sediment_checker <- function(df){
library(tidyverse)
canal_list <- c(28, 29, 132, 137, 147, 148, 263, 266,
277, 278, 282, 287, 288, 290, 293, 458,
459, 472, 476, 114, 118, 120, 145, 150, 152)
cat("\n Checking data quality \n")
##Dataset
print(paste("Dataset column is ... ",
ifelse(
all(df$dataset %in% c("EPA/Monroe County Demonstration Canal", "Islamorada Canal Monitoring")),
yes = "All good", no = "There's a problem")))
#sampling_trip
print(paste("sampling_trip column is ... ",
ifelse(
all(str_length(df$sampling_trip) <= 7 & grepl(pattern = "_",df$sampling_trip)),
yes = "All good", no = "There's a problem")))
#canal
print(paste("canal number column is ... ",
ifelse(
all(df$canal %in% canal_list),
yes = "All good", no = "There's a problem")))
#quadrat
print(paste("quadrat column is ... ",
ifelse(
all(!is.na(df$quadrat)),
yes = "All good", no = "There's a problem")))
#dbd
print(paste("DBD column is ... ",
ifelse(
all((df$DBD_gmL < 2 & df$DBD_gmL > 0.01) | is.na(df$DBD_gmL)),
yes = "All good", no = "There's a problem")))
#LOI
print(paste("LOI column is ... ",
ifelse(
all((!is.na(df$LOI) & df$LOI < .7) | (is.na(df$LOI))),
yes = "All good", no = "There's a problem")))
#Corg
print(paste("Corg column is ... ",
ifelse(
all((!is.na(df$Corg) & (df$Corg < 40) | df$Corg >0) | (is.na(df$Corg))),
yes = "All good", no = "There's a problem")))
#Cinorg
print(paste("Cinorg column is ... ",
ifelse(
all((!is.na(df$Cinorg) & (df$Cinorg < 15) | df$Cinorg >0) | (is.na(df$Cinorg))),
yes = "All good", no = "There's a problem")))
#N
print(paste("TN column is ... ",
ifelse(
all((!is.na(df$TN) & (df$TN < 5) | df$TN >0) | (is.na(df$TN))),
yes = "All good", no = "There's a problem")))
#TP
print(paste("TP column is ... ",
ifelse(
all((!is.na(df$TP) & (df$TP < 1) | df$TP >0) | (is.na(df$TP))),
yes = "All good", no = "There's a problem")))
#d13
print(paste("d13C column is ... ",
ifelse(
all((!is.na(df$TP) & (df$TP < 1) | df$TP >0) | (is.na(df$TP))),
yes = "All good", no = "There's a problem")))
#d15
print(paste("d15N column is ... ",
ifelse(
all((!is.na(df$TP) & (df$TP < 1) | df$TP >0) | (is.na(df$TP))),
yes = "All good", no = "There's a problem")))
#row checks
cat("\n Check if all the required canals have been entered \n")
# all canals are entered
print(paste("These canals are not included in the data table:",
ifelse(all(canal_list %in% df$canal),
"All canals entered",
paste(canal_list[!canal_list %in% df$canal], collapse = ", ")
)))
}
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