基本思路

缓存返回值：用 Map<参数, 返回值> 保存已经计算过的结果，下次再传相同参数时直接返回缓存。

统计调用次数：用 Map<参数, 调用次数> 来记录每个参数调用次数。

线程安全（可选）：使用 ConcurrentHashMap 保证多线程安全。

2️⃣ 示例代码（单参数函数）

import java.util.Map;

import java.util.concurrent.ConcurrentHashMap;

import java.util.function.Function;

public class FunctionCache<T, R> {

    // 缓存函数返回值

    private final Map<T, R> cache = new ConcurrentHashMap<>();

    // 统计每个参数调用次数

    private final Map<T, Integer> callCount = new ConcurrentHashMap<>();

    // 需要缓存的函数

    private final Function<T, R> function;

    public FunctionCache(Function<T, R> function) {

        this.function = function;

    }

    public R apply(T input) {

        // 统计调用次数

        callCount.merge(input, 1, Integer::sum);

        // 从缓存获取或计算

        return cache.computeIfAbsent(input, function);

    }

    public int getCallCount(T input) {

        return callCount.getOrDefault(input, 0);

    }

    public static void main(String[] args) {

        // 示例：计算阶乘（递归）并缓存

        FunctionCache<Integer, Integer> factorialCache = new FunctionCache<>(FunctionCache::factorial);

        System.out.println(factorialCache.apply(5)); // 120

        System.out.println(factorialCache.apply(5)); // 120，直接从缓存

        System.out.println(factorialCache.apply(3)); // 6

        System.out.println("5调用次数: " + factorialCache.getCallCount(5)); // 2

        System.out.println("3调用次数: " + factorialCache.getCallCount(3)); // 1

    }

    // 简单阶乘函数

    public static int factorial(int n) {

        if (n <= 1) return 1;

        return n * factorial(n - 1);

    }

}

3️⃣ 说明

computeIfAbsent：如果缓存中没有值，就调用函数计算并缓存。

callCount.merge(input, 1, Integer::sum)：每次调用自动累加次数。

可以扩展为 多参数函数，只需要把参数包装成一个 对象或列表 当作 Map 的 key。

如果需要 更高性能，可以使用 LoadingCache（Guava 提供）或者 Caffeine。

4️⃣ 多参数函数示例

import java.util.Arrays;

import java.util.concurrent.ConcurrentHashMap;

import java.util.Map;

public class MultiParamCache<R> {

    private final Map<String, R> cache = new ConcurrentHashMap<>();

    private final Map<String, Integer> callCount = new ConcurrentHashMap<>();

    @FunctionalInterface

    public interface Func<R> {

        R apply(Object... args);

    }

    private final Func<R> function;

    public MultiParamCache(Func<R> function) {

        this.function = function;

    }

    private String key(Object... args) {

        return Arrays.deepToString(args); // 把参数数组序列化为字符串

    }

    public R apply(Object... args) {

        String k = key(args);

        callCount.merge(k, 1, Integer::sum);

        return cache.computeIfAbsent(k, kk -> function.apply(args));

    }

    public int getCallCount(Object... args) {

        return callCount.getOrDefault(key(args), 0);

    }

}

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