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Commit c00db7b3 authored by Dorchies David's avatar Dorchies David
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refactor(CreateCalibOptions): separate creation of FUN_CRIT + clean the code 

Refs #111
parent 3676d9cd
dev 115-add-pcict-date-format-managment 136-decreased-performance-of-calibration-execution-time 161-runmodel_lag-proposal-for-a-better-transformation-and-screening-of-the-parameters 165-add-missing-isintstore-argument-in-createcaliboptions 171-check-error-direct-call-of-as-data-frame-posixct-is-deprecated-use-as-data-frame-vector-or-as 191-speed-up-runmodel_lag-when-it-is-used-alone 33-merge-airgr-and-airgrplus-functions master rmOptions CRAN_v1.7.6 CRAN_v1.7.5 CRAN_v1.7.4 CRAN_v1.7.3 CRAN_v1.7.2 CRAN_v1.7.1 CRAN_v1.7.0
2 merge requests!73Merge branch 'dev' into 'master',!54Resolve "RunModel_Lag: add WarmUpQsim to OutputsModel"
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+155 -270
R/CreateCalibOptions.R
+ 23
− 270
View file @ c00db7b3
...@@ -21,67 +21,15 @@ CreateCalibOptions <- function(FUN_MOD, ...@@ -21,67 +21,15 @@ CreateCalibOptions <- function(FUN_MOD,
if (!is.logical(IsSD) | length(IsSD) != 1L) { if (!is.logical(IsSD) | length(IsSD) != 1L) {
stop("'IsSD' must be a logical of length 1") stop("'IsSD' must be a logical of length 1")
} }
## check FUN_MOD ## 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)) { if (identical(FUN_MOD, RunModel_Lag) && IsSD) {
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) {
stop("RunModel_Lag should not be used with 'isSD=TRUE'") stop("RunModel_Lag should not be used with 'isSD=TRUE'")
}
BOOL <- TRUE
} }
if (IsHyst) { if (IsHyst) {
ObjectClass <- c(ObjectClass, "hysteresis") ObjectClass <- c(ObjectClass, "hysteresis")
...@@ -89,10 +37,6 @@ CreateCalibOptions <- function(FUN_MOD, ...@@ -89,10 +37,6 @@ CreateCalibOptions <- function(FUN_MOD,
if (IsSD) { if (IsSD) {
ObjectClass <- c(ObjectClass, "SD") ObjectClass <- c(ObjectClass, "SD")
} }
if (!BOOL) {
stop("incorrect 'FUN_MOD' for use in 'CreateCalibOptions'")
return(NULL)
}
## check FUN_CALIB ## check FUN_CALIB
BOOL <- FALSE BOOL <- FALSE
...@@ -109,202 +53,11 @@ CreateCalibOptions <- function(FUN_MOD, ...@@ -109,202 +53,11 @@ CreateCalibOptions <- function(FUN_MOD,
## check FUN_TRANSFO ## check FUN_TRANSFO
if (is.null(FUN_TRANSFO)) { if (is.null(FUN_TRANSFO)) {
## set FUN1 FUN_TRANSFO <- .FunTransfo(FeatFUN_MOD)
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)
} }
## NParam ## NParam
if ("GR4H" %in% ObjectClass) { NParam <- FeatFUN_MOD$NbParam
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
}
if (IsHyst) { if (IsHyst) {
NParam <- NParam + 2 NParam <- NParam + 2
...@@ -357,80 +110,80 @@ CreateCalibOptions <- function(FUN_MOD, ...@@ -357,80 +110,80 @@ CreateCalibOptions <- function(FUN_MOD,
## check StartParamList and StartParamDistrib default values ## check StartParamList and StartParamDistrib default values
if (("HBAN" %in% ObjectClass & is.null(StartParamList) & is.null(StartParamDistrib))) { if (("HBAN" %in% ObjectClass & is.null(StartParamList) & is.null(StartParamDistrib))) {
if ("GR4H" %in% ObjectClass) { if ("GR4H" == FeatFUN_MOD$CodeMod) {
ParamT <- matrix(c(+5.12, -1.18, +4.34, -9.69, ParamT <- matrix(c(+5.12, -1.18, +4.34, -9.69,
+5.58, -0.85, +4.74, -9.47, +5.58, -0.85, +4.74, -9.47,
+6.01, -0.50, +5.14, -8.87), ncol = 4, byrow = TRUE) +6.01, -0.50, +5.14, -8.87), ncol = 4, byrow = TRUE)
} }
if (("GR5H" %in% ObjectClass) & ("interception" %in% ObjectClass)) { if (("GR5H" == FeatFUN_MOD$CodeMod) & ("interception" %in% ObjectClass)) {
ParamT <- matrix(c(+3.46, -1.25, +4.04, -9.53, -9.34, ParamT <- matrix(c(+3.46, -1.25, +4.04, -9.53, -9.34,
+3.74, -0.41, +4.78, -8.94, -3.33, +3.74, -0.41, +4.78, -8.94, -3.33,
+4.29, +0.16, +5.39, -7.39, +3.33), ncol = 5, byrow = TRUE) +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$CodeMod) & !("interception" %in% ObjectClass)) {
ParamT <- matrix(c(+3.28, -0.39, +4.14, -9.54, -7.49, ParamT <- matrix(c(+3.28, -0.39, +4.14, -9.54, -7.49,
+3.62, -0.19, +4.80, -9.00, -6.31, +3.62, -0.19, +4.80, -9.00, -6.31,
+4.01, -0.04, +5.43, -7.53, -5.33), ncol = 5, byrow = TRUE) +4.01, -0.04, +5.43, -7.53, -5.33), ncol = 5, byrow = TRUE)
} }
if ("GR4J" %in% ObjectClass) { if ("GR4J" == FeatFUN_MOD$CodeMod) {
ParamT <- matrix(c(+5.13, -1.60, +3.03, -9.05, ParamT <- matrix(c(+5.13, -1.60, +3.03, -9.05,
+5.51, -0.61, +3.74, -8.51, +5.51, -0.61, +3.74, -8.51,
+6.07, -0.02, +4.42, -8.06), ncol = 4, byrow = TRUE) +6.07, -0.02, +4.42, -8.06), ncol = 4, byrow = TRUE)
} }
if ("GR5J" %in% ObjectClass) { if ("GR5J" == FeatFUN_MOD$CodeMod) {
ParamT <- matrix(c(+5.17, -1.13, +3.08, -9.37, -7.45, ParamT <- matrix(c(+5.17, -1.13, +3.08, -9.37, -7.45,
+5.55, -0.46, +3.75, -9.09, -4.69, +5.55, -0.46, +3.75, -9.09, -4.69,
+6.10, -0.11, +4.43, -8.60, -0.66), ncol = 5, byrow = TRUE) +6.10, -0.11, +4.43, -8.60, -0.66), ncol = 5, byrow = TRUE)
} }
if ("GR6J" %in% ObjectClass) { if ("GR6J" == FeatFUN_MOD$CodeMod) {
ParamT <- matrix(c(+3.60, -1.00, +3.30, -9.10, -0.90, +3.00, 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, +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) +4.50, +0.50, +5.00, -8.10, +1.10, +5.00), ncol = 6, byrow = TRUE)
} }
if ("GR2M" %in% ObjectClass) { if ("GR2M" == FeatFUN_MOD$CodeMod) {
ParamT <- matrix(c(+5.03, -7.15, ParamT <- matrix(c(+5.03, -7.15,
+5.22, -6.74, +5.22, -6.74,
+5.85, -6.37), ncol = 2, byrow = TRUE) +5.85, -6.37), ncol = 2, byrow = TRUE)
} }
if ("GR1A" %in% ObjectClass) { if ("GR1A" == FeatFUN_MOD$CodeMod) {
ParamT <- matrix(c(-1.69, ParamT <- matrix(c(-1.69,
-0.38, -0.38,
+1.39), ncol = 1, byrow = TRUE) +1.39), ncol = 1, byrow = TRUE)
} }
if ("CemaNeige" %in% ObjectClass) { if ("CemaNeige" == FeatFUN_MOD$CodeMod) {
ParamT <- matrix(c(-9.96, +6.63, ParamT <- matrix(c(-9.96, +6.63,
-9.14, +6.90, -9.14, +6.90,
+4.10, +7.21), ncol = 2, byrow = TRUE) +4.10, +7.21), ncol = 2, byrow = TRUE)
} }
if ("CemaNeigeGR4H" %in% ObjectClass) { if ("CemaNeigeGR4H" == FeatFUN_MOD$CodeMod) {
ParamT <- matrix(c(+5.12, -1.18, +4.34, -9.69, -9.96, +6.63, 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, +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) +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$CodeMod) & ("interception" %in% ObjectClass)) {
ParamT <- matrix(c(+3.46, -1.25, +4.04, -9.53, -9.34, -9.96, +6.63, ParamT <- matrix(c(+3.46, -1.25, +4.04, -9.53, -9.34, -9.96, +6.63,
+3.74, -0.41, +4.78, -8.94, -3.33, -9.14, +6.90, +3.74, -0.41, +4.78, -8.94, -3.33, -9.14, +6.90,
+4.29, +0.16, +5.39, -7.39, +3.33, +4.10, +7.21), ncol = 7, byrow = TRUE) +4.29, +0.16, +5.39, -7.39, +3.33, +4.10, +7.21), ncol = 7, byrow = TRUE)
} }
if (("CemaNeigeGR5H" %in% ObjectClass) & !("interception" %in% ObjectClass)) { if (("CemaNeigeGR5H" == FeatFUN_MOD$CodeMod) & !("interception" %in% ObjectClass)) {
ParamT <- matrix(c(+3.28, -0.39, +4.14, -9.54, -7.49, -9.96, +6.63, 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, +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) +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$CodeMod) {
ParamT <- matrix(c(+5.13, -1.60, +3.03, -9.05, -9.96, +6.63, ParamT <- matrix(c(+5.13, -1.60, +3.03, -9.05, -9.96, +6.63,
+5.51, -0.61, +3.74, -8.51, -9.14, +6.90, +5.51, -0.61, +3.74, -8.51, -9.14, +6.90,
+6.07, -0.02, +4.42, -8.06, +4.10, +7.21), ncol = 6, byrow = TRUE) +6.07, -0.02, +4.42, -8.06, +4.10, +7.21), ncol = 6, byrow = TRUE)
} }
if ("CemaNeigeGR5J" %in% ObjectClass) { if ("CemaNeigeGR5J" == FeatFUN_MOD$CodeMod) {
ParamT <- matrix(c(+5.17, -1.13, +3.08, -9.37, -7.45, -9.96, +6.63, 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, +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) +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$CodeMod) {
ParamT <- matrix(c(+3.60, -1.00, +3.30, -9.10, -0.90, +3.00, -9.96, +6.63, ParamT <- matrix(c(+3.60, -1.00, +3.30, -9.10, -0.90, +3.00, -9.96, +6.63,
+3.90, -0.50, +4.10, -8.70, +0.10, +4.00, -9.14, +6.90, +3.90, -0.50, +4.10, -8.70, +0.10, +4.00, -9.14, +6.90,
+4.50, +0.50, +5.00, -8.10, +1.10, +5.00, +4.10, +7.21), ncol = 8, byrow = TRUE) +4.50, +0.50, +5.00, -8.10, +1.10, +5.00, +4.10, +7.21), ncol = 8, byrow = TRUE)
......
R/UtilsCalibOptions.R 0 → 100644
+ 132
− 0
View file @ c00db7b3
.FunTransfo <- function(FeatFUN_MOD) {
IsHyst <- FeatFUN_MOD$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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