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iOSAI/Utils/AiUtils.py

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import json
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import os
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from pathlib import Path
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import cv2
import numpy as np
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import unicodedata
import wda
from Utils.LogManager import LogManager
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import xml.etree.ElementTree as ET
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import re, html
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from lxml import etree
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from wda import Client
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# 工具类
class AiUtils(object):
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# 在屏幕中找到对应的图片
@classmethod
def findImageInScreen(cls, target, udid):
try:
# 加载原始图像和模板图像
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image_path = AiUtils.imagePathWithName(udid, "bgv") # 替换为你的图像路径
template_path = AiUtils.imagePathWithName("", target) # 替换为你的模板路径
# 读取图像和模板,确保它们都是单通道灰度图
image = cv2.imread(image_path, cv2.IMREAD_GRAYSCALE)
template = cv2.imread(template_path, cv2.IMREAD_GRAYSCALE)
if image is None:
LogManager.error("加载背景图失败")
return -1, -1
if template is None:
LogManager.error("加载模板图失败")
return -1, -1
# 获取模板的宽度和高度
w, h = template.shape[::-1]
# 使用模板匹配方法
res = cv2.matchTemplate(image, template, cv2.TM_CCOEFF_NORMED)
threshold = 0.7 # 匹配度阈值,可以根据需要调整
loc = np.where(res >= threshold)
# 检查是否有匹配结果
if loc[0].size > 0:
# 取第一个匹配位置
pt = zip(*loc[::-1]).__next__() # 获取第一个匹配点的坐标
center_x = int(pt[0] + w // 2)
center_y = int(pt[1] + h // 2)
# print(f"第一个匹配到的小心心中心坐标: ({center_x}, {center_y})")
return center_x, center_y
else:
return -1, -1
except Exception as e:
LogManager.error(f"加载素材失败:{e}", udid)
print(e)
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return -1, -1
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# 使用正则查找字符串中的数字
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@classmethod
def findNumber(cls, str):
# 使用正则表达式匹配数字
match = re.search(r'\d+', str)
if match:
return int(match.group()) # 将匹配到的数字转换为整数
return None # 如果没有找到数字,返回 None
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# 选择截图
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@classmethod
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def screenshot(cls):
client = wda.USBClient("eca000fcb6f55d7ed9b4c524055214c26a7de7aa")
session = client.session()
image = session.screenshot()
image_path = "screenshot.png"
image.save(image_path)
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image = cv2.imread(image_path)
# 如果图像过大,缩小显示
scale_percent = 50 # 缩小比例
width = int(image.shape[1] * scale_percent / 100)
height = int(image.shape[0] * scale_percent / 100)
dim = (width, height)
resized_image = cv2.resize(image, dim, interpolation=cv2.INTER_AREA)
# 创建一个窗口并显示缩小后的图像
cv2.namedWindow("Image")
cv2.imshow("Image", resized_image)
print("请在图像上选择爱心图标区域然后按Enter键确认。")
# 使用selectROI函数手动选择区域
roi = cv2.selectROI("Image", resized_image, showCrosshair=True, fromCenter=False)
# 将ROI坐标按原始图像尺寸放大
x, y, w, h = roi
x = int(x * image.shape[1] / resized_image.shape[1])
y = int(y * image.shape[0] / resized_image.shape[0])
w = int(w * image.shape[1] / resized_image.shape[1])
h = int(h * image.shape[0] / resized_image.shape[0])
# 根据选择的ROI提取爱心图标
if w > 0 and h > 0: # 确保选择的区域有宽度和高度
heart_icon = image[y:y + h, x:x + w]
# 转换为HSV颜色空间
hsv = cv2.cvtColor(heart_icon, cv2.COLOR_BGR2HSV)
# 定义红色的HSV范围
lower_red1 = np.array([0, 120, 70])
upper_red1 = np.array([10, 255, 255])
lower_red2 = np.array([170, 120, 70])
upper_red2 = np.array([180, 255, 255])
# 创建掩模
mask1 = cv2.inRange(hsv, lower_red1, upper_red1)
mask2 = cv2.inRange(hsv, lower_red2, upper_red2)
mask = mask1 + mask2
# 反转掩模,因为我们想要的是爱心图标,而不是背景
mask_inv = cv2.bitwise_not(mask)
# 应用掩模
heart_icon = cv2.bitwise_and(heart_icon, heart_icon, mask=mask_inv)
# 创建一个全透明的背景
height, width, channels = heart_icon.shape
roi = np.zeros((height, width, channels), dtype=np.uint8)
# 将爱心图标粘贴到透明背景上
for c in range(channels):
roi[:, :, c] = np.where(mask_inv == 255, heart_icon[:, :, c], roi[:, :, c])
# 图片名称
imgName = "temp.png"
# 保存结果
cv2.imwrite(imgName, roi)
# 显示结果
cv2.imshow("Heart Icon with Transparent Background", roi)
cv2.waitKey(0)
cv2.destroyAllWindows()
else:
print("未选择有效区域。")
# 根据名称获取图片完整地址
@classmethod
def imagePathWithName(cls, udid, name):
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current_file_path = os.path.abspath(__file__)
# 获取当前文件所在的目录即script目录
current_dir = os.path.dirname(current_file_path)
# 由于script目录位于项目根目录下一级因此需要向上一级目录移动两次
project_root = os.path.abspath(os.path.join(current_dir, '..'))
# 构建资源文件的完整路径,向上两级目录,然后进入 resources 目录
resource_path = os.path.abspath(os.path.join(project_root, "resources", udid, name + ".png")).replace('/', '\\')
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return resource_path
# 获取根目录
@classmethod
def getRootDir(cls):
current_file = os.path.abspath(__file__)
# 获取当前文件所在的目录
current_dir = os.path.dirname(current_file)
# 获取项目根目录(假设根目录是当前文件的父目录的父目录)
project_root = os.path.dirname(current_dir)
# 返回根目录
return project_root
# 创建一个以udid命名的目录
@classmethod
def makeUdidDir(cls, udid):
# 获取项目根目录
home = cls.getRootDir()
# 拼接 resources 目录的路径
resources_dir = os.path.join(home, "resources")
# 拼接 udid 目录的路径
udid_dir = os.path.join(resources_dir, udid)
# 检查 udid 目录是否存在,如果不存在则创建
if not os.path.exists(udid_dir):
try:
os.makedirs(udid_dir)
LogManager.info(f"目录 {udid_dir} 创建成功", udid)
print(f"目录 {udid_dir} 创建成功")
except Exception as e:
print(f"创建目录时出错: {e}")
LogManager.error(f"创建目录时出错: {e}", udid)
else:
LogManager.info(f"目录 {udid_dir} 已存在,跳过创建", udid)
print(f"目录 {udid_dir} 已存在,跳过创建")
# 查找首页按钮
# uuid 设备id
# click 是否点击该按钮
@classmethod
def findHomeButton(cls, udid="eca000fcb6f55d7ed9b4c524055214c26a7de7aa"):
client = wda.USBClient(udid)
session = client.session()
session.appium_settings({"snapshotMaxDepth": 10})
homeButton = session.xpath("//*[@label='首页']")
try:
if homeButton.label == "首页":
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print("1.找到了")
return homeButton
else:
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print("1.没找到")
return None
except Exception as e:
print(e)
return None
# 查找关闭按钮
@classmethod
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def findLiveCloseButton(cls, udid="eca000fcb6f55d7ed9b4c524055214c26a7de7aa"):
client = wda.USBClient(udid)
session = client.session()
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session.appium_settings({"snapshotMaxDepth": 10})
r = session.xpath("//XCUIElementTypeButton[@name='关闭屏幕']")
try:
if r.label == "关闭屏幕":
return r
else:
return None
except Exception as e:
print(e)
return None
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# 获取直播间窗口数量
@classmethod
def count_add_by_xml(cls, session):
xml = session.source()
root = ET.fromstring(xml)
return sum(
1 for e in root.iter()
if e.get('type') in ('XCUIElementTypeButton', 'XCUIElementTypeImage')
and (e.get('name') == '添加' or e.get('label') == '添加')
and (e.get('visible') in (None, 'true'))
)
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# 获取关注按钮
@classmethod
def getFollowButton(cls, session: Client):
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# followButton = session.xpath("//Window[1]/Other[1]/Other[1]/Other[1]/Other[1]/Other[1]/Other[1]/Other[1]/Other[1]/Other[1]/Other[2]/Other[2]/Other[1]/Other[1]/Other[3]/Other[1]/Other[1]/Button[1]")
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followButton = session.xpath('//XCUIElementTypeButton[@name="关注" or @label="关注"]')
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if followButton.exists:
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print("2.关注找到了")
LogManager.info("2.关注找到了")
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return followButton
else:
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print("2.关注没找到")
print("2.关注没找到")
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return None
# 查找发消息按钮
@classmethod
def getSendMesageButton(cls, session: Client):
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msgButton = session.xpath(
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'//XCUIElementTypeButton['
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'(@name="发消息" or @label="发消息" or '
'@name="发送 👋" or @label="发送 👋" or '
'@name="消息" or @label="消息")'
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' and @visible="true"]'
)
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if msgButton.exists:
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print("3.发消息按钮找到了")
LogManager.info("3.发消息按钮找到了")
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return msgButton
else:
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print("3.发消息按钮没找到")
LogManager.info("3.发消息按钮没找到")
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return None
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# 获取当前屏幕上的节点
@classmethod
def getCurrentScreenSource(cls):
client = wda.USBClient("eca000fcb6f55d7ed9b4c524055214c26a7de7aa")
print(client.source())
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# 查找app主页上的收件箱按钮
@classmethod
def getMsgBoxButton(cls, session: Client):
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# box = session.xpath("//XCUIElementTypeButton[name='a11y_vo_inbox']")
box = session(xpath='//XCUIElementTypeButton[@name="a11y_vo_inbox"]')
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if box.exists:
return box
else:
return None
# 获取收件箱中的未读消息数
@classmethod
def getUnReadMsgCount(cls, session: Client):
btn = cls.getMsgBoxButton(session)
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print(f"btn:{btn}")
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return cls.findNumber(btn.label)
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@classmethod
def extract_messages_from_xml(cls, xml: str):
"""
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解析 TikTok 聊天 XML返回当前屏幕可见的消息与时间分隔
[{"type":"time","text":"..."}, {"type":"msg","dir":"in|out","text":"..."}]
兼容 Table / CollectionView / ScrollView过滤系统提示/底部工具栏可见性使用重叠可视+容差
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"""
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if not isinstance(xml, str) or not xml.strip():
return []
try:
root = etree.fromstring(xml.encode("utf-8"))
except Exception:
return []
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# ---------- 小工具 ----------
def get_text(el):
s = (el.get('label') or el.get('name') or el.get('value') or '') or ''
return html.unescape(s.strip())
def is_visible(el):
"""无 visible 属性按可见处理;有且为 'false' 才视为不可见。"""
v = el.get('visible')
return (v is None) or (v.lower() == 'true')
# ---------- 屏幕尺寸 ----------
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app = root.xpath('/XCUIElementTypeApplication')
screen_w = cls.parse_float(app[0], 'width', 414.0) if app else 414.0
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screen_h = cls.parse_float(app[0], 'height', 736.0) if app else 736.0
# ---------- 主容器探测(评分选择最像聊天区的容器) ----------
def pick_container():
cands = []
for xp, ctype in (
('//XCUIElementTypeTable', 'table'),
('//XCUIElementTypeCollectionView', 'collection'),
('//XCUIElementTypeScrollView', 'scroll'),
):
nodes = [n for n in root.xpath(xp) if is_visible(n)]
for n in nodes:
y = cls.parse_float(n, 'y', 0.0)
h = cls.parse_float(n, 'height', screen_h)
# Cell 数越多越像聊天列表;越靠中间越像
cells = n.xpath('.//XCUIElementTypeCell')
score = len(cells) * 10 - abs((y + h / 2) - screen_h / 2)
cands.append((score, n, ctype))
if cands:
cands.sort(key=lambda t: t[0], reverse=True)
return cands[0][1], cands[0][2]
return None, None
container, container_type = pick_container()
# ---------- 可视区area_top, area_bot ----------
if container is not None:
area_top = cls.parse_float(container, 'y', 0.0)
area_h = cls.parse_float(container, 'height', screen_h)
area_bot = area_top + area_h
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else:
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# 顶栏底缘作为上边界(选最靠上的宽>200的块
blocks = [n for n in root.xpath('//XCUIElementTypeOther[@y and @height and @width>="200"]') if
is_visible(n)]
area_top = 0.0
if blocks:
blocks.sort(key=lambda n: cls.parse_float(n, 'y', 0.0))
b = blocks[0]
area_top = cls.parse_float(b, 'y', 0.0) + cls.parse_float(b, 'height', 0.0)
# 输入框 TextView 顶边作为下边界
tvs = [n for n in root.xpath('//XCUIElementTypeTextView') if is_visible(n)]
if tvs:
tvs.sort(key=lambda n: cls.parse_float(n, 'y', 0.0))
area_bot = cls.parse_float(tvs[-1], 'y', screen_h)
else:
area_bot = screen_h
if area_bot - area_top < 100:
area_top, area_bot = 0.0, screen_h
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def in_view(el) -> bool:
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if not is_visible(el):
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return False
y = cls.parse_float(el, 'y', -1e9)
h = cls.parse_float(el, 'height', 0.0)
by = y + h
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tol = 8.0 # 容差,避免边缘误判
return not (by <= area_top + tol or y >= area_bot - tol)
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# ---------- 时间分隔Header ----------
items = []
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for t in root.xpath('//XCUIElementTypeStaticText[contains(@traits, "Header")]'):
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if not in_view(t):
continue
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txt = get_text(t)
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if txt:
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items.append({'type': 'time', 'text': txt, 'y': cls.parse_float(t, 'y', 0.0)})
# ---------- 系统提示/横幅过滤 ----------
EXCLUDES_LITERAL = {
'Heart', 'Lol', 'ThumbsUp',
'分享发布内容', '视频贴纸标签页', '双击发送表情', '贴纸',
}
SYSTEM_PATTERNS = [
r"回复时接收通知", r"开启(私信)?通知", r"开启通知",
r"你打开了这个与 .* 的聊天。.*隐私",
r"在此用户接受你的消息请求之前,你最多只能发送 ?\d+ 条消息。?",
r"聊天消息条数已达上限,你将无法向该用户发送消息。?",
r"未发送$",
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r"Turn on (DM|message|direct message)?\s*notifications",
r"Enable notifications",
r"Get notified when .* replies",
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r"You opened this chat .* privacy",
r"Only \d+ message can be sent .* accepts .* request",
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]
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SYSTEM_RE = re.compile("|".join(SYSTEM_PATTERNS), re.IGNORECASE)
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# 排除底部贴纸/GIF/分享栏(通常是位于底部、较矮的一排 CollectionView
def is_toolbar_like(o) -> bool:
txt = get_text(o)
if txt in EXCLUDES_LITERAL:
return True
y = cls.parse_float(o, 'y', 0.0)
h = cls.parse_float(o, 'height', 0.0)
near_bottom = (area_bot - (y + h)) < 48
is_short = h <= 40
return near_bottom and is_short
# ---------- 收集消息候选 ----------
msg_nodes = []
if container is not None:
# 容器内优先找 Cell 下的文本节点Other/StaticText/TextView
cand = container.xpath(
'.//XCUIElementTypeCell//*[self::XCUIElementTypeOther or self::XCUIElementTypeStaticText or self::XCUIElementTypeTextView]'
'[@y and (@name or @label or @value)]'
)
for o in cand:
if not in_view(o):
continue
if is_toolbar_like(o):
continue
txt = get_text(o)
if not txt or SYSTEM_RE.search(txt):
continue
msg_nodes.append(o)
else:
# 全局兜底:排除直接挂在 CollectionView底部工具栏下的节点
cand = root.xpath(
'//XCUIElementTypeOther[@y and (@name or @label or @value)]'
' | //XCUIElementTypeStaticText[@y and (@name or @label or @value)]'
' | //XCUIElementTypeTextView[@y and (@name or @label or @value)]'
)
for o in cand:
p = o.getparent()
if p is not None and p.get('type') == 'XCUIElementTypeCollectionView':
continue
if not in_view(o) or is_toolbar_like(o):
continue
txt = get_text(o)
if not txt or SYSTEM_RE.search(txt):
continue
msg_nodes.append(o)
# ---------- 方向判定 & 组装 ----------
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for o in msg_nodes:
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txt = get_text(o)
if not txt or txt in EXCLUDES_LITERAL:
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continue
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# 找所在 Cell用于查头像
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cell = o.getparent()
while cell is not None and cell.get('type') != 'XCUIElementTypeCell':
cell = cell.getparent()
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x = cls.parse_float(o, 'x', 0.0)
y = cls.parse_float(o, 'y', 0.0)
w = cls.parse_float(o, 'width', 0.0)
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right_edge = x + w
direction = None
if cell is not None:
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avatars = [a for a in cell.xpath(
'.//XCUIElementTypeButton[@visible="true" and (@name="图片头像" or @label="图片头像")]'
) if is_visible(a)]
if avatars:
ax = cls.parse_float(avatars[0], 'x', 0.0)
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direction = 'in' if ax < (screen_w / 2) else 'out'
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if direction is None:
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direction = 'out' if right_edge > (screen_w * 0.75) else 'in'
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items.append({'type': 'msg', 'dir': direction, 'text': txt, 'y': y})
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# ---------- 排序 & 收尾 ----------
if items:
items.sort(key=lambda i: i.get('y', 0.0))
for it in items:
it.pop('y', None)
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return items
@classmethod
def parse_float(cls, el, attr, default=0.0):
try:
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v = el.get(attr)
if v is None:
return default
return float(v)
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except Exception:
return default
# 从导航栏读取主播名称。找不到时返回空字符串
@classmethod
def get_navbar_anchor_name(cls, session, timeout: float = 2.0) -> str:
"""只从导航栏读取主播名称。找不到时返回空字符串。"""
# 可选:限制快照深度,提升解析速度/稳定性
try:
session.appium_settings({"snapshotMaxDepth": 22})
except Exception:
pass
def _text_of(el) -> str:
info = getattr(el, "info", {}) or {}
return (info.get("label") or info.get("name") or info.get("value") or "").strip()
def _clean_tail(s: str) -> str:
return re.sub(r"[,、,。.\s]+$", "", s).strip()
# 导航栏容器:从“返回”按钮向上找最近祖先,且该祖先内包含“更多/举报”(多语言兜底)
NAV_CONTAINER = (
"//XCUIElementTypeButton"
"[@name='返回' or @label='返回' or @name='Back' or @label='Back' or @name='戻る' or @label='戻る']"
"/ancestor::XCUIElementTypeOther"
"[ .//XCUIElementTypeButton"
" [@name='更多' or @label='更多' or @name='More' or @label='More' or "
" @name='その他' or @label='その他' or @name='詳細' or @label='詳細' or "
" @name='举报' or @label='举报' or @name='Report' or @label='Report' or "
" @name='報告' or @label='報告']"
"][1]"
)
# ① 优先:可访问的 Other自身有文本且不含子 Button更贴近 TikTok 的实现
XPATH_TITLE_OTHER = (
NAV_CONTAINER +
"//XCUIElementTypeOther[@accessible='true' and count(.//XCUIElementTypeButton)=0 "
" and (string-length(@name)>0 or string-length(@label)>0 or string-length(@value)>0)"
"][1]"
)
# ② 退路:第一个 StaticText
XPATH_TITLE_STATIC = (
NAV_CONTAINER +
"//XCUIElementTypeStaticText[string-length(@value)>0 or string-length(@label)>0 or string-length(@name)>0][1]"
)
# 尝试 ①
q = session.xpath(XPATH_TITLE_OTHER)
if q.wait(timeout):
t = _clean_tail(_text_of(q.get()))
if t:
return t
# 尝试 ②
q2 = session.xpath(XPATH_TITLE_STATIC)
if q2.wait(1.0):
t = _clean_tail(_text_of(q2.get()))
if t:
return t
return ""
# 检查字符串中是否包含中文
@classmethod
def contains_chinese(cls, text):
"""
判断字符串中是否包含中文字符
参数:
text (str): 要检测的字符串
返回:
bool: 如果字符串中包含中文返回 True否则返回 False
"""
# 使用正则表达式匹配中文字符
pattern = re.compile(r'[\u4e00-\u9fff]')
return bool(pattern.search(text))
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@classmethod
def is_language(cls, text: str) -> bool:
if not text:
return False
for ch in text:
if unicodedata.category(ch).startswith("L"):
return True
return False
@classmethod
def _read_json_list(cls, file_path: Path) -> list:
"""读取为 list读取失败或不是 list 则返回空数组"""
if not file_path.exists():
return []
try:
with open(file_path, "r", encoding="utf-8") as f:
data = json.load(f)
return data if isinstance(data, list) else []
except Exception as e:
LogManager.error(f"[acList] 读取失败,将按空数组处理: {e}")
return []
@classmethod
def _write_json_list(cls, file_path: Path, data: list) -> None:
file_path.parent.mkdir(parents=True, exist_ok=True)
with open(file_path, "w", encoding="utf-8") as f:
json.dump(data, f, ensure_ascii=False, indent=2)
@staticmethod
def _normalize_anchor_items(items):
"""
规范化输入为 [{anchorId, country}] 的列表
- 允许传入单个对象对象列表字符串 anchorId
- 过滤不合规项
"""
result = []
if items is None:
return result
if isinstance(items, dict):
# 单个对象
aid = items.get("anchorId")
if aid:
result.append({"anchorId": str(aid), "country": items.get("country", "")})
return result
if isinstance(items, list):
for it in items:
if isinstance(it, dict):
aid = it.get("anchorId")
if aid:
result.append({"anchorId": str(aid), "country": it.get("country", "")})
elif isinstance(it, str):
result.append({"anchorId": it, "country": ""})
return result
if isinstance(items, str):
result.append({"anchorId": items, "country": ""})
return result
# -------- 追加(对象数组平铺追加) --------
@classmethod
def save_aclist_flat_append(cls, acList, filename="log/acList.json"):
"""
anchor 对象数组平铺追加到 JSON 文件数组
期望 acList 形如
[
{"anchorId": "ldn327_", "country": ""},
{"anchorId": "tianliang30", "country": ""}
]
"""
file_path = Path(filename)
data = cls._read_json_list(file_path)
# 规范化输入,确保都是 {anchorId, country}
to_add = cls._normalize_anchor_items(acList)
if not to_add:
LogManager.info("[acList] 传入为空或不合规,跳过写入")
return
data.extend(to_add)
cls._write_json_list(file_path, data)
LogManager.info(f"[acList] 已追加 {len(to_add)} 条,当前总数={len(data)} -> {file_path}")
# -------- 弹出(取一个删一个) --------
@classmethod
def pop_aclist_first(cls, filename="log/acList.json"):
"""
JSON 数组中取出第一个 anchor 对象并删除它为空或文件不存在返回 None
返回形如{"anchorId": "...", "country": "..."}
"""
file_path = Path(filename)
data = cls._read_json_list(file_path)
if not data:
return None
first = data.pop(0)
# 兜底保证结构
norm = cls._normalize_anchor_items(first)
first = norm[0] if norm else None
cls._write_json_list(file_path, data)
return first
@classmethod
def delete_anchors_by_ids(cls, ids: list[str], filename="log/acList.json") -> int:
"""
根据 anchorId 列表从 JSON 文件中删除匹配的 anchor
返回删除数量
"""
file_path = Path(filename)
if not file_path.exists():
return 0
try:
with open(file_path, "r", encoding="utf-8") as f:
data = json.load(f)
if not isinstance(data, list):
return 0
except Exception as e:
LogManager.error(f"[delete_anchors_by_ids] 读取失败: {e}")
return 0
before = len(data)
# 保留不在 ids 里的对象
data = [d for d in data if isinstance(d, dict) and d.get("anchorId") not in ids]
deleted = before - len(data)
try:
with open(file_path, "w", encoding="utf-8") as f:
json.dump(data, f, ensure_ascii=False, indent=2)
except Exception as e:
LogManager.error(f"[delete_anchors_by_ids] 写入失败: {e}")
return deleted