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Update app.R
Browse files
app.R
CHANGED
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@@ -21,11 +21,13 @@ is_barrel <- function(df) {
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hit_angle >= 117 & hit_speed + hit_angle >= 123, 1, 0))
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return(df)
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}
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VAA <- function(milbtotal){
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milbtotal <- milbtotal |>
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mutate(VAA = -atan((vz0+(az*(-sqrt((vy0*vy0)-(2*ay*(y0-(17/12))))-vy0)/
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ay))/(-sqrt((vy0*vy0)-(2*ay*(y0-(17/12))))))*(180/pi))
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}
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pitcher_summary <- function(game_pk,date){
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gdate <- as.Date.character(date)
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gdate <- as.Date(gdate)
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@@ -56,8 +58,8 @@ pitcher_summary <- function(game_pk,date){
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tmilb <- tmilb |>
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mutate(date = gdate)
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return(tmilb)
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-
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}
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break_plot <- function(game){
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ggplot()+
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geom_point(game,mapping =
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@@ -73,8 +75,8 @@ break_plot <- function(game){
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size = 0.25,
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linetype = 1))+
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guides(color = guide_legend(title = "Pitch Type"))
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-
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}
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pitch_plot <- function(game){
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ggplot()+
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geom_point(game,mapping =
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@@ -94,6 +96,7 @@ pitch_plot <- function(game){
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axis.text.y=element_blank(),
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axis.ticks.y=element_blank())
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}
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summary_table <- function(game){
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rows <- nrow(game)
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sumtable <- game |>
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@@ -126,7 +129,7 @@ summary_table <- function(game){
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'Whiff%' = round(sum(is_strike_swinging)/
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sum(swing)*100,digits = 1))
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}
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-
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mlbid <- mlb_schedule(season = 2024, level_ids = "1")
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mlbteamH <- mlbid |>
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select(teams_home_team_name)
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@@ -134,7 +137,7 @@ mlbteamH <- distinct(mlbteamH)
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mlbteamA <- mlbid |>
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select(teams_away_team_name)
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mlbteamA <- distinct(mlbteamA)
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-
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aaaid <- mlb_schedule(season = 2024, level_ids = "11")
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aaateamH <- aaaid |>
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select(teams_home_team_name)
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@@ -142,7 +145,7 @@ aaateamH <- distinct(aaateamH)
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aaateamA <- aaaid |>
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select(teams_away_team_name)
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aaateamA <- distinct(aaateamA)
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-
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fslid <- mlb_schedule(season = 2024, level_ids = "14")
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fslid <- fslid |>
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filter(teams_home_team_name == "Daytona Tortugas" |
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@@ -161,7 +164,7 @@ fslteamH <- distinct(fslteamH)
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fslteamA <- fslid |>
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select(teams_away_team_name)
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fslteamA <- distinct(fslteamA)
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-
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sbid <- mlb_schedule(season = 2024, level_ids = "22")
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sbteamH <- sbid |>
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select(teams_home_team_name)
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@@ -169,97 +172,54 @@ sbteamH <- distinct(sbteamH)
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sbteamA <- sbid |>
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select(teams_away_team_name)
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sbteamA <- distinct(sbteamA)
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-
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-
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"header header",
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"sidebar area2 "
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),
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row_sizes = c(
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"40px",
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"1fr"
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),
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col_sizes = c(
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"280px",
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"1fr"
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),
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gap_size = "1rem",
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tags$head(
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tags$style(HTML("
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@media (max-width: 768px) {
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.selectize-input { font-size: 14px; }
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.form-group { margin-bottom: 10px; }
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.action-button { width: 100%; }
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}
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"))
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),
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-
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-
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-
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-
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gap = "0px",
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grid_container(
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layout = c(
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"area3 chart chart chart ",
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"breakgraph breakgraph strikezone strikezone"
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),
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row_sizes = c(
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"1fr",
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"1fr"
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),
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col_sizes = c(
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"1fr",
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"1fr",
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"1fr",
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"1fr"
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),
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gap_size = "0px",
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grid_card_plot(area = "breakgraph"),
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grid_card_plot(area = "strikezone"),
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grid_card(
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area = "chart",
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card_body(
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tableOutput(
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outputId = "myTable"
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),
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)
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),
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grid_card(
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area = "area3",
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plotOutput(outputId = "picture")
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)
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)
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)
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)
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)
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-
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-
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# game <- reactive(pitcher_summary(input$game_pk))
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# id <- reactive(as.character(game()[1,4]))
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observeEvent(input$level,{
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if(input$level == "AAA"){
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updateSelectizeInput(session = getDefaultReactiveDomain(),"homeT","Home Team:",choices = aaateamH[,1])
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updateSelectizeInput(session = getDefaultReactiveDomain(),"awayT","Away Team:",choices = aaateamA[,1])
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@@ -277,13 +237,14 @@ server <- function(input, output) {
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updateSelectizeInput(session = getDefaultReactiveDomain(),"awayT","Away Team:",choices = sbteamA[,1])
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}
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})
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-
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if(input$level == "AAA"){
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pname <- aaaid |>
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-
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-
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-
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-
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pname <- tryCatch({pitcher_summary(pname[,6],input$date)},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
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updateSelectizeInput(session = getDefaultReactiveDomain(),"pitcher","Pitcher:(For Spring Breakout if pitchers not loading, try changing game number)",choices = pname[,3])
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}
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@@ -307,21 +268,22 @@ server <- function(input, output) {
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}
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if(input$level == "Spring Breakout"){
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pname <- sbid |>
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-
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-
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-
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pname <- tryCatch({pitcher_summary(pname[,6],input$date)},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
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updateSelectizeInput(session = getDefaultReactiveDomain(),"pitcher","Pitcher:(For Spring Breakout if pitchers not loading, try changing game number)",choices = pname[,3])
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}
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})
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-
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if(input$level == "AAA"){
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pname <- aaaid |>
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-
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-
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-
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pname <- tryCatch({pitcher_summary(pname[,6],input$date)},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
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updateSelectizeInput(session = getDefaultReactiveDomain(),"pitcher","Pitcher:(For Spring Breakout if pitchers not loading, try changing game number)",choices = pname[,3])
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}
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}
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if(input$level == "Spring Breakout"){
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pname <- sbid |>
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-
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-
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-
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pname <- tryCatch({pitcher_summary(pname[,6],input$date)},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
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updateSelectizeInput(session = getDefaultReactiveDomain(),"pitcher","Pitcher:(For Spring Breakout if pitchers not loading, try changing game number)",choices = pname[,3])
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}
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})
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-
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if(input$level == "AAA"){
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pname <- aaaid |>
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-
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pname <- tryCatch({pitcher_summary(pname[,6],input$date)},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
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updateSelectizeInput(session = getDefaultReactiveDomain(),"pitcher","Pitcher:(For Spring Breakout if pitchers not loading, try changing game number)",choices = pname[,3])
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}
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}
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if(input$level == "Spring Breakout"){
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pname <- sbid |>
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-
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-
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pname <- tryCatch({pitcher_summary(pname[,6],input$date)},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
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updateSelectizeInput(session = getDefaultReactiveDomain(),"pitcher","Pitcher:(For Spring Breakout if pitchers not loading, try changing game number)",choices = pname[,3])
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}
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})
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-
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if(input$level == "MLB"){
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id <- mlbid |>
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filter(date == as.character.Date(input$date)) |>
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@@ -436,18 +400,20 @@ server <- function(input, output) {
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filter(`Pitcher Name` == input$pitcher)
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id <- as.character(game[1,4])
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}
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-
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})
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output$strikezone <-
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pitch_plot(game)
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})
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output$myTable <-
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t <- summary_table(game)
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-
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}
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output$picture <- renderImage({
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if(input$league == "MLB"){
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y <- paste("https://midfield.mlbstatic.com/v1/people/","/mlb/300?circle=false",sep = id)
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@@ -460,12 +426,12 @@ server <- function(input, output) {
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list(
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src = photo
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)
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},deleteFile = TRUE)
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})
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}
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-
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shinyApp(ui, server)
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hit_angle >= 117 & hit_speed + hit_angle >= 123, 1, 0))
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return(df)
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}
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+
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VAA <- function(milbtotal){
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milbtotal <- milbtotal |>
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mutate(VAA = -atan((vz0+(az*(-sqrt((vy0*vy0)-(2*ay*(y0-(17/12))))-vy0)/
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ay))/(-sqrt((vy0*vy0)-(2*ay*(y0-(17/12))))))*(180/pi))
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}
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+
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pitcher_summary <- function(game_pk,date){
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gdate <- as.Date.character(date)
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gdate <- as.Date(gdate)
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tmilb <- tmilb |>
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mutate(date = gdate)
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return(tmilb)
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}
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+
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break_plot <- function(game){
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ggplot()+
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geom_point(game,mapping =
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size = 0.25,
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linetype = 1))+
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guides(color = guide_legend(title = "Pitch Type"))
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}
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+
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pitch_plot <- function(game){
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ggplot()+
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geom_point(game,mapping =
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axis.text.y=element_blank(),
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axis.ticks.y=element_blank())
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}
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+
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summary_table <- function(game){
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rows <- nrow(game)
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sumtable <- game |>
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'Whiff%' = round(sum(is_strike_swinging)/
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sum(swing)*100,digits = 1))
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}
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+
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mlbid <- mlb_schedule(season = 2024, level_ids = "1")
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mlbteamH <- mlbid |>
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select(teams_home_team_name)
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mlbteamA <- mlbid |>
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select(teams_away_team_name)
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mlbteamA <- distinct(mlbteamA)
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+
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aaaid <- mlb_schedule(season = 2024, level_ids = "11")
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aaateamH <- aaaid |>
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select(teams_home_team_name)
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aaateamA <- aaaid |>
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select(teams_away_team_name)
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aaateamA <- distinct(aaateamA)
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+
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fslid <- mlb_schedule(season = 2024, level_ids = "14")
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fslid <- fslid |>
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filter(teams_home_team_name == "Daytona Tortugas" |
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fslteamA <- fslid |>
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select(teams_away_team_name)
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fslteamA <- distinct(fslteamA)
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+
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sbid <- mlb_schedule(season = 2024, level_ids = "22")
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sbteamH <- sbid |>
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select(teams_home_team_name)
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sbteamA <- sbid |>
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select(teams_away_team_name)
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sbteamA <- distinct(sbteamA)
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+
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ui <- fluidPage(
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tags$head(
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tags$style(HTML("
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@media (max-width: 768px) {
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.sidebar { width: 100%; float: none; }
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.main-content { margin-left: 0; }
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.selectize-input { font-size: 14px; }
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.form-group { margin-bottom: 10px; }
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.action-button { width: 100%; }
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.grid-card { width: 100% !important; }
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}
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"))
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),
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titlePanel("2024 MLB/AAA/FSL Summary Cards"),
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sidebarLayout(
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sidebarPanel(
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dateInput("date", "Date:"),
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selectizeInput("level", "Level:", c("MLB", "AAA", "FSL", "Spring Breakout")),
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selectizeInput("homeT", "Home Team:", mlbteamH[,1]),
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selectizeInput("awayT", "Away Team:", mlbteamA[,1]),
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selectizeInput("gamenum", "Game Number (For Doubleheaders):", c("1", "2")),
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selectizeInput("pitcher", "Pitcher Name:", c(" ")),
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selectizeInput("league", "MLB or MiLB Photo", c("MLB", "MiLB")),
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textInput("title", "Card Title"),
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actionButton("update1", "Make Card", icon("plus"),
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style = "color: #FFFFFF; background-color: #0077B6; width: 100%;")
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),
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mainPanel(
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fluidRow(
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column(12, textOutput(outputId = "cardTitle"))
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),
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fluidRow(
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column(6, plotlyOutput(outputId = "breakgraph")),
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column(6, plotlyOutput(outputId = "strikezone"))
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),
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fluidRow(
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column(12, DTOutput(outputId = "myTable"))
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),
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fluidRow(
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column(12, imageOutput(outputId = "picture"))
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)
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)
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)
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)
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server <- function(input, output, session) {
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observeEvent(input$level, {
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if(input$level == "AAA"){
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updateSelectizeInput(session = getDefaultReactiveDomain(),"homeT","Home Team:",choices = aaateamH[,1])
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updateSelectizeInput(session = getDefaultReactiveDomain(),"awayT","Away Team:",choices = aaateamA[,1])
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updateSelectizeInput(session = getDefaultReactiveDomain(),"awayT","Away Team:",choices = sbteamA[,1])
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}
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| 239 |
})
|
| 240 |
+
|
| 241 |
+
observeEvent(input$awayT, {
|
| 242 |
if(input$level == "AAA"){
|
| 243 |
pname <- aaaid |>
|
| 244 |
+
filter(date == input$date) |>
|
| 245 |
+
filter(teams_home_team_name == input$homeT) |>
|
| 246 |
+
filter(teams_away_team_name == input$awayT) |>
|
| 247 |
+
filter(game_number == input$gamenum)
|
| 248 |
pname <- tryCatch({pitcher_summary(pname[,6],input$date)},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
|
| 249 |
updateSelectizeInput(session = getDefaultReactiveDomain(),"pitcher","Pitcher:(For Spring Breakout if pitchers not loading, try changing game number)",choices = pname[,3])
|
| 250 |
}
|
|
|
|
| 268 |
}
|
| 269 |
if(input$level == "Spring Breakout"){
|
| 270 |
pname <- sbid |>
|
| 271 |
+
filter(date == input$date) |>
|
| 272 |
+
filter(teams_home_team_name == input$homeT) |>
|
| 273 |
+
filter(teams_away_team_name == input$awayT) |>
|
| 274 |
+
filter(game_number == input$gamenum)
|
| 275 |
pname <- tryCatch({pitcher_summary(pname[,6],input$date)},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
|
| 276 |
updateSelectizeInput(session = getDefaultReactiveDomain(),"pitcher","Pitcher:(For Spring Breakout if pitchers not loading, try changing game number)",choices = pname[,3])
|
| 277 |
}
|
| 278 |
})
|
| 279 |
+
|
| 280 |
+
observeEvent(input$homeT, {
|
| 281 |
if(input$level == "AAA"){
|
| 282 |
pname <- aaaid |>
|
| 283 |
+
filter(date == input$date) |>
|
| 284 |
+
filter(teams_home_team_name == input$homeT) |>
|
| 285 |
+
filter(teams_away_team_name == input$awayT) |>
|
| 286 |
+
filter(game_number == input$gamenum)
|
| 287 |
pname <- tryCatch({pitcher_summary(pname[,6],input$date)},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
|
| 288 |
updateSelectizeInput(session = getDefaultReactiveDomain(),"pitcher","Pitcher:(For Spring Breakout if pitchers not loading, try changing game number)",choices = pname[,3])
|
| 289 |
}
|
|
|
|
| 307 |
}
|
| 308 |
if(input$level == "Spring Breakout"){
|
| 309 |
pname <- sbid |>
|
| 310 |
+
filter(date == input$date) |>
|
| 311 |
+
filter(teams_home_team_name == input$homeT) |>
|
| 312 |
+
filter(teams_away_team_name == input$awayT) |>
|
| 313 |
+
filter(game_number == input$gamenum)
|
| 314 |
pname <- tryCatch({pitcher_summary(pname[,6],input$date)},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
|
| 315 |
updateSelectizeInput(session = getDefaultReactiveDomain(),"pitcher","Pitcher:(For Spring Breakout if pitchers not loading, try changing game number)",choices = pname[,3])
|
| 316 |
}
|
| 317 |
})
|
| 318 |
+
|
| 319 |
+
observeEvent(input$gamenum, {
|
| 320 |
if(input$level == "AAA"){
|
| 321 |
pname <- aaaid |>
|
| 322 |
+
filter(date == input$date) |>
|
| 323 |
+
filter(teams_home_team_name == input$homeT) |>
|
| 324 |
+
filter(teams_away_team_name == input$awayT) |>
|
| 325 |
+
filter(game_number == input$gamenum)
|
| 326 |
pname <- tryCatch({pitcher_summary(pname[,6],input$date)},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
|
| 327 |
updateSelectizeInput(session = getDefaultReactiveDomain(),"pitcher","Pitcher:(For Spring Breakout if pitchers not loading, try changing game number)",choices = pname[,3])
|
| 328 |
}
|
|
|
|
| 346 |
}
|
| 347 |
if(input$level == "Spring Breakout"){
|
| 348 |
pname <- sbid |>
|
| 349 |
+
filter(date == input$date) |>
|
| 350 |
+
filter(teams_home_team_name == input$homeT) |>
|
| 351 |
+
filter(teams_away_team_name == input$awayT) |>
|
| 352 |
+
filter(game_number == input$gamenum)
|
| 353 |
pname <- tryCatch({pitcher_summary(pname[,6],input$date)},error=function(e){cat("ERROR :",conditionMessage(e), "\n")})
|
| 354 |
updateSelectizeInput(session = getDefaultReactiveDomain(),"pitcher","Pitcher:(For Spring Breakout if pitchers not loading, try changing game number)",choices = pname[,3])
|
| 355 |
}
|
| 356 |
})
|
| 357 |
+
|
| 358 |
+
observeEvent(input$update1, {
|
| 359 |
if(input$level == "MLB"){
|
| 360 |
id <- mlbid |>
|
| 361 |
filter(date == as.character.Date(input$date)) |>
|
|
|
|
| 400 |
filter(`Pitcher Name` == input$pitcher)
|
| 401 |
id <- as.character(game[1,4])
|
| 402 |
}
|
| 403 |
+
|
| 404 |
+
output$breakgraph <- renderPlotly({
|
| 405 |
+
ggplotly(break_plot(game))
|
| 406 |
})
|
| 407 |
|
| 408 |
+
output$strikezone <- renderPlotly({
|
| 409 |
+
ggplotly(pitch_plot(game))
|
| 410 |
})
|
| 411 |
|
| 412 |
+
output$myTable <- renderDT({
|
| 413 |
t <- summary_table(game)
|
| 414 |
+
datatable(t, options = list(scrollX = TRUE))
|
| 415 |
+
})
|
| 416 |
+
|
| 417 |
output$picture <- renderImage({
|
| 418 |
if(input$league == "MLB"){
|
| 419 |
y <- paste("https://midfield.mlbstatic.com/v1/people/","/mlb/300?circle=false",sep = id)
|
|
|
|
| 426 |
list(
|
| 427 |
src = photo
|
| 428 |
)
|
| 429 |
+
}, deleteFile = TRUE)
|
| 430 |
+
|
| 431 |
+
output$cardTitle <- renderText({
|
| 432 |
+
paste(input$title, "Made by @TimStats", sep = " ")
|
| 433 |
+
})
|
| 434 |
})
|
| 435 |
}
|
| 436 |
|
|
|
|
| 437 |
shinyApp(ui, server)
|