From 0ccc038dc54beae3d82f68ce2dc8df3660d5dfb2 Mon Sep 17 00:00:00 2001
From: permit-hc <74278666+permit-hc@users.noreply.github.com>
Date: Wed, 11 Nov 2020 11:02:08 +0900
Subject: [PATCH 1/5] Add files via upload

---
 main.py | 215 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 215 insertions(+)
 create mode 100644 main.py

diff --git a/main.py b/main.py
new file mode 100644
index 0000000..fcad447
--- /dev/null
+++ b/main.py
@@ -0,0 +1,215 @@
+import sys
+import random
+
+class Player():
+    hand = []
+    state = 1 #1:同じ数字のみを出せる状態, 2:一つ大きい数字のみを出せる状態 3:2種類出せる状態, 4:何も出せない状態, 5:終了状態, 6:上がった状態
+    black_set = 0#=set単位のblack
+    white_set = 0#set単位のwhite
+    black_game = 0#game単位のblack
+    white_game = 0#game単位のwhite
+
+def eqplusChange(field):#eq,plusを算出する
+    eq = 0
+    plus = 0
+    if field == 0:
+        eq = 0
+        plus = 1
+    elif field == 1:
+        eq = 1
+        plus = 2
+    elif field == 2:
+        eq = 2
+        plus = 3
+    elif field == 3:
+        eq = 3
+        plus = 0
+    else:
+        print("エラー")
+    return eq,plus
+
+def stateJudge(pl):
+    if len(pl.hand) == 0:#上がっている状態
+        pl.state = 6
+    elif pl.state == 5:#降りている状態
+        state = 5
+    elif eq in pl.hand:
+        if plus in pl.hand:#2種類出せる状態
+            pl.state = 3
+        else:#同じ数のみ出せる状態
+            pl.state = 1
+    elif plus in pl.hand:#1つ大きい数字のみ出せる状態
+        pl.state = 2
+    else:#何も出せない状態
+        pl.state = 4
+
+def stateUpdate(pl1,pl2):
+    stateJudge(pl1)
+    stateJudge(pl2)
+
+def exchange(black,white):#black,whiteを両替する
+    a = divmod(white,5)
+    bl = black + a[0]
+    wh = a[1]
+    return bl,wh
+
+def pointManage(pl):#handに対する点数
+    black = 0
+    white = 0
+    #それぞれのカードがhandにあるか確認
+    if 0 in pl.hand:
+        black += 1
+    if 1 in pl.hand:
+        white += 1
+    if 2 in pl.hand:
+        white += 2
+    if 3 in pl.hand:
+        white += 3
+    a = exchange(black,white)
+    black = a[0]
+    white = a[1]
+    return black, white
+
+def setpointUpdate(pl):#set中のpointを更新
+    point = pointManage(pl)
+    pl.black_set = pl.black_game + point[0]
+    pl.white_set = pl.white_game + point[1]
+
+def gamepointUpdate(pl):#game中のpointを更新
+    pl.black_game = pl.black_set
+    pl.white_game = pl.white_set
+
+def initialize(pl1,pl2,lama_deck,field):#初期化
+    lama_deck=[0,0,0,0,1,1,1,1,2,2,2,2,3,3,3,3]#デッキのリセット
+    random.shuffle(lama_deck)#デッキのシャッフル
+    hand1=[]#1の手札を保存
+    hand2=[]#2の手札を保存
+    for i in range(4):#手札を配る
+        hand1.append(lama_deck.pop(0))
+        hand2.append(lama_deck.pop(0))
+    pl1.hand=hand1#手札を代入
+    pl2.hand=hand2#手札を代入
+    pl1.hand.sort()#手札の並び替え
+    pl2.hand.sort()#手札の並び替え
+    pl1.state = 0#stateを0で初期化
+    pl2.state = 0#stateを0で初期化
+    field = lama_deck.pop(0)#デッキの一番上を場に出す
+    firstmove = True
+    return lama_deck,field
+
+def pointMinus(pl):#上がったときに点数を下げる
+    if pl.black_game != 0:
+        pl.black_game -= 1
+    elif pl.white_game != 0:
+        pl.white_game -= 1
+
+def fold(pl):#降りる関数
+    pl.state = 5
+
+def isFinish(pl1,pl2):#setの終了判定
+    if (pl1.state == 5) & (pl2.state == 5):#両方降りているか
+        return False
+    elif (pl1.state == 6) | (pl2.state == 6):#どちらか上がっていないか
+        return False
+    else:
+        return True
+
+def gameFinish(pl1,pl2):#gameの終了判定
+    pl1point = pl1.black_game * 5 + pl1.white_game
+    pl2point = pl2.black_game * 5 + pl2.white_game
+    if (pl1point < 20) & (pl2point < 20):#どちらとも20点を超えていないかどうか
+        return True
+    else:
+        return False
+
+def playCard(pl,lama_deck,field,eq,plus):#行動選択
+    deck = lama_deck#デッキ
+    fi = field#
+    x = 0#ループ用
+    while x < 1:#行動選択するまで終了しないために
+        print("入力:0:降り,1:カードを出す2:カードを引く,3:何もしない(デバッグ用)")
+        print(pl.hand)
+        a = input()#行動選択
+        if int(a) == 0:#降り
+            fold(pl)
+            x = 1
+        elif int(a) == 1:#カードを出す
+            if pl.state == 4:
+                print("それはできません")
+            else:
+                print("カード")
+                print(pl.hand)
+                y = 0
+                while y < 1:#エラー処理
+                    b = input()#配列の位置を選択
+                    if (pl.hand[int(b)] == eq) | (pl.hand[int(b)] == plus):#出せるかどうか
+                        y = 1
+                    else:
+                        print("それは出せません")
+                fi = pl.hand[int(b)]
+                pl.hand.pop(int(b))
+                x = 1
+        elif int(a) == 2:#
+            if len(deck) == 0:#
+                print("それはできません")
+            else:#
+                x = deck.pop(0)
+                pl.hand.append(x)
+                x = 1
+    return deck, fi
+
+#ココからメイン
+if __name__ == '__main__':
+    global lama_deck #デッキ
+    global firstmove
+    field = 0 #場の数
+    eq = 0 #stateを出すときに使う．fieldと同じ数
+    plus = 0 #stateを出すときに使う．eqの一つ次の数
+    lama_deck=[]
+    playcount = 1 #回すゲーム数
+    i = 0 #
+    #下からゲームスタート
+    while i < playcount:
+        player1 = Player()
+        player2 = Player()
+        while(gameFinish(player1,player2)):
+            box = initialize(player1, player2,lama_deck,field)#初期化
+            lama_deck = box[0]
+            field = box[1]
+            while(isFinish(player1,player2)):
+                eqplus = eqplusChange(field)#eqとplusの値を算出
+                eq = eqplus[0]
+                plus = eqplus[1]
+                stateUpdate(player1,player2)
+                if player1.state < 5:#降りていないかの確認
+                    print("場の数" )
+                    print(field)
+                    print("先手")
+                    box = playCard(player1,lama_deck,field,eq,plus)
+                    lama_deck = box[0]
+                    field = box[1]
+                setpointUpdate(player1)
+                eqplusChange(field)
+                stateUpdate(player1,player2)
+                if(isFinish(player1,player2)):#先手側が上がっていた時にプレイできないようにするため
+                    if player2.state < 5:#降りていないかの確認
+                        print("場の数" )
+                        print(field)
+                        print("後手")
+                        box = playCard(player2,lama_deck,field,eq,plus)
+                        lama_deck = box[0]
+                        field = box[1]
+                setpointUpdate(player2) 
+            gamepointUpdate(player1)
+            gamepointUpdate(player2)
+            print(player1.hand)
+            if len(player1.hand) == 0:
+                pointMinus(player1)#上がっていたら一枚減らす
+            if len(player2.hand) == 0:
+                pointMinus(player2)#上がっていたら一枚減らす
+            print("先手のポイント")
+            print(player1.black_game * 5 + player1.white_game)
+            print("後手のポイント")
+            print(player2.black_game * 5 + player2.white_game)
+        i += 1
+        

From 4c04956655d7ea9f336d022feb4005ba216327c7 Mon Sep 17 00:00:00 2001
From: permit-hc <74278666+permit-hc@users.noreply.github.com>
Date: Mon, 30 Nov 2020 14:36:13 +0900
Subject: [PATCH 2/5] Add files via upload

---
 main.py | 72 +++++++++++++++++++++++++++++++++++++++++++++------------
 1 file changed, 57 insertions(+), 15 deletions(-)

diff --git a/main.py b/main.py
index fcad447..df27f47 100644
--- a/main.py
+++ b/main.py
@@ -1,6 +1,6 @@
 import sys
 import random
-
+global Q_table
 class Player():
     hand = []
     state = 1 #1:同じ数字のみを出せる状態, 2:一つ大きい数字のみを出せる状態 3:2種類出せる状態, 4:何も出せない状態, 5:終了状態, 6:上がった状態
@@ -28,7 +28,7 @@ def eqplusChange(field):#eq,plusを算出する
         print("エラー")
     return eq,plus
 
-def stateJudge(pl):
+def stateJudge(pl,eq,plus):
     if len(pl.hand) == 0:#上がっている状態
         pl.state = 6
     elif pl.state == 5:#降りている状態
@@ -43,9 +43,9 @@ def stateJudge(pl):
     else:#何も出せない状態
         pl.state = 4
 
-def stateUpdate(pl1,pl2):
-    stateJudge(pl1)
-    stateJudge(pl2)
+def stateUpdate(pl1,pl2,eq,plus):
+    stateJudge(pl1,eq,plus)
+    stateJudge(pl2,eq,plus)
 
 def exchange(black,white):#black,whiteを両替する
     a = divmod(white,5)
@@ -94,7 +94,6 @@ def initialize(pl1,pl2,lama_deck,field):#初期化
     pl1.state = 0#stateを0で初期化
     pl2.state = 0#stateを0で初期化
     field = lama_deck.pop(0)#デッキの一番上を場に出す
-    firstmove = True
     return lama_deck,field
 
 def pointMinus(pl):#上がったときに点数を下げる
@@ -155,13 +154,56 @@ def playCard(pl,lama_deck,field,eq,plus):#行動選択
             else:#
                 x = deck.pop(0)
                 pl.hand.append(x)
+                pl.hand.sort()
                 x = 1
     return deck, fi
 
+def randomact(pl,lama_deck,field,eq,plus):
+    x = 0
+    deck = lama_deck
+    fi = field
+    while(x == 0):
+        act = random.randint(1,100)#1:降りる,2:同じ数字を出す,3:次の数字を出す,4:カードを引く
+        if(act%4 == 1):
+            fold(pl)
+            x = 1
+        elif(act%4 == 2):
+            if pl.state == 1 | pl.state == 3:
+                pl.hand.pop(pl.hand.index(fi))
+                x = 1
+        elif(act%4 == 3):
+            if pl.state == 2 | pl.state == 3:
+                fi = plus
+                pl.hand.pop(pl.hand.index(fi))
+                x = 1
+        else:
+            if len(deck) != 0:
+                x = deck.pop(0)
+                pl.hand.append(x)
+                pl.hand.sort()
+                x = 1
+    return deck,fi
+
+def Q_learning(pl,lama_deck,field,eq,plus):
+    #1:同じ数字 2:一つ大きい数字 3:2種類 4:何も出せない 5:終了状態, 6:上がった状態
+    qpoint = random.randint(1,100)
+    ipusiron = 10
+    if(ipusiron > qpoint):
+        ganma = 0.1
+        arufa = 0.5
+        s = pl.state
+        s2 = 0
+        if(s < 5):
+            Q_table[s, a] = (1 - arufa) * Q[s, a] + arufa (reward + ganma)
+    else:
+        randomact(pl,lama_deck,field,eq,plus)
+    return deck,fi
+
+
 #ココからメイン
 if __name__ == '__main__':
     global lama_deck #デッキ
-    global firstmove
+    Q_table = [[0 for i in range(5)] for j in range(6)]
     field = 0 #場の数
     eq = 0 #stateを出すときに使う．fieldと同じ数
     plus = 0 #stateを出すときに使う．eqの一つ次の数
@@ -180,29 +222,30 @@ def playCard(pl,lama_deck,field,eq,plus):#行動選択
                 eqplus = eqplusChange(field)#eqとplusの値を算出
                 eq = eqplus[0]
                 plus = eqplus[1]
-                stateUpdate(player1,player2)
+                stateUpdate(player1,player2,eq,plus)
                 if player1.state < 5:#降りていないかの確認
                     print("場の数" )
                     print(field)
                     print("先手")
-                    box = playCard(player1,lama_deck,field,eq,plus)
+                    box = randomact(player1,lama_deck,field,eq,plus)
                     lama_deck = box[0]
                     field = box[1]
                 setpointUpdate(player1)
-                eqplusChange(field)
-                stateUpdate(player1,player2)
+                eqplus = eqplusChange(field)
+                eq = eqplus[0]
+                plus = eqplus[1]
+                stateUpdate(player1,player2,eq,plus)
                 if(isFinish(player1,player2)):#先手側が上がっていた時にプレイできないようにするため
                     if player2.state < 5:#降りていないかの確認
                         print("場の数" )
                         print(field)
                         print("後手")
-                        box = playCard(player2,lama_deck,field,eq,plus)
+                        box = randomact(player2,lama_deck,field,eq,plus)
                         lama_deck = box[0]
                         field = box[1]
                 setpointUpdate(player2) 
             gamepointUpdate(player1)
             gamepointUpdate(player2)
-            print(player1.hand)
             if len(player1.hand) == 0:
                 pointMinus(player1)#上がっていたら一枚減らす
             if len(player2.hand) == 0:
@@ -211,5 +254,4 @@ def playCard(pl,lama_deck,field,eq,plus):#行動選択
             print(player1.black_game * 5 + player1.white_game)
             print("後手のポイント")
             print(player2.black_game * 5 + player2.white_game)
-        i += 1
-        
+        i += 1
\ No newline at end of file

From 0fe2c348daf127f387e4519fa976f07b800e8d3e Mon Sep 17 00:00:00 2001
From: permit-hc <74278666+permit-hc@users.noreply.github.com>
Date: Tue, 1 Dec 2020 06:53:10 +0900
Subject: [PATCH 3/5] Add files via upload

---
 main.py    |  137 +++++--
 result.csv | 1001 ++++++++++++++++++++++++++++++++++++++++++++++++++++
 2 files changed, 1113 insertions(+), 25 deletions(-)
 create mode 100644 result.csv

diff --git a/main.py b/main.py
index df27f47..8fbca48 100644
--- a/main.py
+++ b/main.py
@@ -184,32 +184,112 @@ def randomact(pl,lama_deck,field,eq,plus):
                 x = 1
     return deck,fi
 
+def canMove(s, a):
+    if s >= 1 and s <= 6 and a >= 1 and a <= 4:
+        if (s == 1 and a == 3) or (a == 0):
+            return False
+        elif (s == 2 and a == 2) or (a == 0):
+            return False
+        elif s == 3 and a == 0:
+            return False
+        elif (s == 4) and (a == 2 or a == 3):
+            return False
+        else:
+            return True
+    else:
+        return False
+
+def MinQ(Q, s):
+    min = Q[s][0]
+    act = 0
+    for i in range(1, 4):
+        if (min > Q[s][i]) and canMove(s, i):
+            min = Q[s][i]
+            act = i
+    return act
+def MaxQ(Q, s):
+    max = Q[s][0]
+    act = 0
+    for i in range(1, 4):
+        if (max < Q[s][i]) and canMove(s, i):
+            max = Q[s][i]
+            act = i
+    return act
+
+# ε-Greedy選択
+def eGreedy(Q, s, ipusiron, pl):
+    if random.random() < 1-ipusiron:	# 確率1-eでgreedy
+        return MaxQ(Q, pl.state)
+    else:			# 確率eでランダム
+        return random.randint(0, 3)
+
 def Q_learning(pl,lama_deck,field,eq,plus):
     #1:同じ数字 2:一つ大きい数字 3:2種類 4:何も出せない 5:終了状態, 6:上がった状態
-    qpoint = random.randint(1,100)
-    ipusiron = 10
-    if(ipusiron > qpoint):
-        ganma = 0.1
-        arufa = 0.5
-        s = pl.state
-        s2 = 0
-        if(s < 5):
-            Q_table[s, a] = (1 - arufa) * Q[s, a] + arufa (reward + ganma)
-    else:
-        randomact(pl,lama_deck,field,eq,plus)
+    x = 0
+    ipusiron = 0.1
+    ganma = 0.99
+    arufa = 0.3
+    s = pl.state
+    deck = lama_deck
+    
+    fi = field
+    setP = (pl.black_set * 5 + pl.white_set)
+    while x == 0:
+        act = eGreedy(Q_table, s, ipusiron, pl)
+        if(act == 1):
+            if (canMove(s,act)):
+                fold(pl)
+                x = 1
+        elif(act == 2):
+            if (canMove(s,act)):
+                y = pl.hand.index(fi)
+                pl.hand.pop(y)
+                x = 1
+        elif(act == 3):
+            if (canMove(s,act)):
+                fi = plus
+                y = pl.hand.index(fi)
+                pl.hand.pop(y)
+                x = 1
+        else:
+            if len(deck) != 0:
+                x = deck.pop(0)
+                pl.hand.append(x)
+                pl.hand.sort()
+                x = 1
+    #count = 0
+    reward = 0
+    #for i in pl.hand:
+        #count += 1
+        #reward += i
+    
+    setpointUpdate(pl)
+    reward = setP-(pl.black_set * 5 + pl.white_set)
+    s2 = pl.state
+    act2 = eGreedy(Q_table, s, ipusiron, pl)
+    Q_table[s][act] = (1 - arufa) * Q_table[s][act] + arufa * (reward + ganma * Q_table[s2][act2])
     return deck,fi
 
 
 #ココからメイン
 if __name__ == '__main__':
     global lama_deck #デッキ
-    Q_table = [[0 for i in range(5)] for j in range(6)]
+    Q_table = [[0 for i in range(4)] for j in range(7)]
+    Q_table[1][3] = -1000
+    Q_table[2][2] = -1000
+    Q_table[4][2] = -1000
+    Q_table[4][3] = -1000
     field = 0 #場の数
     eq = 0 #stateを出すときに使う．fieldと同じ数
     plus = 0 #stateを出すときに使う．eqの一つ次の数
     lama_deck=[]
-    playcount = 1 #回すゲーム数
+    playcount = 1000 #回すゲーム数
     i = 0 #
+    path='result.csv'
+    fo=open(path,'w')
+    result = ""
+    winner = 0
+    before = 0
     #下からゲームスタート
     while i < playcount:
         player1 = Player()
@@ -224,10 +304,10 @@ def Q_learning(pl,lama_deck,field,eq,plus):
                 plus = eqplus[1]
                 stateUpdate(player1,player2,eq,plus)
                 if player1.state < 5:#降りていないかの確認
-                    print("場の数" )
-                    print(field)
-                    print("先手")
-                    box = randomact(player1,lama_deck,field,eq,plus)
+                    #print("場の数" )
+                    #print(field)
+                    #print("先手")
+                    box = Q_learning(player1,lama_deck,field,eq,plus)
                     lama_deck = box[0]
                     field = box[1]
                 setpointUpdate(player1)
@@ -237,9 +317,9 @@ def Q_learning(pl,lama_deck,field,eq,plus):
                 stateUpdate(player1,player2,eq,plus)
                 if(isFinish(player1,player2)):#先手側が上がっていた時にプレイできないようにするため
                     if player2.state < 5:#降りていないかの確認
-                        print("場の数" )
-                        print(field)
-                        print("後手")
+                        #print("場の数" )
+                        #print(field)
+                        #print("後手")
                         box = randomact(player2,lama_deck,field,eq,plus)
                         lama_deck = box[0]
                         field = box[1]
@@ -250,8 +330,15 @@ def Q_learning(pl,lama_deck,field,eq,plus):
                 pointMinus(player1)#上がっていたら一枚減らす
             if len(player2.hand) == 0:
                 pointMinus(player2)#上がっていたら一枚減らす
-            print("先手のポイント")
-            print(player1.black_game * 5 + player1.white_game)
-            print("後手のポイント")
-            print(player2.black_game * 5 + player2.white_game)
-        i += 1
\ No newline at end of file
+        LastPoint1 = player1.black_game * 5 + player1.white_game
+        LastPoint2 = player2.black_game * 5 + player2.white_game
+        i += 1
+        #result+=str(LastPoint1)+","+str(LastPoint2)+"\n"
+        if LastPoint1 < LastPoint2:
+            winner+=1
+        result+=str(winner/i)+"\n"
+        if i%1000 == 0:
+            result+=str((winner-before)/1000)+'\n'
+            before = winner
+    fo.write(result)
+    fo.close()
\ No newline at end of file
diff --git a/result.csv b/result.csv
new file mode 100644
index 0000000..88fb779
--- /dev/null
+++ b/result.csv
@@ -0,0 +1,1001 @@
+0.0
+0.0
+0.3333333333333333
+0.5
+0.6
+0.5
+0.5714285714285714
+0.625
+0.6666666666666666
+0.6
+0.6363636363636364
+0.6666666666666666
+0.6923076923076923
+0.6428571428571429
+0.6
+0.625
+0.5882352941176471
+0.5555555555555556
+0.5263157894736842
+0.5
+0.47619047619047616
+0.5
+0.4782608695652174
+0.5
+0.48
+0.5
+0.5185185185185185
+0.5
+0.4827586206896552
+0.4666666666666667
+0.45161290322580644
+0.4375
+0.45454545454545453
+0.4411764705882353
+0.45714285714285713
+0.4722222222222222
+0.4594594594594595
+0.47368421052631576
+0.46153846153846156
+0.45
+0.43902439024390244
+0.4523809523809524
+0.46511627906976744
+0.4772727272727273
+0.4888888888888889
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From 3c1e8d830491a1fcfa0038177bb3d28260d5508d Mon Sep 17 00:00:00 2001
From: permit-hc <74278666+permit-hc@users.noreply.github.com>
Date: Tue, 1 Dec 2020 23:19:18 +0900
Subject: [PATCH 4/5] Add files via upload

---
 ...0\343\201\256\345\267\256\345\210\206.csv" | 10010 ++++++++++++++++
 ...4\345\213\225\345\267\256\345\210\206.csv" | 10010 ++++++++++++++++
 2 files changed, 20020 insertions(+)
 create mode 100644 "\347\233\270\346\211\213\343\201\250\343\201\256\345\267\256\345\210\206.csv"
 create mode 100644 "\350\241\214\345\213\225\345\267\256\345\210\206.csv"

diff --git "a/\347\233\270\346\211\213\343\201\250\343\201\256\345\267\256\345\210\206.csv" "b/\347\233\270\346\211\213\343\201\250\343\201\256\345\267\256\345\210\206.csv"
new file mode 100644
index 0000000..c2c4ea8
--- /dev/null
+++ "b/\347\233\270\346\211\213\343\201\250\343\201\256\345\267\256\345\210\206.csv"
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diff --git "a/\350\241\214\345\213\225\345\267\256\345\210\206.csv" "b/\350\241\214\345\213\225\345\267\256\345\210\206.csv"
new file mode 100644
index 0000000..91ead36
--- /dev/null
+++ "b/\350\241\214\345\213\225\345\267\256\345\210\206.csv"
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From 3a7400c08dd3a37781eb6539ee6cf4b5e68a4e09 Mon Sep 17 00:00:00 2001
From: permit-hc <74278666+permit-hc@users.noreply.github.com>
Date: Wed, 2 Dec 2020 01:58:26 +0900
Subject: [PATCH 5/5] Add files via upload

---
 ...0\343\201\256\345\267\256\345\210\206.csv" | 20004 ++++++++-------
 ...4\345\213\225\345\267\256\345\210\206.csv" | 20006 ++++++++--------
 2 files changed, 19995 insertions(+), 20015 deletions(-)

diff --git "a/\347\233\270\346\211\213\343\201\250\343\201\256\345\267\256\345\210\206.csv" "b/\347\233\270\346\211\213\343\201\250\343\201\256\345\267\256\345\210\206.csv"
index c2c4ea8..e6347eb 100644
--- "a/\347\233\270\346\211\213\343\201\250\343\201\256\345\267\256\345\210\206.csv"
+++ "b/\347\233\270\346\211\213\343\201\250\343\201\256\345\267\256\345\210\206.csv"
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diff --git "a/\350\241\214\345\213\225\345\267\256\345\210\206.csv" "b/\350\241\214\345\213\225\345\267\256\345\210\206.csv"
index 91ead36..0ecf208 100644
--- "a/\350\241\214\345\213\225\345\267\256\345\210\206.csv"
+++ "b/\350\241\214\345\213\225\345\267\256\345\210\206.csv"
@@ -1,10010 +1,10000 @@
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