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app_0813.R

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+rm(list=ls())
+
+# 必要なライブラリを読み込む
+library(shiny)
+
+# 事前に定義された関数を含むRスクリプトを読み込む
+source("./script.R")
+
+# パネル用関数
+orderInputPanel <- function() {
+  conditionalPanel(
+    condition = "output.showOrderInput",
+    numericInput("target_order", "Target Order:", value = 1, min = 1),
+    actionButton("confirm_order", "Confirm Order"),
+    actionButton("cancel_order", "Cancel")
+  )
+}
+
+textInputPanel <- function() {
+  conditionalPanel(
+    condition = "output.showTextInput",
+    textInput("related_captions_input", "Enter related captions (comma separated):"),
+    actionButton("confirm_text", "Confirm Order"),
+    actionButton("cancel_text", "Cancel")
+  )
+}
+
+# UIを定義
+ui <- fluidPage(
+  # アプリケーションのタイトル
+  titlePanel("SDtagEditoR"),
+  
+  # CSSを追加
+  tags$style(type = "text/css", 
+             "#image_captions { white-space: pre-wrap; }",
+             ".shiny-action-button { margin-bottom: 50px; }"
+  ),
+
+  # JavaScript関数を追加
+  tags$head(tags$script(HTML("
+    function copyToClipboard(text) {
+      var dummy = document.createElement('textarea');
+      document.body.appendChild(dummy);
+      dummy.value = text;
+      dummy.select();
+      document.execCommand('copy');
+      document.body.removeChild(dummy);
+    }
+  "))),
+  
+  # ユーザー入力を受け付ける部分
+  sidebarLayout(
+    sidebarPanel(
+      # ディレクトリパスを入力するテキストボックス
+      textInput("directory_path", "Enter the directory path:", value = ""),
+      
+      # キャプションデータを読み込むボタン
+      actionButton("load_data", "Load Captions Data"),
+      tags$br(),
+      tags$br(),
+        
+      conditionalPanel(
+        condition = "output.dataLoaded",
+        
+        # 画像の選択
+        selectInput("selected_image", "Choose an image:", choices = NULL),
+        
+        # 前後の画像に移動するボタン
+        actionButton("prev_image", "Prev"),
+        actionButton("next_image", "Next"),
+        tags$br(),
+        tags$br(),
+        
+        # タブセット
+        actionButton("shuffle_single", "Shuffle Order for Current Image"),
+        actionButton("shuffle_all", "Shuffle Order for All Images"),
+        tags$br(),
+        tags$br(),
+        numericInput("frequency_threshold", "Frequency Threshold:", value = 5, min = 1),
+        actionButton("remove_low_freq", "Remove Low Frequency Captions"),
+        tags$br(),
+        tags$br(),
+        textInput("edit_caption", "Caption to Edit:", ""),
+        actionButton("remove_single", "Remove from Single"),
+        actionButton("remove_from_all", "Remove from All"),
+        # actionButton("edit_interactively", "Edit Interactively"),
+        tags$br(),
+        actionButton("add_single", "Add to Single"),
+        actionButton("add_to_all", "Add to All"),
+        tags$br(),
+        actionButton("move_caption", "Move Caption"),
+        actionButton("move_caption_all", "Move Caption of All"),
+        tags$br(),
+        actionButton("remove_related_single", "Remove Related from Single"),
+        actionButton("remove_related_all", "Remove Related from all"),
+        orderInputPanel(),
+        textInputPanel(),  # ここで関数を呼び出しています
+        # conditionalPanel(
+        #   condition = "output.showCaptionConfirmation",
+        #   tags$div("Do you want to remove the caption '", tags$span(id="confirm_caption", ""), "' from the selected image?"),
+        #   actionButton("yes_button", "Yes"),
+        #   actionButton("no_button", "No"),
+        #   actionButton("end_button", "End")
+        # )
+      )
+    ),
+    
+    mainPanel(
+      fluidRow(
+        column(6, 
+               imageOutput("image_display", width = "100%", height = "50%"),
+               tags$br(),
+               uiOutput("image_captions")
+        ),
+        column(6, 
+               verbatimTextOutput("log_output"), # ログの表示領域を追加
+               fluidRow( # この行を追加
+                 column(6, tableOutput("selected_image_captions")),
+                 column(6, tableOutput("caption_frequency_table_with_links"))
+               )
+        )
+      )
+    )
+    
+  )
+)
+
+
+# サーバーロジックを定義
+server <- function(input, output, session) {
+  # リアクティブな変数を定義
+  directory_path <- reactiveVal()
+  captions_data <- reactiveVal()
+  caption_frequency <- reactiveVal()
+  operation_mode <- reactiveVal(NULL)
+  log_text <- reactiveVal("Log:\n")
+  
+  # ログを追加する関数
+  add_log <- function(message) {
+    current_log <- log_text()
+    new_log <- paste(current_log, message, "\n")
+    log_text(new_log)
+  }
+  
+  # ログを更新する関数
+  update_log <- function(message) {
+    log_text(message)
+  }
+  
+  # 読み込み確認
+  output$dataLoaded <- reactive({
+    !is.null(captions_data())
+  })
+  outputOptions(output, "dataLoaded", suspendWhenHidden=FALSE)
+  
+  ## Load Data
+  observeEvent(input$load_data, {
+    update_log("Loading captions data...")
+    
+    # ボタンが押されたときに実行されるコード
+    temp_directory_path <- isolate(input$directory_path)
+    temp_captions_data <- read_captions_from_directory(temp_directory_path)
+    temp_caption_frequency <- get_caption_frequency(temp_captions_data)
+    
+    # リアクティブな変数を更新
+    directory_path(temp_directory_path)
+    captions_data(temp_captions_data)
+    caption_frequency(temp_caption_frequency)
+    
+    # 画像の選択のための選択肢を更新
+    unique_images <- unique(captions_data()$image_path)
+    updateSelectInput(session, "selected_image", choices = unique_images, selected = unique_images[1])
+    
+    update_log("Captions data loaded.")
+  })
+  
+  # 画像の移動
+  observeEvent(input$prev_image, {
+    current_index <- which(unique(captions_data()$image_path) == input$selected_image)
+    if (current_index > 1) {
+      updateSelectInput(session, "selected_image", selected = unique(captions_data()$image_path)[current_index - 1])
+    }
+  })
+  
+  observeEvent(input$next_image, {
+    current_index <- which(unique(captions_data()$image_path) == input$selected_image)
+    if (current_index < length(unique(captions_data()$image_path))) {
+      updateSelectInput(session, "selected_image", selected = unique(captions_data()$image_path)[current_index + 1])
+    }
+  })
+  
+  # Shuffle Order for Current Image
+  observeEvent(input$shuffle_single, {
+    if (!is.null(operation_mode())) {
+      showNotification("Another operation is in progress. Please finish or cancel it first.", type = "error")
+      return()
+    }
+    
+    current_image <- input$selected_image
+    updated_data <- captions_data()
+    captions_for_current_image <- filter(updated_data, image_path == current_image)
+    
+    # Orderをランダムにする
+    new_order <- sample(1:nrow(captions_for_current_image), nrow(captions_for_current_image))
+    captions_for_current_image$caption_order <- new_order
+    
+    # データを更新
+    updated_data[updated_data$image_path == current_image, ] <- captions_for_current_image
+    captions_data(updated_data)
+    
+    update_log("captions of this image was shauffled.")
+  })
+  
+  # Shuffle Order for All Images
+  observeEvent(input$shuffle_all, {
+    if (!is.null(operation_mode())) {
+      showNotification("Another operation is in progress. Please finish or cancel it first.", type = "error")
+      return()
+    }
+    
+    updated_data <- captions_data()
+    unique_images <- unique(updated_data$image_path)
+    
+    for (image in unique_images) {
+      captions_for_image <- filter(updated_data, image_path == image)
+      new_order <- sample(1:nrow(captions_for_image), nrow(captions_for_image))
+      captions_for_image$caption_order <- new_order
+      updated_data[updated_data$image_path == image, ] <- captions_for_image
+    }
+    
+    captions_data(updated_data)
+    update_log("captions of all images was shauffled.")
+  })
+  
+  # remove_low_freqボタンが押されたときの処理
+  observeEvent(input$remove_low_freq, {
+    if (!is.null(operation_mode())) {
+      showNotification("Another operation is in progress. Please finish or cancel it first.", type = "error")
+      return()
+    }
+    
+    if (!is.null(captions_data())) {
+      threshold <- input$frequency_threshold
+      updated_data <- remove_low_frequency_captions(captions_data(), threshold)
+      captions_data(updated_data)
+      
+      # キャプションの頻度を更新
+      updated_caption_frequency <- get_caption_frequency(updated_data)
+      caption_frequency(updated_caption_frequency)
+    }
+    
+    update_log("Low frequency captions removed.")
+  })
+  
+  # Remove Captions from All Images
+  observeEvent(input$remove_from_all, {
+    if (!is.null(operation_mode())) {
+      showNotification("Another operation is in progress. Please finish or cancel it first.", type = "error")
+      return()
+    }
+    
+    # 指定されたキャプションをすべての画像から削除
+    target_caption <- input$edit_caption
+    updated_data <- captions_data()
+    unique_images <- unique(updated_data$image_path[updated_data$caption == target_caption])
+    for (image in unique_images) {
+      updated_data <- remove_caption_and_adjust_order(updated_data, image, target_caption)
+    }
+    captions_data(updated_data)
+    
+    # キャプションの頻度を更新
+    updated_caption_frequency <- get_caption_frequency(updated_data)
+    caption_frequency(updated_caption_frequency)
+    
+    update_log("Caption removed from all images.")
+  })
+  
+  # Edit Captions Interactivelyの処理
+  # グローバル変数として画像のインデックスと画像リストを保持
+  # image_index <- reactiveVal(1)
+  # image_list <- reactiveVal()
+  # show_confirmation <- reactiveVal(FALSE)
+  
+  # observeEvent(input$edit_interactively, {
+  #   update_log("Starting interactive caption editing...")
+  #   
+  #   # 該当するキャプションを持つ画像のリストを取得
+  #   target_caption <- input$edit_caption
+  #   images <- search_by_caption(captions_data(), target_caption)$image_path
+  #   image_list(images)
+  #   image_index(1)
+  #   show_confirmation(TRUE)
+  #   updateSelectInput(session, "selected_image", selected = images[1])
+  # })
+  # 
+  # observeEvent(input$yes_button, {
+  #   update_log(paste("Caption removed from image:", input$selected_image))
+  #   
+  #   # キャプションを削除
+  #   captions_data(remove_caption_and_adjust_order(captions_data(), input$selected_image, input$edit_caption))
+  #   
+  #   # 次の画像を表示
+  #   image_index(image_index() + 1)
+  #   if (image_index() <= length(image_list())) {
+  #     updateSelectInput(session, "selected_image", selected = image_list()[image_index()])
+  #   } else {
+  #     show_confirmation(FALSE)
+  #     update_log("Interactive caption editing ended.")
+  #   }
+  # })
+  # 
+  # observeEvent(input$no_button, {
+  #   update_log(paste("Caption retained for image:", input$selected_image))
+  #   
+  #   # 次の画像を表示
+  #   image_index(image_index() + 1)
+  #   if (image_index() <= length(image_list())) {
+  #     updateSelectInput(session, "selected_image", selected = image_list()[image_index()])
+  #   } else {
+  #     show_confirmation(FALSE)
+  #     update_log("Interactive caption editing ended.")
+  #   }
+  # })
+  # 
+  # observeEvent(input$end_button, {
+  #   # プロセスを終了
+  #   image_index(1)
+  #   show_confirmation(FALSE)
+  #   update_log("Interactive caption editing ended.")
+  # })
+  # 
+  # output$showCaptionConfirmation <- reactive({
+  #   show_confirmation()
+  # })
+  # 
+  # outputOptions(output, "showCaptionConfirmation", suspendWhenHidden=FALSE)
+  
+  # output$confirm_caption <- renderText({
+  #   input$edit_caption
+  # })
+  
+  # Remode/Add Single/Add all/move captionの処理
+  showOrderInput <- reactiveVal(FALSE)
+  showTextInput <- reactiveVal(FALSE)
+  
+  observeEvent(input$remove_single, {
+    if (!is.null(operation_mode())) {
+      showNotification("Another operation is in progress. Please finish or cancel it first.", type = "error")
+      return()
+    }
+    target_caption <- input$edit_caption
+    if (target_caption %in% captions_data()$caption[captions_data()$image_path == input$selected_image]) {
+      updated_data <- remove_caption_and_adjust_order(captions_data(), input$selected_image, target_caption)
+      captions_data(updated_data)
+      update_log("Caption removed from this image.")
+    } else {
+      showNotification("Error: Caption not found in the selected image.", type = "error")
+    }
+  })
+  
+  observeEvent(input$add_single, {
+    if (!is.null(operation_mode())) {
+      showNotification("Another operation is in progress. Please finish or cancel it first.", type = "error")
+      return()
+    }
+    operation_mode("add_single")
+    showOrderInput(TRUE)
+    update_log("ADD SINGLE MODE.")
+  })
+
+  observeEvent(input$add_to_all, {
+    if (!is.null(operation_mode())) {
+      showNotification("Another operation is in progress. Please finish or cancel it first.", type = "error")
+      return()
+    }
+    operation_mode("add_all")
+    showOrderInput(TRUE)
+    update_log("ADD ALL MODE.")
+  })
+  
+  observeEvent(input$move_caption, {
+    if (!is.null(operation_mode())) {
+      showNotification("Another operation is in progress. Please finish or cancel it first.", type = "error")
+      return()
+    }
+    target_caption <- input$edit_caption
+    if (target_caption %in% captions_data()$caption[captions_data()$image_path == input$selected_image]) {
+      operation_mode("move_caption")
+      showOrderInput(TRUE)
+      update_log("MOVE CAPTION SINGLE MODE.")
+    } else {
+      showNotification("Error: Caption not found in the selected image.", type = "error")
+    }
+  })
+  
+  observeEvent(input$move_caption_all, {
+    if (!is.null(operation_mode())) {
+      showNotification("Another operation is in progress. Please finish or cancel it first.", type = "error")
+      return()
+    }
+    operation_mode("move_caption_all")
+    showOrderInput(TRUE)
+    update_log("MOVE CAPTION ALL MODE.")
+  })
+  
+  observeEvent(input$remove_related_single, {
+    if (!is.null(operation_mode())) {
+      showNotification("Another operation is in progress. Please finish or cancel it first.", type = "error")
+      return()
+    }
+    if (!is.null(captions_data())) {
+      selected_image_path <- input$selected_image
+      target_caption <- input$edit_caption
+      
+      # target_captionが選択された画像に紐づいているか確認
+      if (any(captions_data()$image_path == selected_image_path & captions_data()$caption == target_caption)) {
+        operation_mode("remove_related_single")
+        showTextInput(TRUE)
+        update_log("RELATIVE REMOVE SINGLE MODE.")
+      } else {
+        showNotification("Error: Caption not found in the selected image.", type = "error")
+      }
+    }
+  })
+  
+  observeEvent(input$remove_related_all, {
+    if (!is.null(operation_mode())) {
+      showNotification("Another operation is in progress. Please finish or cancel it first.", type = "error")
+      return()
+    }
+    operation_mode("remove_related_all")
+    showTextInput(TRUE)
+    update_log("RELATIVE REMOVE ALL MODE.")
+  })
+  
+  observeEvent(input$confirm_order, {
+    switch(operation_mode(),
+      "add_single" = {
+        # Add to Singleの処理
+        target_caption <- input$edit_caption
+        target_order <- max(1, floor(input$target_order))
+        updated_data <- add_caption_at_order(captions_data(), input$selected_image, target_caption, target_order)
+        captions_data(updated_data)
+        update_log("Caption added to target order.")
+      },
+      "add_all" = {
+        target_caption <- input$edit_caption
+        target_order <- target_order <- max(1, floor(input$target_order))
+        updated_data <- captions_data()
+        unique_images <- unique(updated_data$image_path)
+        for (image in unique_images) {
+          updated_data <- add_caption_at_order(updated_data, image, target_caption, target_order)
+          }
+        captions_data(updated_data)
+        update_log("Caption added to all images.")
+      },
+      "move_caption" = {
+        # Move Captionの処理
+        target_caption <- input$edit_caption
+        target_order <- target_order <- max(1, floor(input$target_order))
+        updated_data <- move_caption_order(captions_data(), input$selected_image, target_caption, target_order)
+        captions_data(updated_data)
+        update_log("Caption moved to target order.")
+      },
+      "move_caption_all" = {
+        # Move Caption Allの処理
+        target_caption <- input$edit_caption
+        target_order <- target_order <- max(1, floor(input$target_order))
+        updated_data <- captions_data()
+        unique_images <- unique(updated_data$image_path[updated_data$caption == target_caption])
+        for (image in unique_images) {
+          updated_data <- move_caption_order(updated_data, image, target_caption, target_order)
+        }
+        captions_data(updated_data)
+        update_log("Caption moved to target order from all images.")
+      }
+    )
+
+    # キャプションの頻度を更新
+    updated_caption_frequency <- get_caption_frequency(updated_data)
+    caption_frequency(updated_caption_frequency)
+    operation_mode(NULL)
+    showOrderInput(FALSE)
+  })
+  
+  
+  observeEvent(input$confirm_text, {
+    switch(operation_mode(),
+           "remove_related_single" = {
+             # Remove Related captions of Singleの処理
+             related_captions <- unlist(strsplit(input$related_captions_input, ","))
+             related_captions <- trimws(related_captions)  # スペースを削除
+             representative_caption <- input$edit_caption
+             
+             updated_data <- remove_related_captions_except_representative(captions_data(), related_captions, representative_caption, input$selected_image)
+             captions_data(updated_data)
+             update_log("Relative captions were removed from this image.")
+           },
+           "remove_related_all" = {
+             # Remove Related captions from All Imagesの処理
+             related_captions <- unlist(strsplit(input$related_captions_input, ","))
+             related_captions <- trimws(related_captions)  # スペースを削除
+             representative_caption <- input$edit_caption
+             
+             updated_data <- captions_data()
+             # representative_captionを持つすべての画像を検索
+             images_with_rep_caption <- unique(updated_data$image_path[updated_data$caption == representative_caption])
+             
+             for (image_path in images_with_rep_caption) {
+               updated_data <- remove_related_captions_except_representative(updated_data, related_captions, representative_caption, image_path)
+             }
+             
+             captions_data(updated_data)
+             update_log("Relative captions were removed from all images.")
+           }
+    )
+    
+    # キャプションの頻度を更新
+    updated_caption_frequency <- get_caption_frequency(updated_data)
+    caption_frequency(updated_caption_frequency)
+    operation_mode(NULL)
+    showTextInput(FALSE)
+  })
+  
+  
+  observeEvent(input$cancel_order, {
+    operation_mode(NULL)
+    showOrderInput(FALSE)
+    update_log("Operation was canceled.")
+  })
+  
+  observeEvent(input$cancel_text, {
+    operation_mode(NULL)
+    showTextInput(FALSE)
+    update_log("Operation was canceled.")
+  })
+  
+  output$showOrderInput <- reactive({
+    showOrderInput()
+  })
+  
+  outputOptions(output, "showOrderInput", suspendWhenHidden=FALSE)
+  
+  output$showTextInput <- reactive({
+    showTextInput()
+  })
+  
+  outputOptions(output, "showTextInput", suspendWhenHidden=FALSE)
+  
+  # Remove Related
+  
+  # レンダリング
+  output$image_display <- renderImage({
+    list(src = file.path(input$selected_image), alt = "Selected Image", width = "80%")
+  }, deleteFile = FALSE)
+  
+  output$image_captions <- renderUI({
+    if (!is.null(captions_data())) {
+      selected_image_path <- input$selected_image
+      captions <- filter(captions_data(), image_path == selected_image_path) %>%
+        arrange(caption_order) %>%
+        pull(caption)
+      # キャプションをリンク付きのHTMLに変換
+      linked_captions <- lapply(captions, function(caption) {
+        sprintf("<a href='javascript:void(0);' onclick='copyToClipboard(\"%s\");'>%s</a>", caption, caption)
+      })
+    
+      HTML(paste(linked_captions, collapse = ", "))
+    } else {
+      return(NULL)
+    }
+  })
+  
+  output$log_output <- renderText({
+    log_text()
+  })
+  
+  output$selected_image_captions <- renderTable({
+    if (!is.null(captions_data())) {
+      selected_image_path <- input$selected_image
+      selected_captions <- filter(captions_data(), image_path == selected_image_path) %>%
+        select(caption, caption_order) %>%
+        arrange(caption_order)
+      
+      # caption列の各エントリにリンクを追加
+      selected_captions$caption <- sprintf("<a href='javascript:void(0);' onclick='copyToClipboard(\"%s\");'>%s</a>", selected_captions$caption, selected_captions$caption)
+      
+      return(selected_captions)
+    }
+  }, sanitize.text.function = function(x) x) # HTMLをエスケープしないようにする
+  
+  output$caption_frequency_table_with_links <- renderTable({
+    if (!is.null(caption_frequency())) {
+      freq_data <- caption_frequency()
+      freq_data$caption <- sprintf("<a href='javascript:void(0);' onclick='copyToClipboard(\"%s\");'>%s</a>", freq_data$caption, freq_data$caption)
+      freq_data
+    }
+  }, sanitize.text.function = function(x) x, rownames = TRUE)
+  
+}
+
+# アプリを実行
+shinyApp(ui = ui, server = server)
+

script.R

@@ -0,0 +1,196 @@
+library(tidyverse)
+
+# ----- #
+read_captions_from_directory <- function(directory_path) {
+  # ディレクトリ内の.txtファイルのリストを取得
+  txt_files <- list.files(directory_path, pattern = "\\.txt$", full.names = TRUE)
+  
+  # 各.txtファイルからキャプションを読み込み
+  data <- lapply(txt_files, function(file) {
+    captions <- readLines(file, warn = FALSE)
+    captions_list <- strsplit(captions, ",")[[1]]
+    captions_list <- trimws(captions_list) # 余分な空白を取り除く
+    tibble(
+      image_path = gsub(".txt$", ".png", file),
+      caption_order = 1:length(captions_list),
+      caption = captions_list
+    )
+  })
+  
+  # データフレームに変換
+  bind_rows(data)
+}
+
+get_caption_frequency <- function(data) {
+  data %>%
+    group_by(caption) %>%
+    summarise(frequency = n()) %>%
+    arrange(-frequency)
+}
+
+search_by_caption <- function(data, target_caption) {
+  data %>%
+    filter(caption == target_caption) %>%
+    group_by(image_path) %>%
+    distinct()
+}
+
+remove_caption_and_adjust_order <- function(data, target_image_path, target_caption) {
+  # キャプションが存在するか確認
+  if (!any(data$image_path == target_image_path & data$caption == target_caption)) {
+    cat(sprintf("The caption '%s' does not exist for image '%s'.\n", target_caption, target_image_path))
+    return(data)
+  }
+
+  # 削除するキャプションのcaption_orderを取得
+  removed_order <- data$caption_order[data$image_path == target_image_path & data$caption == target_caption]
+  # キャプションを削除
+  data <- data %>% filter(!(image_path == target_image_path & caption == target_caption))
+  # caption_orderを調整
+  data$caption_order[data$image_path == target_image_path & data$caption_order > removed_order] <- data$caption_order[data$image_path == target_image_path & data$caption_order > removed_order] - 1
+  
+  return(data)
+}
+
+remove_low_frequency_captions <- function(data, threshold) {
+  # キャプションの頻度を取得
+  caption_freq <- get_caption_frequency(data)
+  
+  # 指定された頻度以下のキャプションのリストを作成
+  low_freq_captions <- caption_freq %>%
+    filter(frequency <= threshold) %>%
+    pull(caption)
+  
+  # 低頻度のキャプションを削除し、caption_orderを調整
+  for (caption in low_freq_captions) {
+    unique_images <- unique(data$image_path[data$caption == caption])
+    for (image in unique_images) {
+      data <- remove_caption_and_adjust_order(data, image, caption)
+    }
+  }
+  
+  return(data)
+}
+
+edit_captions_interactively <- function(data, target_caption) {
+  # キャプションで画像を検索
+  image_paths <- search_by_caption(data, target_caption)$image_path
+  
+  for (path in image_paths) {
+    # OSに応じて画像を開く
+    if (Sys.info()["sysname"] == "Windows") {
+      cmd <- sprintf('start "" "%s"', path)
+      shell(cmd, intern = TRUE) 
+    } else if (Sys.info()["sysname"] == "Darwin") { # macOS
+      cmd <- sprintf('open "%s"', path)
+      system(cmd)
+    } else { # Linux
+      cmd <- sprintf('xdg-open "%s"', path)
+      system(cmd)
+    }
+    
+    # ユーザーにキャプションの削除を選択させる
+    cat(sprintf("Do you want to remove the caption '%s' from image '%s'? (yes/no/end): ", target_caption, path))
+    response <- readline()
+    
+    if (tolower(response) == "end") {
+      break
+    } else if (tolower(response) == "yes") {
+      data <- remove_caption_and_adjust_order(data, path, target_caption)
+    }
+  }
+  
+  return(data)
+}
+
+add_caption_at_order <- function(data, target_image_path, target_caption, target_order = NULL) {
+  # 指定された画像の最大のcaption_orderを取得
+  max_order <- max(data$caption_order[data$image_path == target_image_path], na.rm = TRUE)
+  
+  # キャプションの重複チェック
+  if (target_caption %in% data$caption[data$image_path == target_image_path]) {
+    return(data)  # 重複がある場合、データをそのまま返す
+  }
+  
+  # target_orderが指定されていない場合、キャプションを表示してユーザーに選ばせる
+  if (is.null(target_order)) {
+    print_image_captions_as_csv(data, target_image_path)
+    cat("Enter the position (order) to insert the new caption (1 to", max_order + 1, "): ")
+    target_order <- as.numeric(readline())
+    
+    # 不適切な値が入力された場合、最大のorder + 1で追加
+    if (target_order <= 0 || target_order > max_order + 1) {
+      target_order <- max_order + 1
+    }
+  }
+  
+  # 指定されたorder以降のcaption_orderを増加
+  data <- data %>%
+    mutate(caption_order = ifelse(image_path == target_image_path & caption_order >= target_order, caption_order + 1, caption_order))
+  
+  # 新しいキャプションを追加
+  new_caption <- tibble(
+    image_path = target_image_path,
+    caption_order = target_order,
+    caption = target_caption
+  )
+  data <- bind_rows(data, new_caption)
+  
+  return(data)
+}
+
+move_caption_order <- function(data, target_image_path, target_caption, new_order) {
+
+  # キャプションが存在するか確認
+  if (!any(data$image_path == target_image_path & data$caption == target_caption)) {
+    cat(sprintf("The caption '%s' does not exist for image '%s'.\n", target_caption, target_image_path))
+    return(data)
+  }
+
+  # キャプションを削除
+  data_after_removal <- remove_caption_and_adjust_order(data, target_image_path, target_caption)
+  
+  # 新しい位置にキャプションを追加
+  data_after_addition <- add_caption_at_order(data_after_removal, target_image_path, target_caption, new_order)
+   return(data_after_addition)
+}
+
+# キャプションが存在するか確認 (使わないかも)
+is_caption_present <- function(data, target_image_path, target_caption) {
+  return(any(data$image_path == target_image_path & data$caption == target_caption))
+}
+
+# すべてのキャプションを表示
+print_all_unique_captions_as_csv <- function(data) {
+  # 重複なく全てのキャプションを取得
+  unique_captions <- unique(data$caption) 
+  # CSV形式で表示
+  cat(paste(unique_captions, collapse = ", "), "\n")
+}
+
+print_image_captions_as_csv <- function(data, target_image_path) {  
+  captions <- filter(data, image_path == target_image_path) %>%
+    arrange(caption_order) %>%
+    pull(caption)
+  
+  cat(paste(captions, collapse = ", "), "\n")
+}
+
+# 代表するキャプションに集約
+remove_related_captions_except_representative <- function(data, related_captions, representative_caption, target_image_path) {
+  
+  # representative_captionがtarget_image_pathに紐づいているか確認
+  if (!any(data$image_path == target_image_path & data$caption == representative_caption)) {
+    cat(sprintf("The representative caption '%s' is not associated with image '%s'.\n", representative_caption, target_image_path))
+    return(data)
+  }
+  
+  # target_image_pathに関連するキャプションを削除
+  for (caption in related_captions) {
+    if (caption != representative_caption) {
+      data <- remove_caption_and_adjust_order(data, target_image_path, caption)
+    }
+  }
+  
+  return(data)
+}