Code With Python
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This channel delivers clear, practical content for developers, covering Python, Django, Data Structures, Algorithms, and DSA – perfect for learning, coding, and mastering key programming skills.
Admin: @HusseinSheikho || @Hussein_Sheikho
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relative import | Python Glossary

📖 Import modules from the same package or parent packages using leading dots.

🏷️ #Python
GeoPandas Basics: Maps, Projections, and Spatial Joins

📖 Dive into GeoPandas with this tutorial covering data loading, mapping, CRS concepts, projections, and spatial joins for intuitive analysis.

🏷️ #intermediate #data-science
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.iss.one/addlist/8_rRW2scgfRhOTc0

https://t.iss.one/Codeprogrammer
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transitive dependency | Python Glossary

📖 An indirect requirement of your project.

🏷️ #Python
wildcard import | Python Glossary

📖 An import uses the star syntax to pull many names into your current namespace at once.

🏷️ #Python
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cProfile | Python Standard Library

📖 Provides a way to measure where time is being spent in your application.

🏷️ #Python
3
Quiz: GeoPandas Basics: Maps, Projections, and Spatial Joins

📖 Test GeoPandas basics for reading, mapping, projecting, and spatial joins to handle geospatial data confidently.

🏷️ #intermediate #data-science
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🧠 Dataclasses: automatic creation of methods and properties

Do you hate writing monotonous __init__, __repr__ and __eq__ for each class? Dataclasses do it for you.

😩 Manual implementation is a boring and stupid task
class Point:
    def __init__(self, x, y):
        self.x = x
        self.y = y
    def __repr__(self):
        return f"Point(x={self.x}, y={self.y})"
    def __eq__(self, other):
        return self.x == other.x and self.y == other.y

class User:
    def __init__(self, name, age):
        self.name = name
        self.age = age
    def __repr__(self):
        return f"User(name={self.name}, age={self.age})"
    def __eq__(self, other):
        return self.name == other.name and self.age == other.age


Problem:
This is crap. Tons of boilerplate code that's easy to break or forget to update.

✔️ Correctly (via @dataclass)
from dataclasses import dataclass

@dataclass
class Point:
    x: int
    y: int

@dataclass
class User:
    name: str
    age: int

p1 = Point(10, 20)
p2 = Point(10, 20)
u = User("Ivan", 30)

print(p1)          # Point(x=10, y=20)
print(p1 == p2)    # True
print(u)           # User(name='Ivan', age=30)


How it works:
The decorator @dataclass automatically generates methods based on type annotations.

Customizing a dataclass:
from dataclasses import dataclass, field

@dataclass(order=True, frozen=True)
class Product:
    name: str
    price: float = 0.0
    tags: list[str] = field(default_factory=list, compare=False)

    def expensive(self):
        return self.price > 1000

p1 = Product("Laptop", 1500.0)
p2 = Product("Mouse", 50.0)
print(p1 > p2)        # True (price comparison due to order=True)
p1.tags.append("tech")
# p1.name = "PC"      # Error! frozen=True makes the object immutable
inits generated by default?:
🔵 __initreprtializer with parameters
🔵 __repr_eqetty string representation
🔵 __eq__ - comparison acltllles
gth geTrue: __lt__, __le__, __gt__, __ge__

Important:
Dataclasses
are not a replacement for regular classes. Use them for data structures where standard methods are needed.

👩‍💻 @DataScience4
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Creating Barcodes in Python!

Barcode generation can be easily automated using the python-barcode library.

First, install the library itself and the dependency for image generation:
pip install python-barcode pillow


The Pillow library is used to save in PNG format via ImageWriter.

Import the main module and writer for working with images:
import barcode
from barcode.writer import ImageWriter


Let's create an EAN-13 barcode. Important: exactly 12 digits are passed, and the check digit is automatically calculated and added.
ean = barcode.get(
    "ean13",
    "590123412345",
    writer=ImageWriter()
)


Save it to disk:
filename = ean.save("product_barcode")
print(filename)


As a result, the product_barcode.png file will be created in the current directory.

Generating several barcodes: a common scenario is generating a series of barcodes, for example for a list of products or database records:
codes = [
    "123456789012",
    "987654321098",
    "111222333444"
]

for value in codes:
    code_obj = barcode.get(
        "ean13",
        value,
        writer=ImageWriter()
    )
    code_obj.save(f"barcode_{value}")


Here, it's also important to comply with the format requirement: 12 digits for EAN-13, otherwise the library will throw an exception.

If you need to encode arbitrary strings (order numbers, documents), it's more convenient to use Code128:
code128 = barcode.get(
    "code128",
    "ORDER-2025-001",
    writer=ImageWriter()
)

code128.save("order_barcode")


This format is not limited to numbers and is widely used in logistics and document management.

In practice, generation is often outsourced to a function - for reuse in services or APIs:
def generate_barcode(value, filename):
    code = barcode.get(
        "code128",
        value,
        writer=ImageWriter()
    )
    return code.save(filename)

generate_barcode("INVOICE-4587", "invoice_4587")


🔥 This approach is convenient to scale and supplement with logic (validation, writer settings, saving paths in the database, etc.).

👉 @DataScience4
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thread | Python Glossary

📖 A separate flow of execution within a program.

🏷️ #Python
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