methods/lcb/function_code_sample/random_func_12.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, max_queries_left):
    operations = ['Q', 'R', 'I']
    
    # Bias towards queries if we haven't used many yet
    if max_queries_left > 0 and random.random() < 0.4:
        op = 'Q'
    else:
        op = random.choice(operations)
    
    if op == 'Q':
        x = random.randint(1, current_length)
        y = random.randint(1, current_length)
        return f"Q {x} {y}", current_length, 1
    elif op == 'R':
        x = random.randint(1, current_length)
        d = random.choice(string.ascii_lowercase)
        return f"R {x} {d}", current_length, 0
    else:  # op == 'I'
        x = random.randint(0, current_length)
        d = random.choice(string.ascii_lowercase)
        return f"I {x} {d}", current_length + 1, 0

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)
        
        operations = []
        current_length = initial_length
        queries_used = 0
        max_queries = min(m // 2 + 1, 20)
        
        for _ in range(m):
            if current_length >= 100000:
                # Only allow queries and replacements if string is too long
                if queries_used < max_queries and random.random() < 0.7:
                    x = random.randint(1, current_length)
                    y = random.randint(1, current_length)
                    operations.append(f"Q {x} {y}")
                    queries_used += 1
                else:
                    x = random.randint(1, current_length)
                    d = random.choice(string.ascii_lowercase)
                    operations.append(f"R {x} {d}")
            else:
                op, new_length, query_count = generate_operation(current_length, max_queries - queries_used)
                operations.append(op)
                current_length = new_length
                queries_used += query_count
        
        test_case = initial_string + '\n' + str(m) + '\n' + '\n'.join(operations)
        inputs.append(test_case)
    
    # Medium test cases
    for _ in range(15):
        initial_length = random.randint(20, 1000)
        initial_string = generate_random_string(initial_length)
        m = random.randint(50, 5000)
        
        operations = []
        current_length = initial_length
        queries_used = 0
        max_queries = min(m // 3 + 1, 1000)
        
        for _ in range(m):
            if current_length >= 100000:
                if queries_used < max_queries and random.random() < 0.8:
                    x = random.randint(1, current_length)
                    y = random.randint(1, current_length)
                    operations.append(f"Q {x} {y}")
                    queries_used += 1
                else:
                    x = random.randint(1, current_length)
                    d = random.choice(string.ascii_lowercase)
                    operations.append(f"R {x} {d}")
            else:
                op, new_length, query_count = generate_operation(current_length, max_queries - queries_used)
                operations.append(op)
                current_length = new_length
                queries_used += query_count
        
        test_case = initial_string + '\n' + str(m) + '\n' + '\n'.join(operations)
        inputs.append(test_case)
    
    # Large test cases
    for _ in range(10):
        initial_length = random.randint(1000, 50000)
        initial_string = generate_random_string(initial_length)
        m = random.randint(10000, 150000)
        
        operations = []
        current_length = initial_length
        queries_used = 0
        max_queries = min(m // 5 + 1, 10000)
        
        for _ in range(m):
            if current_length >= 100000:
                if queries_used < max_queries and random.random() < 0.9:
                    x = random.randint(1, current_length)
                    y = random.randint(1, current_length)
                    operations.append(f"Q {x} {y}")
                    queries_used += 1
                else:
                    x = random.randint(1, current_length)
                    d = random.choice(string.ascii_lowercase)
                    operations.append(f"R {x} {d}")
            else:
                op, new_length, query_count = generate_operation(current_length, max_queries - queries_used)
                operations.append(op)
                current_length = new_length
                queries_used += query_count
        
        test_case = initial_string + '\n' + str(m) + '\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("abcabcabc\n5\nQ 1 4\nQ 2 5\nI 3 x\nQ 1 5\nR 4 y")
    
    # Maximum operations with minimal queries
    operations = []
    for i in range(149995):
        operations.append(f"R 1 {random.choice(string.ascii_lowercase)}")
    for i in range(5):
        operations.append("Q 1 1")
    
    edge_case = "x\n150000\n" + '\n'.join(operations)
    inputs.append(edge_case)
    
    return inputs