-
Notifications
You must be signed in to change notification settings - Fork 0
/
core.js
132 lines (102 loc) · 4.17 KB
/
core.js
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
const util = require('./util');
// 표준편차 값
function standardDeviation(values){
let deviationSum = 0;
let average = values.reduce((acc, cur) => (acc + cur), 0) / values.length;
for(let value of values){
deviationSum += Math.pow(value - average, 2);
}
return Math.sqrt(deviationSum / values.length);
}
module.exports = {
calculate: function(gameData){
// Team Score
let myTeamScore, oppTeamScore = 0;
let myTeamChampionIdList = gameData.gamers.my_team.map(e => e.championId);
let oppTeamChampionIdList = gameData.gamers.opp_team.map(e => e.championId);
let championCompactMap = util.readJson('./resources/compact/champions.json').data;
let myTeamChampionInfoBundle = myTeamChampionIdList.map(e => championCompactMap[e]).map(e => {
const {name, info, tags} = e;
return {name, info, tags};
});
let oppTeamChampionInfoBundle = oppTeamChampionIdList.map(e => championCompactMap[e]).map(e => {
const {name, info, tags} = e;
return {name, info, tags};
});
// Stage 1 score
let myTeamLightScore = standardDeviation(
Object.values(
myTeamChampionInfoBundle.reduce((acc, e) => {
let info = e.info;
acc.attack += info.attack;
acc.defense += info.defense;
acc.magic += info.magic;
return acc;
}, {attack: 0, defense: 0, magic: 0})
)
);
let oppTeamLightScore = standardDeviation(
Object.values(
oppTeamChampionInfoBundle.reduce((acc, e) => {
let info = e.info;
acc.attack += info.attack;
acc.defense += info.defense;
acc.magic += info.magic;
return acc;
}, {attack: 0, defense: 0, magic: 0})
)
);
myTeamScore = myTeamLightScore * 10;
oppTeamScore = oppTeamLightScore * 10;
myFinalScore = Math.pow(myTeamScore/(myTeamScore + oppTeamScore), 2);
oppFinalScore = Math.pow(oppTeamScore/(myTeamScore + oppTeamScore), 2);
return {
my: myTeamScore,
opp: oppTeamScore,
prob: myFinalScore / (myFinalScore + oppFinalScore)
};
},
test: function(id1, c1, id2, c2){
let myTeamScore, oppTeamScore = 0;
let championCompactMap = util.readJson('./resources/compact/champions.json').data;
let myTeamChampionInfoBundle = c1.map(e => championCompactMap[e]).map(e => {
const {name, info, tags} = e;
return {name, info, tags};
});
let oppTeamChampionInfoBundle = c2.map(e => championCompactMap[e]).map(e => {
const {name, info, tags} = e;
return {name, info, tags};
});
// Stage 1 score
let myTeamLightScore = standardDeviation(
Object.values(
myTeamChampionInfoBundle.reduce((acc, e) => {
let info = e.info;
acc.attack += info.attack;
acc.defense += info.defense;
acc.magic += info.magic;
return acc;
}, {attack: 0, defense: 0, magic: 0})
)
);
let oppTeamLightScore = standardDeviation(
Object.values(
oppTeamChampionInfoBundle.reduce((acc, e) => {
let info = e.info;
acc.attack += info.attack;
acc.defense += info.defense;
acc.magic += info.magic;
return acc;
}, {attack: 0, defense: 0, magic: 0})
)
);
myTeamScore = myTeamLightScore * 10;
oppTeamScore = oppTeamLightScore * 10;
myFinalScore = Math.pow(myTeamScore/(myTeamScore + oppTeamScore), 2);
oppFinalScore = Math.pow(oppTeamScore/(myTeamScore + oppTeamScore), 2);
return {
[id1]: myFinalScore / (myFinalScore + oppFinalScore),
[id2]: oppFinalScore / (myFinalScore + oppFinalScore)
};
}
};