[add] シュートに関するデータの作成

R/make_data.R

@@ -182,6 +182,16 @@ get_dribble_Allplayer <- function(players, dribble) {
     return(output)
 }
 
+get_shoot_Allplayer <- function(players, shoot) {
+    shoot <- shoot %>%
+        dplyr::select(step,shoot_team = team,ball_x,ball_y,ball_vx,ball_vy,next_ball_x,next_ball_y,next_ball_vx,next_ball_vy,shoot,shoot_scc,ball_goal_dist,ball_goal_angle)
+    output <- players %>%
+        dplyr::inner_join(shoot, by = "step") %>%
+        dplyr::distinct(step,team,unum, .keep_all = TRUE)%>%
+        dplyr::mutate(ball_player_dist = sqrt((px-ball_x)^2+(py-ball_y)^2))
+    return(output)
+}
+
 get_pass <- function(kick) {
     output <- kick |>
         dplyr::filter(pass == TRUE) %>%
@@ -200,6 +210,16 @@ get_dribble <- function(kick) {
     return(output)
 }
 
+get_shoot <- function(kick) {
+    output <- kick %>%
+        dplyr::filter(shoot == TRUE) %>%
+        distinct(step, .keep_all = TRUE) %>%
+        dplyr::select(step,team,unum,px,py,pvx,pvy,ball_x,ball_y,ball_vx,ball_vy,next_ball_x,next_ball_y,next_ball_vx,next_ball_vy,shoot,shoot_scc) %>%
+        dplyr::mutate(ball_goal_dist = sqrt((54-abs(ball_x))^2+abs((ball_y))^2)) %>%
+        dplyr::mutate(ball_goal_angle = atan2((54-abs(ball_x)),ball_y))
+    return(output)
+}
+
 get_dp <- function(dribbleAll){
     output <- dribbleAll |>
         dplyr::mutate(p_speed = sqrt(pvx^2 + pvy^2)) %>%
@@ -208,6 +228,49 @@ get_dp <- function(dribbleAll){
     return(output)
 }
 
+get_as <- function(kick){
+    output <- kick |>
+        dplyr::select(step,action_team=team,shoot,dribble,pass)
+    return(output)
+}
+
+get_goalkeeper_action<- function(actionAll){
+    output <- actionAll |>
+        dplyr::filter(unum == 1)  %>%
+        dplyr::mutate(ball_keeper_dist_x = sqrt((px-ball_x)^2)) %>%
+        dplyr::mutate(player_goal_dist = sqrt((54-abs(px))^2+abs((py))^2)) %>%
+        dplyr::mutate(opp_team =(team != shoot_team))  %>% 
+        dplyr::mutate(ball_closer_goal_goalkeeper = opp_team & (ball_goal_dist < player_goal_dist))
+    return(output)
+}
+
+get_shoot_epv <- function(players,shoot){
+    shootAll <- get_shoot_Allplayer(players,shoot)
+    goalkeeper <- get_goalkeeper_action(shootAll) |>
+        dplyr::filter(team != shoot_team) |>
+        dplyr::select(step,ball_keeper_dist_x,keeper_goal_dist=player_goal_dist,ball_closer_goal_goalkeeper)
+    opponent_team <- shootAll |>
+        dplyr::filter(team != shoot_team) %>%
+        dplyr::mutate(r_post_x = (ball_x + (py - ball_y)*(7-ball_x)/(-54-ball_y))) %>%
+        dplyr::mutate(l_post_x = (ball_x + (py - ball_y)*(-7-ball_x)/(-54-ball_y))) %>%
+        dplyr::mutate(triangle_in_player = (px > l_post_x)&(px < r_post_x)) %>%
+        dplyr::mutate(dist_ball_in_3m = (ball_player_dist < 3))
+    opp_triangle_in_player_num <- opponent_team |>
+        dplyr::filter(triangle_in_player) %>% 
+        dplyr::group_by(step) %>%
+        dplyr::summarise(triangle_in_player_num=n())
+    opp_dist_ball_in_3m_num <- opponent_team |>
+        dplyr::filter(dist_ball_in_3m) %>% 
+        dplyr::group_by(step) %>%
+        dplyr::summarise(dist_ball_in_3m_num=n())
+    output <- shoot |>
+        dplyr::left_join(goalkeeper,by = "step") %>%
+        dplyr::left_join(opp_dist_ball_in_3m_num,by="step") %>%
+        dplyr::left_join(opp_triangle_in_player_num,by = "step")
+
+    return(output)
+}
+
 before_goal <- function(kick_log, goal_step, goal_team) {
     playlist <- kick_log %>%
         dplyr::arrange(desc(step)) %>%
@@ -287,6 +350,7 @@ get_name <- function(path_rcg) {
 replase_rcg_to_rcl <- function(path_rcg) {
     output <- path_rcg |> stringr::str_replace(pattern = ".rcg", replacement = ".rcl")
 }
+
 replase_rcl_to_rcg <- function(path_rcl) {
     output <- path_rcl |> stringr::str_replace(pattern = ".rcl", replacement = ".rcg")
 }
@@ -376,6 +440,7 @@ get_DynamicPressureLine_D <- function(dribble) {
         dplyr::select(step,AL,ML,DL)
     return(output)
 }
+
 add_DynamicPressureLine <- function(action_All,name){
     action_l <- select_name(action_All,name[1,2])
     action_r <- select_name(action_All,name[2,2])