关于安卓自动化使用找图方法点击时，最大的痛点是使用原生adb截图速度太慢了，大概需要3s的时间，再加上我们使用opencv的找图算法，时间就去都三秒多了，为了解决这一个痛点，我们就可以使用minicap，他是通过在安卓常驻一个miniservice，通过adb跟我们的程序进行通信，它实时获取屏幕信息转化为数据流发送给我们的程序，我们只需实时去接收数据并把它转化成图片即可
1.第一步当然是先在安卓上安装我们的miniservice
pip install uiautomator2 ==2.9.0
python -m uiautomator2 init
or
import uiautomator2 as u2
device =u2.connect()
我们在初始化的时候或者使用uiautomator2时会默认安装适合我们安卓架构的minicapservice
2.第二部使用adb命令启动安卓中的minicapservice
adb forward tcp:1717 localabstract:minicap
adb shell LD_LIBRARY_PATH=/data/local/tmp /data/local/tmp/minicap -P 6480x960@6480x960/0
6480x960@6480x960 是我们安卓设备的屏幕像素
adb shell wn size
3.第三步，编写接收数据，并转换成图片
import socket
import sys
import struct
from collections import OrderedDict
class Banner:
def __init__(self):
self.__banner = OrderedDict(
[('version', 0),
('length', 0),
('pid', 0),
('realWidth', 0),
('realHeight', 0),
('virtualWidth', 0),
('virtualHeight', 0),
('orientation', 0),
('quirks', 0)
])
def __setitem__(self, key, value):
self.__banner[key] = value
def __getitem__(self, key):
return self.__banner[key]
def keys(self):
return self.__banner.keys()
def __str__(self):
return str(self.__banner)
class MiniCap:
def __init__(self, host, port, banner):
self.buffer_size = 4096
self.host = host
self.port = port
self.banner = banner
self.socket = None
self.stop_flag = False
def connect(self):
"""
Connect to the specified host and port.
Raises:
socket.error: If there is any error creating the socket or connecting.
"""
try:
self.socket = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
self.socket.connect((self.host, self.port))
except socket.error as e:
print(f"Failed to connect to {self.host}:{self.port}. Error: {e}")
raise e
@classmethod
def save_image(cls, data):
file_name = 'received_image.jpg' # 图片名
with open(file_name, 'wb') as f:
for b in data:
f.write(b.to_bytes(1, 'big'))
def consume(self,stop_flag):
readBannerBytes = 0
bannerLength = 24
readFrameBytes = 0
frameBodyLength = 0
data = []
while not stop_flag:
try:
chunk = self.socket.recv(self.buffer_size)
except socket.error as e:
print(e)
sys.exit(1)
cursor = 0
buf_len = len(chunk)
while cursor < buf_len:
if readBannerBytes < bannerLength:
map(lambda i, val: self.banner.__setitem__(self.banner.keys()[i], val),
[i for i in range(len(self.banner.keys()))], struct.unpack("<2b5ibB", chunk))
cursor = buf_len
readBannerBytes = bannerLength
elif readFrameBytes < 4:
frameBodyLength += (chunk[cursor] << (readFrameBytes * 8)) >> 0
cursor += 1
readFrameBytes += 1
else:
if buf_len - cursor >= frameBodyLength:
data.extend(chunk[cursor:cursor + frameBodyLength])
self.save_image(data)
cursor += frameBodyLength
frameBodyLength = readFrameBytes = 0
data = []
else:
data.extend(chunk[cursor:buf_len])
frameBodyLength -= buf_len - cursor
readFrameBytes += buf_len - cursor
cursor = buf_len
def run(self,stop_flag):
"""
Connect to the specified host and port, then consume all frames from the socket.
Raises:
socket.error: If there is any error creating the socket or connecting.
"""
try:
self.connect()
self.consume(stop_flag)
except socket.error as e:
print(f"Failed to connect to {self.host}:{self.port}. Error: {e}")
raise e
if '__main__' == __name__:
# time.sleep(1)
mc = MiniCap('localhost', 1717, Banner())
mc.run(True)
当我们运行程序的时候就会在当前目录生成一个图片received_image.jpg，这个时候我们就完成了截图啦，但是这个图片实时更新的我们的其他程序是没有办法去读取图片的，这个时候就需要我们去截图啦，什么还要去截图，太麻烦了吧，不，准确的来说只是copy一下啦，截图就是copy一下，谁能有我截图快，快如电，嗖嗖嗖的
def mini_cap_screen(self, local_path, time_out): """ mini cap截图 Args: local_path: 目标路径 time_out: 超时时间（秒） Returns: local_path 或 None """ src_path = "received_image.jpg" end_time = datetime.now() + timedelta(seconds=time_out) start_time = datetime.now() self.logger.info(f"mini cap 截图开始时间: {start_time}") while datetime.now() < end_time: if os.path.exists(src_path) and os.path.getsize(src_path) > 200000: os.makedirs(os.path.dirname(local_path), exist_ok=True) shutil.copy2(src_path, local_path) self.logger.info(f"Image copied to {local_path}") current_time = datetime.now() self.logger.info(f"mini cap 截图结束时间: {current_time}") self.logger.info(f"mini cap 截图耗时: {current_time - start_time}") return local_path time.sleep(0.1) self.logger.error("mini cap 截图失败，请检测mini cap service is running") return None'运行
本人天下第一快，NO，我说的是程序，经过计算我们截图加opencv找图然后在模拟点击只需250毫秒，嘎嘎快