rozbudowa serwera, i pliku modele.py

app/src/components/Hero.jsx

@@ -17,28 +17,23 @@ const Hero = () => {
   //przez listener nanoszący zawodników na boisko. 1 - strzelec , 2 - bramkarz , 3 - obronca, 4 - napasnik. zmienna przez aktywacje przycskówk bb1, bb2, bb3 i bb4
 
   let active_bbt = "bbt1";
-  let number_of_defenders = 0;
+  const [number_of_defenders, setNumberOfDevenders] = useState(0);
-  let number_of_strikers = 0;
+  const [number_of_strikers, setNumberOfStrikers] = useState(0)
-  let  number_of_goalkeepers = 0;
+  const [number_of_goalkeepers, setNumberOfGoalkeppers] = useState(0);
-  var numer_od_shooters = 0;
+  const [number_of_shooters,setNumberOfShooters] = useState(0);
-  var eX = " ";
-
 
   // zmienne globalne bedace danymi wejsciowymi do modelu
 
-  var shooterX = 12;
-  var shooterY = 12;
-
   var shooter = [0,0]
   var goalkeeper = [0,0]
   
   var stricers = new Array;
   var defenders = new Array;
 
-  var bodyPart = "";
+  const [bodyPart,setBodyPart] = useState('prawa');
-  var technique = "";
+  const [technique,setTechnique] = useState('zwykly');
-  var actionType = "";
+  const [actionType,setActionType] = useState('pozycyjny');
-  var shooterPossition = "";
+  const [shooterPossition,setPossition] = useState('napastnik');
 
 //zamiana procentowych pozycji na kartezyjskie
   function konwerturX(x){
@@ -59,16 +54,6 @@ const Hero = () => {
     document.getElementById(a).style.background = "#00CC66";
     active_bbt = a
   }
-  function changeLeg(a){
-
-    document.getElementById("bbt5").style.background = "#99FFCC";
-    document.getElementById("bbt6").style.background = "#99FFCC";
-    document.getElementById("bbt7").style.background = "#99FFCC";
-    document.getElementById("bbt8").style.background = "#99FFCC";
-    document.getElementById(a).style.background = "#00CC66";
-
-    Leg_bbt = a
-  }  
 
   // Reset Boiska
   function resetField() {
@@ -84,10 +69,10 @@ const Hero = () => {
       players.forEach(function(element) {
         list.removeChild(element);
       })
-      number_of_defenders = 0
+      setNumberOfDevenders(0);
-      number_of_strikers = 0 
+      setNumberOfStrikers(0)
-      number_of_goalkeepers = 0
+      setNumberOfGoalkeppers(0)
-      numer_od_shooters = 0 
+      setNumberOfShooters(0)
   }
 
 
@@ -101,13 +86,13 @@ const Hero = () => {
     list.removeChild(player)
     bojo.removeChild(ball)
     if(possition == 1){
-      number_of_goalkeepers = 0
+      setNumberOfGoalkeppers(0)
     }else if(possition == 2){
-      number_of_defenders = number_of_defenders -1 ;
+      setNumberOfDevenders(number_of_defenders-1) ;
     }else if (possition == 3){
-      number_of_strikers = number_of_strikers -1 ;
+      setNumberOfStrikers(number_of_strikers-1) ;
     }else if(possition == 0){
-      numer_od_shooters = 0
+      setNumberOfShooters(0)
     }
   }
   
@@ -115,21 +100,6 @@ const Hero = () => {
   function loadPlayers(){
     var players = document.querySelectorAll('.player')
 
-
-    //zgranie informacji z list
-    var bodyPartList = document.getElementById('bodyPartList')
-    var actionTypeList = document.getElementById('actionTypeList')
-    var possitionList = document.getElementById('possitionList')
-    var shootTypeList = document.getElementById('shootTypeList')
-
-
-
-    bodyPart = bodyPartList.getAttribute('value')
-    alert(bodyPart)
-    actionType = actionTypeList.value
-    shooterPossition = possitionList.value
-    technique = shootTypeList.value
-
     // wyczyszczenie list zawierajacych lokalizacje zawodnikow 
     defenders = []
     stricers = []
@@ -260,15 +230,15 @@ const Hero = () => {
     })
   }
 
+ 
+
   // // Wyłanie zapytania do serwera
   function sentQuestion() {
-   
+    ///Dziwny Blad
     loadPlayers()
-    alert(bodyPart)
+    if (number_of_shooters == 1) {
-    if (numer_od_shooters > 0) {
       // Użyj backticksów zamiast zwykłych cudzysłowów
-
+      fetch(`http://127.0.0.1:5000/get_model?shooter=${shooter}&goalkeeper=${goalkeeper}&defenders=${defenders}&strickers=${stricers}&bodyPart=${bodyPart}&technique=${technique}&actionType=${actionType}&shooterPossition=${shooterPossition}`).then(
-      fetch(`http://127.0.0.1:5000/get_model?shooter=${shooter}&goalkeeper=${goalkeeper}&defenders=${defenders}&strickers=${stricers}&bodyPart=4${bodyPart}&technique=${technique}&actionType=${actionType}&shooterPossition=${shooterPossition}`).then(
         res => res.json()
       ).then(
         data => {
@@ -307,11 +277,11 @@ const Hero = () => {
     
     //dodanie zawodnika do listy oraz punktu do mapy w zaleznosci od aktywnosci przycisku 1,2,3 lub 4
     if(active_bbt=="bbt1"){
-      if(numer_od_shooters < 1 ){
+      if(number_of_shooters < 1 ){
         addPlayer(0,ball)
         bojo.appendChild(ball)
         ball.style.background = "#fc0303"
-        numer_od_shooters = numer_od_shooters + 1
+        setNumberOfShooters(number_of_shooters+1)
       }else{alert("mozesz dodac tylko jednego strzelca")}
     }else if(active_bbt == "bbt2"){
         
@@ -319,19 +289,19 @@ const Hero = () => {
         addPlayer(1,ball)
         bojo.appendChild(ball)
         ball.style.background = "#03e7fc"
-        number_of_goalkeepers = number_of_goalkeepers + 1 
+        setNumberOfGoalkeppers(number_of_goalkeepers+1)
       }else{alert("mozesz dodac tylko jednego bramkarza")}
     }else if(active_bbt == "bbt3"){
       if(number_of_defenders <= 10){
         addPlayer(2,ball);
-        number_of_defenders = number_of_defenders +1;
+        setNumberOfDevenders(number_of_defenders+1)
         bojo.appendChild(ball)
         ball.style.background = "#0324fc"
     }else{alert("maksymalna liczba obroncow")}
    }else if(active_bbt == "bbt4"){
       if(number_of_strikers <= 10){
         addPlayer(3,ball);
-        number_of_strikers = number_of_strikers + 1;
+        setNumberOfStrikers(number_of_strikers+1);
         bojo.appendChild(ball)
         ball.style.background = "#fc6703"
       }else{alert("maksymalna liczba napastnikow")}
@@ -369,7 +339,9 @@ const Hero = () => {
 <div className="top-bar">
 
 <form className="dropdown" id = "bodyPartList">
-            <select className="dropbtn">
+            <select className="dropbtn"
+            onChange={event => setBodyPart(event.target.value)}
+            defaultValue={bodyPart}>
                     <option value = "prawa">Noga Prawa</option>
                     <option value = "lewa">Noga Lewa</option>
                     <option value = "glowa">Głowa</option>
@@ -378,8 +350,11 @@ const Hero = () => {
         </form>
 
         
+
+
         <form className="dropdown" id = "shootTypeList">
-            <select className="dropbtn">
+            <select className="dropbtn" onChange={event => setTechnique(event.target.value)}
+            defaultValue = {technique}>
                     <option value="zwykly"> Zwykły </option>
                     <option value = "voley"> Wolej </option>
                     <option value = "pol-voley"> Półwolej </option>
@@ -390,8 +365,8 @@ const Hero = () => {
                     </select>      
         </form>
 
-
+     <form className="dropdown" id = "actionTypeList" onChange={event => setActionType(event.target.value)}
-     <form className="dropdown" id = "actionTypeList">
+    defaultValue={technique}>
             <select className="dropbtn">
                     <option value = "pozycyjny"> Atak Pozycyjny </option>
                     <option value = "wolny"> Rzut Wolny </option>
@@ -400,9 +375,9 @@ const Hero = () => {
                     <option value="rozpoczecie"> Rozpoczęcie </option>
             </select>      
         </form>
-
+        <form className="dropdown" id = "possitionList"
-
+        onChange={event => setPossition(event.target.value)}
-        <form className="dropdown" id = "possitionList">
+        defaultValue={shooterPossition}>
             <select className="dropbtn">
                     <option value= "napastnik" > Napastnik </option>
                     <option value = "bramkarz"> Bramkarz </option>

app/src/flask-server/modele/modele.py

@@ -1,6 +1,7 @@
 from joblib import load
 import pandas as pd
 from math import sqrt
+import math
 
 # Funkcja zwraca prawdopodobieństwo zdobycia gola
 def LogisticRegression_predict_proba(position_x, position_y, distance_to_goalM, angle, match_minute, Number_Intervening_Opponents, Number_Intervening_Teammates, isFoot, isHead):
@@ -89,24 +90,21 @@ def xgboost_predict_proba(minute, position_name, shot_body_part_name, shot_techn
 
 #XgBoost_2 
 
-def xgboost_predict_proba_v2(minute, position_name, shot_body_part_name, shot_technique_name,
+def xgboost_predict_proba_v2(shooter,goalkeeper,teamMatesList,opponentsList, minute,position_name,shot_body_part_name,
-       shot_type_name, shot_first_time, shot_one_on_one,
+                             shot_technique_name,shot_type_name,shot_first_time,shot_aerial_won,shot_deflected,shot_open_goal,
-       shot_aerial_won, shot_deflected, shot_open_goal,
+                             shot_follows_dribble,shot_redirect, shot_kick_off):
-       shot_follows_dribble, shot_redirect, x1, y1,
-       number_of_players_opponents, number_of_players_teammates,
-       angle, distance):
-
    model = load('xgboost.joblib')
-    X_new = pd.DataFrame(columns=['minute', 'position_name', 'shot_body_part_name', 'shot_technique_name',
+   X_new = pd.DataFrame(columns=['minute', 'position_name', 'shot_body_part_name',
-       'shot_type_name', 'shot_first_time', 'shot_one_on_one',
+       'shot_technique_name','shot_type_name', 'shot_first_time',
-       'shot_aerial_won', 'shot_deflected', 'shot_open_goal',
+       'shot_one_on_one','shot_aerial_won', 'shot_deflected',
-       'shot_follows_dribble', 'shot_redirect', 'x1', 'y1',
+       'shot_open_goal','shot_follows_dribble', 'shot_redirect',
-       'number_of_players_opponents', 'number_of_players_teammates',
+       'x1', 'y1','number_of_players_opponents',
-       'angle', 'distance', 'x_player_opponent_Goalkeeper',
+       'number_of_players_teammates','angle', 'distance', 
-       'x_player_opponent_8', 'x_player_opponent_1', 'x_player_opponent_2',
+       'x_player_opponent_Goalkeeper',
-       'x_player_opponent_3', 'x_player_teammate_1', 'x_player_opponent_4',
+       'x_player_opponent_1', 'x_player_opponent_2','x_player_opponent_3',
-       'x_player_opponent_5', 'x_player_opponent_6', 'x_player_teammate_2',
+       'x_player_opponent_4','x_player_opponent_5', 'x_player_opponent_6',
-       'x_player_opponent_9', 'x_player_opponent_10', 'x_player_opponent_11',
+       'x_player_teammate_2','x_player_opponent_9', 'x_player_opponent_10',
+       'x_player_opponent_11','x_player_teammate_1',
        'x_player_teammate_3', 'x_player_teammate_4','x_player_teammate_5',
        'x_player_teammate_6', 'x_player_teammate_7', 'x_player_teammate_8',
        'x_player_teammate_9', 'x_player_teammate_10',
@@ -121,31 +119,99 @@ def xgboost_predict_proba_v2(minute, position_name, shot_body_part_name, shot_te
        'x_player_teammate_Goalkeeper', 'y_player_teammate_Goalkeeper',
        'shot_kick_off'])
    
-    X_new.loc[len(X_new.index)] = [minute, position_name, shot_body_part_name, shot_technique_name,
+  
-       shot_type_name, shot_first_time, shot_one_on_one,
+   shooter = konwertujDoListy(shooter)
-       shot_aerial_won, shot_deflected, shot_open_goal,
+   teamMatesList = konwertujDoListy(teamMatesList)
-       shot_follows_dribble, shot_redirect, x1, y1,
+   opponentsList = konwertujDoListy(opponentsList)
-       number_of_players_opponents, number_of_players_teammates,
+   goalkeeper = konwertujDoListy(goalkeeper)
-       angle, distance, x_player_opponent_Goalkeeper,
+  
-       x_player_opponent_8, x_player_opponent_1, x_player_opponent_2,
+   # obliczenie katu oraz odleglosci
-       x_player_opponent_3, x_player_teammate_1, x_player_opponent_4,
+   angle = loc2angle(x = shooter[0], y = shooter[1])
-       x_player_opponent_5, x_player_opponent_6, x_player_teammate_2,
+   print("kat: " + str(angle))
-       x_player_opponent_9, x_player_opponent_10, x_player_opponent_11,
+   distance = loc2distance(x = shooter[0], y = shooter[1])
-       x_player_teammate_3, x_player_teammate_4, x_player_teammate_5,
+   print("dystans: " + str(distance))
-       x_player_teammate_6, x_player_teammate_7, x_player_teammate_8,
+   #Sortowanie list zawodnikow
-       x_player_teammate_9, x_player_teammate_10,
+   teamMatesList = sortNearestToShooter(teamMatesList,shooter= shooter)
-       y_player_opponent_Goalkeeper, y_player_opponent_8,
+   opponentsList = sortNearestToShooter(opponentsList, shooter=shooter)
-       y_player_opponent_1, y_player_opponent_2, y_player_opponent_3,
+   # Obliczenie ilosci zawosników
-       y_player_teammate_1, y_player_opponent_4, y_player_opponent_5,
+   teamMatesList = zmienWMaciez(teamMatesList)
-       y_player_opponent_6, y_player_teammate_2, y_player_opponent_9,
+   opponentsList = zmienWMaciez(opponentsList)
-       y_player_opponent_10, y_player_opponent_11, y_player_teammate_3,
+
-       y_player_teammate_4, y_player_teammate_5, y_player_teammate_6,
+   number_of_players_opponents = len(teamMatesList)
-       y_player_teammate_7, y_player_teammate_8, y_player_teammate_9,
+   number_of_players_teammates = len(opponentsList)
-       y_player_teammate_10, x_player_opponent_7, y_player_opponent_7,
+   # Bramkarz 
+   x_player_opponent_Goalkeeper = goalkeeper[0]
+   y_player_opponent_Goalkeeper = goalkeeper[1]
+   # Uproszczona funkcja trzeba rozbudowac
+   shot_one_on_one = True if number_of_players_opponents == 1 else False
+   # TeamMate goalkeppe
+
+   x_player_teammate_Goalkeeper = None
+   y_player_teammate_Goalkeeper = None
+   #Reszta Zawodnikow 
+
+   print("AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA")
+   print(X_new.head)
+   X_new.loc[len(X_new.index)] = [minute, position_name, shot_body_part_name,
+       shot_technique_name,shot_type_name, shot_first_time,
+       shot_one_on_one,shot_aerial_won, shot_deflected,
+       shot_open_goal,shot_follows_dribble, shot_redirect, 
+       shooter[0], shooter[1],number_of_players_opponents, 
+       number_of_players_teammates,angle, distance,
+       x_player_opponent_Goalkeeper,
+       opponentsList[0][0], opponentsList[1][0], opponentsList[2][0],
+       opponentsList[3][0], opponentsList[4][0], opponentsList[5][0],
+       opponentsList[6][0], opponentsList[7][0], teamMatesList[8][0],
+       opponentsList[9][0], opponentsList[10][0],
+       teamMatesList[0][0], teamMatesList[1][0], teamMatesList[2][0],
+       teamMatesList[3][0], teamMatesList[4][0], teamMatesList[5][0],
+       teamMatesList[6][0], teamMatesList[7][0],teamMatesList[8][0],
+       teamMatesList[9][0],
+       y_player_opponent_Goalkeeper,
+       opponentsList[0][1], opponentsList[1][1], opponentsList[2][1],
+       opponentsList[3][1], opponentsList[4][1],opponentsList[5][1],
+       opponentsList[6][1], opponentsList[7][1], opponentsList[8][1],
+       opponentsList[9][1], opponentsList[10][1],
+       teamMatesList[0][1],teamMatesList[1][1],  teamMatesList[2][1],
+       teamMatesList[4][1],teamMatesList[5][1], teamMatesList[6][1], teamMatesList[7][1],
+       teamMatesList[8][1], teamMatesList[9][1],
        x_player_teammate_Goalkeeper, y_player_teammate_Goalkeeper,
        shot_kick_off]
+    
    return model.predict_proba(X_new)[0][1].round(2)
 
 
+# Pomocnicze Funkcje
+def sortNearestToShooter(playerList, shooter):
+    
+    return playerList
 
 
+def loc2distance(x, y):
+    return math.sqrt(x**2 + (y - 34)**2)
+
+def loc2locdistance(x1, y1, x2, y2):
+    return math.sqrt((x1 - x2)**2 + (y1 - y2)**2)
+
+def loc2angle(x, y):
+    rads = math.atan(7.32 * x / (x**2 + (y - 34)**2 - (7.32/2)**2))
+    rads = math.pi + rads if rads < 0 else rads
+    deg = math.degrees(rads)
+    return deg
+
+def konwertujDoListy(listaString):
+    listaString = listaString.split(",")
+    listaFloat = []
+    for elem in listaString:
+        listaFloat.append(float(elem))
+    return listaFloat
+
+def zmienWMaciez(lista):
+   maciez = []
+   for i in range(0,len(lista),2):
+       player = [lista[i],lista[i+1]]
+       maciez.append(player)
+   if(len(maciez) < 10):
+       for i in range(len(maciez),11,1):
+           maciez.append([None,None])
+   return maciez

app/src/flask-server/modele/testy.py

@@ -0,0 +1,48 @@
+from modele import zmienWMaciez,xgboost_predict_proba_v2,konwertujDoListy
+
+
+#zmien maciez test
+'''
+lista = [2,3,43,12,323,12,23,43,54,90]
+print(zmienWMaciez(lista))
+lista = zmienWMaciez(lista)
+print(lista[3][0])
+print(lista[3][1])
+print(lista[0][0])
+'''
+
+'''
+string = "49.27,49.73,48.49,34.75,19.95,28.44"
+
+string = konwertujDoListy(string)
+print(string)
+print(string[3])
+
+string = zmienWMaciez(string)
+print(string)
+'''
+'''
+a = ['minute', 'position_name', 'shot_body_part_name', 'shot_technique_name',
+       'shot_type_name', 'shot_first_time', 'shot_one_on_one',
+       'shot_aerial_won', 'shot_deflected', 'shot_open_goal',
+       'shot_follows_dribble', 'shot_redirect', 'x1', 'y1',
+       'number_of_players_opponents', 'number_of_players_teammates',
+       'angle', 'distance', 'x_player_opponent_Goalkeeper',
+       'x_player_opponent_1', 'x_player_opponent_2','x_player_opponent_3', 'x_player_opponent_4',
+       'x_player_opponent_5', 'x_player_opponent_6', 'x_player_teammate_2',
+       'x_player_opponent_9', 'x_player_opponent_10', 'x_player_opponent_11','x_player_teammate_1'
+       'x_player_teammate_3', 'x_player_teammate_4', 'x_player_teammate_5',
+       'x_player_teammate_6', 'x_player_teammate_7', 'x_player_teammate_8',
+       'x_player_teammate_9', 'x_player_teammate_10',
+       'y_player_opponent_Goalkeeper', 'y_player_opponent_8',
+       'y_player_opponent_1', 'y_player_opponent_2', 'y_player_opponent_3',
+       'y_player_teammate_1', 'y_player_opponent_4', 'y_player_opponent_5',
+       'y_player_opponent_6', 'y_player_teammate_2', 'y_player_opponent_9',
+       'y_player_opponent_10', 'y_player_opponent_11', 'y_player_teammate_3',
+       'y_player_teammate_4', 'y_player_teammate_5', 'y_player_teammate_6',
+       'y_player_teammate_7', 'y_player_teammate_8', 'y_player_teammate_9',
+       'y_player_teammate_10', 'x_player_opponent_7', 'y_player_opponent_7',
+       'x_player_teammate_Goalkeeper', 'y_player_teammate_Goalkeeper',
+       'shot_kick_off']
+print(len(a))
+'''

app/src/flask-server/server.py

@@ -1,32 +1,12 @@
 from flask import Flask, request, jsonify
 from flask_cors import CORS
 from modele.modele import LogisticRegression_predict_proba, xgboost_predict_proba, xgboost_predict_proba_v2
-import math
 
 app = Flask(__name__)
 
 CORS(app)
 app.config['CORS_HEADERS'] = 'Content-Type'
 
-def loc2angle(x, y):
-    rads = math.atan(7.32 * x / (x**2 + (y - 34)**2 - (7.32/2)**2))
-    rads = math.pi + rads if rads < 0 else rads
-    deg = math.degrees(rads)
-    return deg
-
-def loc2distance(x, y):
-    return math.sqrt(x**2 + (y - 34)**2)
-
-def loc2locdistance(x1, y1, x2, y2):
-    return math.sqrt((x1 - x2)**2 + (y1 - y2)**2)
-
-#Konwertuje string zawierajacy liczby odzielone , i konwertuje do float 
-def konwertujDoListy(listaString):
-    listaString = listaString.split(",")
-    listaFloat = []
-    for elem in listaString:
-        listaFloat.append(float(elem))
-    return listaFloat
 # zapytanie o regresje logistyczną na podstawie pozycji piłki
 
 # @app.route("/LRegresion<x>&<y>")
@@ -35,20 +15,12 @@ def get_model():
     
     # Pozycja strzelca
     shooter = request.args.get('shooter')
-    shooter = konwertujDoListy(shooter)
     
     print("wprowadzone dane:")
-    print("x strzelca: " + str(shooter[0]))
+    print("strzelec: " + shooter)
-    print("y strzelca: " + str(shooter[1]))
 
     if shooter[0] is None and shooter[1] is None:
         return jsonify({"error": "Brak wymaganych parametrów"}), 400
-    # Kąt oraz dystans od bramki
-    angle = loc2angle(x = shooter[0], y = shooter[1])
-    dist = loc2distance(x = shooter[0], y = shooter[1])
-
-    print("kąt: " + str(angle))
-    print("dystans: " + str(dist) )
     
     # Elementy z list: czesc ciała,rodzaj uderzenia,pozycja strzelca oraz typ akcji
 
@@ -67,23 +39,22 @@ def get_model():
     teamMatesList = request.args.get('defenders')
     opponentsList = request.args.get('strickers')
     
-    teamMatesList = konwertujDoListy(teamMatesList)
-    opponentsList = konwertujDoListy(opponentsList)
     print("wspolrzedne obroncow: " + teamMatesList)
     print("wspolrzedne przeciwnikow: " + opponentsList)
 
+
     # Bramkarz
-    goalkepper = request.args.get('goalkeeper')
+    goalkepper = "2,2"
-    goalkepper = konwertujDoListy(goalkepper)
+    #goalkepper = request.args.get('goalkeeper')
+    
     print("bramkarz: " + str(goalkepper) )
 
-    
+    response = xgboost_predict_proba_v2(shooter = shooter,
-    response = xgboost_predict_proba_v2(minute = 20, position_name = position_name, shot_body_part_name = body_part, shot_technique_name = technique,
+                                      opponentsList = opponentsList, teamMatesList = teamMatesList ,minute = 20, position_name = position_name, shot_body_part_name = body_part, shot_technique_name = technique,
                                       shot_type_name = acionType, shot_first_time = False,
                                       shot_aerial_won = False, shot_deflected = False, shot_open_goal = False,
-                                      shot_follows_dribble = False, shot_redirect = False, shooter = shooter,
+                                      shot_follows_dribble = False, shot_redirect = False, shot_kick_off = False, goalkeeper= goalkepper
-                                      opponentsList = opponentsList, teamMatesList = teamMatesList,
+                                      )
-                                      angle = angle, distance = dist)
     
     #print(response)
     res = str(response)