Package: ksCompare 0.2.4

Igor Aleschenkov

ksCompare: Smart Data Frame Comparison in the Spirit of SAS PROC COMPARE

A tidyverse-native engine for comparing two data frames in the spirit of SAS 'PROC COMPARE', with extensions for clinical/pharma workflows: per-column tolerances (absolute, relative, and ULP), smart column matching, intelligent type reconciliation, SAS special-missing awareness, diff-pattern detection, and rich HTML/Excel reports.

Authors:Igor Aleschenkov [aut, cre]

ksCompare_0.2.4.tar.gz
ksCompare_0.2.4.zip(r-4.7-any)ksCompare_0.2.4.zip(r-4.6-any)ksCompare_0.2.4.zip(r-4.5-any)
ksCompare_0.2.4.tgz(r-4.6-any)ksCompare_0.2.4.tgz(r-4.5-any)
ksCompare_0.2.4.tar.gz(r-4.7-any)ksCompare_0.2.4.tar.gz(r-4.6-any)
ksCompare_0.2.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ksCompare/json (API)

# Install 'ksCompare' in R:
install.packages('ksCompare', repos = c('https://crow16384.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/al-garik/kscompare/issues

Pkgdown/docs site:https://al-garik.github.io

On CRAN:

Conda:

clinical-trialsdatasets-comparison

4.60 score 1 stars 22 scripts 29 exports 19 dependencies

Last updated from:1ed505b1d1. Checks:7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develNOTE147
source / vignettesOK181
linux-releaseNOTE162
macos-releaseNOTE122
macos-oldrelNOTE140
windows-develNOTE124
windows-releaseNOTE107
windows-oldrelNOTE117
wasm-releaseOK122

Exports:as_ks_comparisonas_outbaseas_outcompas_outdifas_outnoequalas_tibbleks_assert_cleanks_cause_summaryks_check_report_htmlks_check_rulesks_check_summaryks_collapse_check_msgsks_comp_optionsks_compareks_compare_check_stateks_glanceks_match_healthks_pointblank_stepks_recommendationsks_report_htmlks_report_xlsxks_row_diff_summaryks_save2xlsx_byks_set_comp_optionsks_suggest_keyks_sysinfoks_tidyks_tolks_unmatched_rows

Dependencies:base64encclidigestdplyrgenericsgluelifecyclemagrittrpillarpkgconfigpurrrR6rlangstringitibbletidyselectutf8vctrswithr

Powerful Data Validation Engine
Introduction | Overview | Key Features | Core Concepts | Rule Structure | Data Structure | Result Structure | Usage Examples | Complete Example | Example data: | Validation rules | Mode Comparison | When to Use Which? | Performance Tips | Error Message Design | Advanced Usage | Categorizing Violations | Generating Summary Reports | HTML Check Report | XLSX Export | Tracking Changes Across Runs | Visualizing Validation Results | Common Patterns and Recipes | Range Checks | Presence Checks | Format Validation | Conditional Checks | Reference Data Checks | Group-Specific Validation | Best Practices | Conclusion | Key Benefits | Final Thoughts
Rendered frompowerful_data_validation_engine.Rmdusingknitr::rmarkdown

Last update: 2026-07-13
Started: 2026-07-13

From PROC COMPARE
Cheat sheet | Row matching strategies | OUT* outputs | SYSINFO bitmask | Things ksCompare does not try to replicate
Rendered fromfrom-proc-compare.Rmdusingknitr::rmarkdown

Last update: 2026-07-06
Started: 2026-04-29

Getting started with ksCompare
A first comparison | What's inside cmp? | Triage helpers | Tolerances | Options | Renamed columns | Reading files directly | Duplicate keys | Next steps
Rendered fromgetting-started.Rmdusingknitr::rmarkdown

Last update: 2026-07-06
Started: 2026-04-29

Reports
HTML | Smart sampling | Group by key | Excel
Rendered fromreports.Rmdusingknitr::rmarkdown

Last update: 2026-07-06
Started: 2026-04-29

Smart features
ULP tolerance | Auto-key inference | Diff triage helpers | First / last unequal observations | Duplicate-key strategies | SAS format normalisation | Encoding-safe string comparison | Pattern detection
Rendered fromsmart-features.Rmdusingknitr::rmarkdown

Last update: 2026-07-06
Started: 2026-04-29

Pipeline gates
ks_assert_clean | Tolerating known diffs | CI integration | With pointblank | With arsenal
Rendered frompipeline-gates.Rmdusingknitr::rmarkdown

Last update: 2026-04-29
Started: 2026-04-29