using easily-readable, consecutive validation steps. Upon execution of the validation plan, several reporting options are available. User-defined thresholds for failure rates allow for the determination of appropriate reporting actions. Many other workflows are available including an information management workflow, where the aim is to record, collect, and generate useful information on data tables.

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CRAN Check Status

14 OK
Show all 14 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-macos-arm64 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 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (5)

imports

Dependency Network

Dependencies Reverse dependencies base64enc blastula cli DBI digest dplyr dbplyr (>= 2.3.0) fs glue gt htmltools knitr rlang magrittr scales +5 more dependencies datadiff aggreCAT intendo manystates whep pointblank

Version History

new 0.12.3 Mar 10, 2026
updated 0.12.3 ← 0.12.2 diff Nov 27, 2025
updated 0.12.2 ← 0.12.1 diff Oct 22, 2024
updated 0.12.1 ← 0.12.0 diff Mar 24, 2024
updated 0.12.0 ← 0.11.4 diff Feb 29, 2024
updated 0.11.4 ← 0.11.3 diff Apr 24, 2023
updated 0.11.3 ← 0.11.2 diff Feb 8, 2023
updated 0.11.2 ← 0.11.1 diff Oct 8, 2022
updated 0.11.1 ← 0.11.0 diff Sep 5, 2022
updated 0.11.0 ← 0.10.0 diff Jul 13, 2022
updated 0.10.0 ← 0.9.0 diff Jan 22, 2022
updated 0.9.0 ← 0.8.0 diff Oct 27, 2021
updated 0.8.0 ← 0.7.0 diff Jul 24, 2021
updated 0.7.0 ← 0.6.0 diff Mar 8, 2021
updated 0.6.0 ← 0.5.2 diff Nov 19, 2020
updated 0.5.2 ← 0.5.1 diff Aug 27, 2020
updated 0.5.1 ← 0.5.0 diff Aug 26, 2020
updated 0.5.0 ← 0.4.0 diff Aug 11, 2020
updated 0.4.0 ← 0.3.1.1 diff Jun 21, 2020
updated 0.3.1.1 ← 0.3.0 diff Apr 1, 2020