Update app.R

app.R

@@ -127,6 +127,304 @@ process_dataset <- function(df) {
   df
 }
 
+process_bp_dataset <- function(df) {
+  # Process BP data with different structure
+  if ("Batter" %in% names(df)) {
+    df <- df %>% mutate(Batter = stringr::str_replace(Batter, "^\\s*(\\w+)\\s*,\\s*(\\w+)\\s*$", "\\2 \\1"))
+  }
+  
+  df <- df %>% distinct()
+  if ("PitchUID" %in% names(df)) df <- df %>% distinct(PitchUID, .keep_all = TRUE)
+  
+  # Date processing
+  if ("Date" %in% names(df)) {
+    df$Date <- suppressWarnings(as.Date(df$Date, format = "%m/%d/%y"))
+    if (all(is.na(df$Date))) df$Date <- suppressWarnings(as.Date(df$Date, format = "%m/%d/%Y"))
+    if (all(is.na(df$Date))) df$Date <- suppressWarnings(as.Date(df$Date))
+  }
+  
+  # Convert numeric columns
+  if ("PlateLocSide" %in% names(df))  df$PlateLocSide  <- as.numeric(df$PlateLocSide)
+  if ("PlateLocHeight" %in% names(df)) df$PlateLocHeight <- as.numeric(df$PlateLocHeight)
+  if ("ExitSpeed" %in% names(df)) df$ExitSpeed <- as.numeric(df$ExitSpeed)
+  if ("Angle" %in% names(df)) df$Angle <- as.numeric(df$Angle)
+  if ("Distance" %in% names(df)) df$Distance <- as.numeric(df$Distance)
+  if ("Bearing" %in% names(df)) df$Bearing <- as.numeric(df$Bearing)
+  if ("ContactPositionX" %in% names(df)) df$ContactPositionX <- as.numeric(df$ContactPositionX)
+  if ("ContactPositionY" %in% names(df)) df$ContactPositionY <- as.numeric(df$ContactPositionY)
+  if ("ContactPositionZ" %in% names(df)) df$ContactPositionZ <- as.numeric(df$ContactPositionZ)
+  
+  # Create BP-specific indicators
+  df <- df %>%
+    mutate(
+      # Filter out bad exit velo data
+      ExitSpeed = ifelse(!is.na(ExitSpeed) & !is.na(Angle) & 
+                          (ExitSpeed > 120 & Angle < -10 | ExitSpeed < 70), NA, ExitSpeed),
+      
+      # Ball in play indicator
+      BIPind = ifelse(!is.na(ExitSpeed) | !is.na(Angle) | !is.na(Distance), 1, 0),
+      
+      # Launch angle zones
+      LA1030ind = ifelse(BIPind == 1 & !is.na(Angle) & Angle >= 10 & Angle <= 30, 1, 0),
+      
+      # Barrels
+      Barrelind = ifelse(BIPind == 1 & !is.na(ExitSpeed) & !is.na(Angle) &
+                          ExitSpeed >= 95 & Angle >= 10 & Angle <= 32, 1, 0),
+      
+      # Hard hits
+      HHind = ifelse(BIPind == 1 & !is.na(ExitSpeed) & ExitSpeed >= 95, 1, 0),
+      
+      # Solid contact
+      SCind = ifelse(BIPind == 1 & !is.na(ExitSpeed) & !is.na(Angle) &
+                      ((ExitSpeed > 95 & Angle >= 0 & Angle <= 35) |
+                        (ExitSpeed > 92 & Angle >= 8 & Angle <= 35)), 1, 0),
+      
+      # Hit type indicators
+      GBindicator = ifelse(BIPind == 1 & !is.na(TaggedHitType) & TaggedHitType == "GroundBall", 1, 0),
+      LDind = ifelse(BIPind == 1 & !is.na(TaggedHitType) & TaggedHitType == "LineDrive", 1, 0),
+      FBind = ifelse(BIPind == 1 & !is.na(TaggedHitType) & TaggedHitType == "FlyBall", 1, 0),
+      Popind = ifelse(BIPind == 1 & !is.na(TaggedHitType) & TaggedHitType == "Popup", 1, 0)
+    )
+  
+  df
+}
+
+
+create_bp_spray_chart <- function(batter_name, bp_data) {
+  chart_data <- bp_data %>%
+    filter(Batter == batter_name, BIPind == 1, !is.na(Distance), !is.na(Bearing)) %>%
+    mutate(
+      Bearing2 = Bearing * pi/180,
+      x = Distance * sin(Bearing2),
+      y = Distance * cos(Bearing2)
+    )
+  
+  if (!nrow(chart_data)) {
+    return(
+      ggplot() + theme_void() + 
+        coord_fixed(xlim = c(-360, 360), ylim = c(-20, 410), expand = FALSE) +
+        annotate("segment", x = 0, y = 0, xend = 247.487, yend = 247.487, color = "gray70") +
+        annotate("segment", x = 0, y = 0, xend = -247.487, yend = 247.487, color = "gray70") +
+        ggtitle(paste("BP Spray Chart:", batter_name)) +
+        annotate("text", x = 0, y = 200, label = "No spray data available", size = 5, color = "gray50") +
+        theme(plot.title = element_text(hjust=0.5, size=12, face="bold"))
+    )
+  }
+  
+  ggplot(chart_data, aes(x, y)) +
+    coord_fixed(xlim = c(-360, 360), ylim = c(-20, 410), expand = FALSE) +
+    annotate("segment", x = 0, y = 0, xend = 247.487, yend = 247.487, color = "black") +
+    annotate("segment", x = 0, y = 0, xend = -247.487, yend = 247.487, color = "black") +
+    annotate("segment", x = 63.6396, y = 63.6396, xend = 0, yend = 127.279, color = "black") +
+    annotate("segment", x = -63.6396, y = 63.6396, xend = 0, yend = 127.279, color = "black") +
+    annotate("curve", x = 89.095, y = 89.095, xend = 0, yend = 160, curvature = 0.36, linewidth = 0.5, color = "black") +
+    annotate("curve", x = -89.095, y = 89.095, xend = 0, yend = 160, curvature = -0.36, linewidth = 0.5, color = "black") +
+    annotate("curve", x = -247.487, y = 247.487, xend = 247.487, yend = 247.487, curvature = -0.65, linewidth = 0.5, color = "black") +
+    geom_point(aes(fill = ExitSpeed), size = 3.5, shape = 21, color = "black", stroke = 0.5, alpha = 0.85) +
+    scale_fill_gradient(low = "#E1463E", high = "#00840D", name = "Exit Velo", na.value = "grey50") +
+    theme_void() +
+    ggtitle(paste("BP Spray Chart:", batter_name)) +
+    theme(
+      legend.position = "right",
+      plot.title = element_text(hjust = 0.5, size = 12, face = "bold"),
+      plot.margin = margin(5, 5, 5, 5)
+    )
+}
+
+create_bp_zone_plot <- function(batter_name, bp_data) {
+  zone_data <- bp_data %>%
+    filter(Batter == batter_name, BIPind == 1, !is.na(PlateLocSide), !is.na(PlateLocHeight))
+  
+  if (!nrow(zone_data)) {
+    return(
+      ggplot() +
+        annotate("rect", xmin = -0.8303, xmax = 0.8303, ymin = 1.5, ymax = 3.38,
+                 alpha = 0, size = .5, color = "gray70") +
+        annotate("path", 
+                 x = c(-0.708, 0.708, 0.708, 0, -0.708, -0.708),
+                 y = c(0.15, 0.15, 0.3, 0.5, 0.3, 0.15), 
+                 color = "gray70", linewidth = 0.5) +
+        coord_fixed(ratio = 1, xlim = c(-2, 2), ylim = c(0, 4.5)) +
+        theme_void() +
+        ggtitle(paste("BP Zone Plot:", batter_name)) +
+        annotate("text", x = 0, y = 2.5, label = "No zone data available", size = 5, color = "gray50") +
+        theme(plot.title = element_text(hjust = 0.5, size = 12, face = "bold"))
+    )
+  }
+  
+  ggplot(zone_data, aes(x = PlateLocSide, y = PlateLocHeight)) +
+    geom_point(aes(fill = ExitSpeed), size = 3.5, shape = 21, color = "black", stroke = 0.5, alpha = 0.8) +
+    scale_fill_gradient(low = "#E1463E", high = "#00840D", name = "Exit Velo", na.value = "grey50") +
+    annotate("rect", xmin = -0.8303, xmax = 0.8303, ymin = 1.5, ymax = 3.38, 
+             fill = NA, color = "black", linewidth = 1) +
+    annotate("path", 
+             x = c(-0.708, 0.708, 0.708, 0, -0.708, -0.708),
+             y = c(0.15, 0.15, 0.3, 0.5, 0.3, 0.15), 
+             color = "black", linewidth = 0.8) +
+    coord_fixed(ratio = 1, xlim = c(-2, 2), ylim = c(0, 4.5)) +
+    ggtitle(paste("BP Zone Plot:", batter_name)) +
+    theme_void() +
+    theme(
+      legend.position = "right",
+      plot.title = element_text(hjust = 0.5, size = 12, face = "bold"),
+      plot.margin = margin(5, 5, 5, 5)
+    )
+}
+
+create_bp_contact_map <- function(batter_name, bp_data) {
+  contact_data <- bp_data %>%
+    filter(Batter == batter_name, BIPind == 1, !is.na(ExitSpeed),
+           !is.na(ContactPositionZ), !is.na(ContactPositionX), !is.na(ContactPositionY)) %>%
+    mutate(
+      ContactPositionX = ContactPositionX * 12,
+      ContactPositionY = ContactPositionY * 12,
+      ContactPositionZ = ContactPositionZ * 12
+    )
+  
+  if (!nrow(contact_data)) {
+    return(
+      ggplot() +
+        annotate("segment", x = -8.5, y = 17, xend = 8.5, yend = 17, color = "gray70", linewidth = 0.5) +
+        annotate("segment", x = 8.5, y = 8.5, xend = 8.5, yend = 17, color = "gray70", linewidth = 0.5) +
+        annotate("segment", x = -8.5, y = 8.5, xend = -8.5, yend = 17, color = "gray70", linewidth = 0.5) +
+        annotate("rect", xmin = 20, xmax = 48, ymin = -20, ymax = 40, fill = NA, color = "gray70", linewidth = 0.5) +
+        annotate("rect", xmin = -48, xmax = -20, ymin = -20, ymax = 40, fill = NA, color = "gray70", linewidth = 0.5) +
+        xlim(-50, 50) + ylim(-20, 50) +
+        coord_fixed() +
+        theme_void() +
+        ggtitle(paste("BP Contact Points:", batter_name)) +
+        annotate("text", x = 0, y = 20, label = "No contact data available", size = 5, color = "gray50") +
+        theme(plot.title = element_text(hjust = 0.5, size = 12, face = "bold"))
+    )
+  }
+  
+  batter_side <- unique(contact_data$BatterSide)[1]
+  if (is.na(batter_side)) batter_side <- "Right"
+  
+  ggplot(contact_data, aes(x = ContactPositionZ, y = ContactPositionX)) +
+    annotate("segment", x = -8.5, y = 17, xend = 8.5, yend = 17, color = "black", linewidth = 0.5) +
+    annotate("segment", x = 8.5, y = 8.5, xend = 8.5, yend = 17, color = "black", linewidth = 0.5) +
+    annotate("segment", x = -8.5, y = 8.5, xend = -8.5, yend = 17, color = "black", linewidth = 0.5) +
+    annotate("segment", x = -8.5, y = 8.5, xend = 0, yend = 0, color = "black", linewidth = 0.5) +
+    annotate("segment", x = 8.5, y = 8.5, xend = 0, yend = 0, color = "black", linewidth = 0.5) +
+    annotate("rect", xmin = 20, xmax = 48, ymin = -20, ymax = 40, fill = NA, color = "black", linewidth = 0.5) +
+    annotate("rect", xmin = -48, xmax = -20, ymin = -20, ymax = 40, fill = NA, color = "black", linewidth = 0.5) +
+    annotate("text", x = ifelse(batter_side == "Right", -34, 34), y = 10,
+             label = ifelse(batter_side == "Right", "R", "L"), size = 8, fontface = "bold") +
+    xlim(-50, 50) + ylim(-20, 50) +
+    geom_point(aes(fill = ExitSpeed), color = "black", stroke = 0.5, shape = 21, alpha = 0.85, size = 3) +
+    geom_smooth(aes(color = "Optimal Contact"), method = "lm", level = 0, se = FALSE, linewidth = 0.8) +
+    scale_fill_gradient(name = "Exit Velo", low = "#E1463E", high = "#00840D") +
+    scale_color_manual(name = NULL, values = c("Optimal Contact" = "black")) +
+    coord_fixed() +
+    ggtitle(paste("BP Contact Points:", batter_name)) +
+    theme_void() +
+    theme(
+      legend.position = "right",
+      plot.title = element_text(hjust = 0.5, size = 12, face = "bold"),
+      plot.margin = margin(5, 5, 5, 5)
+    )
+}
+
+create_bp_pdf <- function(bp_data, batter_name, output_file) {
+  if (length(dev.list()) > 0) try(dev.off(), silent = TRUE)
+  
+  batter_df <- filter(bp_data, Batter == batter_name)
+  
+  # Calculate stats in the order: BBE, Avg EV, Avg LA, Max EV, SC%, 10-30%, HH%, Barrel%
+  stats <- batter_df %>%
+    summarise(
+      BBE = sum(BIPind, na.rm = TRUE),
+      `Avg EV` = round(mean(ExitSpeed[BIPind == 1], na.rm = TRUE), 1),
+      `Avg LA` = round(mean(Angle[BIPind == 1], na.rm = TRUE), 1),
+      `Max EV` = round(max(ExitSpeed[BIPind == 1], na.rm = TRUE), 1),
+      `SC%` = round(sum(SCind, na.rm = TRUE) / sum(BIPind, na.rm = TRUE) * 100, 1),
+      `10-30%` = round(sum(LA1030ind, na.rm = TRUE) / sum(BIPind, na.rm = TRUE) * 100, 1),
+      `HH%` = round(sum(HHind, na.rm = TRUE) / sum(BIPind, na.rm = TRUE) * 100, 1),
+      `Barrel%` = round(sum(Barrelind, na.rm = TRUE) / sum(BIPind, na.rm = TRUE) * 100, 1),
+      .groups = "drop"
+    )
+  
+  # Create plots
+  spray_plot <- create_bp_spray_chart(batter_name, bp_data)
+  zone_plot <- create_bp_zone_plot(batter_name, bp_data)
+  contact_plot <- create_bp_contact_map(batter_name, bp_data)
+  
+  # Create PDF
+  pdf(output_file, width = 11, height = 8.5)
+  on.exit(try(dev.off(), silent = TRUE), add = TRUE)
+  
+  grid::grid.newpage()
+  
+  # Title section
+  grid::pushViewport(grid::viewport(x = 0.5, y = 0.97, width = 1, height = 0.06, just = c("center", "top")))
+  grid::grid.text("BP Report",
+                  gp = grid::gpar(fontface = "bold", cex = 1.5, col = "#006F71"))
+  grid::popViewport()
+  
+  grid::pushViewport(grid::viewport(x = 0.5, y = 0.92, width = 1, height = 0.05, just = c("center", "top")))
+  grid::grid.text(batter_name,
+                  gp = grid::gpar(fontface = "bold", cex = 1.8, col = "black"))
+  grid::popViewport()
+  
+  # Stats table with teal header
+  headers <- c("BBE", "Avg EV", "Avg LA", "Max EV", "SC%", "10-30%", "HH%", "Barrel%")
+  values <- c(stats$BBE, stats$`Avg EV`, stats$`Avg LA`, stats$`Max EV`,
+              stats$`SC%`, stats$`10-30%`, stats$`HH%`, stats$`Barrel%`)
+  
+  col_w <- 0.09
+  x0 <- 0.5 - (length(headers) * col_w) / 2
+  yh <- 0.84
+  yv <- 0.82
+  
+  for (i in seq_along(headers)) {
+    xi <- x0 + (i - 1) * col_w
+    
+    # Header with teal background
+    grid::grid.rect(x = xi, y = yh, width = col_w * 0.985, height = 0.018,
+                    just = c("left", "top"),
+                    gp = grid::gpar(fill = "#006F71", col = "black", lwd = 0.5))
+    grid::grid.text(headers[i],
+                    x = xi + col_w * 0.49, y = yh - 0.009,
+                    gp = grid::gpar(col = "white", cex = 0.70, fontface = "bold"))
+    
+    # Value cell with color coding based on performance
+    val <- values[i]
+    cell_color <- if (headers[i] %in% c("Avg EV", "Max EV", "SC%", "10-30%", "HH%", "Barrel%")) {
+      if (is.na(val)) "#FFFFFF"
+      else if (headers[i] == "Avg EV" && val >= 90) "#00840D"
+      else if (headers[i] == "Max EV" && val >= 100) "#00840D"
+      else if (headers[i] %in% c("SC%", "10-30%", "HH%", "Barrel%") && val >= 50) "#00840D"
+      else if (val >= 40) "lightgreen"
+      else "#FFFFFF"
+    } else "#FFFFFF"
+    
+    grid::grid.rect(x = xi, y = yv, width = col_w * 0.985, height = 0.018,
+                    just = c("left", "top"),
+                    gp = grid::gpar(fill = cell_color, col = "black", lwd = 0.4))
+    grid::grid.text(ifelse(is.finite(val), as.character(val), "-"),
+                    x = xi + col_w * 0.49, y = yv - 0.009,
+                    gp = grid::gpar(cex = 0.70))
+  }
+  
+  # Spray chart (left)
+  grid::pushViewport(grid::viewport(x = 0.25, y = 0.72, width = 0.45, height = 0.50, just = c("center", "top")))
+  print(spray_plot, newpage = FALSE)
+  grid::popViewport()
+  
+  # Zone plot (right)
+  grid::pushViewport(grid::viewport(x = 0.75, y = 0.72, width = 0.45, height = 0.50, just = c("center", "top")))
+  print(zone_plot, newpage = FALSE)
+  grid::popViewport()
+  
+  # Contact map (bottom center)
+  grid::pushViewport(grid::viewport(x = 0.5, y = 0.20, width = 0.50, height = 0.24, just = c("center", "top")))
+  print(contact_plot, newpage = FALSE)
+  grid::popViewport()
+  
+  invisible(output_file)
+}
+
 parse_game_day <- function(df, tz = "America/New_York") {
   stopifnot("Date" %in% names(df))
   if (inherits(df$Date, "Date")) {
@@ -2622,7 +2920,8 @@ radioButtons("report_type", "Report Type",
                "Pitcher"="pitcher",
                "Advanced Pitcher"="advanced_pitcher",
                "Catcher"="catcher",
-               "Umpire"="umpire"),
+               "Umpire"="umpire",
+               "BP Report"="bp"),
              selected = "hitter", inline = TRUE),
               hr(),
               h4("Optional: Bio CSV", style = "color: #006F71; font-size: 1em;"),
@@ -2664,7 +2963,8 @@ server <- function(input, output, session) {
   bio_hitter   <- reactiveVal(NULL)
   bio_catch    <- reactiveVal(NULL)
   data_umpire <- reactiveVal(NULL)
-  
+ data_bp <- reactiveVal(NULL)
+
   observe({
     df <- data_hitter()
     if (!is.null(df) && input$report_type == "umpire") {
@@ -2696,6 +2996,25 @@ server <- function(input, output, session) {
       data_hitter(NULL); data_catcher(NULL)
     })
   })
+
+  observeEvent(input$game_csv, {
+  req(input$game_csv)
+  tryCatch({
+    df <- read.csv(input$game_csv$datapath, stringsAsFactors = FALSE)
+    
+    # Existing code for hitter/pitcher/catcher/umpire...
+    data_hitter(process_dataset(df))
+    data_catcher(catcher_process_dataset(df))
+    
+    # ADD THIS NEW LINE:
+    data_bp(process_bp_dataset(df))
+    
+    showNotification("Game data loaded successfully!", type = "message", duration = 3)
+  }, error = function(e) {
+    showNotification(paste("Error loading CSV:", e$message), type = "error", duration = 6)
+    data_hitter(NULL); data_catcher(NULL); data_bp(NULL)
+  })
+})
   
   observeEvent(input$bio_csv_hitter, {
     req(input$bio_csv_hitter)
@@ -2746,6 +3065,14 @@ server <- function(input, output, session) {
       catchers <- sort(unique(na.omit(df$Catcher)))
       if (!length(catchers)) return(div(p("No catchers found in uploaded data", style="color:#cc6600;font-weight:bold;")))
       selectInput("catcher_name", "Select Catcher", choices = catchers, selected = catchers[1], width = "100%")
+    } else if (input$report_type == "bp") {
+  df <- data_bp()
+  if (is.null(df)) return(div(p("Please upload a BP CSV to begin", 
+                                 style = "color:#666;font-style:italic;text-align:center;")))
+  players <- sort(unique(na.omit(df$Batter)))
+  if (!length(players)) return(div(p("No players found in BP data", 
+                                     style="color:#cc6600;font-weight:bold;")))
+  selectInput("bp_player_name", "Select Player", choices = players, selected = players[1], width = "100%")
     } else if (input$report_type == "advanced_pitcher") {
       df <- data_pitcher()
       if (is.null(df)) return(div(p("Please upload a CSV to begin", style = "color:#666;font-style:italic;text-align:center;")))
@@ -2788,6 +3115,8 @@ server <- function(input, output, session) {
       downloadButton("download_advanced_pitcher", "Download Advanced Pitcher PDF", class = "btn-primary")
     } else if (input$report_type == "umpire") {
       downloadButton("download_umpire", "Download Umpire PDF", class = "btn-primary")
+      } else if (input$report_type == "bp") {
+  downloadButton("download_bp", "Download BP Report PDF", class = "btn-primary")
     }
   })
   
@@ -2866,6 +3195,25 @@ server <- function(input, output, session) {
     },
     contentType = "application/pdf"
   )
+
+  output$download_bp <- downloadHandler(
+  filename = function() {
+    df <- data_bp(); req(df, input$bp_player_name)
+    player_clean <- gsub(" ", "_", input$bp_player_name)
+    paste0(player_clean, "_BP_Report.pdf")
+  },
+  content = function(file) {
+    df <- data_bp(); req(df, input$bp_player_name)
+    withProgress(message='Generating BP Report PDF', value=0, {
+      incProgress(.3, detail="Processing data...")
+      incProgress(.4, detail="Creating visualizations...")
+      create_bp_pdf(df, input$bp_player_name, file)
+      incProgress(.3, detail="Finalizing report...")
+    })
+    showNotification("BP Report generated!", type="message", duration=3)
+  },
+  contentType = "application/pdf"
+)
   
   output$download_all_coastal_pitchers <- downloadHandler(
     filename = function() {
@@ -2970,6 +3318,24 @@ server <- function(input, output, session) {
             strong("Strikes Lost: "), receiving_stats$strikes_lost),
           p(strong("Throws Recorded: "), throwing_stats$throws))
     }
+    } else if (input$report_type == "bp") {
+  df <- data_bp(); req(df, input$bp_player_name)
+  player_df <- df %>% filter(Batter == input$bp_player_name)
+  if (!nrow(player_df)) return(NULL)
+  
+  stats <- player_df %>%
+    summarise(
+      bbe = sum(BIPind, na.rm = TRUE),
+      avg_ev = round(mean(ExitSpeed[BIPind == 1], na.rm = TRUE), 1),
+      max_ev = round(max(ExitSpeed[BIPind == 1], na.rm = TRUE), 1)
+    )
+  
+  div(class = "status-box",
+      h4("✓ Ready to Generate BP Report", style = "margin-top: 0; color: #006F71;"),
+      p(strong("Player: "), input$bp_player_name),
+      p(strong("Batted Ball Events: "), stats$bbe),
+      p(strong("Avg Exit Velo: "), stats$avg_ev, " mph"),
+      p(strong("Max Exit Velo: "), stats$max_ev, " mph"))
   })
   
   output$preview_content <- renderUI({
@@ -3016,6 +3382,19 @@ server <- function(input, output, session) {
         plotOutput("preview_throwing", height = "400px")
       )
     }
+    } else if (input$report_type == "bp") {
+  df <- data_bp()
+  if (is.null(df)) return(div(style = "text-align:center;padding:60px;color:#999;", 
+                               h4("No data to preview")))
+  req(input$bp_player_name)
+  
+  tagList(
+    h4("BP Spray Chart", style = "color: #006F71;"),
+    plotOutput("preview_bp_spray", height = "400px"),
+    br(),
+    h4("BP Zone Plot", style = "color: #006F71;"),
+    plotOutput("preview_bp_zone", height = "400px")
+  )
   })
   
   output$preview_plot_hitter <- renderPlot({
@@ -3045,6 +3424,16 @@ server <- function(input, output, session) {
     pitch_colors <- c("Fastball"="#FA8072","Four-Seam"="#FA8072","FourSeamFastBall" = "#FA8072","Sinker"="#fdae61","Slider"="#A020F0","Sweeper"="magenta","Curveball"="#2c7bb6","ChangeUp"="#90EE90","Splitter"="#90EE32","Cutter"="red")
     create_pitcher_location_plot(pitcher_df, pitch_colors)
   }, res=120)
+
+  output$preview_bp_spray <- renderPlot({
+  df <- data_bp(); req(df, input$bp_player_name)
+  create_bp_spray_chart(input$bp_player_name, df)
+}, res = 96)
+
+output$preview_bp_zone <- renderPlot({
+  df <- data_bp(); req(df, input$bp_player_name)
+  create_bp_zone_plot(input$bp_player_name, df)
+}, res = 96)
   
   output$preview_release <- renderPlot({
     df <- data_pitcher(); req(df, input$pitcher_name)