app.R

library(shiny)
library(tidyverse)
library(plotly)

PITCH_TYPES <- c("Fastball","Sinker","Cutter","Curveball","Slider",
                 "Sweeper","Slurve","Changeup","Splitter","Knuckleball","Other")

pitch_colors <- c(
  "Fastball"    = "red",
  "Sinker"      = "orange",
  "Cutter"      = "#8B4513",
  "Curveball"   = "blue",
  "Slider"      = "gold",
  "Sweeper"     = "darkgoldenrod",
  "Slurve"      = "goldenrod",
  "Changeup"    = "green3",
  "Splitter"    = "mediumpurple3",
  "Knuckleball" = "gray50",
  "Other"       = "gray80",
  "Untagged"    = "black"
)

`%||%` <- function(a, b) if (!is.null(a)) a else b

# ── UI ─────────────────────────────────────────────────────────────────────────
ui <- fluidPage(
  tags$head(tags$style(HTML("
    body { background:#f5f5f5; font-family:'Segoe UI',sans-serif; margin:0; padding:0; }
    .header { background:#13294B; padding:12px 20px; display:flex; align-items:center; }
    .header h2 { color:#fff; margin:0; font-size:22px; font-weight:600; }
    .header p  { color:#aabbcc; margin:0; font-size:12px; }
    .main { padding:15px; }
    .well { background:#fff; border:1px solid #e0e0e0;
            box-shadow:0 1px 3px rgba(0,0,0,0.06); border-radius:8px; }
    .form-control { border:1px solid #d0d0d0; border-radius:6px; }
    hr { border-color:#e8e8e8; }
    label { font-size:12px; font-weight:600; color:#555;
            text-transform:uppercase; letter-spacing:0.4px; }
    .section-label { font-size:11px; font-weight:700; color:#888;
                     text-transform:uppercase; letter-spacing:0.6px; margin-bottom:6px; }
    .info-box { background:#f9f9f9; border:1px solid #e0e0e0; border-radius:6px;
                padding:10px 12px; font-size:13px; color:#333; margin-bottom:10px; }
    .btn-primary  { background:#13294B; color:#fff; border:none;
                    border-radius:6px; font-weight:500; width:100%; }
    .btn-primary:hover  { background:#1a3a6b; color:#fff; }
    .btn-danger   { background:#8B0000; color:#fff; border:none;
                    border-radius:6px; font-weight:500; width:100%; }
    .btn-danger:hover   { background:#a00000; color:#fff; }
    .btn-default  { background:#fff; color:#222; border:1px solid #d0d0d0;
                    border-radius:6px; font-weight:500; width:100%; }
    .btn-default:hover  { background:#f0f0f0; }
    .btn-warning  { background:#e0a800; color:#fff; border:none;
                    border-radius:6px; font-weight:500; width:100%; }
    .btn-warning:hover  { background:#c89600; color:#fff; }
  "))),

  # header
  tags$div(class="header",
    tags$img(
      src="https://1000logos.net/wp-content/uploads/2022/05/Butler-Bulldogs-Logo.png",
      height="50px", style="margin-right:14px;"
    ),
    tags$div(tags$h2("Pitch Retagger"), tags$p("Trackman Pitch Type Editor"))
  ),

  tags$div(class="main",
    fluidRow(

      # ── Sidebar ──────────────────────────────────────────────────────────────
      column(3,
        wellPanel(

          # file + filters
          fileInput("file", "Upload Trackman CSV", accept=".csv"),
          selectInput("team",         "Team",                 choices=NULL),
          selectInput("pitcher",      "Pitcher",              choices=NULL),
          selectInput("pitch_filter", "Filter by Pitch Type", choices=c("All",PITCH_TYPES), selected="All"),
          hr(),

          # single pitch
          tags$p("Single Pitch Retag", class="section-label"),
          uiOutput("selected_info"),
          selectInput("new_tag", "Retag To", choices=PITCH_TYPES),
          hr(),

          # lasso retag
          tags$p("Lasso / Box Selection", class="section-label"),
          uiOutput("lasso_info"),
          selectInput("lasso_tag", "Retag Selection To", choices=PITCH_TYPES),
          actionButton("apply_lasso", "Apply to Selection",
                       class="btn-primary", style="margin-bottom:6px;"),
          actionButton("clear_lasso", "Clear Selection", class="btn-default"),
          hr(),

          # bulk retag
          tags$p("Bulk Retag — This Pitcher", class="section-label"),
          selectInput("bulk_from", "Change From", choices=PITCH_TYPES),
          selectInput("bulk_to",   "Change To",   choices=PITCH_TYPES),
          actionButton("retag_all", "Retag All Matching",
                       class="btn-danger", style="margin-bottom:6px;"),
          hr(),

          # undo
          actionButton("undo", "↩ Undo Last Action",
                       class="btn-warning", style="margin-bottom:6px;"),
          hr(),

          # download / overwrite
          downloadButton("download_csv", "Download Updated CSV", class="btn-default"),
          br(), br(),
          actionButton("overwrite", "Overwrite Original File", class="btn-default")
        )
      ),

      # ── Plot ─────────────────────────────────────────────────────────────────
      column(9,
        plotlyOutput("movement_plot", height="620px")
      )
    )
  )
)

# ── Server ─────────────────────────────────────────────────────────────────────
server <- function(input, output, session) {

  rv <- reactiveValues(
    data      = NULL,
    filepath  = NULL,
    selected  = NULL,   # single click row_id
    lasso_ids = NULL,   # lasso selected row_ids
    history   = list()  # undo stack — each entry is a full copy of rv$data
  )

  # ── Load CSV ─────────────────────────────────────────────────────────────────
  observeEvent(input$file, {
    req(input$file)
    rv$filepath <- input$file$datapath

    df <- read_csv(input$file$datapath, show_col_types=FALSE) %>%
      mutate(
        row_id = row_number(),
        TaggedPitchType = case_when(
          TaggedPitchType %in% c("Fastball","FourSeamFastBall","Four-Seam") ~ "Fastball",
          TaggedPitchType %in% c("Sinker","TwoSeamFastBall")               ~ "Sinker",
          TaggedPitchType == "Cutter"      ~ "Cutter",
          TaggedPitchType == "Curveball"   ~ "Curveball",
          TaggedPitchType == "Slider"      ~ "Slider",
          TaggedPitchType == "Sweeper"     ~ "Sweeper",
          TaggedPitchType == "Slurve"      ~ "Slurve",
          TaggedPitchType %in% c("ChangeUp","Changeup") ~ "Changeup",
          TaggedPitchType == "Splitter"    ~ "Splitter",
          TaggedPitchType == "Knuckleball" ~ "Knuckleball",
          TRUE ~ NA_character_
        )
      )

    rv$data    <- df
    rv$history <- list()

    teams <- sort(unique(df$PitcherTeam))
    updateSelectInput(session, "team", choices=teams)
  })

  # ── Team → Pitcher ───────────────────────────────────────────────────────────
  observeEvent(input$team, {
    req(rv$data, input$team)
    pitchers <- rv$data %>%
      filter(PitcherTeam==input$team) %>%
      pull(Pitcher) %>% unique() %>% sort()
    updateSelectInput(session, "pitcher", choices=pitchers)
    rv$selected  <- NULL
    rv$lasso_ids <- NULL
  })

  observeEvent(input$pitcher, {
    rv$selected  <- NULL
    rv$lasso_ids <- NULL
    updateSelectInput(session, "pitch_filter", selected="All")
  })

  # ── Filtered data for current pitcher ────────────────────────────────────────
  pitcher_data <- reactive({
    req(rv$data, input$pitcher)
    pd <- rv$data %>% filter(Pitcher==input$pitcher)
    if (input$pitch_filter != "All")
      pd <- pd %>% filter(TaggedPitchType==input$pitch_filter)
    pd
  })

  # ── Movement plot ─────────────────────────────────────────────────────────────
  output$movement_plot <- renderPlotly({
    req(pitcher_data())
    pd <- pitcher_data()

    pd <- pd %>%
      mutate(
        tag_display  = ifelse(is.na(TaggedPitchType),"Untagged",TaggedPitchType),
        is_selected  = row_id %in% (rv$lasso_ids %||% integer(0)),
        pt_stroke    = ifelse(is_selected, 2.5, 0.5),
        pt_outline   = ifelse(is_selected, "cyan", "black")
      )

    avgs <- pd %>%
      filter(!is.na(TaggedPitchType)) %>%
      group_by(TaggedPitchType) %>%
      summarise(HB=mean(HorzBreak,na.rm=TRUE),
                iVB=mean(InducedVertBreak,na.rm=TRUE),
                Velo=round(mean(RelSpeed,na.rm=TRUE),1),
                .groups="drop")

    p <- ggplot() +
      geom_vline(xintercept=0, color="black") +
      geom_hline(yintercept=0, color="black") +
      geom_point(
        data=pd,
        aes(x=HorzBreak, y=InducedVertBreak, fill=tag_display,
            text=paste0("Row: ",row_id,
                        "<br>Tag: ",tag_display,
                        "<br>Velo: ",round(RelSpeed,1),
                        "<br>HB: ",round(HorzBreak,1),
                        "<br>iVB: ",round(InducedVertBreak,1))),
        size=4, alpha=0.85, shape=21,
        color=pd$pt_outline, stroke=pd$pt_stroke
      ) +
      geom_point(data=avgs, aes(x=HB,y=iVB,color=TaggedPitchType),
                 size=10, alpha=0.9) +
      geom_text(data=avgs, aes(x=HB,y=iVB,label=Velo),
                color="white", size=3.5, fontface="bold") +
      scale_fill_manual(values=pitch_colors,  drop=TRUE) +
      scale_color_manual(values=pitch_colors, drop=TRUE) +
      labs(title="Pitch Movement  —  Box or Lasso to select region",
           x="Horizontal Break (in)", y="Induced Vertical Break (in)") +
      xlim(-25,25) + ylim(-25,25) +
      theme_minimal() +
      theme(legend.position="none",
            plot.title=element_text(hjust=0.5,size=13,face="bold"))

    ggplotly(p, tooltip="text") %>%
      layout(dragmode="lasso") %>%
      event_register("plotly_click") %>%
      event_register("plotly_selected")
  })

  # ── Single click ──────────────────────────────────────────────────────────────
  observeEvent(event_data("plotly_click"), {
    click <- event_data("plotly_click")
    req(click, pitcher_data())

    pd <- pitcher_data()
    clicked <- pd %>%
      mutate(dist=abs(HorzBreak-click$x)+abs(InducedVertBreak-click$y)) %>%
      slice_min(dist, n=1)

    rv$selected  <- clicked$row_id[1]
    rv$lasso_ids <- NULL

    cur <- clicked$TaggedPitchType[1]
    if (!is.na(cur)) updateSelectInput(session, "new_tag", selected=cur)
  })

  # ── Apply single retag when new_tag changes ───────────────────────────────────
  observeEvent(input$new_tag, {
    req(rv$selected, rv$data)
    push_history()
    rv$data <- rv$data %>%
      mutate(TaggedPitchType=ifelse(row_id==rv$selected, input$new_tag, TaggedPitchType))
    rv$selected <- NULL
  })

  # ── Single pitch info box ─────────────────────────────────────────────────────
  output$selected_info <- renderUI({
    if (is.null(rv$selected)) {
      tags$div(class="info-box", "Click a pitch on the plot to select it.")
    } else {
      row <- rv$data %>% filter(row_id==rv$selected)
      tags$div(class="info-box",
        tags$b("Selected:"), br(),
        paste0("Tag: ",   ifelse(is.na(row$TaggedPitchType),"Untagged",row$TaggedPitchType)), br(),
        paste0("Velo: ",  round(row$RelSpeed,1),
               "  HB: ",  round(row$HorzBreak,1),
               "  iVB: ", round(row$InducedVertBreak,1))
      )
    }
  })

  # ── Lasso selection ───────────────────────────────────────────────────────────
  observeEvent(event_data("plotly_selected"), {
    sel <- event_data("plotly_selected")
    if (is.null(sel) || nrow(sel)==0) { rv$lasso_ids <- NULL; return() }
    req(pitcher_data())

    pd <- pitcher_data() %>%
      filter(!is.na(HorzBreak), !is.na(InducedVertBreak))

    ids <- pd %>%
      filter(
        round(HorzBreak,3)          %in% round(sel$x,3),
        round(InducedVertBreak,3)   %in% round(sel$y,3)
      ) %>%
      pull(row_id)

    rv$lasso_ids <- ids
    rv$selected  <- NULL
  })

  output$lasso_info <- renderUI({
    n <- length(rv$lasso_ids %||% integer(0))
    if (n==0) {
      tags$div(class="info-box",
               style="color:#888;",
               "Draw a box or lasso on the plot to select pitches.")
    } else {
      tags$div(class="info-box",
               style="color:#13294B; font-weight:bold;",
               paste0(n, " pitch(es) selected"))
    }
  })

  observeEvent(input$apply_lasso, {
    req(rv$lasso_ids, length(rv$lasso_ids)>0, input$lasso_tag)
    n <- length(rv$lasso_ids)
    push_history()
    rv$data <- rv$data %>%
      mutate(TaggedPitchType=ifelse(row_id %in% rv$lasso_ids, input$lasso_tag, TaggedPitchType))
    rv$lasso_ids <- NULL
    showNotification(paste0("Retagged ",n," pitch(es) → '",input$lasso_tag,"'."), type="message")
  })

  observeEvent(input$clear_lasso, {
    rv$lasso_ids <- NULL
  })

  # ── Bulk retag ────────────────────────────────────────────────────────────────
  observeEvent(input$retag_all, {
    req(rv$data, input$pitcher, input$bulk_from, input$bulk_to)
    ids <- rv$data %>%
      filter(Pitcher==input$pitcher, TaggedPitchType==input$bulk_from) %>%
      pull(row_id)
    if (length(ids)==0) {
      showNotification(paste0("No '",input$bulk_from,"' found for ",input$pitcher,"."), type="warning")
      return()
    }
    push_history()
    rv$data <- rv$data %>%
      mutate(TaggedPitchType=ifelse(row_id %in% ids, input$bulk_to, TaggedPitchType))
    showNotification(
      paste0("Retagged ",length(ids)," '",input$bulk_from,"' → '",input$bulk_to,"'."),
      type="message"
    )
  })

  # ── Undo ──────────────────────────────────────────────────────────────────────
  push_history <- function() {
    rv$history <- c(rv$history, list(rv$data))
    if (length(rv$history) > 20) rv$history <- tail(rv$history, 20)
  }

  observeEvent(input$undo, {
    if (length(rv$history)==0) {
      showNotification("Nothing to undo.", type="warning")
      return()
    }
    rv$data    <- rv$history[[length(rv$history)]]
    rv$history <- rv$history[-length(rv$history)]
    rv$selected  <- NULL
    rv$lasso_ids <- NULL
    showNotification("Undone.", type="message")
  })

  # ── Download ──────────────────────────────────────────────────────────────────
  output$download_csv <- downloadHandler(
    filename = function() paste0("retagged_", basename(rv$filepath)),
    content  = function(file) {
      rv$data %>% select(-row_id) %>% write_csv(file)
    }
  )

  observeEvent(input$overwrite, {
    req(rv$data, rv$filepath)
    rv$data %>% select(-row_id) %>% write_csv(rv$filepath)
    showNotification("File overwritten.", type="message")
  })
}

shinyApp(ui, server, options=list(launch.browser=TRUE))