Update app.R

app.R

@@ -17,15 +17,19 @@ load_scores <- function(level) {
 }
 
 load_portal <- function() {
-  tryCatch(
-    arrow::read_parquet("/app/transfer_portal.parquet"),
+  tryCatch({
+    df <- arrow::read_parquet("/app/transfer_portal.parquet")
+    names(df) <- tolower(names(df))
+    df %>%
+      rename(Pitcher = pitcher, Portal = portal) %>%
+      distinct(Pitcher, .keep_all = TRUE)
+  },
     error = function(e) {
       message("Portal load failed: ", e$message)
       tibble(Pitcher=character(), Portal=character())
     }
   )
 }
-
 # ── Pitch colors ───────────────────────────────────────────────────────────────
 pitch_colors <- c(
   "Fastball"  = "red",       "Sinker"   = "orange",