methods/lcb/function_code_sample/random_func_7.py

import random
import string

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

def generate_operation(current_length, query_count, max_queries):
    operations = []
    
    # Choose operation type with weighted probability
    if query_count >= max_queries:
        # No more queries allowed
        op_type = random.choices(['R', 'I'], weights=[0.6, 0.4])[0]
    else:
        op_type = random.choices(['Q', 'R', 'I'], weights=[0.5, 0.3, 0.2])[0]
    
    if op_type == 'Q':
        x = random.randint(1, current_length)
        y = random.randint(1, current_length)
        return f"Q {x} {y}", current_length, query_count + 1
    
    elif op_type == 'R':
        x = random.randint(1, current_length)
        d = random.choice(string.ascii_lowercase)
        return f"R {x} {d}", current_length, query_count
    
    else:  # op_type == 'I'
        x = random.randint(0, current_length)
        d = random.choice(string.ascii_lowercase)
        return f"I {x} {d}", current_length + 1, query_count

def construct_inputs():
    inputs = []
    
    # Small test cases
    for _ in range(10):
        initial_length = random.randint(1, 20)
        initial_string = generate_random_string(initial_length)
        m = random.randint(1, 30)
        max_queries = min(m, 20)
        
        operations = []
        current_length = initial_length
        query_count = 0
        
        for _ in range(m):
            op, current_length, query_count = generate_operation(current_length, query_count, max_queries)
            operations.append(op)
            if current_length > 100:  # Prevent string from getting too long
                break
        
        test_case = initial_string + '\n' + str(len(operations)) + '\n' + '\n'.join(operations)
        inputs.append(test_case)
    
    # Medium test cases
    for _ in range(10):
        initial_length = random.randint(20, 100)
        initial_string = generate_random_string(initial_length)
        m = random.randint(50, 500)
        max_queries = min(m // 3, 100)
        
        operations = []
        current_length = initial_length
        query_count = 0
        
        for _ in range(m):
            op, current_length, query_count = generate_operation(current_length, query_count, max_queries)
            operations.append(op)
            if current_length > 1000:  # Prevent string from getting too long
                break
        
        test_case = initial_string + '\n' + str(len(operations)) + '\n' + '\n'.join(operations)
        inputs.append(test_case)
    
    # Large test cases
    for _ in range(10):
        initial_length = random.randint(100, 1000)
        initial_string = generate_random_string(initial_length)
        m = random.randint(1000, 10000)
        max_queries = min(m // 10, 1000)
        
        operations = []
        current_length = initial_length
        query_count = 0
        
        for _ in range(m):
            op, current_length, query_count = generate_operation(current_length, query_count, max_queries)
            operations.append(op)
            if current_length > 10000:  # Prevent string from getting too long
                break
        
        test_case = initial_string + '\n' + str(len(operations)) + '\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 patterns
    inputs.append("abcabc\n5\nQ 1 4\nQ 2 5\nI 3 d\nQ 1 5\nR 2 x")
    
    # Maximum operations with small string
    operations = []
    current_length = 5
    query_count = 0
    for _ in range(100):
        op, current_length, query_count = generate_operation(current_length, query_count, 50)
        operations.append(op)
    inputs.append("hello\n" + str(len(operations)) + '\n' + '\n'.join(operations))
    
    return inputs