StyleR run
This commit is contained in:
10
Parses.R
10
Parses.R
@@ -85,7 +85,6 @@ getInitial <- function(string, letter) {
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}
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}
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split <- function(cell) {
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split <- function(cell) {
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params <- unlist(strsplit(cell, ","))
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params <- unlist(strsplit(cell, ","))
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values <- rep(0, length(states))
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values <- rep(0, length(states))
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@@ -284,10 +283,11 @@ getValidEdges <- function(mapping, nodeDF, prevEdge = NULL, prefix) {
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count <- 0
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count <- 0
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for (row in 2:nrow(mapping)) {
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for (row in 2:nrow(mapping)) {
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if (!is.na(mapping[row, col])) {
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if (!is.na(mapping[row, col])) {
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edgeM <- rbind(edgeM,
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edgeM <- rbind(
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c(getCode(mapping[row, 1], nodeDF),
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edgeM,
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c(
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getCode(mapping[row, 1], nodeDF),
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getCode(colnames(mapping)[col], nodeDF),
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getCode(colnames(mapping)[col], nodeDF),
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split(mapping[row, col])[match("impact", states)]
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split(mapping[row, col])[match("impact", states)]
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)
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)
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@@ -339,7 +339,6 @@ parseSheet <- function(fName) {
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names <- openxlsx::getSheetNames(fName)
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names <- openxlsx::getSheetNames(fName)
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if (length(names) > 0) {
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if (length(names) > 0) {
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sheets <- sort(delNA(match(names, mappings)))
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sheets <- sort(delNA(match(names, mappings)))
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cat("starting sheet parse")
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cat("starting sheet parse")
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@@ -360,7 +359,6 @@ parseSheet <- function(fName) {
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legend = legend
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legend = legend
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)
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)
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)
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)
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} else {
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} else {
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print(paste("Sheets found include", mappings[sheets]))
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print(paste("Sheets found include", mappings[sheets]))
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cat("Missing sheets are:")
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cat("Missing sheets are:")
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116
app.R
116
app.R
@@ -31,8 +31,8 @@ impLabels <- c("Very High", "High", "Medium", "Low", "Very Low")
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ui <- dashboardPage(
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ui <- dashboardPage(
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dashboardHeader(
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dashboardHeader(title = "JNCC MESO online",
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title = "JNCC MESO online",
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tags$li(
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tags$li(
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id = "dropdownHelp",
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id = "dropdownHelp",
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class = "dropdown",
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class = "dropdown",
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@@ -80,7 +80,8 @@ ui <- dashboardPage(
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)
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)
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),
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),
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dashboardSidebar(
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dashboardSidebar(
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sidebarMenu(id = "tabs",
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sidebarMenu(
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id = "tabs",
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menuItem("Introduction", tabName = "1", icon = icon("arrow-down")),
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menuItem("Introduction", tabName = "1", icon = icon("arrow-down")),
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menuItem("Pressure Test", tabName = "2", icon = icon("arrow-down")),
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menuItem("Pressure Test", tabName = "2", icon = icon("arrow-down")),
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menuItem("Bayesian Network", tabName = "3", icon = icon("atom")),
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menuItem("Bayesian Network", tabName = "3", icon = icon("atom")),
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@@ -127,8 +128,10 @@ ui <- dashboardPage(
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tags$p(
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tags$p(
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style = "font-size: 12pt",
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style = "font-size: 12pt",
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"Impact of pressures are as defined in ",
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"Impact of pressures are as defined in ",
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tags$a(href = "https://www.marlin.ac.uk/sensitivity/sensitivity_rationale",
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tags$a(
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"the Marine Evidence based Sensitivity Assessment (MarESA).", target = "_BLANK")
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href = "https://www.marlin.ac.uk/sensitivity/sensitivity_rationale",
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"the Marine Evidence based Sensitivity Assessment (MarESA).", target = "_BLANK"
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)
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),
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),
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tags$p(
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tags$p(
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style = "margin-top: 150px; font-size: 12pt",
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style = "margin-top: 150px; font-size: 12pt",
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@@ -145,7 +148,8 @@ ui <- dashboardPage(
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"Copyright Notice: All images, logos and sources are property and copyright of their respected owners"
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"Copyright Notice: All images, logos and sources are property and copyright of their respected owners"
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)
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)
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),
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),
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tabItem(tabName = "2", h2("Impact Distribution"),
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tabItem(
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tabName = "2", h2("Impact Distribution"),
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fluidRow(
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fluidRow(
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column(
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column(
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width = 6,
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width = 6,
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@@ -175,7 +179,8 @@ ui <- dashboardPage(
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h4("Effect on Ecosystem Services"),
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h4("Effect on Ecosystem Services"),
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plotlyOutput("layer3", height = "270px") %>% withSpinner()
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plotlyOutput("layer3", height = "270px") %>% withSpinner()
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),
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),
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tabItem(tabName = "3",h2("Bayesian Network"),
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tabItem(
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tabName = "3", h2("Bayesian Network"),
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fluidPage(
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fluidPage(
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p("Graphical output of the Bayesian Network. Note: The graph will only draw if pressures are applied!"),
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p("Graphical output of the Bayesian Network. Note: The graph will only draw if pressures are applied!"),
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fluidRow(
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fluidRow(
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@@ -262,11 +267,21 @@ server <- function(input, output, session) {
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)
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)
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getImpact <- function(v) {
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getImpact <- function(v) {
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if ((v == "INS") || (v == "IV")) return(.resistanceScores[1])
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if ((v == "INS") || (v == "IV")) {
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if ((v == "HR") || (v == "III")) return(.resistanceScores[2])
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return(.resistanceScores[1])
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if ((v == "MR") || (v == "II")) return(.resistanceScores[3])
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}
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if ((v == "LR") || (v == "I")) return(.resistanceScores[4])
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if ((v == "HR") || (v == "III")) {
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if (v == "NR") return(.resistanceScores[5])
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return(.resistanceScores[2])
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}
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if ((v == "MR") || (v == "II")) {
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return(.resistanceScores[3])
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}
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if ((v == "LR") || (v == "I")) {
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return(.resistanceScores[4])
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}
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if (v == "NR") {
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return(.resistanceScores[5])
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}
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as.numeric(v)
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as.numeric(v)
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}
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}
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@@ -277,7 +292,8 @@ server <- function(input, output, session) {
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# save(newNameMap, file="nameMap.RData")
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# save(newNameMap, file="nameMap.RData")
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stripStr <- function(nodeStr) {
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stripStr <- function(nodeStr) {
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nodeStr %>% stringr::str_replace_all("\\.", "") %>%
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nodeStr %>%
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stringr::str_replace_all("\\.", "") %>%
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stringr::str_replace_all(" ", "") %>%
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stringr::str_replace_all(" ", "") %>%
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stringr::str_replace_all("\\(", "") %>%
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stringr::str_replace_all("\\(", "") %>%
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stringr::str_replace_all("\\)", "") %>%
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stringr::str_replace_all("\\)", "") %>%
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@@ -323,7 +339,6 @@ server <- function(input, output, session) {
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wb$p_es$edges$values <- sapply(wb$p_es$edges$impact, getImpact)
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wb$p_es$edges$values <- sapply(wb$p_es$edges$impact, getImpact)
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if (!is.null(wb)) {
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if (!is.null(wb)) {
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habName <- substr(fileList[idx], 1, (nchar(fileList[idx]) - 5)) %>%
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habName <- substr(fileList[idx], 1, (nchar(fileList[idx]) - 5)) %>%
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stringr::str_replace_all("_", " ")
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stringr::str_replace_all("_", " ")
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print(habName)
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print(habName)
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@@ -346,15 +361,13 @@ server <- function(input, output, session) {
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# parse on load sheets in the input sheet folder - replace with R Data
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# parse on load sheets in the input sheet folder - replace with R Data
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modelList <- getAvailableModels()
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modelList <- getAvailableModels()
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save(modelList, file="model.RData")
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# save(modelList, file = "model.RData")
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# print(load("modelList.RData"))
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# print(load("modelList.RData"))
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calcLikelihood <- function(layer, pressStatus, forPlotly) {
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calcLikelihood <- function(layer, pressStatus, forPlotly) {
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isolate({
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isolate({
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modelList[[.selections$model]]$p_es$edges$values <<- sapply(modelList[[.selections$model]]$p_es$edges$impact, getImpact)
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modelList[[.selections$model]]$p_es$edges$values <<- sapply(modelList[[.selections$model]]$p_es$edges$impact, getImpact)
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modelList[[.selections$model]]$p_es$nodes$growth <<- .resistanceScores["ssgr"]
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modelList[[.selections$model]]$p_es$nodes$growth <<- .resistanceScores["ssgr"]
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modelList[[.selections$model]]$p_es$nodes$confidence <<- .resistanceScores["pressSD"]
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modelList[[.selections$model]]$p_es$nodes$confidence <<- .resistanceScores["pressSD"]
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@@ -438,7 +451,6 @@ server <- function(input, output, session) {
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stringsAsFactors = FALSE
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stringsAsFactors = FALSE
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))
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))
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} else {
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} else {
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return(data.frame(
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return(data.frame(
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name = thisModel$p_es$nodes$name,
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name = thisModel$p_es$nodes$name,
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code = thisModel$p_es$nodes$code,
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code = thisModel$p_es$nodes$code,
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@@ -449,7 +461,6 @@ server <- function(input, output, session) {
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maxes = apply(sampleDists, 2, max),
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maxes = apply(sampleDists, 2, max),
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stringsAsFactors = FALSE
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stringsAsFactors = FALSE
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))
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))
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}
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}
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}
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}
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@@ -478,7 +489,6 @@ server <- function(input, output, session) {
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.selections$pressStatus <<- newStatus
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.selections$pressStatus <<- newStatus
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}
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}
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}
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}
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})
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})
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@@ -517,13 +527,13 @@ server <- function(input, output, session) {
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observeEvent(input$bbnDisplayEdges, {
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observeEvent(input$bbnDisplayEdges, {
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.selections$bbnEdges <- input$bbnDisplayEdges
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.selections$bbnEdges <- input$bbnDisplayEdges
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})
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})
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observeEvent(input$layer1Slider, {
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observeEvent(input$layer1Slider, {
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showModal(
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showModal(
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modalDialog({
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modalDialog(
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{
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tagList(
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tagList(
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sliderInput("l1VL", "Insensitive", 0.01, 0.2, abs(.resistanceScores[1]), step = 0.01),
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sliderInput("l1VL", "Insensitive", 0.01, 0.2, abs(.resistanceScores[1]), step = 0.01),
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sliderInput("l1L", "Low Sensitivity/High resistance", 0.15, 0.5, abs(.resistanceScores[2]), step = 0.01),
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sliderInput("l1L", "Low Sensitivity/High resistance", 0.15, 0.5, abs(.resistanceScores[2]), step = 0.01),
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@@ -539,13 +549,12 @@ server <- function(input, output, session) {
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modalButton("Cancel"),
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modalButton("Cancel"),
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actionButton("modalOK", "OK")
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actionButton("modalOK", "OK")
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),
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),
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size = "s")
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size = "s"
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)
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)
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)
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})
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})
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observeEvent(input$modalOK, {
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observeEvent(input$modalOK, {
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.resistanceScores["nr"] <<- -input$l1VH
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.resistanceScores["nr"] <<- -input$l1VH
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.resistanceScores["lr"] <<- -input$l1H
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.resistanceScores["lr"] <<- -input$l1H
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.resistanceScores["mr"] <<- -input$l1M
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.resistanceScores["mr"] <<- -input$l1M
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@@ -557,7 +566,6 @@ server <- function(input, output, session) {
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.likelihoods$p_es <<- calcLikelihood(0, .selections$pressStatus, TRUE)
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.likelihoods$p_es <<- calcLikelihood(0, .selections$pressStatus, TRUE)
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removeModal()
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removeModal()
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})
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})
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@@ -643,7 +651,6 @@ server <- function(input, output, session) {
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if ((idx > 20) || ((nrow(nodesToAdd) == 0) && (nrow(edgesToAdd) == 0))) break
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if ((idx > 20) || ((nrow(nodesToAdd) == 0) && (nrow(edgesToAdd) == 0))) break
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nodeNet <- rbind(nodeNet, nodesToAdd)
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nodeNet <- rbind(nodeNet, nodesToAdd)
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edgeNet <- rbind(edgeNet, edgesToAdd)
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edgeNet <- rbind(edgeNet, edgesToAdd)
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} # until finished
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} # until finished
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} else {
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} else {
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edgeNet <- edges
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edgeNet <- edges
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@@ -692,13 +699,14 @@ server <- function(input, output, session) {
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|
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# print(paste("Box plot, colours", nrow(boxPlot), length(colours)))
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# print(paste("Box plot, colours", nrow(boxPlot), length(colours)))
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# cat(colours)
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# cat(colours)
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xform <- list(categoryorder = "array",
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xform <- list(
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categoryorder = "array",
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categoryarray = boxPlot[, 1],
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categoryarray = boxPlot[, 1],
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zerolinewidth = 10)
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zerolinewidth = 10
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)
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#
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#
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plot_ly(boxPlot, x = boxPlot[, 1], y = ~Range, color = as.character(boxPlot$Group), colors = palette, type = "box") %>%
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plot_ly(boxPlot, x = boxPlot[, 1], y = ~Range, color = as.character(boxPlot$Group), colors = palette, type = "box") %>%
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layout(xaxis = xform, yaxis = list(dtick = 0.25, range = c(-1.25, 1.25)), showlegend = FALSE, title = title)
|
layout(xaxis = xform, yaxis = list(dtick = 0.25, range = c(-1.25, 1.25)), showlegend = FALSE, title = title)
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|
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}
|
}
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}
|
}
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|
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@@ -727,16 +735,20 @@ server <- function(input, output, session) {
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})
|
})
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|
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|
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isAbsolutePath = function( path ){
|
isAbsolutePath <- function(path) {
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if( path == "~" )
|
if (path == "~") {
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return(TRUE);
|
return(TRUE)
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if( grepl("^~/", path) )
|
}
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return(TRUE);
|
if (grepl("^~/", path)) {
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if( grepl("^.:(/|\\\\)", path) )
|
return(TRUE)
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return(TRUE);
|
}
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if( grepl("^(/|\\\\)", path) )
|
if (grepl("^.:(/|\\\\)", path)) {
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return(TRUE);
|
return(TRUE)
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return(FALSE);
|
}
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|
if (grepl("^(/|\\\\)", path)) {
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|
return(TRUE)
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|
}
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|
return(FALSE)
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}
|
}
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|
|
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output$linkBackgroundData <- downloadHandler(
|
output$linkBackgroundData <- downloadHandler(
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@@ -748,16 +760,19 @@ server <- function(input, output, session) {
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)
|
)
|
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|
|
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makeLikelihoods <- function() {
|
makeLikelihoods <- function() {
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|
|
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|
|
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likeliTab <- as.data.frame(
|
likeliTab <- as.data.frame(
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cbind(
|
cbind(
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.likelihoods$p_es, codeVal = sapply(
|
.likelihoods$p_es,
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|
codeVal = sapply(
|
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.likelihoods$p_es$code, function(str) {
|
.likelihoods$p_es$code, function(str) {
|
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if (startsWith(str, 'p')) as.numeric(substring(str, 2, nchar(str)))
|
if (startsWith(str, "p")) {
|
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else as.numeric(substring(str, 3, nchar(str)))
|
as.numeric(substring(str, 2, nchar(str)))
|
||||||
|
} else {
|
||||||
|
as.numeric(substring(str, 3, nchar(str)))
|
||||||
}
|
}
|
||||||
)),
|
}
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||||||
|
)
|
||||||
|
),
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||||||
stringsAsFactors = FALSE
|
stringsAsFactors = FALSE
|
||||||
)
|
)
|
||||||
|
|
||||||
@@ -780,7 +795,6 @@ server <- function(input, output, session) {
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max = likeliTab$range[elementRow + 6]
|
max = likeliTab$range[elementRow + 6]
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||||||
)
|
)
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||||||
outputTab <- rbind(outputTab, tabRow)
|
outputTab <- rbind(outputTab, tabRow)
|
||||||
|
|
||||||
}
|
}
|
||||||
|
|
||||||
likelihoods <- data.frame(
|
likelihoods <- data.frame(
|
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@@ -798,10 +812,10 @@ server <- function(input, output, session) {
|
|||||||
}
|
}
|
||||||
|
|
||||||
output$download <- downloadHandler(
|
output$download <- downloadHandler(
|
||||||
|
filename = function() {
|
||||||
filename = function() { paste0("MESO-", format(Sys.time(), "%m%d_%H%M"), ".xlsx") },
|
paste0("MESO-", format(Sys.time(), "%m%d_%H%M"), ".xlsx")
|
||||||
|
},
|
||||||
content = function(file) {
|
content = function(file) {
|
||||||
|
|
||||||
showModal(
|
showModal(
|
||||||
modalDialog(
|
modalDialog(
|
||||||
fluidRow(
|
fluidRow(
|
||||||
@@ -841,8 +855,6 @@ server <- function(input, output, session) {
|
|||||||
},
|
},
|
||||||
contentType = "application/xlsx"
|
contentType = "application/xlsx"
|
||||||
)
|
)
|
||||||
|
|
||||||
|
|
||||||
}
|
}
|
||||||
|
|
||||||
shinyApp(ui, server)
|
shinyApp(ui, server)
|
||||||
|
|||||||
16
extract.R
16
extract.R
@@ -5,12 +5,16 @@ fList <- list.files("data", pattern="*.xlsx")
|
|||||||
# Objective to create data tables with
|
# Objective to create data tables with
|
||||||
linkCheck <- function(nodeType, nodeString, nodeStringCheck) {
|
linkCheck <- function(nodeType, nodeString, nodeStringCheck) {
|
||||||
nodeString <- stringr::str_replace_all(nodeString, "\\.", " ")
|
nodeString <- stringr::str_replace_all(nodeString, "\\.", " ")
|
||||||
res <- sapply(nodeString, match, nodeStringCheck$Nodes) %>% is.na() %>% which()
|
res <- sapply(nodeString, match, nodeStringCheck$Nodes) %>%
|
||||||
|
is.na() %>%
|
||||||
|
which()
|
||||||
if (length(res) > 0) print(paste("Clean up error found in", nodeType, "mapping at", names(res)))
|
if (length(res) > 0) print(paste("Clean up error found in", nodeType, "mapping at", names(res)))
|
||||||
}
|
}
|
||||||
|
|
||||||
getNodeVals <- function(nodeStr) {
|
getNodeVals <- function(nodeStr) {
|
||||||
params <- stringr::str_split(nodeStr, ",") %>% unlist() %>% trimws()
|
params <- stringr::str_split(nodeStr, ",") %>%
|
||||||
|
unlist() %>%
|
||||||
|
trimws()
|
||||||
paramVals <- stringr::str_split(params, "=")
|
paramVals <- stringr::str_split(params, "=")
|
||||||
vals <- c()
|
vals <- c()
|
||||||
lapply(paramVals, function(l) {
|
lapply(paramVals, function(l) {
|
||||||
@@ -32,7 +36,9 @@ getNodeVals <- function(nodeStr) {
|
|||||||
sheetNames <- c("TestScenario", "Map_P_BA", "Map_BA_OP", "Map_OP_ES", "Legend")
|
sheetNames <- c("TestScenario", "Map_P_BA", "Map_BA_OP", "Map_OP_ES", "Legend")
|
||||||
|
|
||||||
cleanNames <- function(namVec) {
|
cleanNames <- function(namVec) {
|
||||||
stringr::str_replace_all(namVec, "\\.", " ") %>% trimws() %>% tolower()
|
stringr::str_replace_all(namVec, "\\.", " ") %>%
|
||||||
|
trimws() %>%
|
||||||
|
tolower()
|
||||||
}
|
}
|
||||||
|
|
||||||
nodeTable <- tibble::tibble()
|
nodeTable <- tibble::tibble()
|
||||||
@@ -98,7 +104,6 @@ for (wbIdx in 1:length(fList)) {
|
|||||||
res
|
res
|
||||||
)
|
)
|
||||||
)
|
)
|
||||||
|
|
||||||
}
|
}
|
||||||
|
|
||||||
mapNewNames <- function() {
|
mapNewNames <- function() {
|
||||||
@@ -106,6 +111,3 @@ mapNewNames <- function() {
|
|||||||
dplyr::select(hab, nodeType, Suggestion, node, newname)
|
dplyr::select(hab, nodeType, Suggestion, node, newname)
|
||||||
save(newNameMap, file = "nameMap.RData")
|
save(newNameMap, file = "nameMap.RData")
|
||||||
}
|
}
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|||||||
23
reWeight.R
23
reWeight.R
@@ -1,7 +1,6 @@
|
|||||||
modules::import(magrittr)
|
modules::import(magrittr)
|
||||||
|
|
||||||
reWeightLayer <- function(nestedLayerTib, fudge = 1) {
|
reWeightLayer <- function(nestedLayerTib, fudge = 1) {
|
||||||
|
|
||||||
for (idx in 1:nrow(nestedLayerTib)) {
|
for (idx in 1:nrow(nestedLayerTib)) {
|
||||||
# print(nestedLayerTib$data[idx])
|
# print(nestedLayerTib$data[idx])
|
||||||
thisData <- nestedLayerTib$data[idx][[1]]
|
thisData <- nestedLayerTib$data[idx][[1]]
|
||||||
@@ -12,16 +11,22 @@ reWeightLayer <- function(nestedLayerTib, fudge=1) {
|
|||||||
survived <- 1
|
survived <- 1
|
||||||
grown <- 1
|
grown <- 1
|
||||||
for (depIdx in 1:nrow(thisData)) {
|
for (depIdx in 1:nrow(thisData)) {
|
||||||
if (thisData$values[depIdx]<0) survived <- survived * (1 + thisData$values[depIdx]) else
|
if (thisData$values[depIdx] < 0) {
|
||||||
|
survived <- survived * (1 + thisData$values[depIdx])
|
||||||
|
} else {
|
||||||
grown <- (1 - thisData$values[depIdx]) * grown
|
grown <- (1 - thisData$values[depIdx]) * grown
|
||||||
}
|
}
|
||||||
|
}
|
||||||
# Update the edge weightings to reflect the combined depletion on the BA from each of the edges
|
# Update the edge weightings to reflect the combined depletion on the BA from each of the edges
|
||||||
|
|
||||||
effDepRate <- survived - 1
|
effDepRate <- survived - 1
|
||||||
effGrowthRate <- 1 - grown
|
effGrowthRate <- 1 - grown
|
||||||
# print(effDepRate)
|
# print(effDepRate)
|
||||||
if (sum(thisData$values)==0) newValues <- rep(0, length(thisData$values)) else
|
if (sum(thisData$values) == 0) {
|
||||||
|
newValues <- rep(0, length(thisData$values))
|
||||||
|
} else {
|
||||||
newValues <- round(thisData$values / sum(thisData$values) * (effDepRate + effGrowthRate), digits = 3)
|
newValues <- round(thisData$values / sum(thisData$values) * (effDepRate + effGrowthRate), digits = 3)
|
||||||
|
}
|
||||||
# print(paste(idx, paste(newValues, collapse=",")))
|
# print(paste(idx, paste(newValues, collapse=",")))
|
||||||
nestedLayerTib$data[idx][[1]]$values <- newValues / fudge
|
nestedLayerTib$data[idx][[1]]$values <- newValues / fudge
|
||||||
}
|
}
|
||||||
@@ -29,14 +34,15 @@ reWeightLayer <- function(nestedLayerTib, fudge=1) {
|
|||||||
return(nestedLayerTib %>% tidyr::unnest(cols = c(data)))
|
return(nestedLayerTib %>% tidyr::unnest(cols = c(data)))
|
||||||
}
|
}
|
||||||
|
|
||||||
assignWeights <- function(
|
assignWeights <- function(edgesTib,
|
||||||
edgesTib,
|
|
||||||
incode,
|
incode,
|
||||||
outcode,
|
outcode,
|
||||||
value) {
|
value) {
|
||||||
for (idx in 1:length(incode)) {
|
for (idx in 1:length(incode)) {
|
||||||
ref <- intersect(which(edgesTib$input == incode[idx]),
|
ref <- intersect(
|
||||||
which(edgesTib$output == outcode[idx]))
|
which(edgesTib$input == incode[idx]),
|
||||||
|
which(edgesTib$output == outcode[idx])
|
||||||
|
)
|
||||||
|
|
||||||
utils::str(ref)
|
utils::str(ref)
|
||||||
|
|
||||||
@@ -44,13 +50,11 @@ assignWeights <- function(
|
|||||||
print(paste(ref, edgesTib$values[ref], value[idx]))
|
print(paste(ref, edgesTib$values[ref], value[idx]))
|
||||||
edgesTib$values[ref] <- value[idx]
|
edgesTib$values[ref] <- value[idx]
|
||||||
# Set the appropriate values
|
# Set the appropriate values
|
||||||
|
|
||||||
}
|
}
|
||||||
return(edgesTib)
|
return(edgesTib)
|
||||||
}
|
}
|
||||||
|
|
||||||
reWeightModel <- function(thisNet, pressStatus) {
|
reWeightModel <- function(thisNet, pressStatus) {
|
||||||
|
|
||||||
print("About to recalc p - ba")
|
print("About to recalc p - ba")
|
||||||
|
|
||||||
# what is the depletion factor for each of the pressures applied to the BA?
|
# what is the depletion factor for each of the pressures applied to the BA?
|
||||||
@@ -128,5 +132,4 @@ reWeightModel <- function(thisNet, pressStatus) {
|
|||||||
print("exitting reweighting process")
|
print("exitting reweighting process")
|
||||||
|
|
||||||
return(thisNet)
|
return(thisNet)
|
||||||
|
|
||||||
}
|
}
|
||||||
|
|||||||
Reference in New Issue
Block a user