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Python Codes Basic to Advance

Python Codes Basic to Advance

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How can you drop a column from a DataFrame in Pandas?
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How can you filter rows in a DataFrame based on a condition?
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How can you select a specific column from a DataFrame?
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Flask app that interacts with the Waifu API to fetch and display tags and search for images based on parameters you provided. 🚀 ### Flask App Structure 1. Install Flask: Make sure you have Flask installed. You can do this via pip:
   pip install Flask
   
2. Create your Flask app: Below is the complete code for the Flask app:
from flask import Flask, jsonify, render_template
import requests

app = Flask(__name__)

@app.route('/')
def home():
    return render_template('index.html')

@app.route('/tags')
def get_tags():
    url = 'https://api.waifu.im/tags'
    response = requests.get(url)

    if response.status_code == 200:
        data = response.json()
        return jsonify(data)
    else:
        return jsonify({'error': 'Request failed with status code:', 'status': response.status_code}), response.status_code

@app.route('/search/<tag>')
def search_images(tag):
    url = 'https://api.waifu.im/search'
    params = {
        'included_tags': [tag],
    }

    response = requests.get(url, params=params)

    if response.status_code == 200:
        data = response.json()
        return jsonify(data)
    else:
        return jsonify({'error': 'Request failed with status code:', 'status': response.status_code}), response.status_code

if __name__ == '__main__':
    app.run(debug=True)
3. Create Template File: Create a folder named templates in the same directory as your Flask app and create a file named index.html.
<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Waifu App</title>
</head>
<body>
    <h1>Welcome to the Waifu App! 🌟</h1>
    <h2>Available Tags and Image Search</h2>
    <p>Use the following endpoints:</p>
    <ul>
        <li><a href="/tags">Get Tags</a></li>
        <li>Search Images: <a href="/search/maid">Maid Images</a></li>
    </ul>
</body>
</html>
How to Run the App 1. Save the Python script (e.g., app.py) and the HTML file. 2. Run the Flask app:
   python app.py
   
3. Open your web browser and go to http://127.0.0.1:5000/ to see the app in action! 🎉

def getPrint(name="world", some): print(f"Hello {name}") getPrint("Chiku", 55)
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Is Python case sensitive when dealing with identifiers?
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Which module in the python standard library parses options received from the command line?
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Get System Information
import psutil
import platform
from sys import version as pyver
from pyrogram import __version__ as pyrover

def get_system_info():
    p_core = psutil.cpu_count(logical=False)  # Physical cores
    t_core = psutil.cpu_count(logical=True)    # Logical cores
    ram = str(round(psutil.virtual_memory().total / (1024.0**3))) + " GB"

    try:
        cpu_freq = psutil.cpu_freq().current
        if cpu_freq >= 1000:
            cpu_freq = f"{round(cpu_freq / 1000, 2)} ɢʜᴢ"
        else:
            cpu_freq = f"{round(cpu_freq, 2)} ᴍʜᴢ"
    except Exception:
        cpu_freq = "ғᴀɪʟᴇᴅ ᴛᴏ ғᴇᴛᴄʜ"

    # HDD information
    hdd = psutil.disk_usage("/")
    total_hdd = round(hdd.total / (1024.0**3), 2)  # Total space in GB
    used_hdd = round(hdd.used / (1024.0**3), 2)    # Used space in GB
    free_hdd = round(hdd.free / (1024.0**3), 2)    # Free space in GB

    # Return system information as a dictionary
    return {
        "Physical Cores": p_core,
        "Logical Cores": t_core,
        "RAM": ram,
        "CPU Frequency": cpu_freq,
        "HDD Total": f"{total_hdd} GB",
        "HDD Used": f"{used_hdd} GB",
        "HDD Free": f"{free_hdd} GB",
        "Python Version": pyver.split()[0] if pyver else "Unknown",
        "Pyrogram Version": pyrover
    }

if __name__ == "__main__":

    system_info = get_system_info()
    text=""
    for key, value in system_info.items():
        text+=f"{key}: {value}\n"
    print(text)
Jᴏɪɴ ᴜs :- @Python_Codes_Pro Support group :- @python_group_pro

🎉 Happy New Year, Coders! 🎉 As we step into this new year, may your code be bug-free and your projects be fulfilling! 💻✨ 🔧 Embrace challenges as opportunities to learn and grow! Remember, every line of code is a step toward mastery. 🚀 🌟 Keep pushing boundaries, exploring new technologies, and collaborating with others. Your creativity knows no limits! 🌐 Let’s make this year the one where your ideas come to life. Happy coding and happy New Year! 🍾🥳💻

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· Send paid media using pyrofork · Requirements
pip install pyrofork
from pyrogram import Client,idle,filters,types

app=Client("paidmedia",bot_token="bot_token_here",api_hash="api_hash_here",api_id="api_id_here")

@app.on_message(filters.command("sendpaidmedia"))
async def payout(b,m)   :
    await b.send_paid_media(
                    chat_id=m.chat.id,
                    stars_amount=100,
                    media=[
                        types.InputMediaPhoto("img.jpg"),
                
                    ],
                    caption="This is a secret  message. pay to watch")
if __name__=="__main__":
    print("client started")
    app.run()
    idle()
@CodesSnippet
Happy Coding 👨‍💻

What will be the output of the following code?
Anonymous voting

def func(a, b=2, c=3):
    return a + b + c

print(func(1, c=4))

Repost from PYTHON PROGRAMMING
Creating Virtual Environment for Python » Download Python
First you need python installed in your local machine to create virtual environment. Download Python from Here
» Steps to create '.env' folder (virtual environment for python) 1. Navigate to the folder where you want to make your project Example:

cd D:/code/
2. Open terminal (local terminal, command prompt, or vs code terminal) in that folder 3. Now, use these commands
python --version # Type this and hit enter to verify the python version


# Now use these commands
python -m venv .env
4. Your virtual environment is created in that folder, now activate this virtual environment using this command. Command for 'Command Prompt':
.\env\Scripts\activate
Command for 'Powershell':
.\env\Scripts\Activate.ps1
Command for Git Bash or WSL:
source \.env\bin\activate
If Powershell gives you error like File cannot be loaded because running scripts is disabled then use this command!
Set-ExecutionPolicy -Scope Process -ExecutionPolicy Bypass
5. Congratulations🎊 Your virtual environment activated now make your project Happy Coding 👨‍💻

Exclusion from the queue The collections.deque() class is a generalization of stacks and queues, and represents a deque. A de
Exclusion from the queue The collections.deque() class is a generalization of stacks and queues, and represents a deque. A deque() supports thread-safe, memory-efficient operations for inserting and removing elements of a sequence from either side, with roughly the same O(1) performance in either direction. #CodeSnippet #ProgrammingFun #python3 #python ⭐️Add coding folder 👇 https://t.me/addlist/2UhsQW_cGzkxMzg1

Convert PDF to docx using Python 📂 Tags: #DataScience #Python #ML #AI #LLM #BIGDATA #Courses ⭐️Add coding folder 👇 https://
Convert PDF to docx using Python 📂 Tags: #DataScience #Python #ML #AI #LLM #BIGDATA #Courses ⭐️Add coding folder 👇 https://t.me/addlist/2UhsQW_cGzkxMzg1

What is the output of this code snippet?
Anonymous voting

x = (1, 2, 3)
x += (4, 5)
print(x)