Upload app.R

app.R

@@ -1,58 +1,380 @@
 library(shiny)
+library(plotly)
+library(gridlayout)
 library(bslib)
+library(DT)
+library(rsconnect)
+library(baseballr)
 library(dplyr)
+library(tidyverse)
+library(rvest)
 library(ggplot2)
+library(janitor)
+library(ggthemes)
+library(ggpubr)
+library(jsonlite)
+library(utils)
+library(magick)
 
-df <- readr::read_csv("penguins.csv")
-# Find subset of columns that are suitable for scatter plot
-df_num <- df |> select(where(is.numeric), -Year)
-
-ui <- page_sidebar(
-  theme = bs_theme(bootswatch = "minty"),
-  title = "Penguins explorer",
-  sidebar = sidebar(
-    varSelectInput("xvar", "X variable", df_num, selected = "Bill Length (mm)"),
-    varSelectInput("yvar", "Y variable", df_num, selected = "Bill Depth (mm)"),
-    checkboxGroupInput("species", "Filter by species",
-      choices = unique(df$Species), selected = unique(df$Species)
-    ),
-    hr(), # Add a horizontal rule
-    checkboxInput("by_species", "Show species", TRUE),
-    checkboxInput("show_margins", "Show marginal plots", TRUE),
-    checkboxInput("smooth", "Add smoother"),
+VAA <- function(milbtotal){
+  milbtotal <- milbtotal |>
+    mutate(VAA = -atan((vz0+(az*(-sqrt((vy0*vy0)-(2*ay*(y0-(17/12))))-vy0)/
+                               ay))/(-sqrt((vy0*vy0)-(2*ay*(y0-(17/12))))))*(180/pi))
+} 
+pitcher_summary <- function(game_pk){
+  tmilb <- mlb_pbp(game_pk)
+  tmilb <- tmilb |>
+    filter(type == "pitch")
+  tmilb <- tmilb |>
+    select(matchup.batter.fullName,matchup.batter.id,matchup.pitcher.fullName,
+           matchup.pitcher.id,result.event,details.description,details.type.description,
+           result.description,pitchData.startSpeed,
+           pitchData.plateTime,pitchData.zone,pitchData.breaks.spinRate,pitchData.extension,
+           pitchData.coordinates.pX,pitchData.coordinates.pZ,pitchData.coordinates.x0,
+           pitchData.coordinates.y0,pitchData.coordinates.z0,pitchData.coordinates.aX,
+           pitchData.coordinates.aY,pitchData.coordinates.aZ,pitchData.coordinates.vX0,
+           pitchData.coordinates.vZ0,pitchData.coordinates.vY0,pitchData.coordinates.pfxX,
+           pitchData.coordinates.pfxZ,pitchData.breaks.breakVerticalInduced,pitchData.breaks.breakHorizontal,
+           hitData.launchSpeed,hitData.launchAngle,hitData.totalDistance,details.isInPlay,last.pitch.of.ab)
+  colnames(tmilb) <- c("Batter Name","Batter ID","Pitcher Name","Pitcher ID",
+                       "result","description","pitch_name",
+                       "des","start_speed","plateTime","zone","spin_rate",
+                       "extension","px","pz","x0","y0","z0","ax","ay","az",
+                       "vx0","vz0","vy0","pfxX","pfxZ","IVB","HB","hit_speed",
+                       "hit_angle","hit_distance","inPlay","lastPitch")
+  tmilb <- is_barrel(tmilb)
+  tmilb <- tmilb |>
+    mutate(is_strike_swinging = ifelse(description == "Swinging Strike" |
+                                         description == "Foul Tip",TRUE,FALSE))
+  
+  tmilb <- tmilb |>
+    mutate(date = gdate)
+  return(tmilb)
+  
+}
+break_plot <- function(game){
+  ggplot()+
+    geom_point(game,mapping = 
+                 aes(x=HB, y = IVB,color = pitch_name),size = 4) +
+    geom_vline(xintercept = 0,  color = "lightblue",linewidth = 1,linetype = 4)+
+    geom_hline(yintercept = 0,  color = "lightblue",linewidth = 1,linetype = 4)+
+    xlab("Horizontal Break from Pitcher's Perspective (in) ")+
+    ylab("Induced Verical Break (in)") +
+    xlim(-25,25) +
+    ylim(-25,25) +
+    ggthemes::theme_igray()+
+    theme(panel.grid.minor = element_line(color = "gray",
+                                          size = 0.25,
+                                          linetype = 1))+
+    guides(color = guide_legend(title = "Pitch Type"))
+  
+}
+pitch_plot <- function(game){
+  ggplot()+
+    geom_point(game,mapping = 
+                 aes(x=px, y = pz,color = pitch_name),size = 3.5) +
+    geom_segment(aes(x=-0.71,xend = 0.71, y = 1.5,yend = 1.5))+
+    geom_segment(aes(x=-0.71,xend = 0.71, y = 3.6,yend = 3.6))+
+    geom_segment(aes(x= 0.71,xend = 0.71, y = 1.5,yend = 3.6))+
+    geom_segment(aes(x=-0.71,xend = -0.71, y = 1.5,yend =3.6))+
+    xlab(" ")+
+    ylab(" ") +
+    xlim(-3,3)+
+    ylim(0.2,4)+
+    ggthemes::theme_few()+
+    guides(color = guide_legend(title = "Pitch Type"))+
+    theme(axis.text.x=element_blank(), 
+          axis.ticks.x=element_blank(), 
+          axis.text.y=element_blank(), 
+          axis.ticks.y=element_blank())
+}
+summary_table <- function(game){
+  rows <- nrow(game)
+  sumtable <- game |>
+    mutate(VAA = -atan((vz0+(az*(-sqrt((vy0*vy0)-(2*ay*(y0-(17/12))))-vy0)/
+                               ay))/(-sqrt((vy0*vy0)-(2*ay*(y0-(17/12))))))*(180/pi)) |>
+    mutate(team_fielding_id = ifelse(description == "Called Strike" |
+                                       description == "Swinging Strike" |
+                                       description == "Swinging Strike (Blocked)",1,0))|>
+    mutate(swing = ifelse(description == "Foul" |
+                           description == "Foul Pitchout" |
+                           description == "In play, no out" |
+                           description == "In play, out(s)" | 
+                           description == "In play, run(s)" | 
+                           description == "Swinging Strike" | 
+                           description == "swinging Strike (Blocked)" |
+                           description == "Foul Tip",1,0)) |>
+    mutate(is_strike_swinging = ifelse(is_strike_swinging == TRUE,1,0)) |>
+    mutate(Pitch = pitch_name) |>
+    group_by(Pitch)|>
+    summarize(Pitches = n(),
+              'Pitch%' = round(sum(Pitches)/sum(rows) * 100,digits = 1),
+              'Avg. Velo' = round(sum(start_speed)/Pitches,digits = 1),
+              'Spin Rate' = round(sum(spin_rate)/ Pitches,digits = 1),
+              'Extension' = mean(extension,na.rm = TRUE),
+              'IVB' = mean(IVB,na.rm=TRUE),
+              'HB' = mean(HB,na.rm = TRUE),
+              'VAA' = mean(VAA,na.rm= TRUE),
+              'CSW%' = round(sum(team_fielding_id)/
+                               sum(!is.na(team_fielding_id))*100,digits = 1),
+              'Whiff%' = round(sum(is_strike_swinging)/
+                                 sum(swing)*100,digits = 1))
+}
+#MLB ID Stuff
+mlbid <- mlb_schedule(season = 2024, level_ids = "1")
+mlbteamH <- mlbid |>
+  select(teams_home_team_name)
+mlbteamH <- distinct(mlbteamH)
+mlbteamA <- mlbid |>
+  select(teams_away_team_name)
+mlbteamA <- distinct(mlbteamA)
+#AAA ID Stuff
+aaaid <- mlb_schedule(season = 2024, level_ids = "11")
+aaateamH <- aaaid |>
+  select(teams_home_team_name)
+aaateamH <- distinct(aaateamH)
+aaateamA <- aaaid |>
+  select(teams_away_team_name)
+aaateamA <- distinct(aaateamA)
+#FSL ID Stuff
+fslid <- mlb_schedule(season = 2024, level_ids = "14")
+fslid <- fslid |>
+  filter(teams_home_team_name == "Daytona Tortugas" |
+           teams_home_team_name == "Jupiter Hammerheads" |
+           teams_home_team_name == "Palm Beach Cardinals" |
+           teams_home_team_name == "St. Lucie Mets" |
+           teams_home_team_name == "Bradenton Marauders" |
+           teams_home_team_name == "Clearwater Threshers" |
+           teams_home_team_name == "Dunedin Blue Jays" |
+           teams_home_team_name == "Fort Myers Mighty Mussels" |
+           teams_home_team_name == "Lakeland Flying Tigers" |
+           teams_home_team_name == "Tampa Tarpons")
+fslteamH <- fslid |>
+  select(teams_home_team_name)
+fslteamH <- distinct(fslteamH)
+fslteamA <- fslid |>
+  select(teams_away_team_name)
+fslteamA <- distinct(fslteamA)
+#SB ID Stuff
+sbid <- mlb_schedule(season = 2024, level_ids = "21")
+sbteamH <- sbid |>
+  select(teams_home_team_name)
+sbteamH <- distinct(sbteamH)
+sbteamA <- sbid |>
+  select(teams_away_team_name)
+sbteamA <- distinct(sbteamA)
+ui <- grid_page(
+  layout = c(
+    "header  header",
+    "sidebar area2 "
   ),
-  plotOutput("scatter")
-)
-
-server <- function(input, output, session) {
-  subsetted <- reactive({
-    req(input$species)
-    df |> filter(Species %in% input$species)
-  })
-
-  output$scatter <- renderPlot(
-    {
-      p <- ggplot(subsetted(), aes(!!input$xvar, !!input$yvar)) +
-        theme_light() +
-        list(
-          theme(legend.position = "bottom"),
-          if (input$by_species) aes(color = Species),
-          geom_point(),
-          if (input$smooth) geom_smooth()
+  row_sizes = c(
+    "40px",
+    "1fr"
+  ),
+  col_sizes = c(
+    "280px",
+    "1fr"
+  ),
+  gap_size = "1rem",
+  sidebarPanel(
+    dateInput("date",
+              "Date:","2024-02-22"),
+    selectizeInput("level","Level:",c("MLB","AAA","FSL","Spring Breakout")),
+    selectizeInput("homeT","Home Team:",mlbteamH[,1]),
+    selectizeInput("awayT", "Away Team:",mlbteamA[,1]),
+    selectizeInput("gamenum","Game Number (For Doubleheaders):",c("1","2")),
+    actionButton("update","Find Pitchers",icon("magnifying-glass"),
+                 style = "color: #FFFFFF; background-color: #0077B6"),
+    selectizeInput("pitcher","Pitcher (For Spring Breakout if pitchers not loading, try changing game number:",c(" ")),
+    selectizeInput("league","MLB or MiLB Photo",c("MLB","MiLB")),
+    textInput("title","Card Title"),
+    actionButton("update1","Make Card",icon("plus"),
+                 style = "color: #FFFFFF; background-color: #0077B6"),
+    width = 15,
+  ),
+  grid_card_text(
+    area = "header",
+    content = "2024 MLB/AAA/FSL Summary Cards (BETA)",
+    alignment = "start",
+    is_title = TRUE
+  ),
+  grid_card(
+    area = "area2",
+    full_screen = TRUE,
+    card_header(textOutput(outputId = "cardTitle")),
+    card_body(
+      gap = "0px",
+      grid_container(
+        layout = c(
+          "area3      chart      chart      chart     ",
+          "breakgraph breakgraph strikezone strikezone"
+        ),
+        row_sizes = c(
+          "1fr",
+          "1fr"
+        ),
+        col_sizes = c(
+          "1fr",
+          "1fr",
+          "1fr",
+          "1fr"
+        ),
+        gap_size = "0px",
+        grid_card_plot(area = "breakgraph"),
+        grid_card_plot(area = "strikezone"),
+        grid_card(
+          area = "chart",
+          card_body(
+            tableOutput(
+              outputId = "myTable"
+            ),
+          )
+        ),
+        grid_card(
+          area = "area3",
+          plotOutput(outputId = "picture")
         )
+      )
+    )
+  )
+)
 
-      if (input$show_margins) {
-        margin_type <- if (input$by_species) "density" else "histogram"
-        p <- p |> ggExtra::ggMarginal(
-          type = margin_type, margins = "both",
-          size = 8, groupColour = input$by_species, groupFill = input$by_species
-        )
-      }
 
-      p
-    },
-    res = 100
+server <- function(input, output) {
+  game <- reactive(pitcher_summary(input$game_pk))
+  id <- reactive(as.character(game()[1,4]))
+  observeEvent(input$level,{
+    if(input$level == "AAA"){
+      updateSelectizeInput(session = getDefaultReactiveDomain(),"homeT","Home Team:",choices =  aaateamH[,1])
+      updateSelectizeInput(session = getDefaultReactiveDomain(),"awayT","Away Team:",choices =  aaateamA[,1])
+    }
+    if(input$level == "FSL"){
+      updateSelectizeInput(session = getDefaultReactiveDomain(),"homeT","Home Team:",choices =  fslteamH[,1])
+      updateSelectizeInput(session = getDefaultReactiveDomain(),"awayT","Away Team:",choices =  fslteamA[,1])
+    }
+    if(input$level == "MLB"){
+      updateSelectizeInput(session = getDefaultReactiveDomain(),"homeT","Home Team:",choices =  mlbteamH[,1])
+      updateSelectizeInput(session = getDefaultReactiveDomain(),"awayT","Away Team:",choices =  mlbteamA[,1])
+    }
+    if(input$level == "Spring Breakout"){
+      updateSelectizeInput(session = getDefaultReactiveDomain(),"homeT","Home Team:",choices =  sbteamH[,1])
+      updateSelectizeInput(session = getDefaultReactiveDomain(),"awayT","Away Team:",choices =  sbteamA[,1])
+    }
+  })
+  observeEvent(input$update,{
+    if(input$level == "AAA"){
+      pname <- aaaid |>
+        filter(date == input$date) |>
+        filter(teams_home_team_name == input$homeT) |>
+        filter(teams_away_team_name == input$awayT) |>
+        filter(game_number == input$gamenum)
+      pname <- tryCatch({pitcher_summary(pname[,6])},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
+      updateSelectizeInput(session = getDefaultReactiveDomain(),"pitcher","Pitcher:",choices =  pname[,3])
+    }
+    if(input$level == "FSL"){
+      pname <- fslid |>
+        filter(date == input$date) |>
+        filter(teams_home_team_name == input$homeT) |>
+        filter(teams_away_team_name == input$awayT) |>
+        filter(game_number == input$gamenum)
+      pname <- tryCatch({pitcher_summary(pname[,6])},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
+      updateSelectizeInput(session = getDefaultReactiveDomain(),"pitcher","Pitcher:",choices =  pname[,3])
+    }
+    if(input$level == "MLB"){
+      pname <- mlbid |>
+        filter(date == as.character.Date(input$date)) |>
+        filter(teams_home_team_name == input$homeT) |>
+        filter(teams_away_team_name == input$awayT) |>
+        filter(game_number == input$gamenum)
+      pname <- tryCatch({pitcher_summary(pname[,6])},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
+      updateSelectizeInput(session = getDefaultReactiveDomain(),"pitcher","Pitcher:",choices =  pname[,3])
+    }
+    if(input$level == "Spring Breakout"){
+      pname <- sbid |>
+        filter(date == input$date) |>
+        filter(teams_home_team_name == input$homeT) |>
+        filter(teams_away_team_name == input$awayT) |>
+        filter(game_number == input$gamenum)
+      pname <- tryCatch({pitcher_summary(pname[,6])},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
+      updateSelectizeInput(session = getDefaultReactiveDomain(),"pitcher","Pitcher:",choices =  pname[,3])
+    }
+  })
+  observeEvent(input$update1,{
+    if(input$level == "MLB"){
+    id <- mlbid |>
+      filter(date == as.character.Date(input$date)) |>
+      filter(teams_home_team_name == input$homeT) |>
+      filter(teams_away_team_name == input$awayT) |>
+      filter(game_number == input$gamenum)
+    game <- tryCatch({pitcher_summary(id[,6])},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
+    game <- game |>
+      filter(`Pitcher Name`  == input$pitcher)
+    id <- as.character(game[1,4])
+    }
+    if(input$level == "FSL"){
+      id <- fslid |>
+        filter(date == as.character.Date(input$date)) |>
+        filter(teams_home_team_name == input$homeT) |>
+        filter(teams_away_team_name == input$awayT) |>
+        filter(game_number == input$gamenum)
+      game <- tryCatch({pitcher_summary(id[,6])},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
+      game <- game |>
+        filter(`Pitcher Name`  == input$pitcher)
+      id <- as.character(game[1,4])
+    }
+    if(input$level == "AAA"){
+      id <- aaaid |>
+        filter(date == as.character.Date(input$date)) |>
+        filter(teams_home_team_name == input$homeT) |>
+        filter(teams_away_team_name == input$awayT) |>
+        filter(game_number == input$gamenum)
+      game <- tryCatch({pitcher_summary(id[,6])},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
+      game <- game |>
+        filter(`Pitcher Name`  == input$pitcher)
+      id <- as.character(game[1,4])
+    }
+    if(input$level == "Spring Breakout"){
+      id <- sbid |>
+        filter(date == as.character.Date(input$date)) |>
+        filter(teams_home_team_name == input$homeT) |>
+        filter(teams_away_team_name == input$awayT) |>
+        filter(game_number == input$gamenum)
+      game <- tryCatch({pitcher_summary(id[,6])},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
+      game <- game |>
+        filter(`Pitcher Name`  == input$pitcher)
+      id <- as.character(game[1,4])
+    }
+  output$breakgraph <- renderPlot({
+    break_plot(game)
+  })
+  
+  output$strikezone <- renderPlot({
+    pitch_plot(game)
+  })
+  
+  output$myTable <- renderTable({
+    t <- summary_table(game)
+    return(t)
+  },width = '1150px',digits = 1,na = "NA",align = 'c')
+  output$picture <- renderImage({
+    if(input$league == "MLB"){
+      y <- paste("https://midfield.mlbstatic.com/v1/people/","/mlb/300?circle=false",sep = id)
+    }
+    if(input$league == "MiLB"){
+      y <- paste("https://midfield.mlbstatic.com/v1/people/","/milb/300?circle=false",sep = id)
+    }
+    photo <- tempfile()
+    download.file(y,photo,mode = 'wb')
+    list(
+      src = photo
+    )
+  },deleteFile = TRUE)
+  output$cardTitle <- renderText(
+    title <- paste(input$title,"Made by @TimStats", sep = " ")
   )
+})
 }
 
+
 shinyApp(ui, server)