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if(getRversion() >= '2.15.1') utils::globalVariables(c("type", "conc"))
checkcontrols <- function(last = 10, id = NULL, db = "cytotox",
celltype = "IPC-81", enzymetype = "AChE",
organism = "Vibrio fischeri",
endpoint = "%", qcc = c("R", "xbar"))
{
if (!(db %in% c("cytotox", "ecotox", "enzymes"))) stop("Database is not supported")
if (requireNamespace("RODBC")) {
channel <- RODBC::odbcConnect(db, uid="cytotox", pwd="cytotox", case="tolower")
} else {
stop("For this function, the RODBC package has to be installed and configured.")
}
if (db %in% c("cytotox","enzymes")) {
if (is.null(id[1])) {
platequery <- "SELECT plate FROM"
if (db == "cytotox") {
platequery <- paste0(platequery, " cytotox WHERE celltype like
'", celltype, "'")
}
if (db == "enzymes") {
platequery <- paste0(platequery, " enzymes WHERE enzyme like
'", enzymetype, "'")
}
platequery <- paste(platequery,
"GROUP BY plate ORDER BY plate DESC LIMIT", last)
plates <- RODBC::sqlQuery(channel, platequery)$plate
} else {
plates <- id
}
controlquery <- paste("SELECT plate, type, location, response FROM controls",
"WHERE plate IN (", paste(plates, collapse = ", "), ")")
controldata <- RODBC::sqlQuery(channel,controlquery)
} else {
if (is.null(id[1])) {
lastquery = paste0("SELECT experiment, type FROM ecotox ",
"WHERE organism LIKE '", organism, "'",
"AND type LIKE '", endpoint, "' ",
"GROUP BY experiment ORDER BY experiment DESC LIMIT ", last)
res <- RODBC::sqlQuery(channel, lastquery)
if (nrow(res) == 0) {
stop("No results for endpoint", endpoint)
} else {
if (nlevels(res$type) > 1) {
stop("Found more than one endpoint type:\n",
paste(levels(res$type), collapse = ", "), "\n",
"Please specify an endpoint in your call to checkcontrols()")
}
experiments <- res$experiment
}
} else {
experiments <- id
}
expquery <- paste0("SELECT ",
"experimentator, experiment, substance, organism, type, conc, unit, raw_response, ",
"performed, ok ",
"FROM ecotox ",
"WHERE experiment IN (", paste(experiments, collapse = ", "), ") ",
"AND organism LIKE '", organism, "' ",
"AND type LIKE '", endpoint, "'")
expdata <- RODBC::sqlQuery(channel, expquery)
if (nlevels(expdata$type) > 1) {
stop("Found more than one endpoint type:\n",
paste(levels(expdata$type), collapse = ", "), "\n",
"Please specify an endpoint in your call to checkcontrols()")
}
# Use the raw response for QA
expdata$response <- expdata$raw_response
}
RODBC::odbcClose(channel)
if (db %in% c("cytotox","enzymes")) {
blinds <- subset(controldata, type == "blind")
controls <- subset(controldata, type == "control")
QA <- matrix(nrow = 2, ncol = 4,
dimnames = list(c("Blind", "Control (conc = 0)"),
c("Number", "Mean", "Std. Dev.", "% Std. Dev")))
QA[1, 1] <- length(blinds$response)
QA[1, 2] <- signif(mean(blinds$response), 2)
QA[1, 3] <- signif(sd(blinds$response), 2)
QA[1, 4] <-signif(QA[1, 3] * 100 / QA[1, 2],2)
} else {
controls <- subset(expdata, conc == 0)
QA <- matrix(nrow = 1, ncol = 4,
dimnames = list(c("Control (conc = 0)"),
c("Number", "Mean", "Std. Dev.", "% Std. Dev")))
}
numberOfControls <- length(controls$response)
QA["Control (conc = 0)", 1] <- numberOfControls
if (numberOfControls > 0) {
QA["Control (conc = 0)", 2] <- signif(mean(controls$response),2)
QA["Control (conc = 0)", 3] <- signif(sd(controls$response),2)
QA["Control (conc = 0)", 4] <- signif(QA["Control (conc = 0)", 3] * 100 /
QA["Control (conc = 0)", 2],2)
}
# The report
cat("\nDatabase", db, "\n")
if (db == "ecotox") {
cat("Organism", organism, "\n")
cat("Endpoint", unique(expdata$type), "\n")
cat("\nExperiments ", paste(experiments, collapse = ", "), "\n\n")
} else {
if (db == "cytotox") cat ("Cell type", celltype, "\n")
if (db == "enzymes") cat ("Enzyme type", enzymetype, "\n")
cat("\nPlates", paste(plates, collapse = ", "), "\n\n")
}
print(QA)
if (!is.na(qcc[1])) {
op <- par(ask=TRUE)
on.exit(par(op))
requireNamespace("reshape2")
if (db == "ecotox") {
controls$row <- rownames(controls)
controls_molten <- melt(controls[c("experiment", "row", "response")],
id = c("experiment", "row"))
controls_wide <- acast(controls_molten, formula = experiment ~ row)
} else {
controls_molten <- melt(controls[c("plate", "location", "response")],
id = c("plate", "location"))
controls_wide <- acast(controls_molten, formula = plate ~ location)
}
if ("R" %in% qcc) {
qcc(controls_wide, type = "R", nsigmas = 3,
title = "Range chart",
data.name = "Controls (conc = 0)")
}
if ("xbar" %in% qcc) {
qcc(controls_wide, type = "xbar", nsigmas = 3,
title = "Mean chart",
data.name = "Controls (conc = 0)")
}
}
invisible(controls)
}
# vim: ts=4 sw=4 expandtab:
|
