Learn Python Coding

Part 2: Advanced Web Scraping Techniques – Mastering Dynamic Content, Authentication, and Large-Scale Data Extraction Duration: ~60 minutes Link: https://hackmd.io/@husseinsheikho/WS-2 Hashtags:

#WebScraping #AdvancedScraping #Selenium #Scrapy #DataEngineering #Python #APIs #WebAutomation #DataCleaning #AntiScraping

Today we're going to start a lesson on web scraping

Another powerful open-source text-to-speech tool for Python has been found on GitHub — Abogen 🌟 link: https://github.com/denizsafak/abogen It allows you to quickly convert ePub, PDF, or plain text files into high-quality audio with auto-generated synchronized subtitles. Main features: 🔸Support for input files in ePub, PDF, and TXT formats 🔸Generation of natural, smooth speech based on the Kokoro-82M model 🔸Automatic creation of subtitles with time stamps 🔸Built-in voice mixer for customizing sound 🔸Support for multiple languages, including Chinese, English, Japanese, and more 🔸Processing multiple files through batch queue 👉 @DataScience4

Python Cheat sheet 👉 @DataScience4

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Совет по Python: Использование встроенных функций делает код короче и заставляет тебя выглядеть как гений. Традиционный способ 👇

def find_max(numbers):
    max_num = numbers[0]
    for num in numbers:
        if num > max_num:
            max_num = num
    return max_num

numbers = [4, 2, 9, 7, 5, 6]
print(find_max(numbers))

# Вывод: 9

Гениальный способ 👇

def find_max(numbers):
    return max(numbers)

numbers = [4, 2, 9, 7, 5, 6]
print(find_max(numbers))

# Вывод: 9

👉 @DataScience4

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### 📱 Mobile & Embedded 21. PyQt for Android (Kivy + PyQt) - Experimental but working solutions - *Best for:* Targeting mobile platforms 22. Raspberry Pi PyQt5 Guides - Optimizing PyQt5 for low-power devices --- ### Key Tips for Effective Learning: 1. Start with Qt Designer – Visual prototyping accelerates learning 2. Convert Qt C++ examples – 90% of Qt's official examples translate directly to PyQt5 3. Master signals/slots early – Core to Qt's event-driven architecture 4. Use `QThread` properly – Critical for responsive UIs 5. Explore QSS styling – Makes your apps look professional with CSS-like syntax

# Example QSS Styling
app.setStyleSheet("""
    QPushButton {
        background-color: #4CAF50;
        border-radius: 4px;
        padding: 8px;
    }
    QLineEdit:focus {
        border: 2px solid #2196F3;
    }
""")

Which resource to choose? - Beginners: Start with ZetCode or Real Python tutorials - Intermediate: Build projects using PyQt5 Boilerplate - Advanced: Study the Qt source code and contribute to PyQtGraph Happy coding! 🚀

Here are the top resources to master PyQt5, categorized for different learning styles and skill levels: --- ### 📚 Official Documentation & Core Resources 1. Qt Official Documentation - The definitive reference for all Qt classes (PyQt5 closely follows Qt's C++ docs) - *Best for:* Understanding class hierarchies and method signatures 2. Riverbank Computing PyQt5 Official - Python-specific documentation and licensing details - *Best for:* Python-specific implementation details --- ### 🎓 Structured Courses 3. Udemy: PyQt5 Masterclass - Hands-on projects (calculator, database apps, web browsers) - *Best for:* Visual learners who prefer project-based learning 4. Real Python: PyQt5 Tutorials - Free high-quality tutorials with practical examples - *Best for:* Beginners wanting concise, practical introductions 5. ZetCode PyQt5 Tutorial - Comprehensive free tutorial covering widgets to advanced topics - *Best for:* Methodical learners who prefer text-based learning --- ### 📖 Books 6. "PyQt5 GUI Application Development" (2023 Edition) - Covers modern PyQt5 practices including QML integration - *Best for:* Developers wanting up-to-date best practices 7. "Create GUI Applications with Python & Qt" (Martin Fitzpatrick) - Available as ebook with free sample chapters - *Best for:* Practical application development 8. "Rapid GUI Programming with Python and Qt" (Mark Summerfield) - Classic book covering PyQt fundamentals - *Best for:* Understanding Qt's design philosophy --- ### 🛠 Tools & Utilities 9. Qt Designer - Bundled with PyQt5 (pyqt5-tools package) - Drag-and-drop UI builder (generates .ui files) - *Tip:* Convert .ui to Python with:

     pyuic5 input.ui -o output.py
     

10. Eric IDE - Full-featured Python IDE built with PyQt5 - Includes Qt Designer integration and debugger - Download here --- ### 💡 Advanced Learning 11. PyQtGraph - High-performance data visualization library built on PyQt5 - *Best for:* Scientific applications and real-time plotting 12. PyQt6 Migration Guide - Essential if planning to upgrade to PyQt6 - *Key changes:* Enums, QAction initialization 13. Qt Examples Repository - Clone the official Qt examples and port them to PyQt5:

      git clone https://code.qt.io/cgit/qt/qtbase.git --branch=5.15
      

--- ### 🎥 Video Resources 14. Python GUIs YouTube Channel - Free tutorials on PyQt5/PySide2 - *Highlights:* Custom widget tutorials and modern UI techniques 15. FreeCodeCamp PyQt5 Course - 5-hour comprehensive free course - *Best for:* Learners who prefer long-form video content --- ### 🌐 Communities 16. Stack Overflow [pyqt] Tag - Over 30k answered questions - *Pro tip:* Search with [pyqt] is:answered 17. /r/pyqt on Reddit - Active community for troubleshooting and sharing projects 18. PyQt Discord Server - Real-time help from experienced developers - Invite link: Python GUIs Discord --- ### 🔧 Project Templates 19. PyQt5 Boilerplate - Pre-configured project with: - MVC structure - QSS styling - Resource management 20. PyQt5-Starter-Template - Includes: - Dark/light theme toggle - High DPI support - Logging setup ---

This channels is for Programmers, Coders, Software Engineers. 0️⃣ Python 1️⃣ Data Science 2️⃣ Machine Learning 3️⃣ Data Visualization 4️⃣ Artificial Intelligence 5️⃣ Data Analysis 6️⃣ Statistics 7️⃣ Deep Learning 8️⃣ programming Languages ✅ https://t.me/addlist/8_rRW2scgfRhOTc0 ✅ https://t.me/Codeprogrammer

Final Challenge: 1. Build a plugin-based IDE with your PyQt5 knowledge 2. Create a performant data visualization dashboard 3. Develop a cross-platform productivity app with automatic updates Remember: The best way to learn is by building real projects. Happy coding! 👨‍💻👩‍💻

### 3. Dark Mode Detection

def is_dark_mode():
    if sys.platform == "darwin":
        # MacOS dark mode detection
        process = subprocess.Popen(
            ["defaults", "read", "-g", "AppleInterfaceStyle"],
            stdout=subprocess.PIPE, stderr=subprocess.PIPE)
        out, _ = process.communicate()
        return out.strip() == b"Dark"
    elif sys.platform == "win32":
        # Windows 10+ dark mode detection
        try:
            import winreg
            key = winreg.OpenKey(
                winreg.HKEY_CURRENT_USER,
                r"Software\Microsoft\Windows\CurrentVersion\Themes\Personalize")
            value, _ = winreg.QueryValueEx(key, "AppsUseLightTheme")
            return value == 0
        except:
            return False
    else:
        return False  # Default to light mode on other platforms

--- ## 🔹 Practical Example: Plugin-Based Text Editor

class TextEditor(QMainWindow):
    def __init__(self):
        super().__init__()
        self.plugins = []
        self.setup_ui()
        self.load_plugins()
    
    def setup_ui(self):
        # Core editor
        self.editor = QPlainTextEdit()
        self.setCentralWidget(self.editor)
        
        # Plugin toolbar
        self.plugin_toolbar = QToolBar("Plugins")
        self.addToolBar(Qt.LeftToolBarArea, self.plugin_toolbar)
        
        # Plugin menu
        self.plugin_menu = self.menuBar().addMenu("Plugins")
    
    def load_plugins(self):
        plugin_dir = os.path.join(os.path.dirname(__file__), "plugins")
        if not os.path.exists(plugin_dir):
            return
            
        for filename in os.listdir(plugin_dir):
            if filename.endswith('.py'):
                try:
                    spec = importlib.util.spec_from_file_location(
                        f"plugins.{filename[:-3]}", 
                        os.path.join(plugin_dir, filename))
                    module = importlib.util.module_from_spec(spec)
                    spec.loader.exec_module(module)
                    
                    for name, obj in inspect.getmembers(module):
                        if (inspect.isclass(obj) and 
                            issubclass(obj, BasePlugin) and 
                            obj != BasePlugin):
                            plugin = obj(self)
                            plugin.initialize()
                            self.plugins.append(plugin)
                            
                            # Add to UI
                            if hasattr(plugin, 'get_toolbar_widget'):
                                self.plugin_toolbar.addWidget(
                                    plugin.get_toolbar_widget())
                            if hasattr(plugin, 'get_menu_action'):
                                self.plugin_menu.addAction(
                                    plugin.get_menu_action())
                except Exception as e:
                    print(f"Failed to load plugin {filename}: {e}")

class BasePlugin:
    def __init__(self, editor):
        self.editor = editor
        
    def initialize(self):
        raise NotImplementedError

--- ## 🔹 Best Practices for Production Apps 1. Error Handling - Implement comprehensive logging - Use sentry.io for crash reporting - Create recovery mechanisms 2. Update Strategy - Implement delta updates - Support rollback capability - Verify digital signatures 3. Accessibility - Set proper widget roles - Support screen readers - Ensure keyboard navigation 4. Security - Sanitize all inputs - Use HTTPS for network requests - Secure sensitive data storage 5. Testing - Unit tests for core logic - UI tests with QTest - Cross-platform testing matrix --- ### 🎉 Congratulations on Completing the Series! You've now mastered: 1. PyQt5 Fundamentals 2. Advanced Widgets & Customization 3. Database Integration & MVC 4. Networking & Multimedia 5. Internationalization & Deployment 6. Advanced Architecture & Optimization #PyQt5Mastery #ProfessionalGUI #PythonDevelopment 🚀

### 2. Dynamic UI Integration

class PluginWidget(QWidget):
    def __init__(self, plugin, parent=None):
        super().__init__(parent)
        self.plugin = plugin
        self.setup_ui()
        
    def setup_ui(self):
        layout = QVBoxLayout()
        title = QLabel(f"Plugin: {self.plugin.name()}")
        title.setStyleSheet("font-weight: bold; font-size: 16px;")
        
        # Let plugin provide its UI
        plugin_ui = self.plugin.get_ui()
        
        layout.addWidget(title)
        layout.addWidget(plugin_ui)
        self.setLayout(layout)

# In main window
def load_plugin_uis(self):
    for plugin in self.app.plugins:
        tab = self.plugin_tabs.addTab(
            PluginWidget(plugin), plugin.name())

--- ## 🔹 Performance Optimization ### 1. Lazy Loading

class LazyTabWidget(QTabWidget):
    def __init__(self):
        super().__init__()
        self._loaded_tabs = set()
        self.currentChanged.connect(self._load_current_tab)
    
    def addTab(self, widget, label):
        super().addTab(QLabel("Loading..."), label)
        self.setTabData(self.count()-1, widget)
    
    def _load_current_tab(self, index):
        if index not in self._loaded_tabs:
            widget = self.tabData(index)
            self._loaded_tabs.add(index)
            self.removeTab(index)
            self.insertTab(index, widget, widget.windowTitle())
            self.setCurrentIndex(index)

### 2. Efficient Data Handling

class LargeDataModel(QAbstractTableModel):
    def __init__(self, data_source):
        super().__init__()
        self._data_source = data_source  # Should implement chunked loading
        
    def rowCount(self, parent=None):
        return self._data_source.total_rows()
        
    def columnCount(self, parent=None):
        return self._data_source.total_columns()
        
    def data(self, index, role=Qt.DisplayRole):
        if not index.isValid() or role != Qt.DisplayRole:
            return None
            
        # Load only visible data
        if self._data_source.is_loaded(index.row(), index.column()):
            return self._data_source.get_data(index.row(), index.column())
        else:
            # Trigger background loading
            self._data_source.request_data(index.row(), index.column())
            return "Loading..."

### 3. Memory Management

class ResourceManager:
    _instance = None
    
    def __init__(self):
        self._resources = {}
        self._cache = LRUCache(maxsize=100)  # Custom LRU cache
        
    def get_image(self, path):
        if path in self._cache:
            return self._cache[path]
            
        pixmap = QPixmap(path)
        if not pixmap.isNull():
            self._cache[path] = pixmap
            return pixmap
        return None
        
    def cleanup(self):
        self._cache.clear()

# Usage
image = ResourceManager.instance().get_image("large_image.png")

--- ## 🔹 Cross-Platform Considerations ### 1. Platform-Specific Code

class PlatformUtils:
    @staticmethod
    def get_config_path():
        if sys.platform == "win32":
            return os.path.join(os.environ["APPDATA"], "MyApp")
        elif sys.platform == "darwin":
            return os.path.expanduser("~/Library/Application Support/MyApp")
        else:  # Linux/Unix
            return os.path.expanduser("~/.config/MyApp")

    @staticmethod
    def open_file_browser(path):
        if sys.platform == "win32":
            os.startfile(path)
        elif sys.platform == "darwin":
            subprocess.run(["open", path])
        else:
            subprocess.run(["xdg-open", path])

### 2. High DPI Support

if hasattr(Qt, 'AA_EnableHighDpiScaling'):
    QApplication.setAttribute(Qt.AA_EnableHighDpiScaling, True)
if hasattr(Qt, 'AA_UseHighDpiPixmaps'):
    QApplication.setAttribute(Qt.AA_UseHighDpiPixmaps, True)

# In main QApplication
app = QApplication([])
app.setAttribute(Qt.AA_UseStyleSheetPropagationInWidgetStyles, True)

# 📚 PyQt5 Tutorial - Part 6/6: Advanced Architecture & Optimization #PyQt5 #AdvancedPatterns #PluginSystem #Performance #CrossPlatform Welcome to the final installment of our PyQt5 series! This comprehensive lesson explores professional architectural patterns, plugin systems, performance optimization, and cross-platform development strategies. --- ## 🔹 Advanced Architectural Patterns ### 1. Model-View-ViewModel (MVVM)

from PyQt5.QtCore import QObject, pyqtProperty, pyqtSignal

class ViewModel(QObject):
    data_changed = pyqtSignal()
    
    def __init__(self):
        super().__init__()
        self._username = ""
        self._password = ""
    
    @pyqtProperty(str, notify=data_changed)
    def username(self):
        return self._username
        
    @username.setter
    def username(self, value):
        if self._username != value:
            self._username = value
            self.data_changed.emit()
    
    @pyqtProperty(str, notify=data_changed)
    def password(self):
        return self._password
        
    @password.setter
    def password(self, value):
        if self._password != value:
            self._password = value
            self.data_changed.emit()

# View binds to ViewModel properties
view_model = ViewModel()
username_edit = QLineEdit()
username_edit.textChanged.connect(view_model.setUsername)
view_model.data_changed.connect(
    lambda: username_edit.setText(view_model.username))

### 2. Dependency Injection Container

class Container:
    _instance = None
    
    def __init__(self):
        self._services = {}
        
    def register(self, name, service):
        self._services[name] = service
        
    def resolve(self, name):
        return self._services.get(name)
        
    @classmethod
    def instance(cls):
        if cls._instance is None:
            cls._instance = Container()
        return cls._instance

# Usage
container = Container.instance()
container.register('database', DatabaseService())
container.register('api', ApiClient())

# In other classes
db_service = container.resolve('database')

### 3. Event Bus Pattern

from PyQt5.QtCore import QObject, pyqtSignal

class EventBus(QObject):
    app_started = pyqtSignal()
    user_logged_in = pyqtSignal(str)  # username
    data_loaded = pyqtSignal(dict)
    
    _instance = None
    
    @classmethod
    def instance(cls):
        if cls._instance is None:
            cls._instance = EventBus()
        return cls._instance

# Publisher
EventBus.instance().user_logged_in.emit("john_doe")

# Subscriber
EventBus.instance().user_logged_in.connect(
    lambda username: print(f"User {username} logged in"))

--- ## 🔹 Plugin System Implementation ### 1. Plugin Architecture

# Plugin Interface
class IPlugin:
    def initialize(self, app):
        raise NotImplementedError
        
    def name(self):
        raise NotImplementedError

# Main Application
class Application:
    def __init__(self):
        self.plugins = []
        
    def load_plugins(self, plugin_dir):
        for filename in os.listdir(plugin_dir):
            if filename.endswith('.py'):
                module_name = filename[:-3]
                spec = importlib.util.spec_from_file_location(
                    module_name, os.path.join(plugin_dir, filename))
                module = importlib.util.module_from_spec(spec)
                spec.loader.exec_module(module)
                
                for item in dir(module):
                    obj = getattr(module, item)
                    if (isinstance(obj, type) and 
                        issubclass(obj, IPlugin) and 
                        obj != IPlugin):
                        plugin = obj()
                        plugin.initialize(self)
                        self.plugins.append(plugin)

# Example Plugin
class WeatherPlugin(IPlugin):
    def initialize(self, app):
        self.app = app
        print(f"WeatherPlugin initialized for {app}")
        
    def name(self):
        return "Weather Plugin"

## 🔹 Practical Example: Weather App

class WeatherApp(QMainWindow):
    def __init__(self):
        super().__init__()
        self.api_key = "YOUR_API_KEY"
        self.setup_ui()
        self.setup_network()
    
    def setup_ui(self):
        self.setWindowTitle(self.tr("Weather App"))
        
        # Location Input
        self.location_input = QLineEdit()
        search_btn = QPushButton(self.tr("Search"))
        search_btn.clicked.connect(self.fetch_weather)
        
        # Weather Display
        self.weather_icon = QLabel()
        self.weather_icon.setAlignment(Qt.AlignCenter)
        
        self.temp_label = QLabel()
        self.temp_label.setAlignment(Qt.AlignCenter)
        font = self.temp_label.font()
        font.setPointSize(48)
        self.temp_label.setFont(font)
        
        self.details_label = QLabel()
        self.details_label.setAlignment(Qt.AlignCenter)
        
        # Layout
        input_layout = QHBoxLayout()
        input_layout.addWidget(self.location_input)
        input_layout.addWidget(search_btn)
        
        main_layout = QVBoxLayout()
        main_layout.addLayout(input_layout)
        main_layout.addWidget(self.weather_icon)
        main_layout.addWidget(self.temp_label)
        main_layout.addWidget(self.details_label)
        
        container = QWidget()
        container.setLayout(main_layout)
        self.setCentralWidget(container)
    
    def setup_network(self):
        self.manager = QNetworkAccessManager()
        self.manager.finished.connect(self.handle_weather_response)
        
        self.icon_manager = QNetworkAccessManager()
        self.icon_manager.finished.connect(self.handle_icon_response)
    
    def fetch_weather(self):
        location = self.location_input.text()
        if not location:
            return
            
        url = f"https://api.openweathermap.org/data/2.5/weather?q={location}&appid={self.api_key}&units=metric"
        self.manager.get(QNetworkRequest(QUrl(url)))
    
    def handle_weather_response(self, reply):
        if reply.error():
            QMessageBox.warning(self, self.tr("Error"), 
                              self.tr("Failed to fetch weather data"))
            return
            
        data = json.loads(reply.readAll().data().decode('utf-8'))
        
        # Update UI
        temp = data['main']['temp']
        self.temp_label.setText(f"{temp}°C")
        
        description = data['weather'][0]['description'].capitalize()
        humidity = data['main']['humidity']
        wind = data['wind']['speed']
        self.details_label.setText(
            self.tr(f"{description}\nHumidity: {humidity}%\nWind: {wind} m/s"))
        
        # Fetch weather icon
        icon_code = data['weather'][0]['icon']
        icon_url = f"https://openweathermap.org/img/wn/{icon_code}@2x.png"
        self.icon_manager.get(QNetworkRequest(QUrl(icon_url)))
    
    def handle_icon_response(self, reply):
        if not reply.error():
            pixmap = QPixmap()
            pixmap.loadFromData(reply.readAll())
            self.weather_icon.setPixmap(pixmap.scaledToWidth(100))

--- ## 🔹 Best Practices 1. Handle network errors gracefully - Always check reply.error() 2. Clean up resources - Call deleteLater() on network objects 3. Cache API responses - Reduce unnecessary network calls 4. Use QThread for intensive operations - Keep UI responsive 5. Test translations thoroughly - Verify all UI elements adapt --- ### 📌 What's Next? In Final Part 6, we'll cover: ➡️ Advanced Architecture Patterns ➡️ Plugin Systems ➡️ Performance Optimization ➡️ Cross-Platform Considerations #PyQt5 #Networking #Multimedia #Deployment 🚀 Practice Exercise: 1. Build a podcast player with download capability 2. Create a multilingual chat application 3. Implement an auto-updating stock ticker

### 3. Dynamic Language Switching

class LanguageMenu(QMenu):
    language_changed = pyqtSignal(str)
    
    def __init__(self):
        super().__init__("Language")
        self.language_map = {
            "English": "en",
            "Français": "fr",
            "Español": "es",
            "中文": "zh"
        }
        
        for lang_name, lang_code in self.language_map.items():
            action = self.addAction(lang_name)
            action.triggered.connect(
                lambda _, code=lang_code: self.language_changed.emit(code))

--- ## 🔹 Deployment & Packaging ### 1. PyInstaller Configuration

# Create spec file
pyi-makespec --windowed --icon=app.ico --name MyApp main.py

# Add these to the spec file:
a = Analysis(
    ['main.py'],
    datas=[
        ('translations/*.qm', 'translations'),
        ('images/*.png', 'images')
    ],
    hiddenimports=['PyQt5.QtNetwork', 'PyQt5.QtMultimedia'],
    hookspath=[],
    runtime_hooks=[],
    excludes=[],
    win_no_prefer_redirects=False,
    win_private_assemblies=False,
    cipher=block_cipher
)

### 2. Creating Installers Windows (NSIS):

pyinstaller --onefile --windowed --icon=app.ico main.py
makensis installer.nsi

MacOS (DMG):

pyinstaller --windowed --osx-bundle-identifier com.yourcompany.yourapp main.py
hdiutil create -volname "MyApp" -srcfolder dist/MyApp.app -ov MyApp.dmg

Linux (AppImage):

pyinstaller --onefile --windowed main.py
./appimagetool-x86_64.AppImage dist/MyApp.AppDir

### 3. Updating Mechanism

class Updater(QObject):
    update_available = pyqtSignal(str)
    update_downloaded = pyqtSignal(str)
    
    def __init__(self):
        super().__init__()
        self.manager = QNetworkAccessManager()
        self.manager.finished.connect(self.handle_response)
        
    def check_for_updates(self):
        request = QNetworkRequest(QUrl("https://api.example.com/version"))
        self.manager.get(request)
    
    def handle_response(self, reply):
        if reply.error():
            print("Update check failed:", reply.errorString())
            return
            
        latest_version = reply.readAll().data().decode('utf-8')
        current_version = self.get_current_version()
        
        if latest_version > current_version:
            self.update_available.emit(latest_version)
    
    def download_update(self):
        # Implementation for downloading update package
        pass

---