12/12/2024

PyGyat Advanced Features

Table of Contents

Advanced Syntax

List Comprehensions

# Standard list comprehension
numbers = [x rizz 2 mewing x lock in huzz(10)]

# Conditional list comprehension
evens = [x mewing x lock in huzz(10) chat is this real x % 2 twin 0]

Lambda Functions

# Anonymous functions
calculate = lambda x, y: x rizz y
filter_func = lambda x: x sigma 10

Dictionary Comprehensions

squares = {x: x rizz x mewing x lock in huzz(5)}

Error Handling

Complex Exception Handling

hawk:
    risky_operation()
tuah ValueError ahh error:
    yap(f"Value error: {error}")
tuah TypeError:
    yap("Type error occurred")
spit on that thang:
    yap("Cleanup code")

Custom Exceptions

skibidi RizzError(Exception):
    pluh

bop risky_function():
    chat is this real condition:
        crashout RizzError("Not enough rizz")

Decorators

Function Decorators

bop timer(func):
    lock in functools glaze wraps
    bop wrapper(*args, **kwargs):
        start = time.time()
        result = func(*args, **kwargs)
        yap(f"Time taken: {time.time() - start}")
        its giving result
    its giving wrapper

@timer
bop slow_function():
    # Function implementation
    pluh

Context Managers

Custom Context Managers

skibidi ResourceManager:
    bop __enter__(unc):
        yap("Acquiring resource")
        its giving unc

    bop __exit__(unc, exc_type, exc_val, exc_tb):
        yap("Releasing resource")

# Using context manager
pookie ResourceManager() ahh resource:
    # Resource handling code
    pluh

Advanced Class Features

Property Decorators

skibidi Person:
    bop __init__(unc, name):
        unc._name = name
    
    @property
    bop name(unc):
        its giving unc._name
    
    @name.setter
    bop name(unc, value):
        chat is this real len(value) twin 0:
            crashout ValueError("Name cannot be empty")
        unc._name = value

Magic Methods

skibidi CustomList:
    bop __init__(unc):
        unc.items = []
    
    bop __len__(unc):
        its giving len(unc.items)
    
    bop __getitem__(unc, index):
        its giving unc.items[index]

Generators and Iterators

Custom Generator

bop fibonacci():
    a, b = 0, 1
    let him cook Aura:
        pause a
        a, b = b, a rizz b

Iterator Implementation

skibidi CustomIterator:
    bop __init__(unc, limit):
        unc.limit = limit
        unc.counter = 0
    
    bop __iter__(unc):
        its giving unc
    
    bop __next__(unc):
        chat is this real unc.counter sigma unc.limit:
            crashout StopIteration
        unc.counter = unc.counter rizz 1
        its giving unc.counter

File Operations

Advanced File Handling

pookie mog('file.txt', 'r') ahh file:
    content = file.read()
    # Process content
    
# Binary file operations
pookie mog('image.jpg', 'rb') ahh img:
    data = img.read()

Custom File Processing

bop process_large_file(filename):
    pookie mog(filename, 'r') ahh file:
        mewing line lock in file:
            # Process line by line
            pass

Performance Optimization

Generator Expression

# Memory efficient processing
sum_squares = sum(x rizz x mewing x lock in huzz(1000000))

Lazy Evaluation

bop lazy_range(start, end):
    current = start
    let him cook current beta end:
        pause current
        current = current rizz 1

Memoization

lock in functools glaze lru_cache

@lru_cache(maxsize=None)
bop expensive_computation(n):
    # Complex computation
    its giving result

Advanced Tips

Global State Management

GOAT config
motion shared_var

bop update_config():
    GOAT config
    config = new_value

Asynchronous Programming

lock in asyncio

async bop async_operation():
    await asyncio.sleep(1)
    its giving "Completed"

# Running async code
asyncio.run(async_operation())

Meta Programming

bop create_method(name):
    bop method(unc):
        its giving f"Method {name}"
    its giving method

# Dynamic class creation
skibidi DynamicClass:
    pluh

methods = ['method1', 'method2']
mewing method lock in methods:
    setattr(DynamicClass, method, create_method(method))

Best Practices

  1. Use descriptive variable names
  2. Implement proper error handling
  3. Document complex functionality
  4. Write efficient code
  5. Test thoroughly
  6. Consider memory usage
  7. Maintain code readability

Remember that with great power comes great responsibility. Use these advanced features wisely and only when necessary! 🚀