In Python Code __hot__ -

def deposit(self, amount: float) -> None: if amount <= 0: raise ValueError("Deposit must be positive") self._balance += amount

# Write with open("data.txt", "w") as f: f.write("Hello, Python\n") with open("data.txt", "r") as f: content = f.read() print(content) 7. Pythonic Patterns & Idioms Swap variables a, b = b, a # no temp variable needed Check for emptiness if not items: # instead of if len(items) == 0 print("Empty") Use enumerate for index for i, value in enumerate(["a", "b", "c"]): print(i, value) # 0 a, 1 b, 2 c Use zip to iterate over multiple sequences names = ["Anna", "Bob"] scores = [95, 87] for name, score in zip(names, scores): print(f"name: score") 8. Modern Python Features (3.8+) Walrus operator := (assignment inside expression) # Without walrus data = input("Enter: ") while data != "quit": print(f"You said data") data = input("Enter: ") With walrus while (data := input("Enter: ")) != "quit": print(f"You said data") Structural Pattern Matching ( match / case ) def handle_command(cmd): match cmd.split(): case ["quit"]: return "Goodbye" case ["hello", name]: return f"Hello, name" case ["add", x, y] if x.isdigit() and y.isdigit(): return int(x) + int(y) case _: return "Unknown command" 9. Writing Testable Python Code Use unittest or pytest . Example with built-in doctest : in python code

# Ugly (C-style loop) i = 0 while i < len(items): print(items[i]) i += 1 for item in items: print(item) 2. Core Structures Expressed in Python Code Lists & List Comprehensions # Creating and transforming numbers = [1, 2, 3, 4] squares = [n**2 for n in numbers] # [1, 4, 9, 16] evens = [n for n in numbers if n % 2 == 0] # [2, 4] Dictionaries & Dict Comprehensions users = "alice": 25, "bob": 30 ages_plus_10 = name: age+10 for name, age in users.items() # 'alice': 35, 'bob': 40 Sets & Set Operations A = 1, 2, 3 B = 3, 4, 5 print(A | B) # union: 1,2,3,4,5 print(A & B) # intersection: 3 3. Functions – The Heart of Python Code Define behavior cleanly with type hints (Python 3.5+): def deposit(self, amount: float) -&gt; None: if amount