Package: tidyaudit 0.2.1

tidyaudit: Pipeline Audit Trails and Data Diagnostics for 'tidyverse' Workflows

Provides pipeline audit trails and data diagnostics for 'tidyverse' workflows. The audit trail system captures lightweight metadata snapshots at each step of a pipeline, building a structured record without storing the data itself. Operation-aware taps enrich snapshots with join match rates and filter drop statistics. Trails can be serialized to 'JSON' or 'RDS' and exported as self-contained 'HTML' visualizations. Also includes diagnostic functions for interactive data analysis including frequency tables, string quality auditing, and data comparison.

Authors:Fernando Cordeiro [aut, cre, cph]

tidyaudit_0.2.1.tar.gz
tidyaudit_0.2.1.zip(r-4.7)tidyaudit_0.2.1.zip(r-4.6)tidyaudit_0.2.1.zip(r-4.5)
tidyaudit_0.2.1.tgz(r-4.6-any)tidyaudit_0.2.1.tgz(r-4.5-any)
tidyaudit_0.2.1.tar.gz(r-4.7-any)tidyaudit_0.2.1.tar.gz(r-4.6-any)
tidyaudit_0.2.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
tidyaudit/json (API)
NEWS

# Install 'tidyaudit' in R:
install.packages('tidyaudit', repos = c('https://fpcordeiro.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/fpcordeiro/tidyaudit/issues

Pkgdown/docs site:https://fpcordeiro.github.io

On CRAN:

Conda:

4.90 score 1 stars 362 downloads 30 exports 15 dependencies

Last updated from:550f0aea4b. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK147
source / vignettesOK172
linux-release-x86_64OK139
macos-release-arm64OK83
macos-oldrel-arm64OK101
windows-develOK102
windows-releaseOK100
windows-oldrelOK102
wasm-releaseOK108

Exports:anti_join_tapaudit_diffaudit_exportaudit_reportaudit_tapaudit_trailaudit_transformcompare_tablesdiagnose_nasdiagnose_stringsfilter_dropfilter_keepfilter_out_tapfilter_tapfull_join_tapget_summary_tableinner_join_tapleft_join_tapread_trailright_join_tapsemi_join_tapsummarize_columntabtab_taptrail_to_dftrail_to_listvalidate_joinvalidate_primary_keysvalidate_var_relationshipwrite_trail

Dependencies:clidplyrgenericsgluelifecyclemagrittrpillarpkgconfigR6rlangtibbletidyselectutf8vctrswithr

Audit Trail Walkthrough

Rendered fromtidyaudit.Rmdusingknitr::rmarkdownon May 28 2026.

Last update: 2026-03-24
Started: 2026-02-14

Diagnostic Functions Guide

Rendered fromdiagnostics.Rmdusingknitr::rmarkdownon May 28 2026.

Last update: 2026-03-24
Started: 2026-02-14

Readme and manuals

Help Manual

Help pageTopics
Compare Two Audit Trail Snapshotsaudit_diff print.audit_diff
Export an Audit Trail as a Self-Contained HTML Fileaudit_export
Generate an Audit Reportaudit_report
Record a Pipeline Snapshotaudit_tap
Audit a Vector Transformationaudit_transform print.audit_transform
Compare Two Tablesas.data.frame.compare_tbl compare_tables print.compare_tbl
Diagnose Missing Valuesdiagnose_nas print.diagnose_na
Diagnose String Column Qualitydiagnose_strings print.diagnose_strings
Filter Data with Diagnostic Statistics (Drop)filter_drop filter_drop.data.frame
Filter Data with Diagnostic Statistics (Keep)filter_keep filter_keep.data.frame
Operation-Aware Filter Tapsfilter_out_tap filter_tap
Generate Summary Table for a Data Frameget_summary_table
Operation-Aware Join Tapsanti_join_tap full_join_tap inner_join_tap join_tap left_join_tap right_join_tap semi_join_tap
Create an Audit Trailaudit_trail print.audit_snap print.audit_trail
Read an Audit Trail from a Fileread_trail
Summarize a Single Columnsummarize_column
Tabulate Variablesas.data.frame.tidyaudit_tab print.tidyaudit_tab tab
Record a Tabulation Snapshot in a Pipelinetab_tap
Convert an Audit Trail to a Data Frametrail_to_df
Convert an Audit Trail to a Plain Listtrail_to_list
Validate Join Operations Between Two Tablesprint.validate_join summary.validate_join validate_join
Validate Primary Keysprint.validate_pk validate_primary_keys
Validate Variable Relationshipprint.validate_var_rel validate_var_relationship
Write an Audit Trail to a Filewrite_trail