Package index

Audit Trail

Create and inspect pipeline audit trails

print(<audit_snap>) audit_trail() print(<audit_trail>)

Create an Audit Trail

audit_tap()

Record a Pipeline Snapshot

audit_diff() print(<audit_diff>)

Compare Two Audit Trail Snapshots

audit_report()

Generate an Audit Report

Operation-Aware Taps

Pipeline taps with enriched diagnostics

left_join_tap() right_join_tap() inner_join_tap() full_join_tap() anti_join_tap() semi_join_tap()

Operation-Aware Join Taps

filter_tap() filter_out_tap()

Operation-Aware Filter Taps

tab_tap()

Record a Tabulation Snapshot in a Pipeline

Export & Serialization

Save, load, and visualize trails

audit_export()

Export an Audit Trail as a Self-Contained HTML File

trail_to_list()

Convert an Audit Trail to a Plain List

trail_to_df()

Convert an Audit Trail to a Data Frame

write_trail()

Write an Audit Trail to a File

read_trail()

Read an Audit Trail from a File

Diagnostic Functions

Analyze joins, keys, and table differences

validate_join() print(<validate_join>) summary(<validate_join>)

Validate Join Operations Between Two Tables

validate_primary_keys() print(<validate_pk>)

Validate Primary Keys

validate_var_relationship() print(<validate_var_rel>)

Validate Variable Relationship

compare_tables() print(<compare_tbl>) as.data.frame(<compare_tbl>)

Compare Two Tables

Data Quality

Filter diagnostics, missing values, string cleaning, and tabulation

filter_keep()

Filter Data with Diagnostic Statistics (Keep)

filter_drop()

Filter Data with Diagnostic Statistics (Drop)

diagnose_nas() print(<diagnose_na>)

Diagnose Missing Values

summarize_column()

Summarize a Single Column

get_summary_table()

Generate Summary Table for a Data Frame

diagnose_strings() print(<diagnose_strings>)

Diagnose String Column Quality

audit_transform() print(<audit_transform>)

Audit a Vector Transformation

tab() print(<tidyaudit_tab>) as.data.frame(<tidyaudit_tab>)

Tabulate Variables