checks: Optional checks to consistency of metadata

In atorus-research/metacore: A Centralized Metadata Object Focus on Clinical Trial Data Programming Workflows

Optional checks to consistency of metadata

Description

These functions check to see if values (e.g labels, formats) that should be consistent for a variable across all data are actually consistent.

Usage

check_inconsistent_labels(metacore)

check_inconsistent_types(metacore)

check_inconsistent_formats(metacore)

Arguments

metacore

metacore object to check

Value

If all variables are consistent it will return a message. If there are inconsistencies it will return a message and a dataset of the variables with inconsistencies.

Examples

## EXAMPLE WITH DUPLICATES
# Loads in a metacore obj called metacore
load(metacore_example("pilot_ADaM.rda"))
check_inconsistent_labels(metacore)

check_inconsistent_types(metacore)

## EXAMPLE WITHOUT DUPLICATES
# Loads in a metacore obj called metacore
load(metacore_example("pilot_SDTM.rda"))
check_inconsistent_labels(metacore)

check_inconsistent_formats(metacore)

check_inconsistent_types(metacore)

atorus-research/metacore documentation built on May 7, 2024, 6:38 a.m.