## ----include = FALSE---------------------------------------------------------- knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) ## ----setup, include = FALSE--------------------------------------------------- library(mighty.metadata) ## ----------------------------------------------------------------------------- path <- system.file("examples", "advs.yml", package = "mighty.metadata") advs <- mighty_domain(path) advs ## ----------------------------------------------------------------------------- list_columns(advs) list_parameters(advs) list_rows(advs) ## ----------------------------------------------------------------------------- select_column(advs, id = "AVAL") |> str() ## ----------------------------------------------------------------------------- advs <- mighty_domain(path) |> add_column( id = "TRTA", label = "Actual Treatment", method = "ADSL.TRT01A", .pos = 5 ) |> update_column(id = "AVAL", label = "Analysis Value (Numeric)") |> remove_columns(id = "AVALC") list_columns(advs) ## ----------------------------------------------------------------------------- validate(advs) ## ----error = TRUE------------------------------------------------------------- try({ advs |> add_column(id = "AVAL", label = "Duplicate") }) ## ----------------------------------------------------------------------------- select_parameter(advs, id = "BMI") |> str() ## ----------------------------------------------------------------------------- advs <- advs |> add_parameter( id = "WSTCIR", label = "Waist Circumference (cm)", columns = list( list(id = "AVAL", method = "VS.VSSTRESN") ) ) list_parameters(advs) ## ----------------------------------------------------------------------------- advs <- advs |> update_parameter(id = "WSTCIR", label = "Waist Circumference") |> remove_parameters(id = "BMIGRP") list_parameters(advs) ## ----------------------------------------------------------------------------- select_row(advs, id = "BASELINE") |> str() ## ----------------------------------------------------------------------------- out <- tempfile(fileext = ".yml") write_config(advs, path = out) ## ----------------------------------------------------------------------------- study_path <- system.file("examples", package = "mighty.metadata") study <- mighty_study(study_path) study ## ----------------------------------------------------------------------------- names(study) str(study@study) str(study@mighty) ## ----------------------------------------------------------------------------- study$ADSL <- study$ADSL |> update_column(id = "SEX", is_core = TRUE) |> update_column(id = "RACE", is_core = TRUE) study$ADAE[["usecore"]] <- TRUE study <- study |> populate_core() list_columns(study$ADAE) ## ----------------------------------------------------------------------------- # Before: SAFFL in ADVS references ADSL.SAFFL select_column(study$ADVS, id = "SAFFL") |> str() ## ----------------------------------------------------------------------------- study <- study |> populate_sparse() # After: origin inherited from ADSL select_column(study$ADVS, id = "SAFFL") |> str() ## ----------------------------------------------------------------------------- study <- mighty_study(study_path) # Mark ADSL core variables study$ADSL <- study$ADSL |> update_column(id = "SEX", is_core = TRUE) |> update_column(id = "RACE", is_core = TRUE) # Mark consumer domains study$ADAE[["usecore"]] <- TRUE # Run the pipeline study <- study |> populate_core() |> populate_sparse() ## ----------------------------------------------------------------------------- study <- mighty_study(study_path, populate = TRUE) ## ----------------------------------------------------------------------------- out <- withr::local_tempdir() write_config(study, path = out) list.files(out) ## ----------------------------------------------------------------------------- study <- mighty_study(study_path) study$ADVS <- study$ADVS |> update_column( id = "STUDYID", include = "{study_id == 'example_study'}" ) ## ----------------------------------------------------------------------------- resolved <- resolve_includes(study) list_columns(resolved$ADVS) ## ----------------------------------------------------------------------------- resolved <- resolve_includes(study, info = list(study_id = "other")) list_columns(resolved$ADVS) ## ----------------------------------------------------------------------------- create_md_col(study)