tidyaudit
Pipeline Audit Trails and Data Diagnostics for 'tidyverse' Workflows
Description
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.
Downloads
453
Last 30 days
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Last 90 days
1.6K
Last year
Trend: +3.7% (30d vs prior 30d)
0
Last 30 days
29
Last 90 days
40
Last year
Trend: -100% (30d vs prior 30d)
5
Last 7 days
14
Last 30 days
0
All-time
autoCRAN-only: this name is served only by autoCRAN, so the count is exact.
CRAN Check Status
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 12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 8, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 7, 2026
examples
Running massageExamples to create ‘tidyaudit-Ex.R’ failed Error in file(out, "wt") : cannot open the connection Calls: <Anonymous> -> Rd2ex -> file In addition: Warning message: In file(out, "wt") : cannot open file '/tmp/RtmpQ91W1J/file1ce7a73cfbaf7c/write_trail.R': No space left on device Execution halted NONE
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE May 3, 2026
tests
Running 'testthat.R' [33s]
Running the tests in 'tests/testthat.R' failed.
Complete output:
> library(testthat)
> library(tidyaudit)
>
> test_check("tidyaudit")
i filter_tap: amount > 300
Dropped 3 of 10 rows (30.0%)
before after
...[truncated]...
base::data.frame(...)
9. ├─base::as.data.frame(x[[i]], optional = TRUE)
10. └─base::as.data.frame.integer(x[[i]], optional = TRUE)
[ FAIL 4 | WARN 0 | SKIP 0 | PASS 1185 ]
Error:
! Test failures.
Execution halted
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
Code
Structure
Lines of code
13,214
Files
78
Compiled share
0%
Has compiled src
No
Language breakdown
API
Exported functions
30
Internal functions
75
Recent export changes
Testing & CI
Has tests
Yes
Test-to-code ratio
0.92
testthat edition
3
CI present
No
CI type
[]
PR gated
No
Docs
Return-value doc rate
100%
\dontrun example ratio
4.2%
Roxygen coverage
100%
Has pkgdown
No
NEWS present
Yes
Health & Security signals
Informational signals; not verdicts.
on.exit coverage
0%
Unsafe pattern score
0
Dep constraint coverage
28.6%
Secret pattern count
0
Bundled 3rd-party code
2 items
Portability & License
Min R version
4.1.0
System requirements
–
C++ standard
–
License
LGPL (>= 3)
License flags
not SPDX, not OSI
History
Versions
3
First release
2026-02-27
Latest release
2026-05-08
Avg cadence
35 days
Cold removal rate
–
Dep drift
1
LOC over versions
Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.
Dependency Network
Version History
3 trackedR Observatory began tracking this package on Mar 10, 2026; it first appeared on CRAN Feb 27, 2026. Releases before tracking aren’t shown.