Hot Proxy

You need to go to "Settings", under "Sharing" select "VPN". And there you can either enter the connection parameters manually (address, port number, username and password), or choose a program that automatically connects the user to the proxy (free applications of this type can be found in Google Play).

Updating CoreML models in an iOS app typically involves fetching a new model file, parsing it, and then updating the CoreML model with the new version. JSON parsing can be used to extract necessary information from the fetched JSON file. Below is a step-by-step guide using Swift:

Fetch and Parse JSON

Fetch a JSON file containing information about the updated CoreML model, including its download URL, version, etc.

import Foundation

// Replace with the URL of your JSON file
let jsonURLString = "https://example.com/model_info.json"

if let url = URL(string: jsonURLString),
   let data = try? Data(contentsOf: url),
   let json = try? JSONSerialization.jsonObject(with: data, options: []) as? [String: Any] {

    // Extract information from the JSON
    if let newModelURLString = json["new_model_url"] as? String,
       let newModelVersion = json["new_model_version"] as? String {
        // Continue with the next steps
        updateCoreMLModel(with: newModelURLString, version: newModelVersion)
    }
}

Download and Save New Model:

Download the new CoreML model file from the provided URL and save it locally.

func updateCoreMLModel(with modelURLString: String, version: String) {
    guard let modelURL = URL(string: modelURLString),
          let modelData = try? Data(contentsOf: modelURL) else {
        print("Failed to download the new model.")
        return
    }

    // Save the new model to a local file
    let documentsDirectory = FileManager.default.urls(for: .documentDirectory, in: .userDomainMask).first!
    let newModelURL = documentsDirectory.appendingPathComponent("newModel.mlmodel")

    do {
        try modelData.write(to: newModelURL)
        print("New model downloaded and saved.")
        updateCoreMLModelWithNewVersion(newModelURL, version: version)
    } catch {
        print("Error saving new model: \(error.localizedDescription)")
    }
}

Update CoreML Model:

Load the new CoreML model and update the app's model.

import CoreML

func updateCoreMLModelWithNewVersion(_ modelURL: URL, version: String) {
    do {
        // Load the new CoreML model
        let newModel = try MLModel(contentsOf: modelURL)

        // Replace the existing CoreML model with the new version
        // Assuming your model has a custom CoreMLModelManager class
        CoreMLModelManager.shared.updateModel(newModel, version: version)

        print("CoreML model updated to version \(version).")
    } catch {
        print("Error loading new CoreML model: \(error.localizedDescription)")
    }
}

Handle Model Updates in App:

Depending on your app's architecture, you might want to handle the model update in a dedicated manager or service. Ensure that you handle the update gracefully and consider user experience during the update process.

Make sure to replace placeholder URLs and customize the code according to your actual implementation. Additionally, handle errors appropriately and test thoroughly to ensure a smooth update process.

To make a selection in a drop-down menu using Selenium, you can follow these steps:

1. Import the necessary libraries:

from selenium import webdriver
from selenium.webdriver.support.ui import Select

2. Create a WebDriver instance and navigate to the webpage containing the drop-down menu:

driver = webdriver.Chrome(executable_path='path/to/chromedriver')
driver.get('http://example.com')

3. Locate the drop-down menu element using its id, name, xpath, or css_selector:

drop_down = Select(driver.find_element_by_id('dropdown-menu-id'))

4. Select an option from the drop-down menu:

# To select an option by visible text
drop_down.select_by_visible_text('Option Text')

# To select an option by its value attribute
drop_down.select_by_value('option-value')

# To select an option by its index (0-based)
drop_down.select_by_index(2)

5. Close the WebDriver instance:

driver.quit()

Here's a complete example:

from selenium import webdriver
from selenium.webdriver.support.ui import Select

driver = webdriver.Chrome(executable_path='path/to/chromedriver')
driver.get('http://example.com')

drop_down = Select(driver.find_element_by_id('dropdown-menu-id'))
drop_down.select_by_visible_text('Option Text')

driver.quit()

Remember to replace 'path/to/chromedriver' with the actual path to your ChromeDriver executable and 'dropdown-menu-id' with the actual ID of the drop-down menu element.

To change the proxy server on your computer, follow these steps based on your operating system:

Windows:

1. Open the Control Panel.
2. Click on "Internet Options."
3. Go to the "Connections" tab and click "LAN settings."
4. Check the "Use a proxy server for your LAN" option.
5. Enter the new proxy server address, port, and authentication details if required.
6. Click "OK" to save the changes and close all open windows.

macOS:

1. Open System Preferences.
2. Click on "Network."
3. Select your active network connection (e.g., Wi-Fi or Ethernet).
4. Click the "Advanced" button.
5. Go to the "Proxies" tab.
6. Select the appropriate proxy setting (HTTP, HTTPS, or SOCKS) from the dropdown menu.
7. Enter the new proxy server address, port, and authentication details if required.
8. Click "OK" and then "Apply" to save the changes.

It is a proxy that everyone can connect to. That is, it handles absolutely all requests without interacting with the traffic in any way, without monitoring its packets.