tidyaudit 0.1.0
Initial CRAN release.
tidyaudit provides pipeline audit trails and data diagnostics for tidyverse
workflows. An audit trail captures lightweight metadata snapshots at each pipe
step — without storing the data itself — and surfaces structured diffs and
reports to help you understand how a dataset changes through a pipeline.
Core features
audit_trail()— create a named trail with reference semanticsaudit_tap()— transparent pass-through that records a snapshot- Operation-aware taps:
left_join_tap(),right_join_tap(),inner_join_tap(),
full_join_tap(),anti_join_tap(),semi_join_tap(),filter_tap(),filter_out_tap() audit_diff()— compare any two snapshots by label or indexaudit_report()— print the full trail with all diffs
Diagnostic functions
validate_join(),validate_primary_keys(),validate_var_relationship()compare_tables()filter_keep(),filter_drop()diagnose_nas(),diagnose_strings(),audit_clean()