Check all data variables exist in the metadata file

Ensure that every variable in the data file is either an observational unit, has only a single unique value, or is represented in the metadata file as either a col_name or filter_grouping_column entry.

Usage

precheck_cross_data_to_meta(data, meta, verbose = FALSE, stop_on_error = FALSE)

Arguments

data

A data frame of the data file

meta

A data frame of the metadata file

verbose

logical, if TRUE prints feedback messages to console for every test, if FALSE run silently

stop_on_error

logical, if TRUE will stop with an error if the result is "FAIL", and will throw genuine warning if result is "WARNING"

Value

a single row data frame

See also

Other precheck_cross: precheck_cross_meta_to_data()

Examples

precheck_cross_data_to_meta(example_data, example_meta)
#>                check result
#> 1 cross_data_to_meta   PASS
#>                                                                                           message
#> 1 All variables in the data file are observational units or are represented in the metadata file.
#>   guidance_url
#> 1           NA
precheck_cross_data_to_meta(example_data, example_meta, verbose = TRUE)
#> ✔ All variables in the data file are observational units or are represented in the metadata file.
#>                check result
#> 1 cross_data_to_meta   PASS
#>                                                                                           message
#> 1 All variables in the data file are observational units or are represented in the metadata file.
#>   guidance_url
#> 1           NA