自動掃雷一般分為兩種，一種是讀取記憶體資料，而另一種是通過分析圖檔獲得資料，并通過模拟滑鼠操作，這裡我用的是第二種方式。
一、準備工作
1.掃雷遊戲
我是win10，沒有預設的掃雷，是以去掃雷網下載下傳
2.python 3
我的版本是 python 3.6.1
3.python的第三方庫
win32api,win32gui,win32con,Pillow,numpy,opencv
可通過 pip install --upgrade SomePackage 來進行安裝
注意：有的版本是下載下傳pywin32，但是有的要把pywin32更新到最高并自動下載下傳了pypiwin32，具體情況每個python版本可能都略有不同
我給出我的第三方庫和版本僅供參考
二、關鍵代碼組成
1.找到遊戲視窗與坐标
#掃雷遊戲視窗
class_name = "TMain"
title_name = "Minesweeper Arbiter "
hwnd = win32gui.FindWindow(class_name, title_name)
#視窗坐标
left = 0
top = 0
right = 0
bottom = 0
if hwnd:
print("找到視窗")
left, top, right, bottom = win32gui.GetWindowRect(hwnd)
#win32gui.SetForegroundWindow(hwnd)
print("視窗坐标：")
print(str(left)+' '+str(right)+' '+str(top)+' '+str(bottom))
else:
print("未找到視窗")
2.鎖定并抓取雷區圖像
#鎖定雷區坐标
#去除周圍功能按鈕以及多餘的界面
#具體的像素值是通過QQ的截圖來判斷的
left += 15
top += 101
right -= 15
bottom -= 42
#抓取雷區圖像
rect = (left, top, right, bottom)
img = ImageGrab.grab().crop(rect)
3.各圖像的RGBA值
#數字1-8 周圍雷數
#0 未被打開
#ed 被打開 空白
#hongqi 紅旗
#boom 普通雷
#boom_red 踩中的雷
rgba_ed = [(225, (192, 192, 192)), (31, (128, 128, 128))]
rgba_hongqi = [(54, (255, 255, 255)), (17, (255, 0, 0)), (109, (192, 192, 192)), (54, (128, 128, 128)), (22, (0, 0, 0))]
rgba_0 = [(54, (255, 255, 255)), (148, (192, 192, 192)), (54, (128, 128, 128))]
rgba_1 = [(185, (192, 192, 192)), (31, (128, 128, 128)), (40, (0, 0, 255))]
rgba_2 = [(160, (192, 192, 192)), (31, (128, 128, 128)), (65, (0, 128, 0))]
rgba_3 = [(62, (255, 0, 0)), (163, (192, 192, 192)), (31, (128, 128, 128))]
rgba_4 = [(169, (192, 192, 192)), (31, (128, 128, 128)), (56, (0, 0, 128))]
rgba_5 = [(70, (128, 0, 0)), (155, (192, 192, 192)), (31, (128, 128, 128))]
rgba_6 = [(153, (192, 192, 192)), (31, (128, 128, 128)), (72, (0, 128, 128))]
rgba_8 = [(149, (192, 192, 192)), (107, (128, 128, 128))]
rgba_boom = [(4, (255, 255, 255)), (144, (192, 192, 192)), (31, (128, 128, 128)), (77, (0, 0, 0))]
rgba_boom_red = [(4, (255, 255, 255)), (144, (255, 0, 0)), (31, (128, 128, 128)), (77, (0, 0, 0))]
4.掃描雷區圖像儲存至一個二維數組map
#掃描雷區圖像
def showmap():
img = ImageGrab.grab().crop(rect)
for y in range(blocks_y):
for x in range(blocks_x):
this_image = img.crop((x * block_width, y * block_height, (x + 1) * block_width, (y + 1) * block_height))
if this_image.getcolors() == rgba_0:
map[y][x] = 0
elif this_image.getcolors() == rgba_1:
map[y][x] = 1
elif this_image.getcolors() == rgba_2:
map[y][x] = 2
elif this_image.getcolors() == rgba_3:
map[y][x] = 3
elif this_image.getcolors() == rgba_4:
map[y][x] = 4
elif this_image.getcolors() == rgba_5:
map[y][x] = 5
elif this_image.getcolors() == rgba_6:
map[y][x] = 6
elif this_image.getcolors() == rgba_8:
map[y][x] = 8
elif this_image.getcolors() == rgba_ed:
map[y][x] = -1
elif this_image.getcolors() == rgba_hongqi:
map[y][x] = -4
elif this_image.getcolors() == rgba_boom or this_image.getcolors() == rgba_boom_red:
global gameover
gameover = 1
break
#sys.exit(0)
else:
print("無法識别圖像")
print("坐标")
print((y,x))
print("顔色")
print(this_image.getcolors())
sys.exit(0)
#print(map)
5.掃雷算法
這裡我采用的最基礎的算法
1.首先點出一個點
2.掃描所有數字，如果周圍空白+插旗==數字，則空白均有雷，右鍵點選空白插旗
3.掃描所有數字，如果周圍插旗==數字，則空白均沒有雷，左鍵點選空白
4.循環2、3，如果沒有符合條件的，則随機點選一個白塊
#插旗
def banner():
showmap()
for y in range(blocks_y):
for x in range(blocks_x):
if 1 <= map[y][x] and map[y][x] <= 5:
boom_number = map[y][x]
block_white = 0
block_qi = 0
for yy in range(y-1,y+2):
for xx in range(x-1,x+2):
if 0 <= yy and 0 <= xx and yy < blocks_y and xx < blocks_x:
if not (yy == y and xx == x):if map[yy][xx] == 0:
block_white += 1
elif map[yy][xx] == -4:
block_qi += 1if boom_number == block_white + block_qi:for yy in range(y - 1, y + 2):
for xx in range(x - 1, x + 2):
if 0 <= yy and 0 <= xx and yy < blocks_y and xx < blocks_x:
if not (yy == y and xx == x):
if map[yy][xx] == 0:
win32api.SetCursorPos([left+xx*block_width, top+yy*block_height])
win32api.mouse_event(win32con.MOUSEEVENTF_RIGHTDOWN, 0, 0, 0, 0)
win32api.mouse_event(win32con.MOUSEEVENTF_RIGHTUP, 0, 0, 0, 0)
showmap()
#點選白塊
def dig():
showmap()
iscluck = 0
for y in range(blocks_y):
for x in range(blocks_x):
if 1 <= map[y][x] and map[y][x] <= 5:
boom_number = map[y][x]
block_white = 0
block_qi = 0
for yy in range(y - 1, y + 2):
for xx in range(x - 1, x + 2):
if 0 <= yy and 0 <= xx and yy < blocks_y and xx < blocks_x:
if not (yy == y and xx == x):
if map[yy][xx] == 0:
block_white += 1
elif map[yy][xx] == -4:
block_qi += 1if boom_number == block_qi and block_white > 0:for yy in range(y - 1, y + 2):
for xx in range(x - 1, x + 2):
if 0 <= yy and 0 <= xx and yy < blocks_y and xx < blocks_x:
if not(yy == y and xx == x):
if map[yy][xx] == 0:
win32api.SetCursorPos([left + xx * block_width, top + yy * block_height])
win32api.mouse_event(win32con.MOUSEEVENTF_LEFTDOWN, 0, 0, 0, 0)
win32api.mouse_event(win32con.MOUSEEVENTF_LEFTUP, 0, 0, 0, 0)
iscluck = 1
if iscluck == 0:
luck()
#随機點選
def luck():
fl = 1
while(fl):
random_x = random.randint(0, blocks_x - 1)
random_y = random.randint(0, blocks_y - 1)
if(map[random_y][random_x] == 0):
win32api.SetCursorPos([left + random_x * block_width, top + random_y * block_height])
win32api.mouse_event(win32con.MOUSEEVENTF_LEFTDOWN, 0, 0, 0, 0)
win32api.mouse_event(win32con.MOUSEEVENTF_LEFTUP, 0, 0, 0, 0)
fl = 0
def gogo():
win32api.SetCursorPos([left, top])
win32api.mouse_event(win32con.MOUSEEVENTF_LEFTDOWN, 0, 0, 0, 0)
win32api.mouse_event(win32con.MOUSEEVENTF_LEFTUP, 0, 0, 0, 0)
showmap()
global gameover
while(1):
if(gameover == 0):
banner()
banner()
dig()
else:
gameover = 0
win32api.keybd_event(113, 0, 0, 0)
win32api.SetCursorPos([left, top])
win32api.mouse_event(win32con.MOUSEEVENTF_LEFTDOWN, 0, 0, 0, 0)
win32api.mouse_event(win32con.MOUSEEVENTF_LEFTUP, 0, 0, 0, 0)
showmap()
這個算法在初級和中級通過率都不錯，但是在進階成功率慘不忍睹，主要是沒有考慮邏輯組合以及白塊是雷的機率問題，可以對這兩個點進行改進，提高成功率
原文釋出時間為：2018-07-25
本文作者： chestnut_egg
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