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wechat_jump_auto.py 10.11 KB
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leon332157 提交于 2018-02-23 06:28 . [修复] 编码及算法 bug (#1208)
# -*- coding: utf-8 -*-
"""
=== 思路 ===
核心:每次落稳之后截图,根据截图算出棋子的坐标和下一个块顶面的中点坐标,
根据两个点的距离乘以一个时间系数获得长按的时间
识别棋子:靠棋子的颜色来识别位置,通过截图发现最下面一行大概是一条
直线,就从上往下一行一行遍历,比较颜色(颜色用了一个区间来比较)
找到最下面的那一行的所有点,然后求个中点,求好之后再让 Y 轴坐标
减小棋子底盘的一半高度从而得到中心点的坐标
识别棋盘:靠底色和方块的色差来做,从分数之下的位置开始,一行一行扫描,
由于圆形的块最顶上是一条线,方形的上面大概是一个点,所以就
用类似识别棋子的做法多识别了几个点求中点,这时候得到了块中点的 X
轴坐标,这时候假设现在棋子在当前块的中心,根据一个通过截图获取的
固定的角度来推出中点的 Y 坐标
最后:根据两点的坐标算距离乘以系数来获取长按时间(似乎可以直接用 X 轴距离)
"""
import math
import re
import random
import sys
import time
from PIL import Image
from six.moves import input
if sys.version_info.major != 3:
print('请使用Python3')
exit(1)
try:
from common import debug, config, screenshot, UnicodeStreamFilter
from common.auto_adb import auto_adb
except Exception as ex:
print(ex)
print('请将脚本放在项目根目录中运行')
print('请检查项目根目录中的 common 文件夹是否存在')
exit(1)
adb = auto_adb()
VERSION = "1.1.4"
# DEBUG 开关,需要调试的时候请改为 True,不需要调试的时候为 False
DEBUG_SWITCH = False
adb.test_device()
# Magic Number,不设置可能无法正常执行,请根据具体截图从上到下按需
# 设置,设置保存在 config 文件夹中
config = config.open_accordant_config()
under_game_score_y = config['under_game_score_y']
# 长按的时间系数,请自己根据实际情况调节
press_coefficient = config['press_coefficient']
# 二分之一的棋子底座高度,可能要调节
piece_base_height_1_2 = config['piece_base_height_1_2']
# 棋子的宽度,比截图中量到的稍微大一点比较安全,可能要调节
piece_body_width = config['piece_body_width']
# 图形中圆球的直径,可以利用系统自带画图工具,用直线测量像素,如果可以实现自动识别圆球直径,那么此处将可实现全自动。
head_diameter = config.get('head_diameter')
if head_diameter == None:
density_str = adb.test_density()
matches = re.search(r'\d+', density_str)
density_val = int(matches.group(0))
head_diameter = density_val / 8
def set_button_position(im):
"""
将 swipe 设置为 `再来一局` 按钮的位置
"""
global swipe_x1, swipe_y1, swipe_x2, swipe_y2
w, h = im.size
left = int(w / 2)
top = int(1584 * (h / 1920.0))
left = int(random.uniform(left - 200, left + 200))
top = int(random.uniform(top - 200, top + 200)) # 随机防 ban
after_top = int(random.uniform(top - 200, top + 200))
after_left = int(random.uniform(left - 200, left + 200))
swipe_x1, swipe_y1, swipe_x2, swipe_y2 = left, top, after_left, after_top
def jump(distance, delta_piece_y):
"""
跳跃一定的距离
"""
# 计算程序长度与截图测得的距离的比例
scale = 0.945 * 2 / head_diameter
actual_distance = distance * scale * (math.sqrt(6) / 2)
press_time = (-945 + math.sqrt(945 ** 2 + 4 * 105 *
36 * actual_distance)) / (2 * 105) * 1000
press_time *= press_coefficient
press_time = max(press_time, 200) # 设置 200ms 是最小的按压时间
press_time = int(press_time)
cmd = 'shell input swipe {x1} {y1} {x2} {y2} {duration}'.format(
x1=swipe_x1,
y1=swipe_y1,
x2=swipe_x2,
y2=swipe_y2,
duration=press_time + delta_piece_y
)
print(cmd)
adb.run(cmd)
return press_time
def find_piece_and_board(im):
"""
寻找关键坐标
"""
w, h = im.size
points = [] # 所有满足色素的点集合
piece_y_max = 0
board_x = 0
board_y = 0
scan_x_border = int(w / 8) # 扫描棋子时的左右边界
scan_start_y = 0 # 扫描的起始 y 坐标
im_pixel = im.load()
# 以 50px 步长,尝试探测 scan_start_y
for i in range(int(h / 3), int(h * 2 / 3), 50):
last_pixel = im_pixel[0, i]
for j in range(1, w):
pixel = im_pixel[j, i]
# 不是纯色的线,则记录 scan_start_y 的值,准备跳出循环
if pixel != last_pixel:
scan_start_y = i - 50
break
if scan_start_y:
break
print('start scan Y axis: {}'.format(scan_start_y))
# 从 scan_start_y 开始往下扫描,棋子应位于屏幕上半部分,这里暂定不超过 2/3
for i in range(scan_start_y, int(h * 2 / 3)):
# 横坐标方面也减少了一部分扫描开销
for j in range(scan_x_border, w - scan_x_border):
pixel = im_pixel[j, i]
# 根据棋子的最低行的颜色判断,找最后一行那些点的平均值,这个颜
# 色这样应该 OK,暂时不提出来
if (50 < pixel[0] < 60) \
and (53 < pixel[1] < 63) \
and (95 < pixel[2] < 110):
points.append((j, i))
piece_y_max = max(i, piece_y_max)
bottom_x = [x for x, y in points if y == piece_y_max] # 所有最底层的点的横坐标
if not bottom_x:
return 0, 0, 0, 0, 0
piece_x = int(sum(bottom_x) / len(bottom_x)) # 中间值
piece_y = piece_y_max - piece_base_height_1_2 # 上移棋子底盘高度的一半
# 限制棋盘扫描的横坐标,避免音符 bug
if piece_x < w / 2:
board_x_start = piece_x
board_x_end = w
else:
board_x_start = 0
board_x_end = piece_x
for i in range(int(h / 3), int(h * 2 / 3)):
last_pixel = im_pixel[0, i]
if board_x or board_y:
break
board_x_sum = 0
board_x_c = 0
for j in range(int(board_x_start), int(board_x_end)):
pixel = im_pixel[j, i]
# 修掉脑袋比下一个小格子还高的情况的 bug
if abs(j - piece_x) < piece_body_width:
continue
# 检查Y轴下面5个像素, 和背景色相同, 那么是干扰
ver_pixel = im_pixel[j, i + 5]
if abs(pixel[0] - last_pixel[0]) \
+ abs(pixel[1] - last_pixel[1]) \
+ abs(pixel[2] - last_pixel[2]) > 10 \
and abs(ver_pixel[0] - last_pixel[0]) \
+ abs(ver_pixel[1] - last_pixel[1]) \
+ abs(ver_pixel[2] - last_pixel[2]) > 10:
board_x_sum += j
board_x_c += 1
if board_x_sum:
board_x = board_x_sum / board_x_c
last_pixel = im_pixel[board_x, i]
# 首先找到游戏的对称中心,由对称中心做辅助线与x=board_x直线的交点即为棋盘的中心位置
# 有了对称中心,可以知道棋子在棋盘上面的相对位置(偏高或偏低,偏高的话测量值比实际值大,
# 偏低相反。最后通过delta_piece_y来对跳跃时间进行微调
center_x = w / 2 + (24 / 1080) * w
center_y = h / 2 + (17 / 1920) * h
if piece_x > center_x:
board_y = round((25.5 / 43.5) * (board_x - center_x) + center_y)
delta_piece_y = piece_y - round((25.5 / 43.5) * (piece_x - center_x) + center_y)
else:
board_y = round(-(25.5 / 43.5) * (board_x - center_x) + center_y)
delta_piece_y = piece_y - round(-(25.5 / 43.5) * (piece_x - center_x) + center_y)
if not all((board_x, board_y)):
return 0, 0, 0, 0, 0
return piece_x, piece_y, board_x, board_y, delta_piece_y
def yes_or_no():
"""
检查是否已经为启动程序做好了准备
"""
while True:
yes_or_no = str(input('请确保手机打开了 ADB 并连接了电脑,'
'然后打开跳一跳并【开始游戏】后再用本程序,确定开始?[y/n]:'))
if yes_or_no == 'y':
break
elif yes_or_no == 'n':
print('谢谢使用', end='')
exit(0)
else:
print('请重新输入')
def main():
"""
主函数
"""
print('程序版本号:{}'.format(VERSION))
print('激活窗口并按 CONTROL + C 组合键退出')
debug.dump_device_info()
screenshot.check_screenshot()
i, next_rest, next_rest_time = (0, random.randrange(3, 10),
random.randrange(5, 10))
while True:
im = screenshot.pull_screenshot()
# 获取棋子和 board 的位置
piece_x, piece_y, board_x, board_y, delta_piece_y = find_piece_and_board(im)
ts = int(time.time())
print(ts, piece_x, piece_y, board_x, board_y)
set_button_position(im)
jump(math.sqrt((board_x - piece_x) ** 2 + (board_y - piece_y) ** 2), delta_piece_y)
if DEBUG_SWITCH:
debug.save_debug_screenshot(ts, im, piece_x,
piece_y, board_x, board_y)
debug.backup_screenshot(ts)
im.close()
i += 1
if i == next_rest:
print('已经连续打了 {} 下,休息 {}秒'.format(i, next_rest_time))
for j in range(next_rest_time):
sys.stdout.write('\r程序将在 {}秒 后继续'.format(next_rest_time - j))
sys.stdout.flush()
time.sleep(1)
print('\n继续')
i, next_rest, next_rest_time = (0, random.randrange(30, 100),
random.randrange(10, 60))
# 为了保证截图的时候应落稳了,多延迟一会儿,随机值防 ban
time.sleep(random.uniform(1.2, 1.4))
if __name__ == '__main__':
try:
yes_or_no()
main()
except KeyboardInterrupt:
adb.run('kill-server')
print('\n谢谢使用', end='')
exit(0)
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