#' @title Merge Endogene and ISTD Database
#' @author André Vidas Olsen
#' @description This function merges the two components of the reference
#' database together: the endogene lipid database and the ISTD lipid database.
#' @param endogene_lipid_db the endogene lipid database
#' @param ISTD_lipid_db the ISTD lipid database
#' @return a data set consisting of endogene and ISTD database merged together
merge_endo_and_ISTD_db <- function(endogene_lipid_db, ISTD_lipid_db){
#### merge endogene_lipid_db and ISTD_lipid_db together
# create database for merging containing all unique colnames from endogene &
# ISTD db
database <- unique(colnames(endogene_lipid_db),colnames(ISTD_lipid_db))
# find unique colnames for endogene & ISTD db
endogene_lipid_db_unique <- setdiff(colnames(endogene_lipid_db),
colnames(ISTD_lipid_db))
ISTD_lipid_db_unique <- setdiff(colnames(ISTD_lipid_db),
colnames(endogene_lipid_db))
# give endogene & ISTD database all their unique colnames, so that they have
# the same dimensions (values set to NA)
endogene_lipid_db[,ISTD_lipid_db_unique] <- NA
ISTD_lipid_db[,endogene_lipid_db_unique] <- NA
# merge endogene & ISTD db together
database <- rbind(endogene_lipid_db, ISTD_lipid_db)
return(database)
}
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