Spring Boot进阶之 Cache

本文的示例代码参考CacheDemo

开始

spring init -dweb,mysql,data-jpa,flyway,lombok --build gradle CacheDemo && cd CacheDemo

关于Flyway和DB Migration 详细参考Spring Boot开发之 DB Migration

添加Model

vim src/main/java/com/example/CacheDemo/Product.java

package com.example.CacheDemo;

import lombok.Data;

import javax.persistence.*;
import javax.validation.constraints.NotBlank;

@Entity
@Table(name = "products")
@Data
public class Product {
    @Id
    @GeneratedValue(strategy = GenerationType.IDENTITY)
    private Integer id;

    @NotBlank
    private String productName;
}

关于Lombok更多介绍可以参考Lombok简介

添加Service

vim src/main/java/com/example/CacheDemo/ProductRepository.java

package com.example.CacheDemo;

import org.springframework.data.repository.CrudRepository;

public interface ProductRepository extends CrudRepository {
}

vim src/main/java/com/example/CacheDemo/ProductService.java

package com.example.CacheDemo;

import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;

import java.util.Optional;

@Service
public class ProductService {
    @Autowired
    private ProductRepository productRepository;

    public Iterable findAll() {
        return productRepository.findAll();
    }

    public Optional findById(Integer id) {
        return productRepository.findById(id);
    }
}

添加Controller

vim src/main/java/com/example/CacheDemo/ProductsController.java

package com.example.CacheDemo;

import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.PathVariable;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;

import java.util.Optional;

@RestController
@RequestMapping("/products")
public class ProductsController {
    @Autowired
    private ProductService productService;

    @GetMapping
    public Iterable products() {
        return productService.findAll();
    }

    @GetMapping("/{productId}")
    public Optional product(@PathVariable("productId") String productId) {
        return productService.findById(Integer.valueOf(productId));
    }
}

数据库

数据库配置

vim src/main/resources/application.properties

spring.datasource.url=jdbc:mysql://localhost:3306/cache?userSSL=false
spring.datasource.username=root
spring.datasource.password=123456
spring.datasource.driver-class-name=com.mysql.jdbc.Driver

数据库服务

docker run --name cache-demo -p 3306:3306 -e MYSQL_ROOT_PASSWORD=123456 -d mysql:5.7.17

docker exec -i cache-demo mysql -uroot -p123456  <<< "CREATE DATABASE IF NOT EXISTS cache DEFAULT CHARSET utf8mb4 COLLATE utf8mb4_unicode_ci;"

数据库迁移

mkdir -p src/main/resources/db/migration

vim src/main/resources/db/migration/V1_0_0__create_product_table.sql

CREATE TABLE products (
  id bigint(20) NOT NULL AUTO_INCREMENT,
  product_name varchar(100) NOT NULL,
  PRIMARY KEY (id),
  UNIQUE KEY UK_product_name (product_name)
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4;

INSERT INTO products (product_name) VALUES ('Product01');

INSERT INTO products (product_name) VALUES ('Product02');

关于Flyway和DB Migration 详细参考Spring Boot开发之 DB Migration

测试

./gradlew bootrun

curl localhost:8080/products | json

[
  {
    "id": 1,
    "productName": "Product01"
  },
  {
    "id": 2,
    "productName": "Product02"
  }
]

curl localhost:8080/products/1 | json

{
  "id": 1,
  "productName": "Product01"
}

curl localhost:8080/products/2 | json

{
  "id": 2,
  "productName": "Product02"
}

这里使用nodejs的json工具格式化数据: npm i -g json

Cache使用

添加Cache

vim build.gradle

dependencies {
    compile("org.springframework.boot:spring-boot-starter-cache")
}

打开Cache

vim src/main/java/com/example/CacheDemo/DemoApplication.java

package com.example.CacheDemo;

import org.springframework.boot.SpringApplication;
import org.springframework.boot.autoconfigure.SpringBootApplication;
import org.springframework.cache.annotation.EnableCaching;

@SpringBootApplication
@EnableCaching
public class DemoApplication {

    public static void main(String[] args) {
        SpringApplication.run(DemoApplication.class, args);
    }
}

使用Cache

vim src/main/java/com/example/CacheDemo/ProductService.java

package com.example.CacheDemo;

import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.cache.annotation.CacheConfig;
import org.springframework.cache.annotation.Cacheable;
import org.springframework.stereotype.Service;

import java.util.Optional;

@Service
@CacheConfig(cacheNames = "products")
public class ProductService {
    @Autowired
    private ProductRepository productRepository;

    @Cacheable
    public Iterable findAll() {
        return productRepository.findAll();
    }

    @Cacheable
    public Optional findById(Integer id) {
        return productRepository.findById(id);
    }
}

测试用例1

为了了解Cache过程首先需要打开SQL调试如下

echo "spring.jpa.show-sql=true" >> src/main/resources/application.properties

./gradlew bootrun

# 第一次
curl localhost:8080/products | json
# Hibernate: select product0_.id as id1_0_, product0_.product_name as product_2_0_ from products product0_

[
  {
    "id": 1,
    "productName": "Product01"
  },
  {
    "id": 2,
    "productName": "Product02"
  }
]

# 第二次
curl localhost:8080/products | json
# 没有Hibernate SQL语句

[
  {
    "id": 1,
    "productName": "Product01"
  },
  {
    "id": 2,
    "productName": "Product02"
  }
]

测试用例2

# 第一次
curl localhost:8080/products/1 | json
# Hibernate: select product0_.id as id1_0_0_, product0_.product_name as product_2_0_0_ from products product0_ where product0_.id=?

{
  "id": 1,
  "productName": "Product01"
}

# 第二次
curl localhost:8080/products/1 | json
# 没有Hibernate SQL语句

{
  "id": 1,
  "productName": "Product01"
}

测试用例3

# 第一次
curl localhost:8080/products/2 | json
# Hibernate: select product0_.id as id1_0_0_, product0_.product_name as product_2_0_0_ from products product0_ where product0_.id=?

{
  "id": 2,
  "productName": "Product02"
}

# 第二次
curl localhost:8080/products/2 | json
# 没有Hibernate SQL语句

{
  "id": 2,
  "productName": "Product02"
}

Cache配置

配置Key

默认配置会按照函数的所有参数组合作为key值

vim src/main/java/com/example/CacheDemo/ProductService.java

package com.example.CacheDemo;

import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.cache.annotation.CacheConfig;
import org.springframework.cache.annotation.Cacheable;
import org.springframework.stereotype.Service;

import java.util.Optional;

@Service
@CacheConfig(cacheNames = "products")
public class ProductService {
    @Autowired
    private ProductRepository productRepository;

    @Cacheable(key = "'all'")
    public Iterable findAll() {
        return productRepository.findAll();
    }

    @Cacheable(key = "'one'")
    public Optional findById(Integer id) {
        return productRepository.findById(id);
    }
}

测试用例1

./gradlew bootrun

# 第一次
curl localhost:8080/products | json
# Hibernate: select product0_.id as id1_0_, product0_.product_name as product_2_0_ from products product0_

[
  {
    "id": 1,
    "productName": "Product01"
  },
  {
    "id": 2,
    "productName": "Product02"
  }
]

# 第二次
curl localhost:8080/products | json
# 没有Hibernate SQL语句

[
  {
    "id": 1,
    "productName": "Product01"
  },
  {
    "id": 2,
    "productName": "Product02"
  }
]

测试用例2

# 第一次
curl localhost:8080/products/1 | json
# Hibernate: select product0_.id as id1_0_0_, product0_.product_name as product_2_0_0_ from products product0_ where product0_.id=?

{
  "id": 1,
  "productName": "Product01"
}

# 第二次
curl localhost:8080/products/1 | json
# 没有Hibernate SQL语句

{
  "id": 1,
  "productName": "Product01"
}

测试用例3

# 第一次
curl localhost:8080/products/2 | json
# 没有Hibernate SQL语句

{
  "id": 1,
  "productName": "Product01"
}

# 第二次
curl localhost:8080/products/2 | json
# 没有Hibernate SQL语句

{
  "id": 1,
  "productName": "Product01"
}

sed -i "" "s/'one'/#p0/g" src/main/java/com/example/CacheDemo/ProductService.java

测试用例1

./gradlew bootrun

# 第一次
curl localhost:8080/products | json
# Hibernate: select product0_.id as id1_0_, product0_.product_name as product_2_0_ from products product0_

[
  {
    "id": 1,
    "productName": "Product01"
  },
  {
    "id": 2,
    "productName": "Product02"
  }
]

# 第二次
curl localhost:8080/products | json
# 没有Hibernate SQL语句

[
  {
    "id": 1,
    "productName": "Product01"
  },
  {
    "id": 2,
    "productName": "Product02"
  }
]

测试用例2

# 第一次
curl localhost:8080/products/1 | json
# Hibernate: select product0_.id as id1_0_0_, product0_.product_name as product_2_0_0_ from products product0_ where product0_.id=?

{
  "id": 1,
  "productName": "Product01"
}

# 第二次
curl localhost:8080/products/1 | json
# 没有Hibernate SQL语句

{
  "id": 1,
  "productName": "Product01"
}

测试用例3

# 第一次
curl localhost:8080/products/2 | json
# Hibernate: select product0_.id as id1_0_0_, product0_.product_name as product_2_0_0_ from products product0_ where product0_.id=?

{
  "id": 2,
  "productName": "Product02"
}

# 第二次
curl localhost:8080/products/2 | json
# 没有Hibernate SQL语句

{
  "id": 2,
  "productName": "Product02"
}

配置Ehcache

vim build.gradle

dependencies {
    compile('org.ehcache:ehcache:3.4.0')
    compile('javax.cache:cache-api')
}

vim src/main/resources/ehcache.xml

更多配置以及说明可以参考Examples

echo "spring.cache.jcache.config=classpath:ehcache.xml" >> src/main/resources/application.properties

测试

./gradlew bootrun

[           main] org.ehcache.xml.XmlConfiguration         : Loading Ehcache XML configuration from ***/CacheDemo/build/resources/main/ehcache.xml.
[           main] org.ehcache.core.EhcacheManager          : Cache 'products' created in Eh107InternalCacheManager.
[           main] org.ehcache.jsr107.Eh107CacheManager     : Registering Ehcache MBean javax.cache:type=CacheStatistics,CacheManager=file.***/CacheDemo/build/resources/main/ehcache.xml,Cache=products
[           main] org.ehcache.jsr107.Eh107CacheManager     : Registering Ehcache MBean javax.cache:type=CacheStatistics,CacheManager=file.***/CacheDemo/build/resources/main/ehcache.xml,Cache=products

配置Expiry

sed -i "" "s/#p0/'one'/g" src/main/java/com/example/CacheDemo/ProductService.java

vim src/main/resources/ehcache.xml

测试

./gradlew bootrun

# 第一次
curl localhost:8080/products/1 | json
# Hibernate: select product0_.id as id1_0_0_, product0_.product_name as product_2_0_0_ from products product0_ where product0_.id=?

{
  "id": 1,
  "productName": "Product01"
}

# 第二次
curl localhost:8080/products/2 | json
# 没有Hibernate SQL语句

{
  "id": 1,
  "productName": "Product01"
}

# 第三次 (第一次请求10秒钟后)
curl localhost:8080/products/2 | json
# Hibernate: select product0_.id as id1_0_0_, product0_.product_name as product_2_0_0_ from products product0_ where product0_.id=?

{
  "id": 2,
  "productName": "Product02"
}

Cache清除

vim src/main/java/com/example/CacheDemo/CacheController.java

package com.example.CacheDemo;

import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.cache.CacheManager;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.RestController;

@RestController
public class CacheController {

    @Autowired
    private CacheManager cacheManager;

    @GetMapping(path = "/clear-cache")
    public String clearCache() {
        Iterable cacheNames = cacheManager.getCacheNames();
        System.out.println(cacheNames.toString());
        for (String cacheName : cacheNames) {
            cacheManager.getCache(cacheName).clear();
        }
        return "clear-cache";
    }
}

测试

./gradlew bootrun

curl localhost:8080/products/1 | json

{
  "id": 1,
  "productName": "Product01"
}

curl localhost:8080/clear-cache
# 打印"[products]" & 返回"clear-cache"

curl localhost:8080/products/2 | json

{
  "id": 2,
  "productName": "Product02"
}

再谈Cache

Cache原理

高速存储代替慢速存储

小结果集快速查询代替大结果集普通查询

Cache缺点

高数据一致性导致低性能

高性能导致低数据一致性

Cache场景

更新不频繁的I/O密集型数据

增强系统可靠性 但同样需要预防缓存穿透和缓存雪崩的问题

关于更多"缓存穿透和缓存雪崩" 可以参考本文参考附录

参考

A Guide To Caching in Spring
Spring Boot中的缓存支持（一）注解配置与EhCache使用
Spring缓存注解@Cacheable、@CacheEvict、@CachePut使用
Spring 4.3.7 and ehcache 3.3.1 can't autowire cache manager
缓存穿透、雪崩、热点与Redis
缓存穿透和缓存雪崩
缓存雪崩问题

Spring Boot进阶之 Cache

目录

开始

添加Model

添加Service

添加Controller

数据库

数据库配置

数据库服务

数据库迁移

Cache使用

添加Cache

打开Cache

使用Cache

Cache配置

配置Key

配置Ehcache

配置Expiry

Cache清除

再谈Cache

Cache原理

Cache缺点

Cache场景

参考

你可能感兴趣的:(Spring Boot进阶之 Cache)

Spring Boot进阶 之 Cache

目录

开始

添加Model

添加Service

添加Controller

数据库

数据库配置

数据库服务

数据库迁移

Cache使用

添加Cache

打开Cache

使用Cache

Cache配置

配置Key

配置Ehcache

配置Expiry

Cache清除

再谈Cache

Cache原理

Cache缺点

Cache场景

参考

你可能感兴趣的:(Spring Boot进阶 之 Cache)

Spring Boot进阶之 Cache

你可能感兴趣的:(Spring Boot进阶之 Cache)