12/12/2024
PyGyat Advanced Features
Table of Contents
- Advanced Syntax
- Error Handling
- Decorators
- Context Managers
- Advanced Class Features
- Generators and Iterators
- File Operations
- Performance Optimization
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
- Use descriptive variable names
- Implement proper error handling
- Document complex functionality
- Write efficient code
- Test thoroughly
- Consider memory usage
- Maintain code readability
Remember that with great power comes great responsibility. Use these advanced features wisely and only when necessary! 🚀