Update app.R

app.R

@@ -12,6 +12,7 @@ library(gtable)
 library(httr)
 library(bslib)
 library(jsonlite)
+library(arrow)
 
 check_patreon_access <- function(email) {
   campaign_id <- Sys.getenv("PATREON_CAMPAIGN_ID")
@@ -57,6 +58,41 @@ check_patreon_access <- function(email) {
   
   return(FALSE)
 }
+
+download_private_parquet <- function(repo_id, filename) {
+  library(httr)
+  library(arrow)
+  
+  # Create the direct download URL based on your example
+  url <- paste0("https://huggingface.co/datasets/", repo_id, "/resolve/main/", filename, "?download=true")
+  
+  # Create a temporary file
+  temp_file <- tempfile(fileext = ".parquet")
+  
+  # Download directly to file
+  response <- GET(
+    url,
+    add_headers(Authorization = paste("Bearer", Sys.getenv("GETCSV"))),
+    write_disk(temp_file, overwrite = TRUE)
+  )
+  
+  # Check if download was successful
+  if (status_code(response) == 200) {
+    tryCatch({
+      # Read the parquet file
+      data <- read_parquet(temp_file)
+      file.remove(temp_file)
+      return(data)
+    }, error = function(e) {
+      file.remove(temp_file)
+      stop(paste("Error reading parquet file:", e$message))
+    })
+  } else {
+    file.remove(temp_file)
+    stop(paste("Failed to download file. Status code:", status_code(response)))
+  }
+}
+
 font_add_google("Roboto Condensed")
 
 is_barrel <- function(df) {
@@ -273,10 +309,18 @@ download_private_csv <- function(repo_id, filename) {
     stop("Failed to download dataset")
   }
 }
-MLB <- download_private_csv("TimStats/StatcastDataAll", "MLB.csv")
-AAA <- download_private_csv("TimStats/StatcastDataAll", "AAA.csv")
-FSLAll <- download_private_csv("TimStats/StatcastDataAll", "FSL.csv")
+MLB <- download_private_parquet("TimStats/StatcastDataAll", "MLB.csv")
+AAA <- download_private_parquet("TimStats/StatcastDataAll", "AAA.csv")
+FSLAll <- download_private_parquet("TimStats/StatcastDataAll", "FSL.csv")
+
+MLB25 <- download_private_parquet("TimStats/StatcastDataAll", "MLB25.parquet")
+MLB25$level <- "MLB"
+AAA25 <- download_private_parquet("TimStats/StatcastDataAll", "AAA25.parquet")
+AAA25$level <- "AAA"
 
+MLB <- rbind(MLB,MLB25)
+AAA <- rbind(AAA,AAA25)
+                          
 temp_players <- MLB %>% filter(season == 2024)
 MLBC <- rbind(MLB,AAA,FSLAll)
 data <- is_barrel(MLBC) %>%
@@ -385,7 +429,7 @@ server <- function(input, output,session) {
         titlePanel(NULL, windowTitle = "Baseball Stats Visualization"),
         sidebarLayout(
           sidebarPanel(
-            selectInput("szn", "Season:", c(2024, 2023, 2022, 2021, 2021)),
+            selectInput("szn", "Season:", c(2025, 2024, 2023, 2022, 2021, 2021)),
             selectInput("level", "Level:", c("MLB", "AAA", "FSL")),
             selectInput("type", "Player Type:", c("Batter", "Pitcher")),
             selectInput("player", "Player:", choices = unique(temp_players$`Batter Name`)),