methods/lcb/function_code_sample/random_func_2.py

import random
import string

def generate_random_string(length):
    return ''.join(random.choice(string.ascii_lowercase) for _ in range(length))

def generate_operations(num_ops, initial_length):
    operations = []
    current_length = initial_length
    
    for _ in range(num_ops):
        op_type = random.choices(['Q', 'R', 'I'], weights=[0.4, 0.3, 0.3])[0]
        
        if op_type == 'Q':
            x = random.randint(1, current_length)
            y = random.randint(1, current_length)
            operations.append(f"Q {x} {y}")
        elif op_type == 'R':
            x = random.randint(1, current_length)
            d = random.choice(string.ascii_lowercase)
            operations.append(f"R {x} {d}")
        else:  # op_type == 'I'
            x = random.randint(0, current_length)
            d = random.choice(string.ascii_lowercase)
            operations.append(f"I {x} {d}")
            current_length += 1
            if current_length > 100000:
                current_length = 100000
    
    return operations

def construct_inputs():
    inputs = []
    
    # Small test cases
    for _ in range(10):
        initial_length = random.randint(1, 20)
        initial_string = generate_random_string(initial_length)
        num_ops = random.randint(1, 50)
        operations = generate_operations(num_ops, initial_length)
        
        test_case = initial_string + '\n' + str(num_ops) + '\n' + '\n'.join(operations)
        inputs.append(test_case)
    
    # Medium test cases
    for _ in range(15):
        initial_length = random.randint(50, 1000)
        initial_string = generate_random_string(initial_length)
        num_ops = random.randint(100, 5000)
        operations = generate_operations(num_ops, initial_length)
        
        test_case = initial_string + '\n' + str(num_ops) + '\n' + '\n'.join(operations)
        inputs.append(test_case)
    
    # Large test cases
    for _ in range(10):
        initial_length = random.randint(5000, 50000)
        initial_string = generate_random_string(initial_length)
        num_ops = random.randint(10000, 100000)
        operations = generate_operations(num_ops, initial_length)
        
        test_case = initial_string + '\n' + str(num_ops) + '\n' + '\n'.join(operations)
        inputs.append(test_case)
    
    # Edge cases
    # Single character string
    inputs.append("a\n3\nQ 1 1\nR 1 b\nQ 1 1")
    
    # String with repeated characters
    inputs.append("aaaaaaa\n5\nQ 1 3\nQ 2 5\nI 3 b\nQ 1 4\nR 2 c")
    
    # Maximum operations with queries
    initial_string = generate_random_string(1000)
    query_ops = ["Q {} {}".format(random.randint(1, 1000), random.randint(1, 1000)) for _ in range(10000)]
    test_case = initial_string + '\n' + str(10000) + '\n' + '\n'.join(query_ops)
    inputs.append(test_case)
    
    return inputs