#下面程序运行地报错：
分析过程中发生错误
启动分析线程失败
: 'MultiModalApp' object
has no attribute 'update_progress'
Traceback
(most recent call last
):
File "D
:\PyCharmMiscProject\2
025
-08
-1
0——Rag高度增能.py", line 1
044, in _
analyze_image
self.
analysis_thread.progress_updated.connect
(self.update_progress
)
^^^^^^^^^^^^^^^^^^^^
Attribute
Error: 'MultiModalApp' object
has no attribute 'update_progress'
——————————————————————————————————————————————————————————————————————————————
import sys
import os
import base64
import json
import requests
import webbrowser
import traceback
import psutil
from datetime import datetime
from PyQt5.QtWidgets import
(
QApplication, QMainWindow, QWidget, QVBoxLayout, QHBoxLayout, QLabel,
QPushButton, QTextEdit, QFileDialog, QGroupBox, QSlider,
QDoubleSpinBox, QProgressBar, QSplitter, QMessageBox,
QListWidget, QListWidgetItem, QSystemTrayIcon, QMenu, QAction,
QComboBox, QTabWidget, QScrollArea, QCheckBox, QInputDialog, QLineEdit,
QStyle, QSizePolicy
)
from PyQt5.QtGui import
(
QPixmap, QFont, QPalette, QColor, QTextCursor, QIcon,
QTextDocumentWriter, QTextDocument, QImage, QPainter
)
from PyQt5.QtCore import
(
Qt, QSize, QThread, pyqtSignal, QTimer, QSettings, QMutex,
QCoreApplication, QBuffer
)
from PIL import Image, ImageOps
# 配置OLLAMA API设置
OLLAMA_HOST = "http
://localhost
:11434"
HISTORY_FILE = "history.json"
SETTINGS_FILE = "settings.ini"
MAX_COMPRESSED_SIZE = 1
024 # 最大压缩尺寸
MAX_THREADS = 2 # 最大并发线程数
# 全局锁防止资源冲突
analysis_mutex = QMutex
()
class ModelLoaderThread
(QThread
):
models_loaded = pyqtSignal
(list
)
error_
occurred = pyqtSignal
(str
)
def run
(self
):
try
:
response = requests.get
(f"{OLLAMA_HOST}/api/tags", timeout=1
0)
response.raise_for_status
()
models_data = response.json
()
models = []
for model in models_data.get
("models", []
):
# 保留完整的模型名称（包含冒号）
model_name = model["name"]
models.append
(model_name
)
self.models_loaded.emit
(models
)
except Exception as e
:
self.
error_
occurred.emit
(f"模型加载失败
: {str
(e
)}"
)
class Image
AnalysisThread
(QThread
):
analysis_complete = pyqtSignal
(str, str
) # 结果, 图片路径
progress_updated = pyqtSignal
(int
)
error_
occurred = pyqtSignal
(str
)
stream_data = pyqtSignal
(str
)
def __init__
(self, model_name, image_path, temperature, max_tokens, prompt, parent=None
):
super
().__init__
(parent
)
self.model_name = model_name
self.image_path = image_path
self.temperature = temperature
self.max_tokens = max_tokens
self.prompt = prompt
self._is_
running = True
def run
(self
):
# 获取锁，防止多个线程同时访问资源
analysis_mutex.lock
()
try
:
# 检查图片文件是否存在
if not os.path.exists
(self.image_path
):
self.
error_
occurred.emit
(f"图片文件不存在
: {self.image_path}"
)
return
# 压缩图片
compressed_path = self.compress_image
(self.image_path
)
if not compressed_path
:
compressed_path = self.image_path
# 读取并编码图片为base64
with open
(compressed_path, "rb"
) as image_file
:
base64_image = base64.b64encode
(image_file.read
()).decode
("utf
-8"
)
# 构建请求数据
data = {
"model"
: self.model_name,
"prompt"
: self.prompt,
"images"
: [base64_image],
"stream"
: True,
"options"
: {
"temperature"
: self.temperature,
"num_predict"
: self.max_tokens
}
}
# 发送请求并处理流式响应
response = requests.post
(
f"{OLLAMA_HOST}/api/generate",
json=data,
stream=True,
timeout=6
0
)
response.raise_for_status
()
full_response = ""
for line in response.iter_lines
():
if not self._is_
running:
break
if line
:
decoded_line = line.decode
("utf
-8"
)
try
:
json_data = json.loads
(decoded_line
)
if "response" in json_data
:
chunk = json_data["response"]
full_response += chunk
self.stream_data.emit
(chunk
)
if "done" in json_data
and json_data["done"]
:
break
if "
error" in json_data
:
self.
error_
occurred.emit
(json_data["
error"]
)
return
except json.JSONDecode
Error:
self.
error_
occurred.emit
("无效的API响应"
)
return
if self._is_
running:
self.
analysis_complete.emit
(full_response, self.image_path
)
except Exception as e
:
error_msg = f"API调用失败
: {str
(e
)}\n\n{traceback.format_exc
()}"
self.
error_
occurred.emit
(error_msg
)
finally
:
# 确保无论发生什么都会释放锁
analysis_mutex.unlock
()
# 删除临时压缩文件
if compressed_path != self.image_path
and os.path.exists
(compressed_path
):
try
:
os.remove
(compressed_path
)
except
:
pass
def compress_image
(self, image_path
):
"""压缩图片以减小内存占用"""
try
:
# 检查文件大小
file_size = os.path.getsize
(image_path
) /
(1
024 * 1
024
) # MB
if file_size < 1
: # 小于1MB不需要压缩
return image_path
# 打开图片
img = Image.open
(image_path
)
# 如果图片尺寸过大，调整尺寸
if max
(img.size
) > MAX_COMPRESSED_SIZE
:
img.thumbnail
((MAX_COMPRESSED_SIZE, MAX_COMPRESSED_SIZE
), Image.L
ANCZOS
)
# 创建临时文件路径
temp_path = f"temp_compressed_{os.path.basename
(image_path
)}"
# 保存压缩后的图片
if image_path.lower
().endswith
('.png'
):
img.save
(temp_path, optimize=True, quality=85, format='PNG'
)
else
:
img.save
(temp_path, optimize=True, quality=85
)
return temp_path
except Exception as e
:
print
(f"图片压缩失败
: {str
(e
)}"
)
return image_path
def stop
(self
):
self._is_
running = False
class ExportThread
(QThread
):
export_finished = pyqtSignal
(str, bool
)
def __init__
(self, content, file_path, format_type, parent=None
):
super
().__init__
(parent
)
self.content = content
self.file_path = file_path
self.format_type = format_type
def run
(self
):
try
:
if self.format_type == "html"
:
with open
(self.file_path, "w", encoding="utf
-8"
) as f
:
f.write
(self.content
)
elif self.format_type == "txt"
:
with open
(self.file_path, "w", encoding="utf
-8"
) as f
:
f.write
(self.content
)
elif self.format_type == "pdf"
:
doc = QTextDocument
()
doc.setHtml
(self.content
)
writer = QTextDocumentWriter
(self.file_path
)
writer.write
(doc
)
self.export_finished.emit
(self.file_path, True
)
except Exception as e
:
self.export_finished.emit
(str
(e
), False
)
class MultiModalApp
(QMainWindow
):
def __init__
(self
):
super
().__init__
()
self.image_paths = []
self.current_image_index =
0
self.history = []
self.active_threads =
0
self.settings = QSettings
(SETTINGS_FILE, QSettings.IniFormat
)
self.initUI
()
self.load_settings
()
self.setWindowTitle
("增强版多模态大模型图像解读系统"
)
self.setGeometry
(1
00, 1
00, 192
0, 1
000)
# 初始化系统托盘
self.init_tray_icon
()
# 创建资源监控定时器
self.resource_timer = QTimer
(self
)
self.resource_timer.timeout.connect
(self.monitor_resources
)
self.resource_timer.start
(5
000) # 每5秒监控一次
QTimer.singleShot
(5
00, self.load_models
)
def initUI
(self
):
# 创建暗色主题样式表
self.setStyleSheet
("""
/* 主窗口样式 */
QMainWindow {
background
-color
: #
0a192f;
}
/* 分组框样式 */
QGroupBox {
border
: 2px solid #64ffda;
border
-radius
: 1
0px;
margin
-top
: 1ex;
color
: #ccd6f6;
font
-weight
: bold;
}
/* 标签样式 */
QLabel {
color
: #ccd6f6;
}
/* 按钮样式 */
QPushButton {
background
-color
: #11224
0;
color
: #64ffda;
border
: 1px solid #64ffda;
border
-radius
: 5px;
padding
: 5px 1
0px;
font
-weight
: bold;
}
QPushButton
:disabled {
background
-color
: #
0d1b3
0;
color
: #4a8f7c;
border
: 1px solid #4a8f7c;
}
/* 文本框样式 */
QTextEdit {
background
-color
: #
0a192f;
color
: #a8b2d1;
border
: 1px solid #64ffda;
border
-radius
: 5px;
padding
: 5px;
font
-size
: 12pt;
}
/* 选项卡样式 */
QTabWidget
::p
ane {
border
: 1px solid #64ffda;
border
-radius
: 5px;
background
: #
0a192f;
}
QTabBar
::tab {
background
: #11224
0;
color
: #ccd6f6;
padding
: 8px;
border
: 1px solid #64ffda;
border
-bottom
: none;
border
-top
-left
-radius
: 4px;
border
-top
-right
-radius
: 4px;
}
QTabBar
::tab
:selected {
background
: #233554;
color
: #64ffda;
}
/* 列表样式 */
QListWidget {
background
-color
: #
0a192f;
color
: #a8b2d1;
border
: 1px solid #64ffda;
border
-radius
: 5px;
}
QListWidget
::item {
padding
: 5px;
}
QListWidget
::item
:selected {
background
-color
: #233554;
color
: #64ffda;
}
/* 进度条样式 */
QProgressBar {
border
: 1px solid #64ffda;
border
-radius
: 5px;
text
-align
: center;
background
-color
: #
0a192f;
color
: #64ffda;
}
QProgressBar
::chunk {
background
-color
: #64ffda;
width
: 1
0px;
}
/* 状态标签样式 */
#statusLabel {
color
: #64ffda;
font
-weight
: bold;
padding
: 2px 5px;
border
-radius
: 3px;
background
-color
: #11224
0;
}
"""
)
# 设置主窗口布局
central_widget = QWidget
()
self.setCentralWidget
(central_widget
)
main_layout = QVBoxLayout
(central_widget
)
# 标题区域
title_layout = QHBoxLayout
()
self.title_label = QLabel
("增强版多模态大模型图像解读系统"
)
self.title_label.setStyleSheet
("font
-size
: 24pt; font
-weight
: bold; color
: #64ffda;"
)
title_layout.addWidget
(self.title_label
)
# 添加主题切换按钮
self.
theme_button = QPushButton
("切换主题"
)
self.
theme_button.clicked.connect
(self.toggle_
theme
)
title_layout.addWidget
(self.
theme_button
)
main_layout.addLayout
(title_layout
)
# 主内容区域
splitter = QSplitter
(Qt.Horizontal
)
# 左侧控制面板
left_p
anel = QWidget
()
left_layout = QVBoxLayout
(left_p
anel
)
left_layout.setContentsMargins
(5, 5, 5, 5
)
# 图片预览区域（改为选项卡形式）
self.image_tabs = QTabWidget
()
self.image_tabs.setTabsClosable
(True
)
self.image_tabs.tabCloseRequested.connect
(self.close_image_tab
)
left_layout.addWidget
(self.image_tabs, 3
)
# 控制面板区域
control_tabs = QTabWidget
()
# 模型控制选项卡
model_tab = QWidget
()
self.
setup_model_tab
(model_tab
)
control_tabs.addTab
(model_tab, "模型设置"
)
# 参数控制选项卡
param_tab = QWidget
()
self.
setup_param_tab
(param_tab
)
control_tabs.addTab
(param_tab, "参数设置"
)
# 预设控制选项卡
preset_tab = QWidget
()
self.
setup_preset_tab
(preset_tab
)
control_tabs.addTab
(preset_tab, "预设管理"
)
left_layout.addWidget
(control_tabs, 2
)
# 右侧结果面板
right_p
anel = QWidget
()
right_layout = QVBoxLayout
(right_p
anel
)
right_layout.setContentsMargins
(5, 5, 5, 5
)
# 结果展示区域
result_tabs = QTabWidget
()
# 分析结果选项卡
self.result_tab = QWidget
()
self.
setup_result_tab
(self.result_tab
)
result_tabs.addTab
(self.result_tab, "分析结果"
)
# 历史记录选项卡
self.history_tab = QWidget
()
self.
setup_history_tab
(self.history_tab
)
result_tabs.addTab
(self.history_tab, "历史记录"
)
right_layout.addWidget
(result_tabs
)
# 添加面板到分割器
splitter.addWidget
(left_p
anel
)
splitter.addWidget
(right_p
anel
)
splitter.setSizes
([8
00, 11
00]
)
main_layout.addWidget
(splitter
)
# 状态栏
self.status_bar = self.statusBar
()
self.status_bar.setStyleSheet
("background
-color
: #11224
0; color
: #64ffda;"
)
# 资源监控标签
self.resource_label = QLabel
()
self.resource_label.setObjectName
("statusLabel"
)
self.status_bar.addPerm
anentWidget
(self.resource_label
)
# 进度条
self.progress_bar = QProgressBar
()
self.progress_bar.setR
ange
(0, 1
00)
self.progress_bar.setFixedWidth
(2
00)
self.status_bar.addPerm
anentWidget
(self.progress_bar
)
# 活动线程标签
self.thread_label = QLabel
("线程
: 0"
)
self.thread_label.setObjectName
("statusLabel"
)
self.status_bar.addPerm
anentWidget
(self.thread_label
)
self.status_bar.showMessage
("系统已就绪"
)
def
setup_model_tab
(self, tab
):
layout = QVBoxLayout
(tab
)
layout.setContentsMargins
(5, 5, 5, 5
)
# 模型选择区域
model_group = QGroupBox
("模型选择"
)
model_layout = QVBoxLayout
()
self.model_list = QListWidget
()
self.model_list.setMaximumHeight
(15
0)
self.model_list.addItem
("正在加载模型..."
)
self.refresh_models_button = QPushButton
("刷新模型列表"
)
self.refresh_models_button.clicked.connect
(self.load_models
)
model_layout.addWidget
(self.model_list
)
model_layout.addWidget
(self.refresh_models_button
)
model_group.setLayout
(model_layout
)
layout.addWidget
(model_group
)
# 图片操作区域
image_group = QGroupBox
("图片操作"
)
image_layout = QVBoxLayout
()
self.load_button = QPushButton
("加载图片"
)
self.load_button.clicked.connect
(self.load_image
)
self.load_multiple_button = QPushButton
("批量加载图片"
)
self.load_multiple_button.clicked.connect
(self.load_multiple_images
)
self.clear_images_button = QPushButton
("清除所有图片"
)
self.clear_images_button.clicked.connect
(self.clear_all_images
)
image_layout.addWidget
(self.load_button
)
image_layout.addWidget
(self.load_multiple_button
)
image_layout.addWidget
(self.clear_images_button
)
image_group.setLayout
(image_layout
)
layout.addWidget
(image_group
)
# 分析控制区域
control_group = QGroupBox
("分析控制"
)
control_layout = QVBoxLayout
()
self.
analyze_button = QPushButton
("分析当前图片"
)
self.
analyze_button.clicked.connect
(self.
analyze_image
)
self.
analyze_button.setEnabled
(False
)
self.
analyze_all_button = QPushButton
("批量分析所有图片"
)
self.
analyze_all_button.clicked.connect
(self.
analyze_all_images
)
self.
analyze_all_button.setEnabled
(False
)
self.stop_button = QPushButton
("停止分析"
)
self.stop_button.clicked.connect
(self.stop_
analysis
)
self.stop_button.setEnabled
(False
)
control_layout.addWidget
(self.
analyze_button
)
control_layout.addWidget
(self.
analyze_all_button
)
control_layout.addWidget
(self.stop_button
)
control_group.setLayout
(control_layout
)
layout.addWidget
(control_group
)
def
setup_param_tab
(self, tab
):
layout = QVBoxLayout
(tab
)
layout.setContentsMargins
(5, 5, 5, 5
)
# 温度控制
temp_group = QGroupBox
("温度控制"
)
temp_layout = QHBoxLayout
()
self.temp_slider = QSlider
(Qt.Horizontal
)
self.temp_slider.setR
ange
(0, 1
00)
self.temp_slider.setValue
(5
0)
self.temp_value = QDoubleSpinBox
()
self.temp_value.setR
ange
(0.
0, 1.
0)
self.temp_value.setSingleStep
(0.1
)
self.temp_value.setValue
(0.5
)
self.temp_value.setDecimals
(1
)
self.temp_slider.valueCh
anged.connect
(lambda val
: self.temp_value.setValue
(val / 1
00))
self.temp_value.valueCh
anged.connect
(lambda val
: self.temp_slider.setValue
(int
(val * 1
00)))
temp_layout.addWidget
(self.temp_slider
)
temp_layout.addWidget
(self.temp_value
)
temp_group.setLayout
(temp_layout
)
layout.addWidget
(temp_group
)
# Token控制
token_group = QGroupBox
("Token控制"
)
token_layout = QHBoxLayout
()
self.token_spin = QDoubleSpinBox
()
self.token_spin.setR
ange
(1
00, 5
000)
self.token_spin.setValue
(1
000)
self.token_spin.setSingleStep
(1
00)
token_layout.addWidget
(QLabel
("最大Token
:"
))
token_layout.addWidget
(self.token_spin
)
token_group.setLayout
(token_layout
)
layout.addWidget
(token_group
)
# 提示词区域
prompt_group = QGroupBox
("提示词设置"
)
prompt_layout = QVBoxLayout
()
self.prompt_edit = QTextEdit
()
self.prompt_edit.setPlainText
(
"请用中文详细描述这张图片的内容，要求描述清晰、有条理，分段落呈现，各段首行按要求缩进2个汉字。"
)
self.prompt_edit.setMinimumHeight
(15
0)
prompt_layout.addWidget
(self.prompt_edit
)
prompt_group.setLayout
(prompt_layout
)
layout.addWidget
(prompt_group
)
def
setup_preset_tab
(self, tab
):
layout = QVBoxLayout
(tab
)
layout.setContentsMargins
(5, 5, 5, 5
)
# 预设管理
preset_group = QGroupBox
("预设管理"
)
preset_layout = QVBoxLayout
()
self.preset_combo = QComboBox
()
self.preset_combo.addItems
(["默认预设", "详细描述", "创意写作", "技术分析"]
)
button_layout = QHBoxLayout
()
self.load_preset_button = QPushButton
("加载预设"
)
self.load_preset_button.clicked.connect
(self.load_preset
)
self.save_preset_button = QPushButton
("保存预设"
)
self.save_preset_button.clicked.connect
(self.save_preset
)
self.delete_preset_button = QPushButton
("删除预设"
)
self.delete_preset_button.clicked.connect
(self.delete_preset
)
button_layout.addWidget
(self.load_preset_button
)
button_layout.addWidget
(self.save_preset_button
)
button_layout.addWidget
(self.delete_preset_button
)
preset_layout.addWidget
(self.preset_combo
)
preset_layout.addLayout
(button_layout
)
preset_group.setLayout
(preset_layout
)
layout.addWidget
(preset_group
)
# 自动保存设置
auto_save_group = QGroupBox
("自动保存设置"
)
auto_save_layout = QVBoxLayout
()
self.auto_save_check = QCheckBox
("自动保存分析结果"
)
self.auto_save_check.setChecked
(True
)
self.auto_save_path_button = QPushButton
("选择保存路径"
)
self.auto_save_path_button.clicked.connect
(self.select_auto_save_path
)
self.auto_save_path_label = QLabel
("默认保存位置
: 程序目录/results"
)
self.auto_save_path_label.setWordWrap
(True
)
auto_save_layout.addWidget
(self.auto_save_check
)
auto_save_layout.addWidget
(self.auto_save_path_button
)
auto_save_layout.addWidget
(self.auto_save_path_label
)
auto_save_group.setLayout
(auto_save_layout
)
layout.addWidget
(auto_save_group
)
def
setup_result_tab
(self, tab
):
layout = QVBoxLayout
(tab
)
layout.setContentsMargins
(5, 5, 5, 5
)
# 结果展示区域
result_group = QGroupBox
("分析结果"
)
result_layout = QVBoxLayout
()
self.result_edit = QTextEdit
()
self.result_edit.setReadOnly
(True
)
# 结果操作按钮
button_layout = QHBoxLayout
()
self.save_result_button = QPushButton
("保存结果"
)
self.save_result_button.clicked.connect
(self.save_result
)
self.copy_result_button = QPushButton
("复制结果"
)
self.copy_result_button.clicked.connect
(self.copy_result
)
self.clear_result_button = QPushButton
("清除结果"
)
self.clear_result_button.clicked.connect
(self.clear_results
)
button_layout.addWidget
(self.save_result_button
)
button_layout.addWidget
(self.copy_result_button
)
button_layout.addWidget
(self.clear_result_button
)
result_layout.addWidget
(self.result_edit
)
result_layout.addLayout
(button_layout
)
result_group.setLayout
(result_layout
)
layout.addWidget
(result_group
)
def
setup_history_tab
(self, tab
):
layout = QVBoxLayout
(tab
)
layout.setContentsMargins
(5, 5, 5, 5
)
# 历史记录区域
history_group = QGroupBox
("历史记录"
)
history_layout = QVBoxLayout
()
self.history_list = QListWidget
()
self.history_list.itemDoubleClicked.connect
(self.load_history_item
)
# 历史操作按钮
button_layout = QHBoxLayout
()
self.load_history_button = QPushButton
("加载历史"
)
self.load_history_button.clicked.connect
(self.load_history
)
self.clear_history_button = QPushButton
("清除历史"
)
self.clear_history_button.clicked.connect
(self.clear_history
)
button_layout.addWidget
(self.load_history_button
)
button_layout.addWidget
(self.clear_history_button
)
history_layout.addWidget
(self.history_list
)
history_layout.addLayout
(button_layout
)
history_group.setLayout
(history_layout
)
layout.addWidget
(history_group
)
def init_tray_icon
(self
):
"""初始化系统托盘图标"""
self.tray_icon = QSystemTrayIcon
(self
)
# 使用系统默认图标
icon = self.style
().st
andardIcon
(QStyle.SP_ComputerIcon
)
self.tray_icon.setIcon
(icon
)
tray_menu = QMenu
()
show_action = QAction
("显示窗口", self
)
show_action.triggered.connect
(self.show_normal
)
tray_menu.addAction
(show_action
)
exit_action = QAction
("退出", self
)
exit_action.triggered.connect
(self.close
)
tray_menu.addAction
(exit_action
)
self.tray_icon.setContextMenu
(tray_menu
)
self.tray_icon.show
()
# 托盘图标点击事件
self.tray_icon.activated.connect
(self.tray_icon_clicked
)
def show_normal
(self
):
"""从托盘恢复窗口显示"""
self.showNormal
()
self.activateWindow
()
def tray_icon_clicked
(self, reason
):
"""处理托盘图标点击事件"""
if reason == QSystemTrayIcon.DoubleClick
:
self.show_normal
()
def toggle_
theme
(self
):
"""切换主题"""
if self.
theme_button.text
() == "切换主题"
:
# 切换到浅色主题
self.setStyleSheet
("""
QMainWindow {
background
-color
: #f5f5f5;
}
QGroupBox {
border
: 2px solid #2c3e5
0;
border
-radius
: 1
0px;
margin
-top
: 1ex;
color
: #2c3e5
0;
font
-weight
: bold;
}
QLabel {
color
: #2c3e5
0;
}
QPushButton {
background
-color
: #ecf
0f1;
color
: #2c3e5
0;
border
: 1px solid #bdc3c7;
border
-radius
: 5px;
padding
: 5px 1
0px;
font
-weight
: bold;
}
QPushButton
:disabled {
background
-color
: #d5dbdb;
color
: #7f8c8d;
border
: 1px solid #bdc3c7;
}
QTextEdit {
background
-color
: #ffffff;
color
: #2c3e5
0;
border
: 1px solid #bdc3c7;
border
-radius
: 5px;
padding
: 5px;
font
-size
: 12pt;
}
QListWidget {
background
-color
: #ffffff;
color
: #2c3e5
0;
border
: 1px solid #bdc3c7;
border
-radius
: 5px;
}
QListWidget
::item {
padding
: 5px;
}
QListWidget
::item
:selected {
background
-color
: #3498db;
color
: #ffffff;
}
QProgressBar {
border
: 1px solid #2c3e5
0;
border
-radius
: 5px;
text
-align
: center;
background
-color
: #ecf
0f1;
color
: #2c3e5
0;
}
QProgressBar
::chunk {
background
-color
: #3498db;
width
: 1
0px;
}
#statusLabel {
color
: #2c3e5
0;
font
-weight
: bold;
padding
: 2px 5px;
border
-radius
: 3px;
background
-color
: #ecf
0f1;
}
"""
)
self.
theme_button.setText
("切换回暗色"
)
self.title_label.setStyleSheet
("font
-size
: 24pt; font
-weight
: bold; color
: #2c3e5
0;"
)
self.status_bar.setStyleSheet
("background
-color
: #ecf
0f1; color
: #2c3e5
0;"
)
else
:
# 切换回暗色主题
self.setStyleSheet
("""
QMainWindow {
background
-color
: #
0a192f;
}
QGroupBox {
border
: 2px solid #64ffda;
border
-radius
: 1
0px;
margin
-top
: 1ex;
color
: #ccd6f6;
font
-weight
: bold;
}
QLabel {
color
: #ccd6f6;
}
QPushButton {
background
-color
: #11224
0;
color
: #64ffda;
border
: 1px solid #64ffda;
border
-radius
: 5px;
padding
: 5px 1
0px;
font
-weight
: bold;
}
QPushButton
:disabled {
background
-color
: #
0d1b3
0;
color
: #4a8f7c;
border
: 1px solid #4a8f7c;
}
QTextEdit {
background
-color
: #
0a192f;
color
: #a8b2d1;
border
: 1px solid #64ffda;
border
-radius
: 5px;
padding
: 5px;
font
-size
: 12pt;
}
QListWidget {
background
-color
: #
0a192f;
color
: #a8b2d1;
border
: 1px solid #64ffda;
border
-radius
: 5px;
}
QListWidget
::item {
padding
: 5px;
}
QListWidget
::item
:selected {
background
-color
: #233554;
color
: #64ffda;
}
QProgressBar {
border
: 1px solid #64ffda;
border
-radius
: 5px;
text
-align
: center;
background
-color
: #
0a192f;
color
: #64ffda;
}
QProgressBar
::chunk {
background
-color
: #64ffda;
width
: 1
0px;
}
#statusLabel {
color
: #64ffda;
font
-weight
: bold;
padding
: 2px 5px;
border
-radius
: 3px;
background
-color
: #11224
0;
}
"""
)
self.
theme_button.setText
("切换主题"
)
self.title_label.setStyleSheet
("font
-size
: 24pt; font
-weight
: bold; color
: #64ffda;"
)
self.status_bar.setStyleSheet
("background
-color
: #11224
0; color
: #64ffda;"
)
def load_settings
(self
):
"""加载程序设置"""
self.settings.beginGroup
("MainWindow"
)
self.restoreGeometry
(self.settings.value
("geometry", self.saveGeometry
()))
self.restoreState
(self.settings.value
("windowState", self.saveState
()))
self.settings.endGroup
()
# 加载历史记录
self.load_history
()
# 加载自动保存路径
auto_save_path = self.settings.value
("AutoSave/path", "results"
)
self.auto_save_path_label.setText
(f"保存位置
: {auto_save_path}"
)
def save_settings
(self
):
"""保存程序设置"""
self.settings.beginGroup
("MainWindow"
)
self.settings.setValue
("geometry", self.saveGeometry
())
self.settings.setValue
("windowState", self.saveState
())
self.settings.endGroup
()
# 保存历史记录
self.save_history
()
def load_models
(self
):
"""加载可用模型列表"""
self.model_list.clear
()
self.model_list.addItem
("正在加载模型..."
)
self.model_loader_thread = ModelLoaderThread
()
self.model_loader_thread.models_loaded.connect
(self.update_model_list
)
self.model_loader_thread.
error_
occurred.connect
(self.h
andle_model_load_
error)
self.model_loader_thread.start
()
def update_model_list
(self, models
):
"""更新模型列表"""
self.model_list.clear
()
if not models
:
self.model_list.addItem
("没有找到可用模型"
)
return
for model in models
:
# 显示完整的模型名称（包含冒号）
item = QListWidgetItem
(f"● {model}"
)
item.setData
(Qt.UserRole, model
)
self.model_list.addItem
(item
)
# 默认选择第一个模型
if models
:
self.model_list.setCurrentRow
(0)
def h
andle_model_load_
error(self,
error_msg
):
"""处理模型加载错误"""
self.model_list.clear
()
self.model_list.addItem
(error_msg
)
self.status_bar.showMessage
(error_msg
)
def load_image
(self
):
"""加载单张图片"""
file_path, _ = QFileDialog.getOpenFileName
(
self, "选择图片", "",
"图片文件
(*.png *.jpg *.jpeg *.bmp *.gif
)"
)
if file_path
:
self.add_image_tab
(file_path
)
def load_multiple_images
(self
):
"""批量加载多张图片"""
file_paths, _ = QFileDialog.getOpenFileNames
(
self, "选择多张图片", "",
"图片文件
(*.png *.jpg *.jpeg *.bmp *.gif
)"
)
if file_paths
:
for file_path in file_paths
:
self.add_image_tab
(file_path
)
def add_image_tab
(self, file_path
):
"""添加图片选项卡"""
try
:
pixmap = QPixmap
(file_path
)
if pixmap.isNull
():
raise Exception
("无法加载图片文件，可能格式不支持或文件已损坏"
)
scroll_area = QScrollArea
()
scroll_area.setWidgetResizable
(True
)
image_label = QLabel
()
image_label.setPixmap
(pixmap.scaled
(
8
00, 6
00,
Qt.KeepAspectRatio, Qt.SmoothTr
ansformation
))
image_label.setAlignment
(Qt.AlignCenter
)
scroll_area.setWidget
(image_label
)
tab_index = self.image_tabs.addTab
(
scroll_area, os.path.basename
(file_path
)
)
self.image_tabs.setCurrentIndex
(tab_index
)
self.image_paths.append
(file_path
)
self.
analyze_button.setEnabled
(True
)
self.
analyze_all_button.setEnabled
(True
)
self.status_bar.showMessage
(f"已加载图片
: {os.path.basename
(file_path
)}"
)
# 更新当前图片索引
self.current_image_index = tab_index
except Exception as e
:
self.status_bar.showMessage
(f"错误
: {str
(e
)}"
)
self.show_
error_dialog
("图片加载错误", f"无法加载图片
:\n{str
(e
)}"
)
def close_image_tab
(self, index
):
"""关闭图片选项卡"""
if index < len
(self.image_paths
):
self.image_paths.pop
(index
)
self.image_tabs.removeTab
(index
)
if not self.image_paths
:
self.
analyze_button.setEnabled
(False
)
self.
analyze_all_button.setEnabled
(False
)
def clear_all_images
(self
):
"""清除所有图片"""
self.image_tabs.clear
()
self.image_paths.clear
()
self.
analyze_button.setEnabled
(False
)
self.
analyze_all_button.setEnabled
(False
)
self.status_bar.showMessage
("已清除所有图片"
)
def
analyze_image
(self
):
"""分析当前图片"""
current_index = self.image_tabs.currentIndex
()
if current_index <
0 or current_index >= len
(self.image_paths
):
self.status_bar.showMessage
("错误
: 没有可分析的图片"
)
return
self.current_image_index = current_index
self._
analyze_image
(self.image_paths[current_index]
)
def
analyze_all_images
(self
):
"""批量分析所有图片"""
if not self.image_paths
:
self.status_bar.showMessage
("错误
: 没有可分析的图片"
)
return
# 保存当前索引
saved_index = self.current_image_index
# 逐个分析图片
for i, image_path in enumerate
(self.image_paths
):
# 检查活动线程数
while self.active_threads >= MAX_THREADS
:
QCoreApplication.processEvents
() # 处理事件循环
self.current_image_index = i
self.image_tabs.setCurrentIndex
(i
)
self._
analyze_image
(image_path
)
# 等待分析完成
while hasattr
(self, '
analysis_thread'
) and self.
analysis_thread.is
Running():
QApplication.processEvents
()
# 恢复原始索引
self.current_image_index = saved_index
self.image_tabs.setCurrentIndex
(saved_index
)
def _
analyze_image
(self, image_path
):
"""实际执行图片分析的内部方法"""
selected_items = self.model_list.selectedItems
()
if not selected_items
:
self.status_bar.showMessage
("错误
: 请选择模型"
)
return
# 获取完整的模型名称（包含冒号）
model_name = selected_items[
0].data
(Qt.UserRole
)
self.result_edit.clear
()
self.progress_bar.setValue
(0)
self.progress_bar.setFormat
("正在分析图片..."
)
self.set_buttons_enabled
(False
)
self.stop_button.setEnabled
(True
)
temperature = self.temp_value.value
()
max_tokens = int
(self.token_spin.value
())
prompt = self.prompt_edit.toPlainText
().strip
()
# 确保之前的线程已停止
if
hasattr
(self, '
analysis_thread'
) and self.
analysis_thread.is
Running():
self.
analysis_thread.stop
()
self.
analysis_thread.wait
(2
000) # 等待线程结束
try
:
self.
analysis_thread = Image
AnalysisThread
(
model_name, image_path, temperature, max_tokens, prompt
)
self.
analysis_thread.
analysis_complete.connect
(self.h
andle_
analysis_result
)
self.
analysis_thread.progress_updated.connect
(self.update_progress
)
self.
analysis_thread.
error_
occurred.connect
(self.h
andle_
analysis_
error)
self.
analysis_thread.stream_data.connect
(self.
analysis_stream_data
)
self.
analysis_thread.finished.connect
(self.
analysis_finished
)
self.
analysis_thread.start
()
# 更新活动线程计数
self.active_threads += 1
self.thread_label.setText
(f"线程
: {self.active_threads}"
)
except Exception as e
:
error_msg = f"启动分析线程失败
: {str
(e
)}\n\n{traceback.format_exc
()}"
self.h
andle_
analysis_
error(error_msg
)
def
analysis_stream_data
(self, chunk
):
"""处理流式数据"""
cursor = self.result_edit.textCursor
()
cursor.movePosition
(QTextCursor.End
)
cursor.insertText
(chunk
)
self.result_edit.setTextCursor
(cursor
)
self.result_edit.ensureCursorVisible
()
def h
andle_
analysis_result
(self, result, image_path
):
"""处理分析结果"""
timestamp = datetime.now
().strftime
("%Y
-%m
-%d %H
:%M
:%S"
)
selected_items = self.model_list.selectedItems
()
model_name = selected_items[
0].text
()[2
:] if selected_items else "未知模型"
# 获取当前图片文件名
image_name = os.path.basename
(image_path
)
# 格式化结果
formatted_result = self.format_result
(result
)
result_html = f"""
<div style='color
:#64ffda; font
-size
:14pt; font
-weight
:bold; margin
-bottom
:1
0px;'>
图片分析结果
: {image_name}
</div>
<div style='color
:#ccd6f6; font
-size
:12pt; line
-height
:1.6;'>{formatted_result}</div>
<div style='margin
-top
: 2
0px; color
: #8892b
0; font
-size
: 1
0pt; border
-top
: 1px solid #233554; padding
-top
: 1
0px;'>
模型
: <sp
an style='color
: #64ffda;'>{model_name}</sp
an> |
时间
: <sp
an style='color
: #64ffda;'>{timestamp}</sp
an>
</div>
"""
self.result_edit.setHtml
(result_html
)
self.status_bar.showMessage
(f"图片分析完成
: {image_name}"
)
self.progress_bar.setValue
(1
00)
self.progress_bar.setFormat
("分析完成"
)
# 添加到历史记录
self.add_to_history
(image_name, model_name, timestamp, result_html
)
# 自动保存结果
if self.auto_save_check.isChecked
():
self.auto_save_result
(image_name, result_html
)
def format_result
(self, result
):
"""格式化分析结果为HTML"""
# 将文本转换为段落
paragraphs = result.split
("\n\n"
)
formatted_paragraphs = []
for para in paragraphs
:
if para.strip
():
# 替换缩进空格为HTML空格
formatted_para = para.replace
(" ", " "
)
formatted_paragraphs.append
(f"<p style='text
-indent
: 2em;'>{formatted_para}</p>"
)
return "\n".join
(formatted_paragraphs
)
def add_to_history
(self, image_name, model_name, timestamp, content
):
"""添加到历史记录"""
history_item = {
"image"
: image_name,
"model"
: model_name,
"time"
: timestamp,
"content"
: content
}
self.history.insert
(0, history_item
)
self.update_history_list
()
def update_history_list
(self
):
"""更新历史记录列表"""
self.history_list.clear
()
for item in self.history[
:5
0]
: # 最多显示5
0条历史记录
list_item = QListWidgetItem
(f"{item['image']}
- {item['time']}"
)
list_item.setData
(Qt.UserRole, item
)
self.history_list.addItem
(list_item
)
def load_history_item
(self, item
):
"""加载历史记录项"""
history_data = item.data
(Qt.UserRole
)
self.result_edit.setHtml
(history_data["content"]
)
def load_history
(self
):
"""从文件加载历史记录"""
try
:
if os.path.exists
(HISTORY_FILE
):
with open
(HISTORY_FILE, "r", encoding="utf
-8"
) as f
:
self.history = json.load
(f
)
self.update_history_list
()
self.status_bar.showMessage
(f"已加载 {len
(self.history
)} 条历史记录"
)
except Exception as e
:
self.status_bar.showMessage
(f"加载历史记录失败
: {str
(e
)}"
)
def save_history
(self
):
"""保存历史记录到文件"""
try
:
with open
(HISTORY_FILE, "w", encoding="utf
-8"
) as f
:
json.dump
(self.history, f, ensure_ascii=False, indent=2
)
except Exception as e
:
self.status_bar.showMessage
(f"保存历史记录失败
: {str
(e
)}"
)
def clear_history
(self
):
"""清除历史记录"""
reply = QMessageBox.question
(
self, "确认清除",
"确定要清除所有历史记录吗? 此操作不可撤销!",
QMessageBox.Yes | QMessageBox.No
)
if reply == QMessageBox.Yes
:
self.history.clear
()
self.history_list.clear
()
self.status_bar.showMessage
("已清除所有历史记录"
)
def auto_save_result
(self, image_name, content
):
"""自动保存结果"""
try
:
save_dir = self.settings.value
("AutoSave/path", "results"
)
if not os.path.exists
(save_dir
):
os.makedirs
(save_dir
)
# 生成文件名
timestamp = datetime.now
().strftime
("%Y%m%d_%H%M%S"
)
base_name = os.path.splitext
(image_name
)[
0]
file_name = f"{base_name}_{timestamp}.html"
file_path = os.path.join
(save_dir, file_name
)
# 保存文件
with open
(file_path, "w", encoding="utf
-8"
) as f
:
f.write
(content
)
self.status_bar.showMessage
(f"结果已自动保存到
: {file_path}"
)
except Exception as e
:
self.status_bar.showMessage
(f"自动保存失败
: {str
(e
)}"
)
def select_auto_save_path
(self
):
"""选择自动保存路径"""
save_dir = QFileDialog.getExistingDirectory
(
self, "选择自动保存目录",
self.settings.value
("AutoSave/path", "results"
)
)
if save_dir
:
self.settings.setValue
("AutoSave/path", save_dir
)
self.auto_save_path_label.setText
(f"保存位置
: {save_dir}"
)
def save_result
(self
):
"""保存结果到文件"""
if not self.result_edit.toPlainText
():
self.status_bar.showMessage
("错误
: 没有可保存的内容"
)
return
file_path, _ = QFileDialog.getSaveFileName
(
self, "保存结果", "",
"HTML文件
(*.html
);;文本文件
(*.txt
);;PDF文件
(*.pdf
)"
)
if file_path
:
format_type = "html"
if file_path.endswith
(".txt"
):
format_type = "txt"
elif file_path.endswith
(".pdf"
):
format_type = "pdf"
content = self.result_edit.toHtml
() if format_type != "txt" else self.result_edit.toPlainText
()
self.export_thread = ExportThread
(content, file_path, format_type
)
self.export_thread.export_finished.connect
(self.h
andle_export_finished
)
self.export_thread.start
()
self.status_bar.showMessage
("正在导出结果..."
)
def h
andle_export_finished
(self, message, success
):
"""处理导出完成"""
if success
:
self.status_bar.showMessage
(f"结果已保存到
: {message}"
)
if message.endswith
(".html"
):
webbrowser.open
(message
)
else
:
self.status_bar.showMessage
(f"导出失败
: {message}"
)
self.show_
error_dialog
("导出错误", f"无法保存结果
:\n{message}"
)
def copy_result
(self
):
"""复制结果到剪贴板"""
self.result_edit.selectAll
()
self.result_edit.copy
()
self.status_bar.showMessage
("结果已复制到剪贴板"
)
def clear_results
(self
):
"""清除结果"""
self.result_edit.clear
()
self.status_bar.showMessage
("已清除结果"
)
def load_preset
(self
):
"""加载预设"""
preset_name = self.preset_combo.currentText
()
if preset_name == "默认预设"
:
self.temp_value.setValue
(0.5
)
self.token_spin.setValue
(1
000)
self.prompt_edit.setPlainText
(
"请用中文详细描述这张图片的内容，要求描述清晰、有条理，分段落呈现，各段首行按要求缩进2个汉字。"
)
elif preset_name == "详细描述"
:
self.temp_value.setValue
(0.3
)
self.token_spin.setValue
(15
00)
self.prompt_edit.setPlainText
(
"请用中文详细描述这张图片中的每一个细节，包括但不限于场景、人物、物体、颜色、空间关系等。要求描述系统全面，层次分明，每段描述一个方面。"
)
elif preset_name == "创意写作"
:
self.temp_value.setValue
(0.7
)
self.token_spin.setValue
(2
000)
self.prompt_edit.setPlainText
(
"请根据这张图片创作一个富有想象力的故事或诗歌。要求内容生动有趣，语言优美，可以适当发挥想象力，但不要偏离图片内容太远。"
)
elif preset_name == "技术分析"
:
self.temp_value.setValue
(0.2
)
self.token_spin.setValue
(12
00)
self.prompt_edit.setPlainText
(
"请从技术角度分析这张图片，包括但不限于构图、色彩、光线、透视等专业要素。要求分析专业准确，使用适当的专业术语。"
)
self.status_bar.showMessage
(f"已加载预设
: {preset_name}"
)
def save_preset
(self
):
"""保存当前设置为预设"""
preset_name, ok = QInputDialog.getText
(
self, "保存预设", "请输入预设名称
:",
QLineEdit.Normal, self.preset_combo.currentText
()
)
if ok
and preset_name
:
# 检查是否已存在
index = self.preset_combo.findText
(preset_name
)
if index ==
-1
:
self.preset_combo.addItem
(preset_name
)
self.preset_combo.setCurrentText
(preset_name
)
self.status_bar.showMessage
(f"预设 '{preset_name}' 已保存"
)
def delete_preset
(self
):
"""删除预设"""
preset_name = self.preset_combo.currentText
()
if preset_name in ["默认预设", "详细描述", "创意写作", "技术分析"]
:
QMessageBox.warning
(self, "警告", "系统预设不能被删除"
)
return
reply = QMessageBox.question
(
self, "确认删除",
f"确定要删除预设 '{preset_name}' 吗?",
QMessageBox.Yes | QMessageBox.No
)
if reply == QMessageBox.Yes
:
index = self.preset_combo.currentIndex
()
self.preset_combo.removeItem
(index
)
self.status_bar.showMessage
(f"预设 '{preset_name}' 已删除"
)
def stop_
analysis
(self
):
"""停止分析"""
if
hasattr
(self, '
analysis_thread'
) and self.
analysis_thread.is
Running():
self.
analysis_thread.stop
()
self.status_bar.showMessage
("分析已停止"
)
self.set_buttons_enabled
(True
)
self.stop_button.setEnabled
(False
)
def
analysis_finished
(self
):
"""分析完成后的清理工作"""
self.set_buttons_enabled
(True
)
self.stop_button.setEnabled
(False
)
# 更新活动线程计数
self.active_threads
-= 1
if self.active_threads <
0:
self.active_threads =
0
self.thread_label.setText
(f"线程
: {self.active_threads}"
)
def h
andle_
analysis_
error(self,
error_msg
):
"""处理分析错误"""
# 显示详细的错误信息
self.status_bar.showMessage
(f"错误
: {
error_msg.splitlines
()[
0]}"
)
self.progress_bar.setFormat
("分析失败"
)
self.set_buttons_enabled
(True
)
self.stop_button.setEnabled
(False
)
# 在结果区域显示完整错误信息
error_html = f"""
<div style='color
:#ff6b6b; font
-size
:14pt; font
-weight
:bold; margin
-bottom
:1
0px;'>
分析过程中发生错误
</div>
<div style='color
:#ccd6f6; font
-size
:12pt; line
-height
:1.6;'>
{
error_msg.replace
('\n', '<br>'
)}
</div>
"""
self.result_edit.setHtml
(error_html
)
# 记录错误日志
self.log_
error(error_msg
)
# 更新活动线程计数
self.active_threads
-= 1
if self.active_threads <
0:
self.active_threads =
0
self.thread_label.setText
(f"线程
: {self.active_threads}"
)
def log_
error(self,
error_msg
):
"""记录错误到日志文件"""
try
:
log_dir = "logs"
if not os.path.exists
(log_dir
):
os.makedirs
(log_dir
)
log_file = os.path.join
(log_dir, "
error_log.txt"
)
timestamp = datetime.now
().strftime
("%Y
-%m
-%d %H
:%M
:%S"
)
with open
(log_file, "a", encoding="utf
-8"
) as f
:
f.write
(f"\n\n[{timestamp}] 发生错误
:\n"
)
f.write
(error_msg
)
f.write
("\n" + "
-" * 8
0)
except Exception as e
:
print
(f"无法写入错误日志
: {str
(e
)}"
)
def set_buttons_enabled
(self, enabled
):
"""设置按钮启用状态"""
self.load_button.setEnabled
(enabled
)
self.load_multiple_button.setEnabled
(enabled
)
self.clear_images_button.setEnabled
(enabled
)
self.
analyze_button.setEnabled
(enabled
and len
(self.image_paths
) >
0)
self.
analyze_all_button.setEnabled
(enabled
and len
(self.image_paths
) >
0)
self.model_list.setEnabled
(enabled
)
self.refresh_models_button.setEnabled
(enabled
)
self.preset_combo.setEnabled
(enabled
)
self.load_preset_button.setEnabled
(enabled
)
self.save_preset_button.setEnabled
(enabled
)
self.delete_preset_button.setEnabled
(enabled
)
self.auto_save_check.setEnabled
(enabled
)
self.auto_save_path_button.setEnabled
(enabled
)
self.save_result_button.setEnabled
(enabled
)
self.copy_result_button.setEnabled
(enabled
)
self.clear_result_button.setEnabled
(enabled
)
self.load_history_button.setEnabled
(enabled
)
self.clear_history_button.setEnabled
(enabled
)
def show_
error_dialog
(self, title, message
):
"""显示错误对话框"""
QMessageBox.critical
(self, title, message
)
def monitor_resources
(self
):
"""监控系统资源使用情况"""
try
:
cpu_percent = psutil.cpu_percent
()
memory = psutil.virtual_memory
()
self.resource_label.setText
(
f"CPU
: {cpu_percent}% | 内存
: {memory.percent}%"
)
except
:
pass
def closeEvent
(self, event
):
"""关闭窗口事件"""
# 停止所有运行中的线程
if
hasattr
(self, '
analysis_thread'
) and self.
analysis_thread.is
Running():
self.
analysis_thread.stop
()
if
hasattr
(self, 'model_loader_thread'
) and self.model_loader_thread.is
Running():
self.model_loader_thread.quit
()
self.model_loader_thread.wait
(2
000)
# 停止资源监控定时器
self.resource_timer.stop
()
# 保存设置
# 接受关闭事件
event.accept
()
def h
andle_exception
(exc_type, exc_value, exc_traceback
):
"""全局异常处理函数"""
error_msg = "".join
(traceback.format_exception
(exc_type, exc_value, exc_traceback
))
print
(f"全局异常捕获
:\n{
error_msg}"
)
# 尝试显示错误对话框
try
:
msg = QMessageBox
()
msg.setIcon
(QMessageBox.Critical
)
msg.setText
("程序发生未处理异常"
)
msg.setInformativeText
(f"{exc_type.__name__}
: {exc_value}"
)
msg.setWindowTitle
("致命错误"
)
msg.setDetailedText
(error_msg
)
msg.exec_
()
except
:
pass
# 退出程序
sys.exit
(1
)
if __name__ == "__main__"
:
# 设置全局异常处理
sys.excepthook = h
andle_exception
app = QApplication
(sys.argv
)
window = MultiModalApp
()
window.show
()
sys.exit
(app.exec_
())
本文介绍了解决安装或卸载应用程序时出现的“An error(-5006:0×80070002)”错误的方法。此错误通常发生在终端服务器不在安装模式下时。文章提供了将终端服务切换到安装模式的具体步骤，以便用户可以成功地添加或删除程序。
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