From c00db7b39a3a6276f98531d1235add1eca08402b Mon Sep 17 00:00:00 2001
From: Dorchies David <david.dorchies@inrae.fr>
Date: Tue, 22 Jun 2021 15:20:25 +0200
Subject: [PATCH] refactor(CreateCalibOptions): separate creation of FUN_CRIT +
clean the code
Refs #111
---
R/CreateCalibOptions.R | 293 ++++-------------------------------------
R/UtilsCalibOptions.R | 132 +++++++++++++++++++
2 files changed, 155 insertions(+), 270 deletions(-)
create mode 100644 R/UtilsCalibOptions.R
diff --git a/R/CreateCalibOptions.R b/R/CreateCalibOptions.R
index f6d5ffb6..400b4d4d 100644
--- a/R/CreateCalibOptions.R
+++ b/R/CreateCalibOptions.R
@@ -21,67 +21,15 @@ CreateCalibOptions <- function(FUN_MOD,
if (!is.logical(IsSD) | length(IsSD) != 1L) {
stop("'IsSD' must be a logical of length 1")
}
+
## check FUN_MOD
- BOOL <- FALSE
+ FeatFUN_MOD <- .GetFeatModel(FUN_MOD = FUN_MOD)
+ FeatFUN_MOD$IsHyst <- IsHyst
+ FeatFUN_MOD$IsSD <- IsSD
+ ObjectClass <- FeatFUN_MOD$Class
- if (identical(FUN_MOD, RunModel_GR4H)) {
- ObjectClass <- c(ObjectClass, "GR4H")
- BOOL <- TRUE
- }
- if (identical(FUN_MOD, RunModel_GR5H)) {
- ObjectClass <- c(ObjectClass, "GR5H")
- BOOL <- TRUE
- }
- if (identical(FUN_MOD, RunModel_GR4J)) {
- ObjectClass <- c(ObjectClass, "GR4J")
- BOOL <- TRUE
- }
- if (identical(FUN_MOD, RunModel_GR5J)) {
- ObjectClass <- c(ObjectClass, "GR5J")
- BOOL <- TRUE
- }
- if (identical(FUN_MOD, RunModel_GR6J)) {
- ObjectClass <- c(ObjectClass, "GR6J")
- BOOL <- TRUE
- }
- if (identical(FUN_MOD, RunModel_GR2M)) {
- ObjectClass <- c(ObjectClass, "GR2M")
- BOOL <- TRUE
- }
- if (identical(FUN_MOD, RunModel_GR1A)) {
- ObjectClass <- c(ObjectClass, "GR1A")
- BOOL <- TRUE
- }
- if (identical(FUN_MOD, RunModel_CemaNeige)) {
- ObjectClass <- c(ObjectClass, "CemaNeige")
- BOOL <- TRUE
- }
- if (identical(FUN_MOD, RunModel_CemaNeigeGR4H)) {
- ObjectClass <- c(ObjectClass, "CemaNeigeGR4H")
- BOOL <- TRUE
- }
- if (identical(FUN_MOD, RunModel_CemaNeigeGR5H)) {
- ObjectClass <- c(ObjectClass, "CemaNeigeGR5H")
- BOOL <- TRUE
- }
- if (identical(FUN_MOD, RunModel_CemaNeigeGR4J)) {
- ObjectClass <- c(ObjectClass, "CemaNeigeGR4J")
- BOOL <- TRUE
- }
- if (identical(FUN_MOD, RunModel_CemaNeigeGR5J)) {
- ObjectClass <- c(ObjectClass, "CemaNeigeGR5J")
- BOOL <- TRUE
- }
- if (identical(FUN_MOD, RunModel_CemaNeigeGR6J)) {
- ObjectClass <- c(ObjectClass, "CemaNeigeGR6J")
- BOOL <- TRUE
- }
- if (identical(FUN_MOD, RunModel_Lag)) {
- ObjectClass <- c(ObjectClass, "Lag")
- if (IsSD) {
+ if (identical(FUN_MOD, RunModel_Lag) && IsSD) {
stop("RunModel_Lag should not be used with 'isSD=TRUE'")
- }
- BOOL <- TRUE
}
if (IsHyst) {
ObjectClass <- c(ObjectClass, "hysteresis")
@@ -89,10 +37,6 @@ CreateCalibOptions <- function(FUN_MOD,
if (IsSD) {
ObjectClass <- c(ObjectClass, "SD")
}
- if (!BOOL) {
- stop("incorrect 'FUN_MOD' for use in 'CreateCalibOptions'")
- return(NULL)
- }
## check FUN_CALIB
BOOL <- FALSE
@@ -109,202 +53,11 @@ CreateCalibOptions <- function(FUN_MOD,
## check FUN_TRANSFO
if (is.null(FUN_TRANSFO)) {
- ## set FUN1
- if (identical(FUN_MOD, RunModel_GR4H) |
- identical(FUN_MOD, RunModel_CemaNeigeGR4H)) {
- FUN_GR <- TransfoParam_GR4H
- }
- if (identical(FUN_MOD, RunModel_GR5H) |
- identical(FUN_MOD, RunModel_CemaNeigeGR5H)) {
- FUN_GR <- TransfoParam_GR5H
- }
- if (identical(FUN_MOD, RunModel_GR4J) |
- identical(FUN_MOD, RunModel_CemaNeigeGR4J)) {
- FUN_GR <- TransfoParam_GR4J
- }
- if (identical(FUN_MOD, RunModel_GR5J) |
- identical(FUN_MOD, RunModel_CemaNeigeGR5J)) {
- FUN_GR <- TransfoParam_GR5J
- }
- if (identical(FUN_MOD, RunModel_GR6J) |
- identical(FUN_MOD, RunModel_CemaNeigeGR6J)) {
- FUN_GR <- TransfoParam_GR6J
- }
- if (identical(FUN_MOD, RunModel_GR2M)) {
- FUN_GR <- TransfoParam_GR2M
- }
- if (identical(FUN_MOD, RunModel_GR1A)) {
- FUN_GR <- TransfoParam_GR1A
- }
- if (identical(FUN_MOD, RunModel_CemaNeige)) {
- if (IsHyst) {
- FUN_GR <- TransfoParam_CemaNeigeHyst
- } else {
- FUN_GR <- TransfoParam_CemaNeige
- }
- }
- if (identical(FUN_MOD, RunModel_Lag)) {
- FUN_GR <- TransfoParam_Lag
- }
- if (is.null(FUN_GR)) {
- stop("'FUN_GR' was not found")
- return(NULL)
- }
- ## set FUN2
- if (IsHyst) {
- FUN_SNOW <- TransfoParam_CemaNeigeHyst
- } else {
- FUN_SNOW <- TransfoParam_CemaNeige
- }
- ## set FUN_LAG
- if (IsSD) {
- FUN_LAG <- TransfoParam_Lag
- }
- ## set FUN_TRANSFO
- if (sum(ObjectClass %in% c("GR4H", "GR5H", "GR4J", "GR5J", "GR6J", "GR2M", "GR1A", "CemaNeige", "Lag")) > 0) {
- if (!IsSD) {
- FUN_TRANSFO <- FUN_GR
- } else {
- FUN_TRANSFO <- function(ParamIn, Direction) {
- Bool <- is.matrix(ParamIn)
- if (!Bool) {
- ParamIn <- rbind(ParamIn)
- }
- ParamOut <- NA * ParamIn
- NParam <- ncol(ParamIn)
- ParamOut[, 2:NParam] <- FUN_GR(ParamIn[, 2:NParam], Direction)
- ParamOut[, 1 ] <- FUN_LAG(as.matrix(ParamIn[, 1]), Direction)
- if (!Bool) {
- ParamOut <- ParamOut[1, ]
- }
- return(ParamOut)
- }
- }
- } else {
- if (IsHyst & !IsSD) {
- FUN_TRANSFO <- function(ParamIn, Direction) {
- Bool <- is.matrix(ParamIn)
- if (!Bool) {
- ParamIn <- rbind(ParamIn)
- }
- ParamOut <- NA * ParamIn
- NParam <- ncol(ParamIn)
- ParamOut[, 1:(NParam - 4) ] <- FUN_GR(ParamIn[, 1:(NParam - 4)], Direction)
- ParamOut[, (NParam - 3):NParam] <- FUN_SNOW(ParamIn[, (NParam - 3):NParam], Direction)
- if (!Bool) {
- ParamOut <- ParamOut[1, ]
- }
- return(ParamOut)
- }
- }
- if (!IsHyst & !IsSD) {
- FUN_TRANSFO <- function(ParamIn, Direction) {
- Bool <- is.matrix(ParamIn)
- if (!Bool) {
- ParamIn <- rbind(ParamIn)
- }
- ParamOut <- NA * ParamIn
- NParam <- ncol(ParamIn)
- if (NParam <= 3) {
- ParamOut[, 1:(NParam - 2)] <- FUN_GR(cbind(ParamIn[, 1:(NParam - 2)]), Direction)
- } else {
- ParamOut[, 1:(NParam - 2)] <- FUN_GR(ParamIn[, 1:(NParam - 2)], Direction)
- }
- ParamOut[, (NParam - 1):NParam] <- FUN_SNOW(ParamIn[, (NParam - 1):NParam], Direction)
- if (!Bool) {
- ParamOut <- ParamOut[1, ]
- }
- return(ParamOut)
- }
- }
- if (IsHyst & IsSD) {
- FUN_TRANSFO <- function(ParamIn, Direction) {
- Bool <- is.matrix(ParamIn)
- if (!Bool) {
- ParamIn <- rbind(ParamIn)
- }
- ParamOut <- NA * ParamIn
- NParam <- ncol(ParamIn)
- ParamOut[, 2:(NParam - 4) ] <- FUN_GR(ParamIn[, 2:(NParam - 4)], Direction)
- ParamOut[, (NParam - 3):NParam] <- FUN_SNOW(ParamIn[, (NParam - 3):NParam], Direction)
- ParamOut[, 1 ] <- FUN_LAG(as.matrix(ParamIn[, 1]), Direction)
- if (!Bool) {
- ParamOut <- ParamOut[1, ]
- }
- return(ParamOut)
- }
- }
- if (!IsHyst & IsSD) {
- FUN_TRANSFO <- function(ParamIn, Direction) {
- Bool <- is.matrix(ParamIn)
- if (!Bool) {
- ParamIn <- rbind(ParamIn)
- }
- ParamOut <- NA * ParamIn
- NParam <- ncol(ParamIn)
- if (NParam <= 3) {
- ParamOut[, 2:(NParam - 2)] <- FUN_GR(cbind(ParamIn[, 2:(NParam - 2)]), Direction)
- } else {
- ParamOut[, 2:(NParam - 2)] <- FUN_GR(ParamIn[, 2:(NParam - 2)], Direction)
- }
- ParamOut[, (NParam - 1):NParam] <- FUN_SNOW(ParamIn[, (NParam - 1):NParam], Direction)
- ParamOut[, 1 ] <- FUN_LAG(as.matrix(ParamIn[, 1]), Direction)
- if (!Bool) {
- ParamOut <- ParamOut[1, ]
- }
- return(ParamOut)
- }
- }
- }
- }
- if (is.null(FUN_TRANSFO)) {
- stop("'FUN_TRANSFO' was not found")
- return(NULL)
+ FUN_TRANSFO <- .FunTransfo(FeatFUN_MOD)
}
## NParam
- if ("GR4H" %in% ObjectClass) {
- NParam <- 4
- }
- if ("GR5H" %in% ObjectClass) {
- NParam <- 5
- }
- if ("GR4J" %in% ObjectClass) {
- NParam <- 4
- }
- if ("GR5J" %in% ObjectClass) {
- NParam <- 5
- }
- if ("GR6J" %in% ObjectClass) {
- NParam <- 6
- }
- if ("GR2M" %in% ObjectClass) {
- NParam <- 2
- }
- if ("GR1A" %in% ObjectClass) {
- NParam <- 1
- }
- if ("CemaNeige" %in% ObjectClass) {
- NParam <- 2
- }
- if ("CemaNeigeGR4H" %in% ObjectClass) {
- NParam <- 6
- }
- if ("CemaNeigeGR5H" %in% ObjectClass) {
- NParam <- 7
- }
- if ("CemaNeigeGR4J" %in% ObjectClass) {
- NParam <- 6
- }
- if ("CemaNeigeGR5J" %in% ObjectClass) {
- NParam <- 7
- }
- if ("CemaNeigeGR6J" %in% ObjectClass) {
- NParam <- 8
- }
- if ("Lag" %in% ObjectClass) {
- NParam <- 1
- }
+ NParam <- FeatFUN_MOD$NbParam
if (IsHyst) {
NParam <- NParam + 2
@@ -357,80 +110,80 @@ CreateCalibOptions <- function(FUN_MOD,
## check StartParamList and StartParamDistrib default values
if (("HBAN" %in% ObjectClass & is.null(StartParamList) & is.null(StartParamDistrib))) {
- if ("GR4H" %in% ObjectClass) {
+ if ("GR4H" == FeatFUN_MOD$CodeMod) {
ParamT <- matrix(c(+5.12, -1.18, +4.34, -9.69,
+5.58, -0.85, +4.74, -9.47,
+6.01, -0.50, +5.14, -8.87), ncol = 4, byrow = TRUE)
}
- if (("GR5H" %in% ObjectClass) & ("interception" %in% ObjectClass)) {
+ if (("GR5H" == FeatFUN_MOD$CodeMod) & ("interception" %in% ObjectClass)) {
ParamT <- matrix(c(+3.46, -1.25, +4.04, -9.53, -9.34,
+3.74, -0.41, +4.78, -8.94, -3.33,
+4.29, +0.16, +5.39, -7.39, +3.33), ncol = 5, byrow = TRUE)
}
- if (("GR5H" %in% ObjectClass) & !("interception" %in% ObjectClass)) {
+ if (("GR5H" == FeatFUN_MOD$CodeMod) & !("interception" %in% ObjectClass)) {
ParamT <- matrix(c(+3.28, -0.39, +4.14, -9.54, -7.49,
+3.62, -0.19, +4.80, -9.00, -6.31,
+4.01, -0.04, +5.43, -7.53, -5.33), ncol = 5, byrow = TRUE)
}
- if ("GR4J" %in% ObjectClass) {
+ if ("GR4J" == FeatFUN_MOD$CodeMod) {
ParamT <- matrix(c(+5.13, -1.60, +3.03, -9.05,
+5.51, -0.61, +3.74, -8.51,
+6.07, -0.02, +4.42, -8.06), ncol = 4, byrow = TRUE)
}
- if ("GR5J" %in% ObjectClass) {
+ if ("GR5J" == FeatFUN_MOD$CodeMod) {
ParamT <- matrix(c(+5.17, -1.13, +3.08, -9.37, -7.45,
+5.55, -0.46, +3.75, -9.09, -4.69,
+6.10, -0.11, +4.43, -8.60, -0.66), ncol = 5, byrow = TRUE)
}
- if ("GR6J" %in% ObjectClass) {
+ if ("GR6J" == FeatFUN_MOD$CodeMod) {
ParamT <- matrix(c(+3.60, -1.00, +3.30, -9.10, -0.90, +3.00,
+3.90, -0.50, +4.10, -8.70, +0.10, +4.00,
+4.50, +0.50, +5.00, -8.10, +1.10, +5.00), ncol = 6, byrow = TRUE)
}
- if ("GR2M" %in% ObjectClass) {
+ if ("GR2M" == FeatFUN_MOD$CodeMod) {
ParamT <- matrix(c(+5.03, -7.15,
+5.22, -6.74,
+5.85, -6.37), ncol = 2, byrow = TRUE)
}
- if ("GR1A" %in% ObjectClass) {
+ if ("GR1A" == FeatFUN_MOD$CodeMod) {
ParamT <- matrix(c(-1.69,
-0.38,
+1.39), ncol = 1, byrow = TRUE)
}
- if ("CemaNeige" %in% ObjectClass) {
+ if ("CemaNeige" == FeatFUN_MOD$CodeMod) {
ParamT <- matrix(c(-9.96, +6.63,
-9.14, +6.90,
+4.10, +7.21), ncol = 2, byrow = TRUE)
}
- if ("CemaNeigeGR4H" %in% ObjectClass) {
+ if ("CemaNeigeGR4H" == FeatFUN_MOD$CodeMod) {
ParamT <- matrix(c(+5.12, -1.18, +4.34, -9.69, -9.96, +6.63,
+5.58, -0.85, +4.74, -9.47, -9.14, +6.90,
+6.01, -0.50, +5.14, -8.87, +4.10, +7.21), ncol = 6, byrow = TRUE)
}
- if (("CemaNeigeGR5H" %in% ObjectClass) & ("interception" %in% ObjectClass)) {
+ if (("CemaNeigeGR5H" == FeatFUN_MOD$CodeMod) & ("interception" %in% ObjectClass)) {
ParamT <- matrix(c(+3.46, -1.25, +4.04, -9.53, -9.34, -9.96, +6.63,
+3.74, -0.41, +4.78, -8.94, -3.33, -9.14, +6.90,
+4.29, +0.16, +5.39, -7.39, +3.33, +4.10, +7.21), ncol = 7, byrow = TRUE)
}
- if (("CemaNeigeGR5H" %in% ObjectClass) & !("interception" %in% ObjectClass)) {
+ if (("CemaNeigeGR5H" == FeatFUN_MOD$CodeMod) & !("interception" %in% ObjectClass)) {
ParamT <- matrix(c(+3.28, -0.39, +4.14, -9.54, -7.49, -9.96, +6.63,
+3.62, -0.19, +4.80, -9.00, -6.31, -9.14, +6.90,
+4.01, -0.04, +5.43, -7.53, -5.33, +4.10, +7.21), ncol = 7, byrow = TRUE)
}
- if ("CemaNeigeGR4J" %in% ObjectClass) {
+ if ("CemaNeigeGR4J" == FeatFUN_MOD$CodeMod) {
ParamT <- matrix(c(+5.13, -1.60, +3.03, -9.05, -9.96, +6.63,
+5.51, -0.61, +3.74, -8.51, -9.14, +6.90,
+6.07, -0.02, +4.42, -8.06, +4.10, +7.21), ncol = 6, byrow = TRUE)
}
- if ("CemaNeigeGR5J" %in% ObjectClass) {
+ if ("CemaNeigeGR5J" == FeatFUN_MOD$CodeMod) {
ParamT <- matrix(c(+5.17, -1.13, +3.08, -9.37, -7.45, -9.96, +6.63,
+5.55, -0.46, +3.75, -9.09, -4.69, -9.14, +6.90,
+6.10, -0.11, +4.43, -8.60, -0.66, +4.10, +7.21), ncol = 7, byrow = TRUE)
}
- if ("CemaNeigeGR6J" %in% ObjectClass) {
+ if ("CemaNeigeGR6J" == FeatFUN_MOD$CodeMod) {
ParamT <- matrix(c(+3.60, -1.00, +3.30, -9.10, -0.90, +3.00, -9.96, +6.63,
+3.90, -0.50, +4.10, -8.70, +0.10, +4.00, -9.14, +6.90,
+4.50, +0.50, +5.00, -8.10, +1.10, +5.00, +4.10, +7.21), ncol = 8, byrow = TRUE)
diff --git a/R/UtilsCalibOptions.R b/R/UtilsCalibOptions.R
new file mode 100644
index 00000000..193aa7da
--- /dev/null
+++ b/R/UtilsCalibOptions.R
@@ -0,0 +1,132 @@
+.FunTransfo <- function(FeatFUN_MOD) {
+
+ IsHyst <- FeatFUN_MOD$IsHyst
+ IsSD <- FeatFUN_MOD$IsSD
+
+ ## set FUN_GR
+ if (FeatFUN_MOD$NameFunMod == "Cemaneige") {
+ if (IsHyst) {
+ FUN_GR <- TransfoParam_CemaNeigeHyst
+ } else {
+ FUN_GR <- TransfoParam_CemaNeige
+ }
+ } else {
+ # Fatal error if the TransfoParam function does not exist
+ FUN_GR <- match.fun(sprintf("TransfoParam_%s", FeatFUN_MOD$CodeModHydro))
+ }
+
+ ## set FUN_SNOW
+ if ("CemaNeige" %in% FeatFUN_MOD$Class) {
+ if (IsHyst) {
+ FUN_SNOW <- TransfoParam_CemaNeigeHyst
+ } else {
+ FUN_SNOW <- TransfoParam_CemaNeige
+ }
+ }
+
+ ## set FUN_LAG
+ if (IsSD) {
+ FUN_LAG <- TransfoParam_Lag
+ }
+
+ ## set FUN_TRANSFO
+ if (! "CemaNeige" %in% FeatFUN_MOD$Class) {
+ if (!IsSD) {
+ FUN_TRANSFO <- FUN_GR
+ } else {
+ FUN_TRANSFO <- function(ParamIn, Direction) {
+ Bool <- is.matrix(ParamIn)
+ if (!Bool) {
+ ParamIn <- rbind(ParamIn)
+ }
+ ParamOut <- NA * ParamIn
+ NParam <- ncol(ParamIn)
+ ParamOut[, 2:NParam] <- FUN_GR(ParamIn[, 2:NParam], Direction)
+ ParamOut[, 1 ] <- FUN_LAG(as.matrix(ParamIn[, 1]), Direction)
+ if (!Bool) {
+ ParamOut <- ParamOut[1, ]
+ }
+ return(ParamOut)
+ }
+ }
+ } else {
+ if (IsHyst & !IsSD) {
+ FUN_TRANSFO <- function(ParamIn, Direction) {
+ Bool <- is.matrix(ParamIn)
+ if (!Bool) {
+ ParamIn <- rbind(ParamIn)
+ }
+ ParamOut <- NA * ParamIn
+ NParam <- ncol(ParamIn)
+ ParamOut[, 1:(NParam - 4) ] <- FUN_GR(ParamIn[, 1:(NParam - 4)], Direction)
+ ParamOut[, (NParam - 3):NParam] <- FUN_SNOW(ParamIn[, (NParam - 3):NParam], Direction)
+ if (!Bool) {
+ ParamOut <- ParamOut[1, ]
+ }
+ return(ParamOut)
+ }
+ }
+ if (!IsHyst & !IsSD) {
+ FUN_TRANSFO <- function(ParamIn, Direction) {
+ Bool <- is.matrix(ParamIn)
+ if (!Bool) {
+ ParamIn <- rbind(ParamIn)
+ }
+ ParamOut <- NA * ParamIn
+ NParam <- ncol(ParamIn)
+ if (NParam <= 3) {
+ ParamOut[, 1:(NParam - 2)] <- FUN_GR(cbind(ParamIn[, 1:(NParam - 2)]), Direction)
+ } else {
+ ParamOut[, 1:(NParam - 2)] <- FUN_GR(ParamIn[, 1:(NParam - 2)], Direction)
+ }
+ ParamOut[, (NParam - 1):NParam] <- FUN_SNOW(ParamIn[, (NParam - 1):NParam], Direction)
+ if (!Bool) {
+ ParamOut <- ParamOut[1, ]
+ }
+ return(ParamOut)
+ }
+ }
+ if (IsHyst & IsSD) {
+ FUN_TRANSFO <- function(ParamIn, Direction) {
+ Bool <- is.matrix(ParamIn)
+ if (!Bool) {
+ ParamIn <- rbind(ParamIn)
+ }
+ ParamOut <- NA * ParamIn
+ NParam <- ncol(ParamIn)
+ ParamOut[, 2:(NParam - 4) ] <- FUN_GR(ParamIn[, 2:(NParam - 4)], Direction)
+ ParamOut[, (NParam - 3):NParam] <- FUN_SNOW(ParamIn[, (NParam - 3):NParam], Direction)
+ ParamOut[, 1 ] <- FUN_LAG(as.matrix(ParamIn[, 1]), Direction)
+ if (!Bool) {
+ ParamOut <- ParamOut[1, ]
+ }
+ return(ParamOut)
+ }
+ }
+ if (!IsHyst & IsSD) {
+ FUN_TRANSFO <- function(ParamIn, Direction) {
+ Bool <- is.matrix(ParamIn)
+ if (!Bool) {
+ ParamIn <- rbind(ParamIn)
+ }
+ ParamOut <- NA * ParamIn
+ NParam <- ncol(ParamIn)
+ if (NParam <= 3) {
+ ParamOut[, 2:(NParam - 2)] <- FUN_GR(cbind(ParamIn[, 2:(NParam - 2)]), Direction)
+ } else {
+ ParamOut[, 2:(NParam - 2)] <- FUN_GR(ParamIn[, 2:(NParam - 2)], Direction)
+ }
+ ParamOut[, (NParam - 1):NParam] <- FUN_SNOW(ParamIn[, (NParam - 1):NParam], Direction)
+ ParamOut[, 1 ] <- FUN_LAG(as.matrix(ParamIn[, 1]), Direction)
+ if (!Bool) {
+ ParamOut <- ParamOut[1, ]
+ }
+ return(ParamOut)
+ }
+ }
+ }
+ if (is.null(FUN_TRANSFO)) {
+ stop("'FUN_TRANSFO' was not found")
+ }
+ return(FUN_TRANSFO)
+}
--
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