java全集持续更新维护
2021-01-20 20:35:51 0 举报
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子主题
常见问题
幂等性
概念
一个幂等操作的特点是其任意多次执行所产生的影响均与一次执行的影响相同。幂等函数,或幂等方法,是指可以使用相同参数重复执行,并能获得相同结果的函数。这些函数不会影响系统状态,也不用担心重复执行会对系统造成改变
场景
重复提交、重复请求,重复支付
查询操作、删除操作、唯一索引
产生问题
前端重复提交表单
在填写一些表格时候,用户填写完成提交,很多时候会因网络波动没有及时对用户做出提交成功响应,致使用户认为没有成功提交,然后一直点提交按钮,这时就会发生重复提交表单请求
用户恶意进行刷单
例如在实现用户投票这种功能时,如果用户针对一个用户进行重复提交投票,这样会导致接口接收到用户重复提交的投票信息,这样会使投票结果与事实严重不符
接口超时重复提交
很多时候 HTTP 客户端工具都默认开启超时重试的机制,尤其是第三方调用接口时候,为了防止网络波动超时等造成的请求失败,都会添加重试机制,导致一个请求提交多次
消息进行重复消费
当使用 MQ 消息中间件时候,如果发生消息中间件出现错误未及时提交消费信息,导致发生重复消费
解决方式
数据库唯一主键
数据库唯一主键的实现主要是利用数据库中主键唯一约束的特性,一般来说唯一主键比较适用于“插入”时的幂等性,其能保证一张表中只能存在一条带该唯一主键的记录。<br>使用数据库唯一主键完成幂等性时需要注意的是,该主键一般来说并不是使用数据库中自增主键,而是使用分布式 ID 充当主键,这样才能能保证在分布式环境下 ID 的全局唯一性<br><br>
主要流程如下:<br><br>客户端执行创建请求,调用服务端接口。<br><br>服务端执行业务逻辑,生成一个分布式 ID,将该 ID 充当待插入数据的主键,然<br><br>后执数据插入操作,运行对应的 SQL 语句。<br>服务端将该条数据插入数据库中,如果插入成功则表示没有重复调用接口。如果抛出主键重复异常,则表示数据库中已经存在该条记录,返回错误信息到客户端。<br><br>
数据库乐观锁
数据库乐观锁方案一般只能适用于执行更新操作的过程,我们可以提前在对应的数据表中多添加一个字段,充当当前数据的版本标识。<br>这样每次对该数据库该表的这条数据执行更新时,都会将该版本标识作为一个条件,值为上次待更新数据中的版本标识的值。
子主题
防重 Token 令牌
1、针对客户端连续点击或者调用方的超时重试等情况,例如提交订单,此种操作就可以用 Token 的机制实现防止重复提交。<br>2简单的说就是调用方在调用接口的时候先向后端请求一个全局 ID(Token),请求的时候携带这个全局 ID 一起请求(Token 最好将其放到 Headers 中),后端需要对这个 Token 作为 Key,用户信息作为 Value 到 Redis 中进行键值内容校验,如果 Key 存在且 Value 匹配就执行删除命令,然后正常执行后面的业务逻辑。如果不存在对应的 Key 或 Value 不匹配就返回重复执行的错误信息,这样来保证幂等操作<br>
1、服务端提供获取 Token 的接口,该 Token 可以是一个序列号,也可以是一个分布式 ID 或者 UUID 串。<br>2、客户端调用接口获取 Token,这时候服务端会生成一个 Token 串。<br>3、然后将该串存入 Redis 数据库中,以该 Token 作为 Redis 的键(注意设置过期时间)。<br>4、将 Token 返回到客户端,客户端拿到后应存到表单隐藏域中。<br>5、客户端在执行提交表单时,把 Token 存入到 Headers 中,执行业务请求带上该 Headers。<br>6、服务端接收到请求后从 Headers 中拿到 Token,然后根据 Token 到 Redis 中查找该 key 是否存在。<br>7、服务端根据 Redis 中是否存该 key 进行判断,如果存在就将该 key 删除,然后正常执行业务逻辑。如果不存在就抛异常,返回重复提交的错误信息。<br>
下游传递唯一序列号
1、所谓请求序列号,其实就是每次向服务端请求时候附带一个短时间内唯一不重复的序列号,该序列号可以是一个有序 ID,也可以是一个订单号,一般由下游生成,在调用上游服务端接口时附加该序列号和用于认证的 ID。<br>2、当上游服务器收到请求信息后拿取该 序列号 和下游 认证ID 进行组合,形成用于操作 Redis 的 Key,然后到 Redis 中查询是否存在对应的 Key 的键值对,根据其结果:<br>3、如果存在,就说明已经对该下游的该序列号的请求进行了业务处理,这时可以直接响应重复请求的错误信息。
下游服务生成分布式 ID 作为序列号,然后执行请求调用上游接口,并附带唯一序列号与请求的认证凭据ID。<br><br>上游服务进行安全效验,检测下游传递的参数中是否存在序列号和凭据ID。<br><br>上游服务到 Redis 中检测是否存在对应的序列号与认证ID组成的 Key,如果存在就抛出重复执行的异常信息,然后响应下游对应的错误信息。如果不存在就以该序列号和认证ID组合作为 Key,以下游关键信息作为 Value,进而存储到 Redis 中,然后正常执行接来来的业务逻辑<br><br>
对比图
<img 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" 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对象克隆
必要条件
深克隆
浅克隆
Nginx
限制域名访问
子主题
子主题
JVM虚拟机
JRE/JDK/JVM关系
JDK
JDK(Java Development Kit)是程序开发者用来来编译、调试java程序用的开发工具包。JDK的工具也是Java程序,也需要JRE才能运行。为了保持JDK的独立性和完整性,在JDK的安装过程中,JRE也是 安装的一部分。所以,在JDK的安装目录下有一个名为jre的目录,用于存放JRE文件
JRE
JRE(JavaRuntimeEnvironment,Java运行环境),也就是Java平台。所有的Java 程序都要在JRE下才能运行。普通用户只需要运行已开发好的java程序,安装JRE即可
JVM
原理
JVM是Java Virtual Machine(Java虚拟机)的缩写,是一种用于计算设备的规范,它是一个虚构出来的计算机,是通过在实际的计算机上仿真模拟各种计算机功能实现的。java虚拟机包括一套字节码指令集,一组寄存器,一个栈,一个垃圾回收堆和一个存储方法域。JVM屏蔽了与具体操作系统平台相关的信息,使Java程序只需生成在Java虚拟机上运行的目标代码(字节码),就可以在多种平台上不加修改地运行。JVM在执行字节码时,实际上最终还是把字节码解释成具体平台上的机器指令执行
关系
JVM(JavaVirtualMachine,Java虚拟机)是JRE的一部分。它是一个虚构出来的计算机,是通过在实际的计算机上仿真模拟各种计算机功能来实现的。JVM有自己完善的硬件架构,如处理器、堆栈、寄存器等,还具有相应的指令系统。Java语言最重要的特点就是跨平台运行。使用JVM就是为了支持与操作系统无关,实现跨平台
JVM模式
简图
<img 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MyAAWAAGAAGgAFg4DUYuLwQcBdFupWdXdLzGiHfRQZn0gF5dmCnuRBQ2M6vFAXO1Ofb+pr5UZh4ZwzTwolYknz9VRmALxz2AwwAA8AAMAAMAAPAADDwYgx8TSGAtxNXVmVfLPy3JV9n8OlWsCHPNh361W2/UyRNemmVclndowFfWKjirdd0pkS0s8Fv197vVugovpyBcfSBCRkYAAaAAWAAGAAGgAFg4I9i4HsKAf4ZUevQwLaEDolIkBMnt5BnKyYk4Y8fl6AtyvTMfv1RkiD31vE+5D46i2Pg0Zo/K48/OtFAXx9ij8Afgl1gABgABoABYOBrMPBFhQAEYgjGgQFgABgABoABYAAYAAaAAWAAGAAGgAEUAlD1+pqqFxweHB4wAAwAA8AAMAAMAAPAADAADAADPysKASgEoBAwhAE6KZ9fOzb79vy6zC888G9Ift82AQEvmHC/DfPgF5gHBoABYAAYAAbujAEUApDEoBAwgAF5tSU9479MP+v2bvtfOvgOTu/OTu8dtAEvsIl34A5jAnfAADAADAADwAAwYGEAhYCBJNASJq5/i6GFd4zLYYly+v3vY17TtwJ8i0zAp23/wIstG+AGsgEGgAFgABgABoABYOAdGEAhAIUA7AjoxICs7koR4Gd+rL+//JgAigBw5LkjB16AiRwT+BuYAAaAAWAAGAAGgIF3Y+D1hQD3/nl+bZrbUt2ZhL1bYBi/x2j9c9Gyff5P6JpXd8M77vk1ir/PpXMnALV7rHK+wCW4mqaVzi14UpFi+/9cH8uFuxYm0TmPSa9GnOnRiUt0P63z8lifdFZDxB/pZuod0xVzevTRqr+z8HKVDNHvNdiEXCFXYAAYAAaAAWAAGLg3Bl5fCJDVUzxLfVFydCPARbreVs8vSQhfx7Nb3X3MQXczJaJtRYBpmtd5nteFkleXuPYknp08+oLbLimWRP2KIoTXtxvT6ZkS9edK5yicfm6C8JcVNaZ5GZCtbN0v62NEf0fwgsmzE/Mf7lugb+gbGAAGgAFgABgABl6JgdcXAn5+1mme13maQjKFAO7PyoKTp7+i63ldkjMApnV5lJPH2Jin5bE+HvSfkmNaxW5vG/dT/+53KcQFi8TGar8POGHZ6aOMyecnnMkr028Wlwq0aLLbzneo6KNff8fwotGKawPYTLCP9sAQMAAMAAPAADAADAADhIG3FAIAPoDvuzHgE/FK4jksI58Il1bh+bn185JzTqaNVyduq/cnFYSq/HXIl3YxPJd1efQUZjr6RxL6Z4ucw/YJTAATwAAwAAwAA8AAMHADDKAQcAMlIKD8tsLIxYmk36JfKgTwAYdG4t5tE35rvfmIRNvW+2Y72B45sQsZxcLExh/RxTLo27Vwsf42+r7NLsBvsw0AIwgggQFgABgABoABYOAgBt5SCJjoELPs2V4EQH8zCKZHAxboOnNUFyeSsjXeTMx/VrcjoPB7lz1KYq48FiD9tCXmrTYgBxJahYA2+RJN8ngBCgGtssd9gml8AgvAADAADAADwAAw8MkYeFEhQALzZzjhu5CEUPL4eGannT+t085ltTGcHC7BPSsm+10Zt2+8UcBndPyGJKSVTnefl018Srp1Crw7i4EOp6Pn0ulk9ShRm+iQOzlp/flY9Tc4KKeyez3Qae16G88n6U9Oc1dkbhmNo0vaEX2m3ic+a2JZ1occfJfLxuRrVIdntRN7sBLZ4+NwYsuvNNyf2s86Ku4Y6Kgw8mMGOZ5THoSes8a08JPYUoT33f3+kQB53SMKAam+dvLqwAPaQpbAADAADAADwAAwAAzcHwMvKgSkgnBBt5EcclJBp4xP6evYKMmjxNAI7qWdnpxy4pUWCJgmadc73ii4ZbxeOmk8aUu0buO75JcSvjyp5CQ+OZzOyc6/Uk5W6c3VXJ+sPpbkVWxcNOGiSz2p830Yut54cEmGJMfPdYn4o1PgXRFj1wcf1MfFhse6uNP76VV1Ihvik+g8a/t7iuGU9t7fhNdcZ739lO5nPXPB6LluJ/n7YkmCoYNJXkuSz9gtFwuOyTTIQuxEtzG6j3xJKnsUAoL8ztID+oFMgQFgABgABoABYAAYuC8GblYIOJDsFw8Qox0G2iveDow3mjwN0fmzlp/pLvPx8yNJ/ezeK58k8JIYLpJAe7A6OtNkKRgy96cVVsI91I8fV5V9ahRbIqa+/93mTxJMKhDJ6m6ggdvV6UxpCe2vuv6KQgDTzq/vC7tl6E0FdoI8xu+tCgFF+/IyeexfZ7jhr8muX6e/67E4pnPQBbkBA8AAMAAMAAPAADDw2Ri4WSHgZ6Ut5+ZqpVu9tlZ4C0knrRbnia4P+MfHG1X8CJ2+jbEbgoyQE+Jy4u7e527IYWfITtZWf1yYeFT7KvAaJ1w+ebN0FPjb677M9zcXAvzODymQ+IKP7BAwbSzWS+P32xQCCEf0KMlcsE3yBYodoRBQkFkjDnY+BO3Czi3IArIABoABYAAYAAaAgZth4HaFgDyYpK3oM20Pl+fcS1u91UIBJaP7BDIfR/7uGm9Umd101hNaWRnXk6DGhDzhR9rQtvvsMY3kvlICIX1ouzFCO6a9oiOjWIBCQJCjYJg+XWKrJLz0qIWcDaFjRe8v7jv/fotCgC8ClHc70M4gvbiFQkC/3nMc4G/IEBgABoABYAAYAAaAgc/BwC0LAdtz4XJY3GNZl3l2uwXKz3wrW8iNFcAYpOPjjSq6k06fBIcDAuOt3ul3PbnzCbmSGMZy2H+PnzMvHdxnyaGtENCWhCkyq+6EqBdQ9jxbvJx53csle079NFrUQlNEP+0OcAdF6klxLx1ShCrt6GgpFvSOu93fVASg4ohdbGrDoMjwYv01F9qEHnxuWIDssNoCDAADwAAwAAwAA8BAEwZuVwigYJ0S3u1ws1iRtQRHVkKjBIsCfD055uD56HijAWieeBTpNFbD28ceLQSEBIOLJawbp5/qYwHUFoUAXUfXJpIOW5VzGSR5L9mGTnvAxPa7s0v7IE+6j/FuJ+JbX7G9t3x3RQA6JFKhK2kvxY+0cGYW14ryu1Z/w7JI+K3JA79DzsAAMAAMAAPAADAADHwzBu5VCPAJhbmy2FAI4EP1/OnkLkkobEs/Y7zR4Dseu0bnOwoBk/U4wLROC7960NTTJpO2QgAeDTjXCbcUAn48pk4pBLhT+PlVhfsDG4k3ScLP2YGwOWxnN4UiwLQ0FAhY9lyoaKUPhYBNB5utn4th9A95AgPAADAADAADwAAwcC0GblUIqK4athQCZBWaTkdfnuYhgQSsc8YbVVBIJmp0tq6sT7N2cj7R58fqeDSgtI2aZOeS9+KqaTRu7b6WpNTQPRcRrATuOx8NaEpqDXmOOtyiLcVFr7MSR1cEKO8wqGE45rVJZhvtwXbn7dqoH0C7WA/4DjwAA8AAMAAMAAPAADDwGgx8biFgonMDdCHJtufyeQKdhYDCeKNgbaXT9e+TKXMFd6IDFWfjeZCRQkB5q7fbeVFL8KUAUb1PdGEl9Db9f7sQIAmn3+HSmnT6woq9Y8P3u9PL4HhElx+TXuOY20Nfkq3bdNonHfpXLgIwPRae9mP00Shyau8/pX8/Pn6HTIABYAAYAAaAAWAAGAAGXomBWxUCtmTimW7ppZP8KfCnV4Ntyf1ceB96ISlJhCv3HR2vNUHL75PxleQpodO346T3uT6WdOV/ogMRjdPQuR+/NbtxHGqzFSmo32lKkjs5ed4sSmx8WgmnZuRyL+k1Gs/p3t52Xk7g+vnW5H76NdH7L51fEfG6yc3LJ7rvNzr3ookewoSctRE/Pz/N60LncGh4OTIe0S4r//LKwp9pnZfIZnP+Bv92OqfXBNKbRNT/T34zwq7QoeGOrkliXykuCL2RnIr6k/vxmfiPJvxCZpAZMAAMAAPAADAADAADl2LgDYUAH3RbSWnyvnM+2Ov5kMKABOx8mKAdUPJ99USVVjK5yBAfGtY/npVg1K530OkNIT+0jwoj6sGK23PZxuFolSTJnQNAcqdXN7oCTOiHig70SkFd/vI8eLg/lm05oZ1WLmpEbd174bXzCvbjJPr2SWkY+/2rt1y0iHhzJ/fL3xp9EyftlNAv+5V2Xf4R5iZ+64O8LtDJguSZFZJCPwfHI4xK4cbz5gpUcSHiBIdelqPIs7KjhejYYSS01XZTlMfV9Bfp4gS+g57QL2QBDAADwAAwAAwAA8AAMHAMA9cVAiiB3FYGYyI5gUuSNgTJRlIdyw3fYezAADAADAADwAAwAAwAA8AAMAAMAAPHMXBZIUBWz5Kts361kFawobzjyoMMIUNgABgABoABYAAYAAaAAWAAGAAGgIFeDFxWCKAtwkvXlnIor1d5uB+YAQaAAWAAGAAGgAFgABgABoABYAAY6MXAdYUAbPfHrgdgABhQMbA/3yGc5RCe08+v4XEiTHC9ExzuB2aAAWAAGAAGgAFgABjQMYBCgJqo6MICiCAXYAAYAAaAAWAAGAAGgAFgABgABoCBT8cACgEXFgLoFXxvXcWkV8gt1un+MN5PN17QDwwDA5+LgbfPDxfOfcDl5+ISuru57hDXYaclfDcwcCIGUAg4UZjxBEpB3h0ORZwfTxQDLtJxrG98v3nwBAxg4rwRBu4yP8BvwW8BA5+HAcR1n6cz2Bl0dlcMoBBwRXBIFdvnsk5X9N3d57Quz9/37kzophkO464OA3QBm8DAQQzcan44yAt8OwpswMAbMIC4DvMQfDcwcA4GUAg4exKblvX5+1yX6RwFnQJ0R9Njnc/mFf29IQC4Ea6gf+gfGOjDQGF+mKZpnegVu4+7FJErvsbRO63TPK8L7Tw7VPwm3qmvx5q8chj46sMX5DUsr8+zP4o1EdedEiPDbobtBvKvzJMfgK3LCwG0BTI//Tv9+2ZJ8yGlcZX29zHrRuWCQPtU9CCX4NznR7jfft4/O4VdGd/1o1y/xIjp1ZEUGP5GtD8f6zJTsLes8xwbTkZ71CbIw/dzKNCUMWvjUUD7WOc7FXIOYZL4ntfHk2T4F2ytpr+Aud9T8CK4OePzL+nhDHl8Wx+F+WFavI3+ru/DbQ8+6V7ylfT/uH92W52977fnuTPwQjoI8+s189+0xvzwPPZcH8t83S5BKiCJHn5/L57DpnVeaNdj5Gt/+VHIqXfenB/rb1cye5H+zrK/Tj3E8d0u3oliIcsmXhrXHY5DzrBf9HGJz4Ju9ZztS+RyeSEgBa0P4j9lxaMXBG5SKyRbu9+9POKExRcLkkMGXbvftaXAkLSL6df6jX8/67tf8cpXdWilRwoD2qTGE6Ihu21yPS+AkwJVLq9pDgF5/luK5Q+akAQ/FCD+kcMjX42XU3T/B/VwilzO8j1372fn//c+xOE6ng9eydMwPn2B4zDdPB+e7aNol8VMuxYoeXXJ1XnzyA7/fp6l84GSpFjmsCuKEF5vbkyHF0rUaQHmgsOKhb+sqEHzZr9spahb1scr9XfI/rr14O3GF24ej8e6/096LMjnVXHdK/0QxvrqpHTnU4GHy/HwpkKAsWL+0Qr3Tr2w6k6TTBrkKIWAn5/VHSQVJ2wSoFmBlvxeWfF1k1yBvuMGyPyYCfQWROzfZMCJuVEIcLhg+Zp9d2LHKgSwDNoClOPy2icCxT5p1SLGRQfPHEzt5V4cr6P/V/fzarycxd9f08NZcnlpPwfsaJzO+vxAfR9KRE6w1zF8et6s+amZLva76RzZ6SOVsaZFEizZnVhIrJT27Tqv6bj2+wCvfk7VFgkclkpJZDevTL+pnwItmgyZPtpVUNbH6/R3wP4KvNt6qMRLzh/Uizmu/0vjugFcdmMLY2g2gmvAxSswgELAWQ7LTwR2okqTaD7h+YRzF0DRc6JRsaSS6IcJtZRI/6w/rp/KPUfk4frPeUwN2SVwMW9+vHpi97P+kIyVtiOGUi4E+ICgUlgZGfdQG7w2aKuMvhovh/R2xKbQdtP5aTp4hx1V5wf2k86X7+aD1IeeJofTsOUT3MN0X1MICPLydFYSz3B/p9mjTPgAACAASURBVNwbdMx+qzxH9ozPc78xp3t6zMS9V/9V/jrkS7HCc1kX9+hjqzw6+u/lzd8/an9DeiB5luKZ2u/C49VxnYyDz/PnIsgUMr0BBlAIOEkJLRM8HUaTTvJWIeDHHZy03UsHKD3oWTrt9H+aHJ/r48FbAcuHFF4baDkZVIPBaV2WqMjh5d+U2J2kK5Irj6fJk4O/2u+bbk6kqdYnBRunBXUvpLvG18jvr8bLCI1o05lIvQiT77Ajxms94RlNRN6LNZ+gVX1/DQ/Xzk8/Pxcnki4hs+cUp6NTkzY7fmA8+N/PKnx4/kor+MWEeLNvoouLF3x/3S6Yn4v1N7wjZ1AP7pEV2ybonIlyPCdteXzEBiIPfL53PoD8P03+KARsk9Mx8I4FcLUJxNNEhYDFP4OXV5CpavxctmcCyxOHn0jzPk6SAe84qARCxlilxG5altPfeFBL9M2Axh2EaJ/q7U69Hty+bzsPeeZzvBBAW36pAFN7paU7OdnQkU3fMdsZ6ffVeBmhUWvTqget7R2vfQpeWHbH7WhUB63zQ+t9OzpO8ktj+EQhwOnDr5iXDnt0futwwSTEBe6AucJ8bs5jQz5eDiS0Eve2RJ1okqSV6bP6y+eVtv53ttHB65D9SYHkTD3QrqVCfymPF8d1HfJL6cr1h78hH2Dgjhi4ZSGAghF3InF0auovrXqriYxPpqN7ZZJhgWe/K5Nw33gakEcDoY5CwGyM4be5lhKjADyjj9Mcvcja0pUmO75Won9+tAYKdv9BBvF4VtFC0YsEeYQzBUMc0PApyin++PVa80KHEHo+PL63U4LpjQraacvxmBG+t3bumiUb4aHtVG+Wv39eUw62cv37VYnkVGWDXsJRzhsdWKXabbuuct3R3/14GdWDYDqckJ3qN/t9h40+PTjeZn+4GR0eRSdzRwFhfOjmr4Ubkg/5hfhUb9N/jsnl9XgZo9Nh55AdHcMpY7fd7yaJSGKH5HcUu4t522FPHnHS/JLw1Y9P5kna02c7f9I2x+fzsawz8XvpgaaezrNWyJV5c5sHqDi/8+nMn/34YCzT+nexwdQfpe2EnrPGFP3pnx5Lkb/a3UdJc4RTps+aw1JeNpxdrT+hr8X+trkoFDd2PMtOA3VHZ84j/U04bd0NIPfrcYlGC65pMsc14OJ7MXC7QoAE+HTqfLJ66YOEOCiOgSvt1ITKByrahCnteseLx3avZ6OkqTQBKkHD1k4mHvUefrafJnJt0qRr9JvwofMfAO76qI1n0dFyPZk825NAk34X6LYGCoHPVD/76zzevhAQ3hqgj1mUnw/KU5xN6/KQpIxeoUjf6fWE8pgIvWqKAvXaxH8kSG4L1EUHHJSTzKQdFRMksPWrQgrWpX3yxgjBgxRBWjDUcI+MtcO7iZdjejDHc7SynFK97zEX5GnvKKF76NVcfHq0P9zMydq/kkyKKuYqlNcZ4WkWjFFhwL8NY2f743IRmbwGL+N0pr7giB1pOm251pAgecxv/sX5CbE5tkXaKmydBL+102xH9Usa3WLvJXwebyd87PHJeK/bkUZDyzWxDd23pzhp6U+7h+2Ui7X+lXqkE+cH6eC3YJNHx+N5Yz+Hxf2yjZaT1Pj+I9/FH+x88oZJsoNU9sxDes2m4Xr9bXbUYX+n64F8uzK/2nI5cMjhphsNy7hWkjl+Az7+CgZuVggoB0zFicYHO3rlm5IXLbg5MF7iQMv92GDx7VTaIiOjRwNmOewvnvhpYuRJtCibiNZtoouu2fRFNHTer6/42P1JwJKudssqbGugYPef82iPVy5elOXH+tQC2W08eq3UTpZ2u0B3yz0W/20BvoYhDnJS+asycImpVczwOO8MbgLve742eao7JVJ64362dr16GPIvOd1tegj0+vsfs3sveeLbJLHIHkPZ9LVbjSRabD2MyOUdeBmhM8gzyECz0fS+XHdH/rblno/J+vs1tgXb+FFtcvMzrb7D7j+nM/27vZ2GmdBXK52juvB0ZsloGH+03307fn2fzF/0qezm2PSzb99Ck2Al8QtZn2Ivl+O96B+ZPyoA5bRu/iqjW+e/QX+eDj2OiPXB33O5iEz1bfk6zqVNzlvMQ7seeIxSX3G/8t3RUIsjm2Q8hkWhA5+QHzDweRi4WSHgh1fDrKp5MdnQnbQDJVV3s4BZwOpW34bGi5VdGLvofH2AWHPgUgjwk9zGC/3t25YDLKF1lE5p3/8pj13ICon1+juLfn4/sZ3YiR57P2ViDhNuW7BennDtQJbHs/iw2wW+Wu6x9NOmd41Gjd/9Nd9/IdHX+g68WXTb17m/feGhhpcyHSUZF2RY8C8pj4U+VD/h73ePVzSsJOb+QenTlJt773gfPjVZ7rGhrVaN40UbM8i4pD/BUss9cu9Zn+16d/Ir7A6y9KfJvU8uxGs7naHvnnYs+3hreNrP1boRe7Jwfoa+/c4dKTT6gt02/1mxhmKrqWz2tDFW4oWB/T2Ml4t3BLg4ZJ/kJ/STj1TmB+ahVR/X62/E/k7Vg4txW+Uh+h61W2mPzwSrA7aI9sDQJ2PgdoWAXJiUSM60rVWely0ESfrr8chJ7hOGfBz5u2u8yGG4yaCW0Ef383i1wMgblxQCJFCTCTVKQKwAUfjiTz9hSPsdPRcac/SM+VbIiMYv0f+qMwJqQQDJsKxnO5Bl/qwJ3m4X9Ndyj6W/tkBBo1Hjd3+tThv3XQ5aA68WH+H6KF40HsO4FT7UQmSPf2nTQ6Cn7/6STLY+jWLBiFy0NntsaDZTkXP03G0o1LHutTE33vyOB82/9N0TcBbaHbumyUXru3qfw+Dejsrt6vJmWvrwFuhvbGdgL/TTSueoLjydF+4IcHpQ5lcuUPIqdI7pwH8fX26synPnbC8XFgJ8EcB+HIB4oh2Z+tzHPOi/7eXyIv2V4jjF/s7Tg+dPwc9eFjFWRtvFfeB7WcaQD+TzdzFwy0LA9jwrbft1r8Zb1oUO0FroFXqlpJ4DieT5KqMSHYN6fLwAjHKAGu6Lx9226pYmHkqWt0KAD6p9IBNvtePxS7IhGq4OtCw+5bo9kZfof9lbA6qBqpbUCG9l+Zbx0aKXlntiWuLvXu4VnGk0uiAna7e75uXWsh3zrCB4FC8aj8EmazLm33v9S+i/TQ+7+xsDw7agWuFhS7ytgFyXiybLHTa04tkBvGhjBnnpdIbfyzaa3hfbz/HvZbpD/5r8ErqURIR+L7drkQvR0ItPobuxnUF74K+VThm399PTeVUhwPFXmINpd4B7lMmysz5+GFPlJJ99wr5wFGTeN2bSrqkIQNi0ZcL0tcrjYv1V7Uh7PFPOZzpBDw3xRyL/bSHlars5gJGNRvSh6w5ygVzej4HbFQL4ICF+RnL3LHVtohVHHk30NNGUko+j420g9k68NNZ27+YcfWCQJVq7+6JCAE/+NLHSpBgm0HC9AKoG+e3G3mgt9OvvmWbt+fesnREMNtHfQUuNDwmiUn3VA43RgJvHC/pK6WuZyFvuyWS9ycvzVcGZRqPG7+7acABj0Vu/PooXjcegi7qMHe8d/iX0TTy16SG08ff/0UJAeeVex8BR/b2tGNo4P+xsa7NhLw/Df5bb1XHNmOvFp+iosZ1Be8B7K50ybu+npzOy3zB2b1/7+8s64PsZv+WYpJkmL8+kMJnhhf2VnYg3j5X1+0N4pvhDPYsklg3rtKVI7O4pzlHX6o9kUdWhhuGT9DCMDTf+BTrOdY6/12F7gewguxtj4F6FAO9QzQCxxeHFfbjJSjsk0E9U8b2aklrG29r5SaoxaGeH4ifJ4uSX7ghwEzC9YunJJxKLY+JJpDwZVCe5jZd4Im//Xqr8C51Cf5qAS1W9TD/10VRsaODDnHQrmCjL0A5keTwUAjYcNOiodG8L3jW8HNZDjI+af9nx2Jgwbe36fEqTTHxCmvvYEblobTT72F0zaCjpW37TxpTf2pJ820ZDP+0+r71Nmy53stqwkM5Zuf8st2vluRefIqfGdl7vOe1Bhq10yri9n57ONxYCrPkvyKCHJ5ZX7cwFOqhwznF05G/n9wpFgCl+20WZH4fbZvqu1R/poGxH+o4A8TtH9cCyqMdAOVaqNB/RNdoigQUG/jwGblUIqDrCpsQ8TBbL8jQPCdycfulRg6bxoonO3d8z6dYmct93tCNgm3Sy9y3XkwAeyw7CIj4GDd/RUCuEGDKt00/0kW4LhZ0Ounk8bWXG68QIToqTbiHB4fEsbPCYeXKWTvj2PdOUvWpzJwdvExXZaTRq/O6vNfbfsmNkR7uOy1G8aDwGOdsyDve0+5fQRnhok1No5++v2ZTIrJpoSSC7DzZH5KK12WNDC67b5KAV/bQxg7xa9GffU7cj0ePgZ8P8oMkv8CcF070fKbYr+KW47/4dKyKHNn1uc5eJZ1s3KZ0ybu+np9Pw7UfHcDqo9W3Mf6Nj85h7e3b9ubHKW9a7x3VFAGM874eaFgS2e/mNCm2Fimv1R7Io2lHhEarjemDs066IvhiN2/W16bUb3N9tJzIn4/PPJ9F/ARufWwiY6NwA3UFxsEgTTG3CqtwTT9qF8QIQeKIqJ3Qxzd75VxK0+IyAbbLKeGOebX5rE1zgIaav87sPPErvSrboqNFP9Ll7zCCyj1bBiDaB1n/bB+IbfVmBRuTKfertJEAu48YHQTv+6f3qteKIb1vBmUajpi/tGh/UWQhi6LDIHe19OhNZBlnbeN/uycbUeAz9tiUigo+afwn9Cp9tegjtLJ1Lf/tPpxszGbH7G5GL1kbDhnZtFC/amEFeLfqzZNBiR3t5h7FbfuOxS3bO+rNw7eeLDNNEQ0ku/FtLQuhlU/ETe57b25Xw2U5ni6y1ezydpn1IG7mvRWbS5meV1X5bv5acBsejJMMXebTHA0qy3usw4sNMXujQPwubvr2jx5rn9mP00Shyau+/l89R+zuuB2/bnYUAR2+3ve710Csn3A8ZAgN/BwO3KgRszvSZbi2TV9DRdvgt+J4L7+UtTI4JeOW+o+PFE6frszJZbvd7519z5MmOAD3okyBKS2xZrq00HQC3yJOS4Ueqw5+JX6tkbVMsTsDTvC4P0n0h0dxk2kZ/XV50UKWSYAuP8nooN65/ZdSy+MOgnusjS87LAY8d4Md4ZZqf67K9gorHVXWeyMMKQFNZcf9pkKUFGto1olPoeyzpWRETHdgZnWcR8zT6fRQvZ+hh81NKQlbmp00PoY82XIT7SZ8yBvnH6JWD7jVmBqZlJcxMkHQ63oGXM/QnOO23o9ReUrk3/laZH9i22F5y/S1P0l9qnxsNg35pa+/9GI+h+L3En+S8CuZa2sm98dbyyR0E/KQ3A7nD9Nh/1p8/z+mo/C0ycvNIZBs5b9F91nyVyi0al3ydm//mdYqfn5c5TNPfkfGIdln53+YkkmcUK+X8Df7N2CTdPIz/T8e7Om+qY3osZIsapmwjOZUWG8z2Kg2R7sQPPgfsj/o+ooeEt5Qmkx/X5gVxXYPcTBrRFiviwMDtMfDaQoB3dnbFnCrcXHWOD5cJSaVMHHyYoO18+L56gnTWeKnjdoGmlkRuBhH4iPm0q/r82qFNbiTHLQnxQboLoPi+tB8aq/KO342ulA9bvtZ9s1v1dVts6ZWPFLhudPGZBrsDIKMJMNwbt4u/G0FwF/2KvBRdccLBY29y9+O4V0HFvD0fPjln7FIiPM+yXX8/XoJLHzwE3ss8UoBHgSbfT3q1Atr9uGEMap+OE/Mrv+2vZbhV5MZv4OCijdBIWN3pvUtnEd6G8bKXx7geOvyLf1NHKnvR314PsjvEvF+R+d5Op5WLL9E4zgcIJiN5KvS1yGWPDb+tdsMm4etMvJypvx+XKLXZUSyrc76X5odtW7Ukjps8n2teYMv13ueXhJe9XFPspX5iG7Nqh6UExRdOE97IjxEtxOeyzic+RpRiNbIJN77GH+0OYR/2XOb+IM4XvQO+/NuPsgLpJkuykyPjkS+VQp+XadtBfoKBts+yHCO5brGJ0e9uzgtt87mWZFQeV9OfMW7DnHPE/pw+h/UgvrJkNzFfdP+r4rp4XHwPdgtZQBZ/AwMXFALEocUVfxbWthITV8obnPMngo14Dcn6+8BCE5s2uX6iTEHz+3AE2UP2wMB5GLjL/ACdnqdTyBKyfBUGENcBa6/CGsb5+1i7oBAgKwxpZdOtUNW25P2xogAFe8nq2qv5o22Ki7Vi/PfBDQcGHd8FA//7998V/+8rg3fg5O3zw6vnI4zXv7sAMoPMcgwgrgMmckzgb2DiAAYuKATwATb7beHZM+MHiH5H0IYxkVQCA8DAKAZQBLhvEYB0M6pXtINPAAaAAWAAGAAGgIFPxcA1hQAk+QgsgQFgABjYMIBCAAoBnxokgO6/EuDKbs3wTH56HoR+/a27GjGHbHMI7PCv2CH4AJbvhQEUAjDRYKIBBoCBizEQFwIwCd5jEoRO7qEH2AP0AAwAA8AAMAAMvAcDKARcnAAA2O8B9hlyf/szvHgW8M8UKJB03s8PfJtO3u7PMNf+GX92xvyKPu7nE6ET6GTDAOLPr/HXKAQgOPkasG8OrkHnFDTjrQ+YFHswU7r325LOkizu8ts36eQu/uwuugcd8O3AADAADJQxgLdTlOXzV/CDQkBDUvhXlA0+Go2aKqFN72tv7O8Qxvh1nHhO8xWyvm6Mb0o6P8XPfI1ObuXPrrOxT8Ed6AQGgAFg4DMwgPjzM/R0zJ5QCDiUpB0T/jcA7ON4nJb1+Zu++vLtPDiaHusMrH7s7pWvSTo/CKNfoZOCP5umaZ2meX08lnX6BL05eqd1mud1eTwPFmuJd+rrsT5mvGL37XPcifj7OFyfyPtf0uO5vPx1e7+QP8SfHxt3ttrQ5YUA2pJYPpn2ZknXVU55fmRyyPh2xpae2vv2VeDJB1y/ga7n87EuMzmdZZ3nv1YI4ern72PWDV/RkY7tkLTPj0h2ixVwZqc5K+O7fpTrrYbefx8Hyc9noP/X676rL4f7II+utpotVnVACcJjnacWbM4rv+Y0s0Vt3IPXhpLOr7O/Fp2dd09JJ/t5a4/h2LbJD5C/jq89D9j7YTtxeC34s2nx2P9df9+2+6nH/uhesm36733SAbrdllc/r9l6GsXatM4L7SqLfOcvP2o2mX4pmwOiOXebYw7wq+NphE5DJt1+nrC5tymdTmNMzSefhWsqkEX6q80psd1v+lJ0eD7WOmSjyWvomsjm+nnzMB48f9fa+zt0kI55NX+vjz9T/s7CAfrR5Xp5ISAVvJ/sPmUFYshJ6oJmOXj+zQndB26/F0yQvby4hOu5Wy2hFZTnZQFUSXYv+M0FM4XJbfe7ok+fqCZFHNfud20pMCTtYp1p/ca/n/rd4zBJqKctyTFp3NEgwe35eObAK9cVFS9CglOlU/Ty+7teHaCVks7UR3qcf6P97fBzrc1XdeJtrpgoE4Zyfy64sgp30q8vHqj6P0MWjo7cRlKZOjvK6T9j7JY+RE7d9if+6ehOBvZPp9q+1+1zmZNdFuSXeN40fCG1ez7Xx+Nh/z9z58Ionape2/w87T6ZaTcHFUlcDGHIQh0jxW3NZg7h2uOSzgjinTJUMKEFLYqHNDokbvt1RWhdh9T+On5r8jj192G71WT3ymsX2PsJWD1PNxfy5/2Fjv9X6hBjnYeXIMs3FQKMFddbGVUQ0nmC9xOmFSD+nBXgGLRTtdxcpYrbMJ2m0W9BhLXCHff1wu/N/Gk0edmbuuHVvjRo9PrMAml3MFcsZ5k4s/s2XMnvlUcSXlOVDXLItwtz8t2eNMv9VwRA3LcVWOl62eQd+RkOTjtxPICzatIZ0fTz86H2l/Cg2di9rtV1IgG+hbOflWx95yfFng/au4bX9mvBjkttnB1ZdL5An0P2d9o8yXaW+vQjGGWZm/35eVMtCNNvhbmnpMP+3w7QqWCi1c9PixQ5ZJeobVf9PKV6G8Z1QUf2nFPx1z8UOyh+QpHlUb5f1X7MblMdvYrWMM7Z9v5ufvLxr+XP4f9lPirnDX8HHJ8vCxQCXuqM2VDVQMDR4YO3qwKz1teBuEC2PEm7rbN3cwqt/Gk69wHALqjf7iXd5DLx+tzpi567jYpdkhgYiX4IpMqrdz+un8o9G71jzoK3RBtjTJNb0ckLBKqDIlqfy7q4RyNyuY3RFo9jB2XcN/9u8HFQRqQHM9g3+q4nnZFMPtX+DN5jvd3pe4tOivbgElIFY2fZ+xF5Vv1ZZCc7/xVh8QgNl7U9a548OXCuytzTra0MU9t4zrhMdj/rzxE6c7qG/HxBDnn/g387/z+A6+K84eW28/013dV+H+TxTr70M2g52d5vp7eL+XPzmjLf3U4Od5+/7kcfCgEvBbFPHM0J/6wARwcaTXK7SUzh3wW/1Ul0WpclSnaVfl49ObTyp9HFAX85YaVDiNK2Xp+KrJJ76UCqB58RsS80kM5pSyhvPVzMZ0hJpxc7+lNX2njC4MCqLNdUpjp283tq/fLv10xaIzhrSTqFx0+1P6H/Uz6bdOKTet1v0rOyyvb00+y9zRY0ebf4M2rn7ETj4Qb+XOOLr501T57sT7cCkO3vTL80UFy05VPBzRE6E1yQ/Eb8/F0LAfZ8zrL2v+eFHPfIgy1z2g1QntfttsM6TvSE/mP96b78L8joZH+2w9DV/f8FHXwmDygE7MB+pSL9RPLyQoA849ZWCOCVZz786jMmok7+FJ2PBcRen7VAmhKDxT8jmuueVguey/YMYjlg8AFU3ofCz5De/IqHvWOlzTbiRJkDXzswHqJTEpg8INvk0B5o0hZHKmg17XL4GcdZU9Ip9PtAfV80apP/qEy/rV2bTgo2biVvp9n7uL5b/VnrfTtsuIMslSKIx7A7jT9+PEqwnX322Z/I46aFACrUugPmLH9X8EsWljJ57fQw9PsBOqPxxv18QQ5R/0d4HcK1FEgK86vr19jZp9JLei30p7Y5SQZa3+6NCif0P2a3Yr/v+jw/kT1Lnpqu+q+dz19Kg7fbG+E5pe9duPr8cW9ZCCAn404Ijk9dpVVTNWD3gVp0b1rxy35Xkra+8Y4o3dNiGlI9wHGH9UWn2f6acglbAEun2OrPb4vMLJlrMuBt4/NCh7VxIJTTWjt5l4w6b3MNfzn9dbnrDsfLScFUcj8lBrMxhg8AeQWvtnJg9HHCxO7o9YFQaj+5rCp/Ux+RPDhwsgLjSl8Fvor9+oKGzoforOP0cSmQRD5mb1NlHtuSTpHHiP1JW//pfWig07Zleh2bO8SLDioj3xL5J2ePwje9NWLbsSI0hpPRU3lnv0eYSGzjcjozuUSYatOJtzml6GSu9J1m7zbtiQwjnvh6u59IEqbspHT3lpBN34IrOfROf9sA2yVjIsWD8DJgfwf4Eznl88rzsawz8dt9UKHwMfLpeY/sS+ij4rsr/Cn2EA6tGxlzpE2BTtHFIT9v29QmDxln8LMb1xR7+Ddc6bhlOQq+24q0xGdtTh/RT38b4c3Fe4mde/qSty3Efl7G6rfbMGaYI1huov/8uowVfSr2oOcBURsljjzb3gNv9IYiKawRP63yZHpzv1SMdyNbyNs18zcoz9555Sw7Rj8prq+Sx+0KAWxgfFp9skpHAKaAVJtENyduOV12PJqDHx1vTCFlHn6KW7PFeT7d6/tk/O2UdCvQ3pwHj63JQPpKPjPnVnW+boUonAa8LPS6JAq2BMiymmodmvNi/ja5EH01vQgP+advV5O9D/I4iEgTRrpGk6PgMCRa+Vj8dxLgJDzo9yc6rdwvk5tM1vEraSihdK+O3PSpjUfy2POnF5u09u3XNFkSr5y4UtKbP8ah9e0xV9NfIrdOO/Jt25LOiMZe+4toFCwl70eX/nbnXJBdZod4OR9Lb4l4rtvp58ZqmYyl49b2u05X20ncka4uolOzg1adpHYhOiLeUqxvY5xo71ufkX7r19r92eZPqCBJO5M2+2b9Wyelb+00uoqFOJEffY7YX387wrEL0KNT93ne5EPrmudEjdeOayVbod/o8bG8WL69baDLR8Uy7v9eopOxd9TPe71nc0Ud1+28bPjswDXPKeWdkOILmjBDPtOIV8/ktbUv0WuIy8T+qCgutu+T2iLd0s7eERRost825OgpjCP0ts1jARuvsnehb0yeYgP98fwof0JvrzyDLj/1UbKAjZgXfA9yuVkhoBzACJDVoNMHH3qllpyb5rQOjNcRAATA+fFkhc36VGjlScp6P3qZDx6f72mawCLe9MpjAFDgja+xjuxHEDY+ojGoj+36FojGY1zHXyyb/knb06XoK5GLrPb4ZCpglCYDTiaK2I5k5eRUGy+6P6Gjcp11QIEQ78hJij9U6PE7UQL9sY70k5E3veZjN62yhxWDHLdCa1jxlnu5CJAUEfOxt797AhrhdcyOWpPOXF+99lc+ULJmR14ej3l/yrVL0JUCy5Df/VlfTuemc9Hjz9qsEy2xpWtWEHuived4aPu7pucgA7EjnRfbPlw70w+12ojdf5nP9nZlv9pKZ5BXma7CfUU78YVgS55+3sh94DAtii1sfVXopPsoEcnnANPPq2N5/ZUKAZ6OvX8XP59+5rIZwbW0yXnbZLMtONnxTbiXeSz1Fe4t4EaV39j9mi1oenPXLCw6etrtj3n0/ijpk2IMo5BKYzjMWwt7tn/TeAxyPtfetbFa5bnd1xnvamM28Tcoz9A3Y66OjTFs5uPg79fK8WaFgB9enYoq9wkgimAuOCe//TrpyztYtxo2NN6IomwHxrQZPPhJMZ/sYn7KDoJoPeYE5fEJnpiVhMDLk+moOfis6v52/gy5e55iOaffvT6TCU7BhSQGOZ/0t29b1x/1O0qnQpPCG09OFGDtA70En1oARzamJEbbhKeMl8qyjUZpY/Xrnl10BQsriIjHGZHnmB01J52GnNrsz/Oj6EHkVrZP357037SjooJJ0+++g85Y7/y9XSd7Oyc52LZBUwAAEUxJREFUmkH+afa+p1n0WP5sxzXbkW0rll9y7Uy/12oj7XSm/La22+st7aeVzlE9+HbOzxfwQjY/TYVzSjy/mt81/EXKZyP9LXSe4uev52cE19wmi00y+bI9NBQCXKxaiIOyfof01dmH5vs1O9aupfS12l+EOycPkRu1t33OFud0z2OvtfdheeZxoKJH3e+O8uf11S3PSH+OxgG9K7ylWMrHwN/vkM/tCgG5ECgAnufFbZvjg3gKDkQtFNScTgq8rvG6Qe4N2TRI3dB0p5DSLa8EsosFJwU90bNk2liac0x06p1gvPp+B/7qk18mb6f7mmP2bSQxkERe9B8lSk0yyNt340/jIVyTQCjWTaK7aEUkTYLs6j73eX5AVOuXfy/4Cic73d5yntO/x+yoPekM+kjH9deL9lenjXFmBbsj8rBWb0p+9010ZvbSo5MUb8RbAdOn2XsFCxk/MV4cvWaiHvqt3ucD+NTea1tE6/plWgfxJn6wxl814G6lM8grlnHTd59cq7sYC/rL+27zZ1fTeZaf93q/sLAxgmuWseUbWbbiP7XYJ+jM8yfzfIeeQx8HdGmMx7SnfkuTk3YtpWvMblm+/Iaksvzqdil6SPzSi+19VJ7crhKbaLxo1xJdW3KzrgeMqfJM+qZ774nrFJuBJ1xvl8UtCwHbc++0dd69Wm1ZFzrQaqFXsJUMiAGfJDJGBTsGyfh47YLm8RT6EmPTHSw70NSBx/S39V13Bvs+Lf48ncpErjnHtN+9DO7AX51uTRael1pAuiUG0SMQ2RbLpsnh4K6OVA97flgP5UCIt+xJZZ/7oK2iVqDbpts9LW20FmzCT5qJL0hsjcbU7a089pgd9SSd5fEjunP7E56tR46i60kAtclldKLf2zThRNsh4nh7G50pznp0kgZKlBBpj5r5/k+z95TeOi7C/a3+zNlnhRfaBZbjpdyu1UZG7I94bGxnFDGCHFvpDHINbRuuEc6LK58NfXjbZD9q+9kuujZ79+M30nmen/f6y/1XTteBv8v4lOJlimux8VKSynpI2+1k7/1bqZ9dmwO8tval+QRNTtq1dIxG+9vxJO0K8za1GZ0fXmzvo/JkDFVkoJ1bNcrfqDx3+rvYX+7Ga/ePKT7RrlcetysE8EEYvy6I3D3n6wyhPBnmRkZ/50FMLKSj48V91b8rAXMCfnGUaZCZ86SPU+u73YjpFPGd7BM69YmU6NKcY0rvns5X85fSEwVDSsCr3rvJwvNSCqTp3igxYPkQhknXYTII1wtOrAH/ZXoLfW+6S5P8XX9+MgpBjpdBlGQWn+usyWqTbZnWOmZadKPb247nhCbuN/BfplP66ko6R+3vcADq5TGwkpXrg/42/e4b6RR90GePTiQ4dXqPdvLE/W3fz7L3BHdtONto8DI2deD7dnor2aQRfJbbtdrIiP2RHBrbGbRvMrqysEryJ/+uPgO81yXvRIwOzcx0z/ZVjn0CX/v+zd+a6TzTz3v93awQIEXuUvG4RQ88lxf8X6ZbUzcn36fFZpoda9dSGhvtb0c/FVD5bIfi/Dk6P7zY3kflyRgKsV8qW7Fdb2/xXDzK36g8c/258S/wQfk4+HvVMSHYOP/zXoUAD3TTSbQAMe7DTXJpUp0IOL5XA1/LeFo785pi3Mm9uoNtShKrxt4anPFhQNYK7yY/P14eaGrOcWtDvCp0vpq/hJ5N/l72sePdfrMMz+uzFEhTH1FisPH/pLcqzJvBt8igPkFbdDZe97opBUISLJk2msmsbdJrpC/qu96v100x2NTtTceH0NhuR3E/PUlnaeVt61OzP8W2tvsj2dnXRmzAyyX2pURHySbeSWckhx6dyBkr9GrMpbADxsn2JHu39SRYLH226bLqU7xecz9fbtdqIyP2Rzw3ttNsJNK/6LTVlzXrw+G/UASY5IR2rz9PZ2m3Y93flbBg/NZLZyK7tM8++rz+ir457b9Z9p7GMj6thYzafN4yp8iuv/slTFpspslJu5bKv9H+ErxQG5ZJNdbx9tBtl75d7qsC7a1+qQ17o/Ks8k9y02Qwyp/WV6KbNn7ruGjrJ+gD999FFrcqBDiglbb+NyXmYZJxr7ArHHp1zng9YPYTSZQApkAwHGzVAcjEVpp8bCc4ZQcVOUdl0uj5NXShOceERy2wfDF/CT2xQ3S01Sq1sb69PktJD/UfJway5St7f3V9cuCx7Ekupmv0e7CdOZZL9L1OZzo221iPTNP2lq6q/XpMUeJm724x7C3idz9+ux3FbXuSznH7a+PH3vHj29dsX5VPwE7N77YmctfQGfDVoxPSJWOOHlcrYeosew90xjjq+t7gzxxPBX4sf15s1xx4tuF1z3NrO++fTTzbtrwfs1EfxHvlcYBdoc/PiTauPB8FPXXTO0Knavcsl6o/TtoGX2HNM938JP17Wy3Iq4hrKwb1eionqF5XjbsLtx2phTj1qCykvcazZsfaNemDP1vtL9gMjR1il1r72u/c735+eK29D8vT+8cgjyCnTc4Oa3k8P8rfqDxjunjsIs2ZDW684Pq24HdXmXxuIWCicwNioIbvbKB8+nlpZZsnr9zYQj+8+ul/L4zXrtyaIdsGW55ofTsz4CGerHumdXlkga2f8JL3jWbGbE0WLHtLpp5/ZYJ+KX8ZL0F/LKPyRB/hQ5J6hZ/QZ54YSEKRyqgst3pgk4xn8hfTbnwvBjs2Pq3xy3o1aGigv9Yv/155zEFsoqa/hJ4OO4radSWdB+xPdmyYEzYdNmj6CYu3Nj21+l2HlY1Ho+8L6RSsdumEdOlpLu6Y8ffF8mcs9tm70Hjss+7PNNrCmPZ8xbrWC3yCg7of7fcnTFt7u5KfaKfTwGhk30wXbX1O9Rxk6ftwSUAuN5azJS+hM8ZUIoesqLwb8zQ6bTmU5Lynx+vv6h0BVkIv87bmB32Sptl4G4/eZpoKAeHe0m6QvfxsPZTu1WzW8ZTNf9q1tN92+3PttPNivJwtzIuv3WM+2JE2j5V0JHZkjrmzk7Kcj8izRKcdq0vsmPsPprPI36H59oXxZ6cOUlyW9YV7bfncqhAg22GoMh4/WyevzqJK++Yw54d5QNnWj+boY6CJ0z86Xtxn8bt3/JnjDQAtTZDifInv6FlC937vhlWq7Rnw57psr0uc1HcCb/KjAOOR6oJec8RV7JIzerpVkaSQIHTS5K8+N/lC/ko6cpioBHNb+5o+veElOwL0cxTEiasTXxdNtrEHnJXv2VYpHtFZEdO8LvR8X3SuQb0/wXOrPMt0xePxRKr0S3Q+yE/8rhTM2bsBaCzBXFYI2/Sr08O6arCjqJ+upFP80oD9kYyEvseS8j9RQFbUn8dzzW9GfMU62fxGY/u30enp79IJtfF6UW00lslRe4/7Ovq94js46Gdc5PNK0d4Fo4mN8dzwXJb14c4MoRPCS7Y1Zn99ditjxPPO5A4efj4eCZ36vKT7gAT3XkcsS+L5Yfx/rk+Sizb/k22617ZOkc+a1mmh6+zLdmOKDpys9fl410Z2trhDmAfoVPHY6ecjupMYQe27Xf4xr8O4Jhp80kSP7vH8QXiJYs8SnQlvddo3/ZpFi3ofMd+l7+xvU5ywnFIb1a6l/YpNpe3SezzdTh7KPC049JjX2o7ND0Lb9fZ+TJ6BztzvunMUNB/hcBfaBX/V5s/G5Cnznq5DTW+4dp7NvkqWry0EeCdZrMi5hNEH8m6Ci5NRbwQuQA7PV++FxfdVAzYyrFPGqyuejZAPSuHD1DLDktUmz7N2UjMFQBzMR/3QhD7HwUOZFprQXGDhxuG2e/nNbtXQPTJAr270B7wI3WGC3I8VnKMPCjd++Jn4WmL2Gv72dMcycDyYjpjaBhyyTLw+lATITaqCY9n+R3aw3RuvCmj90Fjxtroy7TEfR77zmzRiO2zRn6dNwbLIqWj7pQDL/7a3o8gWRM7PR1TsyuWlyHvDKPWVBkqWDNvsKIzdl3SO25/Q266/ijyKdhD443E7/K7o0/mXFpydSSfT3acTakP8lfFx3N5zmR7/u+TPtm3qcQHN2cNzzQtJgi35JIw947lhszteGaf2825uqujRsr8owRJfkn5m82niS/Zz0cP5YqKF+FzWueWAzqTPvV5i3ae0ZT5q8/1ZH14HYX6mooE1R1Nb2s3HtvNcSvFQOs5hOkUOnX6+PG7ZrgRzrZ9HcO3G2BYuWHftBz9KbFDCY6oPLjycy38up1T2PNb+mtDu8Zr4/l67ze+P5ZH/ZhTHqKjdPD/EMr3e3veyk9V6sXWScUmebL9j8e44f/3yJB5eH3/m+MXfMb7P/35BIUDAH1fkmHAO4mOHcD5DAMx7Zco6vnZSe4WOiY+QrL9PphTQHE2eXyEvjFHGSH/SWe4P8j4un2/SyV38GXB7HLeQ4d+SoYuZrOKQFF3wefvnrP+iXSL+/Fu+xsLoBYUAqfalCb+rfLnnpqJt7XBuf865caX08wsBZDA0QTftKrkKx7XXlF01Lvo93S6/Kem0Jpu7Xf82nbzdn8GvnO5X7mZToKczcaCdLpVdRpBpp0zhZ87xM4g/z5HjB+DxgkIAP1Oy306ePWv+AcKBA+5wwNrWTVS5v8aRwFbKtvJtSecn4AE6KWP2E3QIGqHDj8UAJVrFMzSg24/VLfIbxL4fhIFrCgEfJAA4Gkw2wAAwcDUGkHTeD2PQyf10crUdon/oHBgABoABYAAYCBhAIQBFC1TugAFg4GIMIOkMk85dJmDo5H46uQs2QAewAQwAA8AAMPANGEAh4OIE4BtABB7hLIGBMgaQdJbl8w78QCf308k7cIAxgQNgABgABoCBb8UACgEoBGA1GBgABi7GAJLO+wUZ0Mn9dPKtgRj4BhaBAWAAGAAG3oEBFAIuTgDeoVSMCWcCDNwLA0g676UPsg/o5H46gd+CToABYAAYAAaAgddhAIUAFAKwGgwMAAMXYwBJ5+smtdYAAjq5n05adYf7oDtgABgABoABYOA4BlAIuDgBAEiPgxQyhAw/HQNIOu+HYejkfjr5dDsH/cAUMAAMAAPAwCdhAIUAFAKwGgwMAAMXYwBJ5/0CA+jkfjr5pOAJtAI/wAAwAAwAA5+OARQCLk4APh0goB9ODhg4joE46cT3f5Pn8+8gD2D8OMYhQ8gQGAAGgAFgABj4LAygEIBCAFaDgQFg4GIM3CHZBQ12AQKBy2cFLtAX9AUMAAPAADAADBzHAAoBFycAAOlxkEKGkOGnYwBJuJ2E30E2n44v0A8fCQwAA8AAMAAMAAO9GEAhAIUArAYDA8AAMAAMAAPAADAADAADwAAwAAx8EQZQCPgiZfdWiXA/KovAADAADAADwAAwAAwAA8AAMAAM/D0MoBCAQgAqf8AAMAAMAAPAADAADAADwAAwAAwAA1+EARQCvkjZqOT9vUoedAqdAgPAADAADAADwAAwAAwAA8BALwZQCEAhAJU/YAAYAAaAAWAAGAAGgAFgABgABoCBL8IACgFfpOzeKhHuR2URGAAGgAFgABgABoABYAAYAAaAgb+HARQCUAhA5Q8YAAaAAWAAGAAGgAFgABgABoABYOCLMIBCwBcpG5W8v1fJg06hU2AAGAAGgAFgABgABoABYAAY6MUACgEoBKDyBwwAA8AAMAAMAAPAADAADAADwAAw8EUYQCHgi5TdWyXC/agsAgPAADAADAADwAAwAAwAA8AAMPD3MIBCAAoBqPwBA8AAMAAMAAPAADAADAADwAAwAAx8EQZQCPgiZaOS9/cqedApdAoMAAPAADAADAADwAAwAAwAA70YQCEAhQBU/oABYAAYAAaAAWAAGAAGgAFgABgABr4IAygEfJGye6tEuB+VRWAAGAAGgAFgABgABoABYAAYAAb+HgZQCEAhAJU/YAAYAAaAAWAAGAAGgAFgABgABoCBL8LA/wF7Pp4cRJHFgQAAAABJRU5ErkJggg==" alt="">
配置
Java\jre1.8.0_181\lib\amd64\jvm.cfg,64位支持server模式
Java\jre1.8.0_181\lib\i386\jvm.cfg, 32位支持server 、 client 模式切换
配置模式:<br>-server KNOWN<br>-client IGNORE<br>
客户端模式
Client 模式启动时,速度较快,启动之后不如 Server,适合用于桌面等有界面的程序
服务器模式
-Server 模式启动时,速度较慢,但是启动之后,性能更高,适合运行服务器后台程序
JVM内存划分
程序计数器(线程私有)(当前正在执行字节码地址)
作用
字节码解释器通过改变程序计数器来依次读取指令,从而实现代码的流程控制
多线程情况下,程序计数器只对当前线程执行指令的位置,线程切换会读取线程上次执行程序计数器来依次执行
可以看做是当前线程所执行的字节码的行号指示器
描述
是一块较小的内存空间
线程私有,每条线程都有自己的程序计数器
随着线程的创建而创建,随着线程的结束而销毁
是唯一一个不会出现OutOfMemoryError的内存区域
堆(线程共享)(class对象)
所有线程共享
Java堆在虚拟机启动时创建,是Java虚拟机所管理的内存中最大的一块。Java堆的唯一目的就是存放对象实例和数组
结构
新生代
流程图
<img 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" 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Eden:Java新对象的出生地(如果新创建的对象占用内存很大则直接分配给老年代)。当Eden区内存不够的时候就会触发一次MinorGc,对新生代区进行一次垃圾回收
ServivorFrom(幸存区0):上一次GC的幸存者,作为这一次GC的被扫描者<br>
ServivorTo(幸存区1):保留了一次MinorGc过程中的幸存者,回收一次未被回收
老年代
触发MinorGC的条件:<br>1 在进行MajorGC之前,一般都先进行了一次MinorGC,使得有新生代的对象进入老年代,当老年代空间不足时就会触发MajorGC。<br>2 当无法找到足够大的连续空间分配给新创建的较大对象时,也会触发MajorGC进行垃圾回收腾出空间<br>
设置堆内存大小
-Xms:java Heap初始大小。 默认是物理内存的1/64
-Xmx:java heap最大值。默认是物理内存的1/4,建议设为物理内存的一半。不可超过物理内存
永久代(jdk1.8称为元空间)
JDK1.8之前
-XX:PermSize=64m 设置初始大小
-XX:MaxPermSize=256m 设置最大大小
JDK1.8(包含)之后
-XX:MetaspaceSize :初始空间大小
-XX:MaxMetaspaceSize :最大空间大小,默认没有限制
设置参数
-Xmn2g 设置年轻代为2G空间
–XX:NewRatio,–XX:SurvivorRatio、-XX:NewSize and -XX:MaxNewSize : 新生代转老年代、占用比例设置
-XX:+MaxTenuringThreshold :Survivor区中的对象被复制次数才进入老年代
Java 虚拟机栈(线程私有)(正在执行的栈帧-方法)
结构
局部变量表(Local Variable Table)
解释1:存放的是java编译器生成的各种java的基本数据类型(boolean,byte,char,short,float,long,double),对象的引用
解释2:局部变量表(Local Variable Table)是一组变量值存储空间,用于存放方法参数和方法内定义的局部变量。局部变量表的容量以变量槽(Variable Slot)为最小单位,Java虚拟机规范并没有定义一个槽所应该占用内存空间的大小,但是规定了一个槽应该可以存放一个32位以内的数据类型
解释3:局部变量表随着栈帧的创建而创建,它的大小在编译时确定,创建时只需分配事先规定的大小即可。在方法运行过程中,局部变量表的大小不会发生改变
描述<br>1、一个局部变量可以保存一个类型为boolean、byte、char、short、int、float、reference和returnAddress类型的数据<br>2、reference类型表示对一个对象实例的引用
操作数栈(Operand Stack)
解释1:操作数栈是一个后入先出(Last In First Out,LIFO)栈容器
解释2:操作栈字节码执行过程中指令存取容器,负责存储正在执行的指令序列
动态链接<br>
解释1:每个栈帧都包含一个指向运行时常量池中该栈帧所属方法的引用,持有这个引用是为了支持方法调用过程中的动态连接
解释2:在一个class文件中,一个方法要调用其他方法,需要将这些方法的符号引用转化为其在内存地址中的直接引用,而符号引用存在于方法区中的运行时常量池
描述:<br>Java虚拟机栈中,每个栈帧都包含一个指向运行时常量池中该栈所属方法的符号引用,持有这个引用的目的是为了支持方法调用过程中的动态连接(Dynamic Linking)。<br>这些符号引用一部分会在类加载阶段或者第一次使用时就直接转化为直接引用,这类转化称为静态解析。另一部分将在每次运行期间转化为直接引用,这类转化称为动态连接<br>
方法返回地址
正常完成出口
异常完成出口
描述
Java 虚拟机栈会出现两种异常:<br>1、StackOverFlowError 若 Java 虚拟机栈的大小不允许动态扩展,那么当线程请求栈的深度超过当前 Java 虚拟机栈的最大深度时,抛出 StackOverFlowError 异常。<br>2、OutOfMemoryError 若允许动态扩展,那么当线程请求栈时内存用完了,无法再动态扩展时,抛出 OutOfMemoryError 异常。
Java 虚拟机栈也是线程私有,随着线程创建而创建,随着线程的结束而销毁
每一个方法被调用直至执行完成的过程,就对应着一个栈帧在虚拟机栈中从入栈到出栈的过程
无GC
调整栈的深度:-Xss1m
本地方法栈(线程私有)(native)
虚拟机栈操作的是java方法的服务栈
本地方法栈操作非虚拟机栈以外的window服务栈
方法区(线程共享)(字节码-.class文件内容)
方法区也有一个别名叫做Non-Heap(非堆),用于与Java堆区分
用于存储已被虚拟机加载的类信息、常量、静态变量、即时编译器编译后的代码等数据
存放已被加载的类信息、常量、静态变量、即时编译器编译后的代码数据等
JMM(Java Memory Model)内存模型
概念:<br>JMM是一种规范,目的是解决由于多线程通过共享内存进行通信时,存在的本地内存数据不一致、编译器会对代码指令重排序、处理器会对代码乱序执行等带来的问题。目的是保证并发编程场景中的原子性、可见性和有序性。<br>主要讲述:线程、工作内存、主内存 之间的关系<br>1、主内存:主要讲述的是java堆内存中实例的数据部分,也是物理硬件上的内存<br>2、工作内存:主要讲述虚拟机栈的数据部分
线程工作内存 <-> 主内存 八种操作
lock(锁定):作用于主内存的变量,把一个变量标识为一条线程独占状态
unlock(解锁):作用于主内存变量,把一个处于锁定状态的变量释放出来,释放后的变量才可以被其他线程锁定
read(读取):作用于主内存变量,把一个变量值从主内存传输到线程的工作内存中,以便随后的load动作使用
load(载入):作用于工作内存的变量,它把read操作从主内存中得到的变量值放入工作内存的变量副本中
use(使用):作用于工作内存的变量,把工作内存中的一个变量值传递给执行引擎,每当虚拟机遇到一个需要使用变量的值的字节码指令时将会执行这个操作
assign(赋值):作用于工作内存的变量,它把一个从执行引擎接收到的值赋值给工作内存的变量,每当虚拟机遇到一个给变量赋值的字节码指令时执行这个操作
store(存储):作用于工作内存的变量,把工作内存中的一个变量的值传送到主内存中,以便随后的write的操作
write(写入):作用于主内存的变量,它把store操作从工作内存中一个变量的值传送到主内存的变量中。
简图
<img 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" alt="">
<ol><li>关键字</li></ol>
volatile
会使得#Lock指令(汇编指令)基于CPU的缓存锁和MESI的协议实现缓存一致性
防止内存重排:内存屏障
volatile对复合操作无法保证原子性。对单操作可以保证原子性
synchronized
原子性(synchronized )
Synchronized、Lock来保证代码块内的操作是原子的
可见性(volatile、synchronized 、final)
在Java中可以使用volatile关键字来保证多线程操作时变量的可见性<br>volatile的功能是被其修饰的变量在被修改后可以立即同步到主内存,而被其修饰的变量在每次使用之前都会从主内存刷新。除此之外,synchronized和final两个关键字也可以实现可见性 。volatile也可以看作是轻量级的锁,在其内部使用了Lock指令来解决可见性问题。<br>
有序性
在Java中,可以使用synchronized和volatile来保证多线程之间操作的有序性。只是实现方式有所区别: volatile关键字会禁止指令重排,synchronized关键字保证同一时刻只允许一个线程的操作
volatile 、synchronized<br>volatile可以禁止指令重排序,synchronized是在同一时刻只允许一个线程操作
主要解决的问题:
主内存与工作内存 之间的关系
内存溢出
原因:
java.lang.OutOfMemoryError: Java heap space异常
java.lang.OutOfMemoryError: PermGen space异常
java.lang.StackOverflowError异常
内存参数配置说明
-server:一定要作为第一个参数,在多个CPU时性能佳 ,表示以服务模式启动,启动速度会稍 微慢一点,但性能会高很多。不加这个参数,默认是以客户端模式启动
-Xms:java Heap初始大小。 默认是物理内存的1/64
-Xmx:java heap最大值。默认是物理内存的1/4,建议设为物理内存的一半。不可超过物理内存
-XX:PermSize:设定内存的永久保存区初始大小,缺省值为64M
-XX:MaxPermSize:设定内存的永久保存区最大 大小,缺省值为64M
-XX:SurvivorRatio=2 :生还者池的大小,默认是2,如果垃圾回收变成了瓶颈,您可以尝试定制生成池设置
-XX:NewSize: 新生成的池的初始大小。 缺省值为2M
-XX:MaxNewSize: 新生成的池的最大大小。 缺省值为32M
内存溢出生成文件
-XX:+HeapDumpOnOutOfMemoryError:堆内存溢出生成dump文件
-XX:HeapDumpPath=D:/ : 堆内存溢出生成文件存放位置
常见问题
初始内存太小,无法触发GC回收
堆内存溢出代码
堆内存垃圾回收配置
内存调优工具
MAT(Memory Analyzer)<br>
JProfiler
类加载机制(实例化、半实例化、初始化 )
概念:
1、虚拟机把描述类的数据从Class文件加载到内存,并对数据进行校验、转换解析和初始化,最终形成可被虚拟机直接使用的Java类型的过程
2、类的加载指的是将类的.class文件中的二进制数据读入到内存中,将其放在运行时数据区的方法区内,然后在堆区创建一个 java.lang.Class对象,用来封装类在方法区内的数据结构。
类加载器
概念
Java类加载器(Java Classloader)是Java运行时环境(Java Runtime Environment)的一个部件,负责动态加载Java类到Java虚拟机的内存空间中。类通常是按需加载,即第一次使用该类时才加载。由于有了类加载器,Java运行时系统不需要知道文件与文件系统。对学习类加载器而言,掌握Java的委派概念是很重要的。
每个Java类必须由某个类加载器装入到内存
引导(Bootstrap)类加载器。由原生代码(如C语言)编写,不继承自java.lang.ClassLoader。负责加载核心Java库,存储在<JAVA_HOME>/jre/lib目录中(rt.jar等等基础包)
扩展(Extensions)类加载器。用来在<JAVA_HOME>/jre/lib/ext,[6]或java.ext.dirs中指明的目录中加载 Java的扩展库。Java 虚拟机的实现会提供一个扩展库目录。该类加载器在此目录里面查找并加载 Java 类。该类由sun.misc.Launcher$ExtClassLoader实现
Apps类加载器(也称系统类加载器)。根据 Java应用程序的类路径(java.class.path或CLASSPATH环境变量)来加载 Java 类。一般来说,Java 应用的类都是由它来完成加载的。可以通过 ClassLoader.getSystemClassLoader()来获取它。该类由sun.misc.Launcher$AppClassLoader实现
可自定义类加载器,继承classLoader 重写
双亲委派机制
流程图:
<img src="data:image/png;base64,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" 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委派流程
委派图
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" alt="">
源码
类委派流程
特点
JVM内存中判断Class对象,依据:包名、类名、类加载器实例相同才认为同一个class对象
破坏双亲委派机制方法,重写classLoader,tomcat是破坏了双亲委派机制
加载过程
加载(类加载器)(内存:方法区)
概念:指的是把class字节码文件从各个来源通过类加载器装载入内存中
区域:字节流所代表的静态存储结构转化为方法区的运行时数据结构
流程
读取:通过一个类的全限定名来获取定义此类的二进制字节流
全限定类名:包名+类型 => java.lang.String
非限定类名:也叫短名 =>String
转换:将这个字节流所代表的静态存储结构转化为方法区的运行时数据结构
定义:在Java堆内存中生成一个代表这个类的java.lang.Class的对象,作为方法区中这个类的各种数据的访问入口
结构图
子主题<img 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" 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链接
验证
概念:确保 Class 文件的字节流中包含信息符合当前虚拟机要求,保证被加载类的正确性,不会危害虚拟机自身安全
作用
文件格式验证
比如常量中是否有不被支持的常量?文件中是否有不规范的或者附加的其他信息?<br>
元数据验证
该类是否继承了被final修饰的类?类中的字段,方法是否与父类冲突?是否出现了不合理的重载?
字节码验证
保证程序语义的合理性,比如要保证类型转换的合理性
符号引用验证
比如校验符号引用中通过全限定名是否能够找到对应的类?校验符号引用中的访问性(private,public等)是否可被当前类访问
准备
概念:主要是为类变量(注意,不是实例变量)分配内存,并且赋予初值(变量默认值,非程序中的使用值)
描述:<br>准备阶段是正式为类变量分配内存并设置类变量初始值的阶段,这些变量所使用的内存都将在方法区中进行分配。这个阶段中有两个容易混淆的概念需要强调一下。首先,这时候进行内存分配的只是类变量,而不包括实例变量,实例变量会在对象实例化时随着对象一起分配在 Java 堆中<br>
解析<br>
概念:将常量池内的符号引用替换为直接引用的过程
符号引用
即一个字符串,但是这个字符串给出了一些能够唯一性识别一个方法,一个变量,一个类的相关信息
直接引用
可以理解为一个内存地址,或者一个偏移量。比如类方法,类变量的直接引用是指向方法区的指针;而实例方法,实例变量的直接引用则是从实例的头指针开始算起到这个实例变量位置的偏移量
举例:<br>举个例子来说,现在调用方法hello(),这个方法的地址是1234567,那么hello就是符号引用,1234567就是直接引用。<br><br>在解析阶段,虚拟机会把所有的类名,方法名,字段名这些符号引用替换为具体的内存地址或偏移量,也就是直接引用<br>
初始化(内存:堆区(class对象))
概念:主要是对类变量初始化(赋予真正程序中值),是执行类构造器的过程
描述:<br>换句话说,只对static修饰的变量或语句进行初始化。<br>如果初始化一个类的时候,其父类尚未初始化,则优先初始化其父类。<br>如果同时包含多个静态变量和静态代码块,则按照自上而下的顺序依次执行。<br>
垃圾回收
算法
标记-清楚算法(Mark-Sweep):最基础的垃圾回收算法
描述
标记和清楚分为两个阶段:<br>1、将需要清楚的对象进行标记出来<br>2、清楚所有打了标记的对象,将空间释放出来
优点:
实现简单,不需要进行对象进行移动
缺点
会产生大量的内存碎片,如果需要分配大的内存空间无法分配
简图:
<img src="data:image/png;base64,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" alt="">
复制算法(Copying)
描述
将内存分为两个相同大小的内存块,每次使用的时候都会在其中的一个内存块中使用,使用完后,内存进行复制,将还在存活的对象复制到另外一个内存块中,然后清除另外一个内存块全部清除,这样内存不会产生碎片
优点
实现简单,效率高,不容易产生碎片
缺点
浪费一部分内存空间,当对象的存活率高的时候会频繁的操作内存复制
简图
标记整理算法(Mark-Compact)(标记压缩算法、标记清除压缩算法)
描述
标记整理算法与标记-清楚算法标记类似:<br>标记出需要清除的对象,所有存活对象向一端进行移动,将另外一段空闲出来的空间进行统一清理,<br>可以达到一个完整连续的内存空间
优点
解决了标记-清理算法存在的内存碎片问题
仍需要进行局部对象移动,一定程度上降低了效率
缺点
简图
<img 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" 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分代收集算法(Generational Collection)
描述<br>
新生代、老年代 分别采用不同的算法进行垃圾回收
分代回收
新生代可以采用 复制算法,只需要牺牲少部分存活对象的复制成本
老年代可以采用 标记清楚算法 或 标记整理算法,存活率对象高,无法快速回收
垃圾收集器
serial收集器:
概念:单线程收集器,在垃圾收集的任务中,其他任务全部停止,等待serial收集器收集完成才恢复
特点:阻塞性垃圾收集,效率低
算法:(新生代 - 标记算法、老年代 - 标记整理算法)
参数设定:-XX:+UseSerialGC
ParNew收集器
概念:<br>多线程收集器,多个线程并发进行垃圾回收工作(新生代并行回收,老年代串行回收)<br>ParNew是Serial的并行版本,可以指定GC线程数,默认GC线程数为CPU的数量<br>
特点:阻塞性垃圾收集,效率低
算法:(新生代 - 标记算法、老年代 - 标记整理算法)
参数设定:<br>
-XX:+UseParNewGC ParNew收集器
-XX:ParallelGCThreads 限制线程数量
parallel收集器
概念:Parallel Scavenge收集器类似ParNew收集器,Parallel收集器更关注系统的吞吐量。可以通过参数来打开自适应调节策略,虚拟机会根据当前系统的运行情况收集性能监控信息,动态调整这些参数以提供最合适的停顿时间或最大的吞吐量;也可以通过参数控制GC的时间不大于多少毫秒或者比例;新生代复制算法、老年代标记-压缩
特点:关注点系统吞吐量
算法:(新生代 - 标记算法、老年代 - 标记整理算法)
参数控制:-XX:+UseParallelGC
Parallel Old收集器?
概念:
特点
CMS收集器
概念:CMS(Concurrent Mark Sweep)收集器是一种以获取最短回收停顿时间为目标的收集器。目前很大一部分的Java应用都集中在互联网站或B/S系统的服务端上,这类应用尤其重视服务的响应速度,希望系统停顿时间最短
标记过程
初始化标记
并发标记
重新标记
并发清除
特点:并发收集、低停顿
缺点:产生大量空间碎片、并发阶段会降低吞吐量
参数控制
-XX:+UseConcMarkSweepGC 使用CMS收集器
-XX:+ UseCMSCompactAtFullCollection Full GC后,进行一次碎片整理;整理过程是独占的,会引起停顿时间变长
-XX:+CMSFullGCsBeforeCompaction 设置进行几次Full GC后,进行一次碎片整理
-XX:ParallelCMSThreads 设定CMS的线程数量(一般情况约等于可用CPU数量)
G1收集器
概念:<br>G1是目前技术发展的最前沿成果之一,HotSpot开发团队赋予它的使命是未来可以替换掉JDK1.5中发布的CMS收集器<br>
特点:
空间整合,G1收集器采用标记整理算法,不会产生内存空间碎片。分配大对象时不会因为无法找到连续空间而提前触发下一次GC
可预测停顿,这是G1的另一大优势,降低停顿时间是G1和CMS的共同关注点,但G1除了追求低停顿外,还能建立可预测的停顿时间模型,能让使用者明确指定在一个长度为N毫秒的时间片段内,消耗在垃圾收集上的时间不得超过N毫秒,这几乎已经是实时Java(RTSJ)的垃圾收集器的特征了
收集步骤
标记阶段,首先初始标记(Initial-Mark),这个阶段是停顿的(Stop the World Event),并且会触发一次普通Mintor GC。对应GC log:GC pause (young) (inital-mark)
Root Region Scanning,程序运行过程中会回收survivor区(存活到老年代),这一过程必须在young GC之前完成
Concurrent Marking,在整个堆中进行并发标记(和应用程序并发执行),此过程可能被young GC中断。在并发标记阶段,若发现区域对象中的所有对象都是垃圾,那个这个区域会被立即回收(图中打X)。同时,并发标记过程中,会计算每个区域的对象活性(区域中存活对象的比例)
Remark, 再标记,会有短暂停顿(STW)。再标记阶段是用来收集 并发标记阶段 产生新的垃圾(并发阶段和应用程序一同运行);G1中采用了比CMS更快的初始快照算法:snapshot-at-the-beginning (SATB)
<span style="box-sizing: inherit; font-size: 12pt; line-height: inherit; margin: 0px; padding: 0px; border-style: solid; border-width: 0px; background-repeat: no-repeat; color: rgb(0, 0, 0); font-family: 仿宋;">复制/清除</span><span style="box-sizing: inherit; font-size: 12pt; line-height: inherit; margin: 0px; padding: 0px; border-style: solid; border-width: 0px; background-repeat: no-repeat; color: rgb(0, 0, 0); font-family: 仿宋;">过程后。回收区域的活性对象已经被集中回收到深蓝色和深绿色区域</span>
触发机制
当前程序空闲,垃圾回收器会自动触发
堆内存空间不足,触发垃圾回收,先轻量GC(新生待) ,后 重量GC(老年代)
对象引用
强引用
概念:强引用(Strong Reference)是最普通的引用,以=进行赋值,例如String s="ni hao"、User user=new User()中的s就是一个强引用
特点:只要有引用存在,那么堆中数据不会被回收,哪怕是OOM
软引用(类:SoftReference)
概念:软引用(SoftReference)是一种比强引用弱的引用
特点:在内存足够的时候,软引用对象不会被回收,只有在内存不足时,系统则会回收软引用对象
关键说明:
当发生GC时,虚拟机可能会回收SoftReference对象所指向的软引用,如果空间足够,就不会回收,还要取决于该软引用是否是新创建或近期使用过
在虚拟机抛出OutOfMemoryError之前,所有软引用对象都会被回收
场景:可以是在排除过期数据的情况下。JDK中有个类叫ResourceBundle,内部会使用ConcurrentMap缓存ResourceBundle对象,这里就是使用的软引用机制
弱引用(WeakReference)
概念:是比软引用更弱的一种引用
特点:无论内存空间是否充足,都会将堆中的弱引用的数据空间回收。
场景:较为复杂的数据结构中,为了避免内存泄露而使用的一种引用方式
示例:<br>ThreadLocal的存在是提供了一种线程内全局的上下文容器,类似Spring中的Context,只不过使用范围是在当前线程内。<br>它可以简化同一个线程内多个方法直接参数的重复传递,隔离其他线程的干扰。<br>原理是把ThreadLocal变量以弱key的形式存放在java.lang.ThreadLocal.ThreadLocalMap中。<br>java.lang.ThreadLocal.ThreadLocalMap.Entry就是继承了WeakReference,把ThreadLocal作为一种弱引用存在于map中的key中,一旦ThreadLocal变量的引用被回收或者被置为null值的时候,JVM就会将数据中的key也回收掉并置为null值。<br>可以写个例子来证明上面的结论<br>
虚引用
概念:虚引用是使用PhantomReference创建的引用,虚引用也称为幽灵引用或者幻影引用,是所有引用类型中最弱的一个。一个对象是否有虚引用的存在,完全不会对其生命周期构成影响,也无法通过虚引用获得一个对象实例<br>
特点:<br>GC随时回收,无需考虑任务情况<br>虚引用是最弱的引用<br>虚引用对对象而言是无感知的,对象有虚引用跟没有是完全一样的<br>虚引用不会影响对象的生命周期<br>虚引用可以用来做为对象是否存活的监控<br>
场景:<br>使用虚引用的目的就是为了得知对象被GC的时机,所以可以利用虚引用来进行销毁前的一些操作,比如说资源释放等。这个虚引用对于对象而言完全是无感知的,有没有完全一样,但是对于虚引用的使用者而言,就像是待观察的对象的把脉线,可以通过它来观察对象是否已经被回收,从而进行相应的处理。<br><br>事实上,虚引用有一个很重要的用途就是用来做堆外内存的释放,DirectByteBuffer就是通过虚引用来实现堆外内存的释放的。<br>
JIT编译
前言
热点代码
概念:<br>当虚拟机发现某个方法或代码块的运行特别频繁时,就会把这些代码认定为“热点代码”<br>反复解释执行肯定很慢,JVM 在运行程序的过程中不断优化,用JIT编译器编译那些热点代码,让他们不用每次都逐句解释执行<br>
热点代码的分类
被多次调用的方法:<br>一个方法被调用得多了,方法体内代码执行的次数自然就多,成为“热点代码”是理所当然的
被多次执行的循环体:<br>一个方法只被调用过一次或少量的几次,但是方法体内部存在循环次数较多的循环体,这样循环体的代码也被重复执行多次,因此这些代码也应该认为是“热点代码”<br>
字节码:
Java 代码通过 javac 命令编译成字节码
字节码是不能直接运行的,需要经过 JVM 解释或编译成机器码才能运行
机器码和本地代码:可以直接识别运行的代码,也就是机器指令
java
Java为了实现“一次编译,处处运行”的特性,把编译的过程分成两部分,首先它会先由javac编译成通用的中间形式——字节码,然后再由解释器逐条将字节码解释为机器码来执行
概念:<br>为了提高热点代码的执行效率,在运行时,虚拟机将会把这些代码编译成与本地平台相关的机器码,并进行各种层次的优化,完成这个任务的编译器称为即时编译器(Just In Time Compiler),简称 JIT 编译器<br>
编译器、解释器
编译器:把源程序的每一条语句都编译成机器语言,并保存成二进制文件,这样运行时计算机可以直接以机器语言来运行此程序,速度很快;
解释器:只在执行程序时,才一条一条的解释成机器语言给计算机来执行,所以运行速度是不如编译后的程序运行的快的;
1、必须指出的是,不管是解释执行,还是编译执行,最终执行的代码单元都是可直接在真实机器上运行的机器码,或称为本地代码<br>2、JIT是一种提高程序运行效率的方法。通常,程序有两种运行方式:静态编译与动态解释。静态编译的程序在执行前全部被翻译为机器码,而动态解释执行的则是一句一句边运行边翻译
解决热点代码预先编译,不会对热点代码重新解释成机器代码执行,将编译的热点代码直接存储下来,每次执行的时候直接调用机器码
优化工具
java基础
反射
生命周期[不确定]
编译阶段
从源文件.java
到编译后.class
装配阶段
从.class文件加载JVM内存的结构体Class类型
实例化阶段
运行环境中根据Class类型进行实例化的对象
概念(文件.class >> JVM(class类型) >>实例 )
什么是类:类是一个模板,它描述一类对象的行为和状态(类是抽象的模板,所有的 ".class " 文件,加载到JVM中都被定义为Class类型)
JVM中对class文件的描述和定义的类型(类型 )
什么是对象:对象是java类的定义,有状态和行为(例如:User类、Patient类)
什么是实例:是承载数据的载体,对象的具体实例
具体抽象事物描述(张三)
class类<br>
什么是反射
反射(Reflection)是 Java 程序开发语言的特征之一,它允许运行中的 Java 程序获取自身的信息,并且可以操作类或对象的内部属性。
通过反射机制,可以在运行时访问 Java 对象的属性,方法,构造方法等
反射的本质就是:在运行时,把 Java 类中的各种成分映射成一个个的 Java 对象
类型获取方式
Class.forName("类全路径")<br>
对象.class
实例对象.getClass()<br>
类的结构
构造器:Constructor
获取方式
修饰符为:public类型
获取所有的构造方法,无修饰符限制<br>
实例化方式
实例化:无参数构造器
实例化:有参数构造器
实例化:class实例化对象
private 修饰的构造器,需要设置安全检查参数setAcessible(true)取消安全检查,才可以调用,否则将会抛出无权限调用
字段: Field
获取方式
修饰符为:public的字段
获取所有字段,无修饰符限制
设置方式
修饰符为public可直接调用方法进行设置内容
修饰符为private : 先设置安全检查 setAccessible(true),然后在进行设置内容
方法:Method
获取方式
修饰符为:public的方法
获取所有方法,无修饰符限制
调用方式
修饰符为private的方法 : 先设置安全检查 Method.setAccessible(true),然后在调用,否则会抛出IllegalAccessException
方法调用
其他结构:注解
实例化的方式(5种)
new 对象
Class.newInstance()
Constrator.newInstance()
实现接口Cloneable,调用clone方法
反序列化方式
反射核心接口和类(java.lang.reflect)
Member 接口:反映关于单个成员(字段或方法)或构造函数的标识信息
Field 类:提供一个类的域的信息以及访问类的域的接口
Method 类:提供一个类的方法的信息以及访问类的方法的接口
Constructor 类:提供一个类的构造函数的信息以及访问类的构造函数的接口
Array 类:该类提供动态地生成和访问 JAVA 数组的方法
Modifier 类:提供了 static 方法和常量,对类和成员访问修饰符进行解码
Proxy 类:提供动态地生成代理类和类实例的静态方法
应用场景:
开发通用框架 - <br>反射最重要的用途就是开发各种通用框架。很多框架(比如 Spring)都是配置化的(比如通过 XML 文件配置 JavaBean、Filter 等),为了保证框架的通用性,它们可能需要根据配置文件加载不同的对象或类,调用不同的方法,这个时候就必须用到反射——运行时动态加载需要加载的对象。
动态代理 - <br>在切面编程(AOP)中,需要拦截特定的方法,通常,会选择动态代理方式。这时,就需要反射技术来实现了
注解 - <br>注解本身仅仅是起到标记作用,它需要利用反射机制,根据注解标记去调用注解解释器,执行行为。如果没有反射机制,注解并不比注释更有用
可扩展性功能 -<br> 应用程序可以通过使用完全限定名称创建可扩展性对象实例来使用外部的用户定义类<br><span style="font-size: inherit;">(动态创建对象,实现外部扩展的功能)</span><br>
缺点
性能开销 - <br>由于反射涉及动态解析的类型,因此无法执行某些 Java 虚拟机优化。因此,反射操作的性能要比非反射操作的性能要差,应该在性能敏感的应用程序中避免频繁调用反射动态解析
破坏封装性 -<br> 反射调用方法时可以忽略权限检查,因此可能会破坏封装性而导致安全问题
内部曝光 -<br> 由于反射允许代码执行在非反射代码中非法的操作,例如访问私有字段和方法,所以反射的使用可能会导致意想不到的副作用,这可能会导致代码功能失常并可能破坏可移植性。反射代码打破了抽象,因此可能会随着平台的升级而改变行为
面向对象的特征
封装
定义:隐藏对象的属性和实现细节,仅对外公开接口,控制在程序中属性的读和修改的访问级别
目的:
增强安全性和简化编程,使用者不必了解具体的实现细节,而只是要通过外部接口,一特定的访问权限来使用类的成员。
把所有的属性私有化,对每个属性提供getter和setter方法,如果有一个带参的构造函数的话,那一定要写一个不带参的构造函数。在开发的时候经常要对已经编写的类进行测试,所以在有的时候还有重写toString方法,但这不是必须的。
主要特点
隐藏对象内部实现细节
增强安全性和简化编程
统一提供对外调用接口,标准化操作
抽象
概念
在面向对象的概念中,所有的对象都是通过类来描绘的,但是反过来,并不是所有的类都是用来描绘对象的,如果一个类中没有包含足够的信息来描绘一个具体的对象,这样的类就是抽象类
抽象方法的意义在于,规定了他的所有子类必须拥有一个这样子的方法,或者提供一个这样子的服务,但是实现这个方法的方式,会因为子类的不同的结构而有所不同。 之所以需要继承,是因为这个方法是这些子类的一个共同属性。或者说,父类要通过这些抽象的方法,提供某种特定的服务,但是实现方式在子类中有所不同,所以在父类中写了抽象方法强制子类实现,保证能够提供这种服务<br><br>
抽象类是对一种事物的抽象,即对类抽象。是对通用、基础封装
主要特点
是为了抽取公共行为的定义
是为了规范化、标准化的定义
是为了抽取公共行为的标准方法
抽象类更多的是对通用的、基础的方法封装,让子类复用,避免在子类开发重复的代码
抽象类是对一种事物的抽象,即对类抽象
与接口的区别
接口是对行为的抽象
解耦
抽象类更多的是对通用的、基础的方法封装,让子类复用,避免在子类开发重复的代码
通用
抽象类是对整个类整体进行抽象,包括属性、行为,但是接口却是对类局部(行为)进行抽象
继承
概念
继承为了扩展和复用父类的行为和属性
提高代码的复用性
让类与类之间产生了关系,是多态的前提
特点
单继承,不支持多继承
super: 当前子类对父类的引用
this:对象的引用(谁调用就代表谁)
多态
概念:
对象在不同时刻表现出来的不同状态
父类引用指向子类对象
前提
要有继承
要有方法的重写
实现关系
代理
概念
功能增强:代理可以在不破坏原有的功能基础功能之上,进行功能的扩展即增强
访问控制:可以在访问源功能的时候进行限流或控制访问
动态代理是一种方便运行时动态构建代理、动态处理代理方法调用的机制,很多场景都是利用类似机制做到的,比如用来包装 RPC 调用、面向切面的编程(AOP)
实现动态代理的方式很多,比如 JDK 自身提供的动态代理,主要利用反射机制实现
实现代理的方式
JDK代理、ASM、cglib(基于 ASM)、Javassist
静态代理
代码实现
优点:
目标与代理类接口层级清晰简单
结构简单
缺点:
1、目标接口发生变更会影响实现类与代理类的变更
2、目标接口增加代理类也会随之增加,代理类随着业务增加变得越来越臃肿
3、代理目标类对象,增强代码冗余代码多,无法很好的利用
动态代理
特点
目标接口发生变化不会影响代理类的变更
动态代理可以在不改变目标业务或方法的基础之上,动态增加自己的业务功能
动态代理是通过java的反射机制创建的代理类
JDK代理
1、基于<b><font color="#662c90">接口</font></b>创建动态代理对象,可以只有实现接口没有实现类(例如:mybatis),jdk 代理也可以生成代理对象
**** JDK代理是通过java 反射实现接口生成字节码的方式,加载ClassLoad中实例化代理对象
2、java.lang.reflect.Method类invoke(Object obj, Object... args)
1、通过java反射Class获取Method类的对象,获取到所有实现该方法的类调用权限
2、obj : 目标对象
3、args:方法参数值
3、InvocationHandler 接口 invoke(Object proxy, Method method, Object[] args) <br>
代理增强接口,实现业务功能增强专用接口
proxy:代理目标对象<br>
Method:目标类中的方法
args:目标类中的参数
4、Proxy.newProxyInstance(ClassLoader loader,Class<?>[] interfaces,InvocationHandler h)
创建代理对象,将目标对象重新封装创建代理对象
loader:目标对象的ClassLoader,可以通过反射获取ClassLoader
inerfaces:目标对象实现的接口,可以通过反射获取
InvocationHandler:代理类所需要实现的功能增强
通过代理类调用目标对象方法:proxy.method顺序
1、先调用InvocationHandler.invoke方法
2、在invoke方法中进行调用目标对象的目标方法
之前:可以在调用目标对象的方法之前对功能进行增强
调用目标方法:Method.invoke(target,args)
之后:调用完成目标方法后,可以对其进行增强
代理逻辑
生成字节码文件配置:System.setProperty("sun.misc.ProxyGenerator.saveGeneratedFiles", "true");
字节码
CGLIB代理
Cglib:即可以代理<b><font color="#662c90">类</font></b>、也可以强制代理<b><font color="#662c90">接口</font></b>(代理接口的时候需要自己实现MethondInterceptor.intercept放中的逻辑)
Cglib 代理不能代理final类型的方法和类,因为在 java 中<b><font color="#fdb813">final被标识的方法及类不能被覆盖和重写</font></b>
Cglib 代理是对字节码的操作,会生成新代理字节码(ASM插件生成字节码)
类: 字节码会继承所要代理的类,覆盖所有实现的方法,重新生成新的代理类
接口:字节码会实现所要代理的接口重写调用的方法,重新生成新的代理类
MethodInterceptor接口intercept<br>
代理增强接口:实现业务功能增强专用接口
目标类调用方式:methodProxy.invokeSuper(targetProxy, objects);
代码
Enhancer字节码增强类
setSuperclass 方法 :用于设置增强字节码的类类型(类.class,接口.class)
setCallback方法:设置增强类的回调方法实现(MethodInterceptor)
代码
生成字节码文件配置:System.setProperty(DebuggingClassWriter.DEBUG_LOCATION_PROPERTY, "D:/");<br>
字节码内容:
并发编程
线程:Thread
进程
一个进程可以包含一个或多个线程,但至少会有一个线程
线程是计算机最小的执行单位
创建方式3种
继承Thread类重写run方法
实现Runnable 接口,实现run方法,无返回值
实现Callable接口,实现call方法,有返回值
线程的状态
1、New:新创建的线程,尚未执行
2、Runnable:运行中的线程,正在执行run()方法
3、Blocked:运行中的线程,因为某些操作被阻塞而挂起
4、Waiting:运行中的线程,因为某些操作在等待中
5、Timed Waiting:运行中的线程,因为执行sleep()方法正在计时等待
6、Terminated:线程已终止,因为run()方法执行完毕
状态之间的转换关系
关系图
线程主要方法
activeCount():统计当前线程所在的线程组中活动的线程数量
join():强制执行该线程,直到当前线程执行完毕
join(ms):强制执行该线程指定的毫秒范围内,如果没有执行完毕则让出执行权,由其他线程执行
getId():获取当前线程的唯一ID ,long类型
getState():返回当前线程的状态
getName():返回线程名称
getThreadGroup():返回当前线程所在的组对象
yield:让出可执行的时间片,让其他线程执行
interrupt:中断线程
interrupted:清除线程的中断状态
子主题
线程优先级:Thread.setPriority(int n)
范围:1~10, 默认值5
优先级高的线程被操作系统调度的优先级较高,<br>操作系统对高优先级线程可能调度更频繁,<br>但我们决不能通过设置优先级来确保高优先级的线程一定会先执行
守护线程
守护线程是为其他线程所服务的,不能持有任何需要处理的资源
JVM退出时,不必关心守护线程是否已结束
创建守护线程:在现场启动之前设置 setDaemon(true) 即可设置为守护线程
isDaemon 判断是否为守护线程
线程终止原因
线程正常终止:run()方法执行到return语句返回;
线程意外终止:run()方法因为未捕获的异常导致线程终止
对某个线程的Thread实例调用stop()方法强制终止(强烈不推荐使用)
interrupt 方法表示中断正在运行的现场,
volatile
概念 : 内存可见性(Memory Visibility):所有线程都能看到共享内存的最新状态<br>
主内存
访问:用关键字 volatile 修饰的变量每次线程访问该变量都会访问主内存值,不会读取本地副本
变更:volatile 修饰的是变量,在每次更改其值的内容,都会立刻同步到主内存中
副本内存
访问 : 非 volatile 关键字修饰的变量,线程访问变量首先会读取本地副本,不会立刻读取主内存的值
变更 :非 volatile 关键字修饰的变量,在更改其变量的内容,不会立刻同步到主内存中,所以其他线程读取不到最新的变更内容
变量存放图
图片
子主题
子主题
sychronized
修饰作用域
修饰实例方法
作用于:实例对象锁,对象之间互相独立锁
实现原理:ACC_SYNCHRONIZED标示符实现
修饰静态方法
作用于:class类锁,多个实例对象相互互斥
暂无
修饰代码块
作用于:取决于参数传递对象或class类锁
实现原理:采用monitor监视器
实现原理
锁状态:
无锁状态
偏向锁
单线程操作,获取锁标记
多线程竞争锁,升级为轻量锁
关闭偏量锁JVM方式:UseBiasedLocking = false
轻量锁
多线程竞争锁,采用CAS方式实现
CAS(compant and swap)
概念:比较替换
java.util.concurrent.atomic中的很多类,如(AtomicInteger AtomicBoolean AtomicLong等)都使用了CAS
缺点
循环时间长开销很大:我们可以看到getAndAddInt方法执行时,如果CAS失败,会一直进行尝试。如果CAS长时间一直不成功,可能会给CPU带来很大的开销
只能保证一个共享变量的原子操作:当对一个共享变量执行操作时,我们可以使用循环CAS的方式来保证原子操作,但是对多个共享变量操作时,循环CAS就无法保证操作的原子性,这个时候就可以用锁来保证原子性
ABA问题:java提供了AtomicStampedReference类解决了
Unsafe
自旋锁无法获取锁状态,升级重量级锁
重量锁
对象头标记指针地址
采用monitor方式进行实现
monitor->OjbectMonitor实现
进入阻塞:entryList
运行状态:owner
等待状态:waitSet
自旋锁
对象存储结构
对象头(Header)
对象hashCode
锁状态
线程持有的锁
对象分代年龄
指针地址
实例数据(Instance Data)
对齐填充(Padding)
特点:保证内存可见性、操作原子性
volatile<br>
概念
共享变量的可见性
可见性是指当多个线程访问同一个变量时,一个线程修改了这个变量的值,其他线程能够立即看得到修改的值
禁止指令重排序
主要解决的问题:
可见性
当一个共享变量被 volatile 修饰时,它会保证修改的值会立即被更新到主存,当有其他线程需要读取时,会去主内存中读取最新新值
禁止指令重排序(有序性)
概念:保证程序在执行期间不会对指令进行优化操作,
阶段
编译器优化的重排序
编译源代码时,编译器依据对上下文的分析,对指令进行重排序,以之更适合于CPU的并行执行
运行阶段
CPU在执行过程中,动态分析依赖部件的效能,对指令做重排序优化
编译代码会生成lock指令
加入volatile关键字和没有加入volatile关键字时所生成的汇编代码发现,加入volatile关键字时,会多出一个lock前缀指令
实现分析:
JVM 底层采用“内存屏障”来实现 volatile
LoadLoad:保证load1的读取操作在load2及后续读取操作之前执行
StoreStore:在store2及其后的写操作执行前,保证store1的写操作已刷新到主内存
LoadStore:在stroe2及其后的写操作执行前,保证load1的读操作已读取结束
StoreLoad:保证store1的写操作已刷新到主内存之后,load2及其后的读操作才能执行
CAS(Compare and Swap)
概念:Java 主要利用 Unsafe 这个类提供的 CAS 操作。Unsafe 的 CAS 依赖的是 JVM 针对不同的操作系统实现的硬件指令 Atomic::cmpxchg。Atomic::cmpxchg 的实现使用了汇编的 CAS 操作,并使用 CPU 提供的 lock 信号保证其原子性
特点:CAS 比锁性能更高。因为 CAS 是一种非阻塞算法,所以其避免了线程阻塞和唤醒的等待时间
缺点:
ABA 问题
描述:如果一个变量初次读取的时候是 A 值,它的值被改成了 B,后来又被改回为 A,那 CAS 操作就会误认为它从来没有被改变过
解决办法:AtomicStampedRefrence类
循环时间长开销大
描述:自旋 CAS (不断尝试,直到成功为止)如果长时间不成功,会给 CPU 带来非常大的执行开销
解决方法:自旋锁
只能保证一个共享变量的原子性
问题描述:当对一个共享变量执行操作时,我们可以使用循环 CAS 的方式来保证原子操作,但是对多个共享变量操作时,循环 CAS 就无法保证操作的原子性,这个时候就可以用锁
解决办法:从 Java 1.5 开始 JDK 提供了 AtomicReference 类来保证引用对象之间的原子性,你可以把多个变量放在一个对象里来进行 CAS 操作。
ThreadLocal
是什么
ThreadLocal为每个使用该变量的线程提供独立的变量副本,所以每一个线程都可以独立地改变自己的副本,而不会影响其它线程所对应的副本
ThreadLocal就是为每个线程提供给一个属于自己的局部变量,不受其他线程影响
原理
内部实现
内部类:ThreadLocal- > ThreadLocalMap - > Entity extends WeakReference<ThreadLocal<?>><br>
设计思想
1、ThreadLocal仅仅是个变量访问的入口
2、每一个Thread对象都有一个ThreadLocalMap对象,这个ThreadLocalMap持有对象的引用
3、hreadLocalMap以当前的threadlocal对象为key,以真正的存储对象为value。get时通过threadlocal实例就可以找到绑定在当前线程上的对象
目的:
一是可以保证当前线程结束时相关对象能尽快被回收;
二是ThreadLocalMap中的元素会大大减少,我们都知道map过大更容易造成哈希冲突而导致性能变差
内存溢出点
原因:外部强引用:ThreadLocal local = new ThreadLocal() 不会被回收,内部ThreadLocalMap存在Entity应用关系:Key为弱引用,value强引用,弱引用随时可能被回收,一旦Key被回收,value值一直会存在,不会被回收,所以当线程越来越多,会引发内存溢出
处理结果:线程结束后,一定要进行手动remove方法,清除当前线程应用的局部变量ThreadLocal,被垃圾回收器回收
概念
可重入锁
子主题
注解
注解的形式
注解是以 @ 字符开始的修饰符
如果注解没有属性,则称为标记注解。如:@Override
什么是注解
从本质上来说,注解是一种标签,其实质上可以视为一种特殊的注释,如果没有解析它的代码,它并不比普通注释强
解析一个注解往往有两种形式:<br><br>1、编译期直接的扫描 - 编译器的扫描指的是编译器在对 java 代码编译字节码的过程中会检测到某个类或者方法被一些注解修饰,这时它就会对于这些注解进行某些处理。这种情况只适用于 JDK 内置的注解类。<br>2、运行期的反射 - 如果要自定义注解,Java 编译器无法识别并处理这个注解,它只能根据该注解的作用范围来选择是否编译进字节码文件。如果要处理注解,必须利用反射技术,识别该注解以及它所携带的信息,然后做相应的处理。
Annotation接口
概念:是一个接口,程序可以通过反射来获取指定程序元素的注解对象,然后通过注解对象来获取注解里面的元数据。
子主题
元注解
概念:元注解是可以注解到注解上的注解,或者说元注解是一种基本注解,但是它能够应用到其它的注解上面
@Retention
概念:
作用于注解,表示注解的生命周期
生命周期
RetentionPolicy.SOURCE 注解只在源码阶段保留,在编译器进行编译时它将被丢弃忽视
RetentionPolicy.CLASS 注解只被保留到编译进行的时候,它并不会被加载到 JVM 中
RetentionPolicy.RUNTIME 注解可以保留到程序运行的时候,它会被加载进入到 JVM 中,所以在程序运行时可以获取到它们
@Documented
概念
作用是能够将注解中的元素包含到 Javadoc
@Target
概念
指定注解运用的范围
范围
ElementType.ANNOTATION_TYPE 可以给一个注解进行注解
ElementType.CONSTRUCTOR 可以给构造方法进行注解
ElementType.FIELD 可以给属性进行注解
ElementType.LOCAL_VARIABLE 可以给局部变量进行注解
ElementType.METHOD 可以给方法进行注解
ElementType.PACKAGE 可以给一个包进行注解
ElementType.PARAMETER 可以给一个方法内的参数进行注解
@Inherited
概念
Inherited 是继承的意思,但是它并不是说注解本身可以继承,而是说如果一个超类被 @Inherited 注解过的注解进行注解的话,那么如果它的子类没有被任何注解应用的话,那么这个子类就继承了超类的注解
@Repeatable
概念
注解是用于声明其它类型注解的元注解,<br>来表示这个声明的注解是可重复的。<br>@Repeatable的值是另一个注解,其可以通过这个另一个注解的值来包含这个可重复的注解
内置注解
@Override
概念:
标记式注解,仅被编译器可知,编译器在对 java 文件进行编译成字节码的过程中,一旦检测到某个方法上被修饰了该注解,就会去匹对父类中是否具有一个同样方法签名的函数,如果不是,自然不能通过编译
用于表明被修饰方法覆写了父类的方法。
子主题
@Deprecated
概念:
标记式注解,用于标明被修饰的类或类成员、类方法已经废弃、过时,不建议使用
JDK 已经不再推荐使用当前的方法或者类了,建议你使用某个替代者
@SuppressWarnings
概念
用来压制 java 的警告
用于关闭对类、方法、成员编译时产生的特定警告
参数说明
deprecation - 使用了不赞成使用的类或方法时的警告
unchecked - 执行了未检查的转换时的警告,例如当使用集合时没有用泛型 (Generics) 来指定集合保存的类型;
fallthrough - 当 Switch 程序块直接通往下一种情况而没有 Break 时的警告;
path - 在类路径、源文件路径等中有不存在的路径时的警告;
serial - 当在可序列化的类上缺少 serialVersionUID 定义时的警告;
finally - 任何 finally 子句不能正常完成时的警告
all - 所有的警告。
@FunctionalInterface
概念
Java 8 开始支持,标识一个匿名函数或函数式接口。
用于指示被修饰的接口是函数式接口
函数式接口的特点:<br><br>接口有且只能有个一个抽象方法(抽象方法只有方法定义,没有方法体)。<br>不能在接口中覆写 Object 类中的 public 方法(写了编译器也会报错)。<br>允许有 default 实现方法。
@SafeVarargs
概念
告诉编译器,在可变长参数中的泛型是类型安全的。可变长参数是使用数组存储的,而数组和泛型不能很好的混合使用。
JDK7 <br>简单的说,数组元素的数据类型在编译和运行时都是确定的,而泛型的数据类型只有在运行时才能确定下来。因此,当把一个泛型存储到数组中时,编译器在编译阶段无法确认数据类型是否匹配,因此会给出警告信息;即如果泛型的真实数据类型无法和参数数组的类型匹配,会导致 ClassCastException 异常。<br><br>@SafeVarargs 注解使用范围:<br><br>@SafeVarargs 注解可以用于构造方法。<br>@SafeVarargs 注解可以用于 static 或 final 方法。
函数式接口(Functional Interface)就是一个有且仅有一个抽象方法,但是可以有多个非抽象方法的接口。函数式接口可以被隐式转换为 lambda 表达式。
自定义注解
注解的定义
public @interface 注解名 {定义体}
注解属性
[访问级别修饰符] [数据类型] 名称() default 默认值;
在注解中,我们定义属性时,属性名后面需要加 ()
注解属性只能使用 public 或默认访问级别(即不指定访问级别修饰符)修饰
注解属性的数据类型有限制要求
所有基本数据类型(byte、char、short、int、long、float、double、boolean)<br>String 类型<br>Class 类<br>enum 类型<br>Annotation 类型<br>以上所有类型的数组
注解属性必须有确定的值,建议指定默认值。注解属性只能通过指定默认值或使用注解时指定属性值,相较之下,指定默认值的方式更为可靠。注解属性如果是引用类型,不可以为 null。这个约束使得注解处理器很难判断注解属性是默认值,或是使用注解时所指定的属性值。为此,我们设置默认值时,一般会定义一些特殊的值,例如空字符串或者负数
操作注解方式
所有的Class/Field/Method对象都可以调用上述方法
getAnnotations(): 获取所有的注解,包括自己声明的以及继承的
getAnnotation(Class< A > annotationClass) 获取指定的注解,该注解可以是自己声明的,也可以是继承的
getDeclaredAnnotations() 获取自己声明的注解
泛型
概念:java 泛型是java SE 1.5的新特性,泛型的本质是参数化类型,也就是说所操作的数据类型被指定为一个参数。这种参数类型可以用在类、接口和方法的创建中,分别称为泛型类、泛型接口、泛型方法
特点:
编译时的强类型检查
消除强制类型转换带来的问题
泛型编程可以实现通用算法
分类
泛型类(class className<T1, T2, ..., Tn>)
概念:
一般将泛型中的类名称为原型,而将 <> 指定的参数称为类型参数
类结构是面向对象中最基本的元素,如果我们的类需要有很好的扩展性,那么我们可以将其设置成泛型的
className:原型
T1,T2,...:类型参数
泛型接口(public interface Content<T> {T text();})
实现接口的子类明确声明泛型类型
实现接口的子类不明确声明泛型类型
泛型方法(public <T> T func(T obj) {})
概念:
泛型方法是引入其自己的类型参数的方法。泛型方法可以是普通方法、静态方法以及构造方法。
泛型方法既可以存在于泛型类中,也可以存在于普通的类中。如果使用泛型方法可以解决问题,那么应该尽量使用泛型方法
是否拥有泛型方法,与其所在的类是否是泛型没有关系
<T>:
泛型方法的语法包括一个类型参数列表,在尖括号内,它出现在方法的返回类型之前。对于静态泛型方法,类型参数部分必须出现在方法的返回类型之前。类型参数能被用来声明返回值类型,并且能作为泛型方法得到的实际类型参数的占位符
类型擦除
概念
Java 语言引入泛型是为了在编译时提供更严格的类型检查,并支持泛型编程。不同于 C++ 的模板机制,Java 泛型是使用类型擦除来实现的,使用泛型时,任何具体的类型信息都被擦除了。
编译期间擦除:
把泛型中的所有类型参数替换为 Object,如果指定类型边界,则使用类型边界来替换。因此,生成的字节码仅包含普通的类,接口和方法
擦除出现的类型声明,即去掉 <> 的内容。比如 T get() 方法声明就变成了 Object get() ;List<String> 就变成了 List。如有必要,插入类型转换以保持类型安全
生成桥接方法以保留扩展泛型类型中的多态性。类型擦除确保不为参数化类型创建新类;因此,泛型不会产生运行时开销
泛型的继承
泛型不能用于显式地引用运行时类型的操作之中,例如:转型、instanceof 操作和 new 表达式。因为所有关于参数的类型信息都丢失了。当你在编写泛型代码时,必须时刻提醒自己,你只是看起来好像拥有有关参数的类型信息而已。<br><br>正是由于泛型时基于类型擦除实现的,所以,泛型类型无法向上转型。<br><br>向上转型是指用子类实例去初始化父类,这是面向对象中多态的重要表现。
Integer 继承了 Object;ArrayList 继承了 List;但是 List<Interger> 却并非继承了 List<Object>。<br><br>这是因为,泛型类并没有自己独有的 Class 类对象。比如:并不存在 List<Object>.class 或是 List<Interger>.class,Java 编译器会将二者都视为 List.class。
类型边界(<T extends XXX>)
概念:可以对泛型的类型参数设置限制条件
类型通配符
概念:类型通配符一般是使用 ? 代替具体的类型参数。例如 List<?> 在逻辑上是 List<String> ,List<Integer> 等所有 List<具体类型实参> 的父类。
上界通配符(<? extends Number>)
可以使用**上界通配符**来缩小类型参数的类型范围。
?表示任意参数类型,但是参数类型必须是Number类型的子类
下界通配符(<? super Number>)
**下界通配符**将未知类型限制为该类型的特定类型或超类类型。
注意:上界通配符和下界通配符不能同时使用。
?表示任意参数类型,参数类型必须是Number类型的子类、本类、多层级继承类都可以
无界通配符<?>
概念:<br>无界通配符有两种应用场景:<br>可以使用 Object 类中提供的功能来实现的方法。<br>使用不依赖于类型参数的泛型类中的方法。
类似于任意类型<Object>
通配符和向上转型
概念:<br>泛型不能向上转型。但是,我们可以通过使用通配符来向上转型。<br>
泛型的约束
泛型类型的类型参数不能是值类型
Pair<int, char> p = new Pair<>(8, 'a'); // 编译错误
不能创建类型参数的实例
public static <E> void append(List<E> list) {<br> E elem = new E(); // 编译错误<br> list.add(elem);<br>}
不能声明类型为类型参数的静态成员
public class MobileDevice<T> {<br> private static T os; // error<br>}
类型参数不能使用类型转换或 instanceof
public static <E> void rtti(List<E> list) {<br> if (list instanceof ArrayList<Integer>) { // 编译错误<br> }<br>}
List<Integer> li = new ArrayList<>();<br>List<Number> ln = (List<Number>) li; // 编译错误
不能创建类型参数的数组
List<Integer>[] arrayOfLists = new List<Integer>[2]; // 编译错误
不能创建、catch 或 throw 参数化类型对象
// Extends Throwable indirectly<br>class MathException<T> extends Exception { /* ... */ } // 编译错误<br><br>// Extends Throwable directly<br>class QueueFullException<T> extends Throwable { /* ... */ // 编译错误
public static <T extends Exception, J> void execute(List<J> jobs) {<br> try {<br> for (J job : jobs)<br> // ...<br> } catch (T e) { // compile-time error<br> // ...<br> }<br>}
仅仅是泛型类相同,而类型参数不同的方法不能重载
public class Example {<br> public void print(Set<String> strSet) { }<br> public void print(Set<Integer> intSet) { } // 编译错误<br>}
其他:
BIO\NIO\AIO
IO(阻塞/非阻塞/非阻塞复用/信号驱动/异步IO)模型
阻塞式 I/O
应用进程被阻塞,直到数据复制到应用进程缓冲区中才返回
流程图
非阻塞式 I/O
应用进程执行系统调用之后,内核返回一个错误码。应用进程可以继续执行,但是需要不断的执行系统调用来获知 I/O 是否完成,这种方式称为轮询(polling)。 由于 CPU 要处理更多的系统调用,因此这种模型是比较低效的
流程图
I/O 复用
使用 select 或者 poll 等待数据,并且可以等待多个套接字中的任何一个变为可读,这一过程会被阻塞,当某一个套接字可读时返回。之后再使用 recvfrom 把数据从内核复制到进程中。 它可以让单个进程具有处理多个 I/O 事件的能力。又被称为 Event Driven I/O,即事件驱动 I/O
流程图
信号驱动 I/O
应用进程使用 sigaction 系统调用,内核立即返回,应用进程可以继续执行,也就是说等待数据阶段应用进程是非阻塞的。内核在数据到达时向应用进程发送 SIGIO 信号,应用进程收到之后在信号处理程序中调用 recvfrom 将数据从内核复制到应用进程中。 相比于非阻塞式 I/O 的轮询方式,信号驱动 I/O 的 CPU 利用率更高
流程图
异步 I/O
进行 aio_read 系统调用会立即返回,应用进程继续执行,不会被阻塞,内核会在所有操作完成之后向应用进程发送信号。 异步 I/O 与信号驱动 I/O 的区别在于,异步 I/O 的信号是通知应用进程 I/O 完成,而信号驱动 I/O 的信号是通知应用进程可以开始 I/O。
流程图
五大 I/O 模型比较
前四种 I/O 模型的主要区别在于第一个阶段,而第二个阶段是一样的: 将数据从内核复制到应用进程过程中,应用进程会被阻塞
流程图
I/O 模型比较
同步 I/O 与异步 I/O
同步 I/O: 应用进程在调用 recvfrom 操作时会阻塞
异步 I/O: 不会阻塞
阻塞式 I/O、非阻塞式 I/O、I/O 复用和信号驱动 I/O 都是同步 I/O,虽然非阻塞式 I/O 和信号驱动 I/O 在等待数据阶段不会阻塞,但是在之后的将数据从内核复制到应用进程这个操作会阻塞
BIO
概念:传统IO,同步阻塞IO,数据读写方式:面向流
关键概念
包目录:java.io
阻塞:单线程模式,线程一旦阻塞,不能再做其他任务使用
客户端读写:每一个客户端独立分配一个线程处理,过多的客户端会导致线程数量增加
创建流程
服务端
客户端
特点
优点
专门用于处理有限的客户端连接
结构简单,易懂
缺点
不适用于大量客户端连接,线程数量有限,开销大
多线程切换消耗CPU资源
改善方式:采用线程池
NIO
概念:基于IO多路复用技术的“非阻塞式IO”。简单来说,内核将可读可写事件通知应用,由应用主动发起读写操作<br>数据的读写方式面向:缓存区
关键概念
Java 1.4 java.nio之后引入
Channel
通道
既可以从通道中读取数据,又可以写数据到通道。但流的读写通常是单向的
通道可以异步地读写
通道中的数据总是要先读到一个Buffer,或者总是要从一个Buffer中写入
Buffer
缓存区
开辟了一块内存空间,可以读写数据
all
属性
capacity:总空间容量
position:
写:指针指向最新写入的位置+1
读:
limit
写:最大容量 为capacity
读:实际数据数量的位置
selector
选择器
一个线程可处理多个客户端的连接通道
基于事件驱动方式进行处理模式
详细说明
创建流程
服务端
客户端
特点
面向缓冲区
采用IO多路复用模式处理多客户端数据
事件驱动
基于事件驱动:等发生了各种事件,系统可以通知我,我再去处理
子主题
AIO
概念:非阻塞异步IO模型。简单来说,内核将读完成事件通知应用,读操作由内核完成,应用只需操作数据即可;应用做异步写操作时立即返回,内核会进行写操作排队并执行写操作
关键概念
Java 1.7 之后引入的一个包
它提供了异步和非阻塞的IO操作模式,所以人们称之为AIO(异步IO),异步IO是基于事件和回调机制的,即应用操作后直接返回,不会被阻塞在那里. 当后台处理完成后,操作系统会通知相应的线程进行后续操作
设计模型
reactor模型
概念:Reactor模型是基于事件驱动的线程模型,可以分为Reactor单线程模型、Reactor多线程模型、主从Reactor多线程模型,通常基于在I/O多路复用实现
关键词
Dispatcher 负责事件分发
Acceptor 负责客户端建立连接
Handler 负责客户端数据的读写
原理
Reactor 单线程模型
Reactor多线程模型
Reactor 主从多线程模型
proactor:基于AIO技术,读完成时通知应用,写操作应用通知内核
Cookie与Session区别
Cookie
存储在浏览器端
以明文的方式存储,存在很大风险,可能被篡改
有:有效期
浏览器禁用Cookie,则Cookie不能使用
支持跨域名
Session
存储在服务器端
并发访问的用户非常多,会产生很多的 Session,消耗大量的内存
有效期<br>
取决于Cookie中的JESSIONID 是否过期
正常浏览器关闭,session失效
不支持跨域
Token与JWT区别
Token
无状态
支持跨域
需要验证Token,查库或查缓存验证
无法携带用户信息,需要进行二次查询才可以
JWT
无状态
支持跨域
支持自动校验解码,不需要查库或缓存校验
支持携带用户信息,进行加密返回<br>
JWT(JSON Web Token)
基本概念
JWT(JSON Web Token) 是一个开放标准(RFC 7519),它定义了一种紧凑的、自包含的方式,用于作为JSON对象在各方之间安全地传输信息
无状态
支持跨域
支持自动校验解码
支持携带数据,暂无限制,尽可能不要超过HTTP请求携带的8K大小<br>
组成结构
JWT由三部分组成,它们之间用圆点(.)连接。
头部:Header
申明JWT类型: type,默认jwt
申明JWT算法类型:alg,通常直接使用 HMAC SHA256
数据载体:Payload
标准注册声明(registered claims)
子主题
iss: jwt签发者<br>sub: jwt所面向的用户<br>aud: 接收jwt的一方<br>exp: jwt的过期时间,这个过期时间必须要大于签发时间<br>nbf: 定义在什么时间之前,该jwt都是不可用的<br>iat: jwt的签发时间<br>jti: jwt的唯一身份标识,主要用来作为一次性token,从而回避重放攻击<br>
公共的声明(public claims)
公共的声明可以添加任何的信息,一般添加用户的相关信息或其他业务需要的必要信息.但不建议添加敏感信息
客户端可解密
私有的声明(private claims)
私有声明是提供者和消费者所共同定义的声明,一般不建议存放敏感信息,因为base64是对称解密的,意味着该部分信息可以归类为明文信息
签证信息:Signature
头部且Base64加密后:header (base64后的)
数据载体且Base64加密后:payload (base64后的)
密文信息:secret
代码示例
资源网址
https://auth0.com/blog/refresh-tokens-what-are-they-and-when-to-use-them/
组件技术
Jsoup解析Xml
概念:专注于解析标准Html工具,可以基于节点或样式等进行解析,标准的XML文档也可以采用此工具
Document对象创建
doc = Jsoup.parse(html);
doc = Jsoup.parseBodyFragment(html);
doc = Jsoup.connect("http://example.com/").get();
doc = Jsoup.parse(input, "UTF-8", "http://example.com/");
doc解析数据
方法:method
Element : 获取节点
Element : getElementById(String id)
获取父元素:parent()
获取子元素:children()
获取子元素中的第几个子元素,返回单个子元素,数组超出会报异常:child(int index)
Elements : 获取节点列表
标签名 : getElementsByTag(String tag)
样式名 : getElementsByClass(String className)
属性名 : getElementsByAttribute(String key)
相邻节点获取 :
同级元素:siblingElements()
第一个同级元素 : firstElementSibling()
最后一个同级元素:lastElementSibling();
下一个同级元素 : nextElementSibling()
上一个同级元素 :previousElementSibling()
Element : 获取节点数据
attr
属性的值 : attr(String key)
设置属性值 : attr(String key, String value)
所有属性 : attributes()
样式值 :className()
样式值名称 :classNames()
ID属性值 :id()
获取所有匹配子元素及以下所有文本值 : text()
设置文本值 : text(String value)
html()获取元素内HTMLhtml(String value)设置元素内的HTML内容
outerHtml()获取元素外HTML内容
作用于script、style、css内部数据:data()
获取标签对象及标签名称 :tag() and tagName()
选择器:Selector(规则)
单规则
标签名称 : tag
命名空间标签查找 *|name、div|name
ID标识符 #id
属性名 [class]<br>
属性名及属性值 [class=nb]
属性名前缀查找 [^data-]
属性以什么结尾的元素"$="[data-$=xx]
属性包含的元素“*=”[data-*=xx]
样式类查找<br>
总结
组合规则
多元化查询
查询div标签id等于name的元素:div#name
查询div下所有li标签元素: div li
查询div标签包含data属性的所有元素 :div[^data]
多标签组合,可以任意发挥
多标签查找(tagName tagName)
大于号查询(div>ul>li)
大于号所有子元素查找(div>*)<br>
加号查询(div+span)
波浪线查询(div~span)
逗号查询(#id,div,[name=a])
筛选器
同级元素索引号查询元素:小于(:lt(n))、大于(:gt(n))、等于:eq(1)<br>
包含指定元素的结果查找::has(seletor)<br>
不包含指定元素的结果查找::not(selector)
其他筛选器,可在真实应用场景中研究
占位符解析
PropertyPlaceholderHelper解析
String.format格式化
转换符
补充
StringSubstitutor解析
pom引入
默认占位符符号 "${" 开头,“}”结尾
使用方式
系统属性
变量占位符
指定占位符号
人脸识别
地址&下载位置:https://ai.arcsoft.com.cn/
下载
子主题
tomcat
常见问题
闪退查看错误日志在控制台
1、打开 tomcat/bin/startup.bat
2、找到最后一行: call "%EXECUTABLE%" start %CMD_LINE_ARGS%
3、更改 start 为 run
4、将错误信息打印到当前cmd命令窗口,退出任务为tomcat任务,保留错误日志
命令窗口 更改名称
1、打开 tomcat/bin/catailina.bat
2、找到 :if "%TITLE%" == "" set TITLE=Tomcat
3、将tomcat 名称更改为你需要的名称即可
命令窗口 乱码
1、打开 tomcat/conf/logging.properties
2、找到显示控制台日志编码位置进行更改 : java.util.logging.ConsoleHandler.encoding = UTF-8
3、将 UTF-8 或 其他编码更改为 GBK 或其他编码进行尝试,直到命令窗口乱码正常
框架
spring
spel
pom包
核心类、接口解释
接口:ExpressionParser
类:SpelExpressionParser
接口 :EvaluationContext
类 : StandardEvaluationContext
应用示例
字符串
字符串显示
字符串拼接
字符串长度计算
字符串长度判断
字符串必须用上单引号标记,否则认为是一个动态变量
对象变量
动态变量上下文 : StandardEvaluationContext
获取对象变量内容
对象值动态判断
定义变量及应用,用#应用EvaluationContext定义的变量
多数据源
重写切换路由器抽象类:AbstractRoutingDataSource
存储线程安全的数据源关系
如何切换数据源
切换数据源采用AOP技术进行动态切换
概念介绍
IOC(Inverse of Control):控制反转
创建对象的权利由spring框架完成
DI(Dependency Injection):依赖注入
在Spring框架负责创建Bean对象时,将对象依赖关系动态的注入到Bean组件中
IOC容器
承载Bean对象的数据结构的Map
AOP(Aspect Oriented Programming):面向切面编程
在不修改目标对象的源代码情况下,增强IoC容器中Bean的功能
ApplicationContext 接口实现
ClassPathXmlApplicationContext:它是从类的根路径下加载配置文件
FileSystemXmlApplicationContext:它是从磁盘路径上加载配置文件,配置文件可以在磁盘的任意位置
AnnotationConfigApplicationContext:当我们使用注解配置容器对象时,需要使用此类来创建Spring容器。它用来读取注解
创建IOC容器
java
手动创建:ApplicationContext context=new ClassPathXmlApplicationContext(xml路径);
子主题
web
1、web.xml中配置ContextLoaderListener接口,并配置ContextConfigLocation参数
2、web容器启动之后加载web.xml,此时加载ContextLoaderListener监听器(实现了ServletContextListener接口
3、调用链:ContextLoaderListener->initWebApplicationContext->createWebApplicationContext->referesh()初始化容器
验证组件(Validation)
概念
Java API规范(JSR303)定义了Bean校验的标准validation-api,但没有提供实现。hibernate validation是对这个规范的实现,并增加了校验注解如@Email、@Length等。Spring Validation是对hibernate validation的二次封装,用于支持spring mvc参数自动校验。接下来,我们以spring-boot项目为例,介绍Spring Validation的使用
JavaAPI JSR303 -> Hibernate Validation 实现 -> Spring Validation 二次封装
请求方式
POST
requestBody 参数传递
抛出 MethodArgumentNotValidException 异常 400 Bad Request
GET
requestParam/PathVariable 参数传递
抛出 ConstraintViolationException 异常
统一处理异常
抛出MethodArgumentNotValidException或者ConstraintViolationException 针对异常统一进行处理
代码实现
配置验证模式
手动验证
自定义验证注解
定义注解
解析注解类
@Validated
作用于类,类级别验证器
子主题
@Valid
作用于 方法参数和字段
子主题
优秀文章
https://blog.csdn.net/f641385712/article/details/97270786
子主题
验证创建Bean进入容器是否合法:BeanValidationPostProcessor<br>
文章链接
https://blog.csdn.net/f641385712/article/details/97270786
创建bean之前拦截
创建Bean之后拦截
缓存(cache)
官方文档
https://docs.spring.io/spring-framework/docs/current/reference/html/integration.html#cache
子主题
底层实现接口
缓存接口:org.springframework.cache.Cache
缓存管理器:org.springframework.cache.CacheManager
缓存Key生成接口:
自定义生成器:org.springframework.cache.interceptor.KeyGenerator
默认生成器:org.springframework.cache.interceptor.DefaultKeyGenerator
基于声明性注解的缓存
添加:@Cacheable
清除:@CacheEvict
更新:@CachePut
组合:@Caching支持三种组合<br>
Cacheable<br>
CachePut<br>
CacheEvict
配置类:@CacheConfig 表示整个类启用缓存
开启缓存:@EnableCaching
子主题
spring Mvc
处理程序方法参数解析器 HandlerMethodArgumentResolver<br>
讲解文章
https://www.jianshu.com/p/f4653fe8c935
子主题
将请求提交的数据化转换为方法的对象,经过解析器处理处理转化
实例1:创建实例过程示例
实例2:
子主题
springboot
配置参数说明:https://docs.spring.io/spring-boot/docs/current/reference/html/application-properties.html#application-properties
常见问题
数据源:未配置数据源启动服务报错
数字类型精度丢失
状态码错误
400错误
方式1:异常接收<br>
方式2:springboot 配置 -> 请求参数或请求路径出现特殊服务符号处理方式
方式3:tomcat 部署war配置
404错误
设置未找到的资源抛出异常:spring.mvc.throw-exception-if-no-handler-found=true<br>
设置不添加默认映射:<br>
spring.resources.add-mappings=false
spring.web.resources.add-mappings=false
处理异常:@ControllerAdvice
获取所有URL地址列表
启动、停止项目方式
命令窗口:bat
(win+R) cmd 进入命令窗口
(title 项目名称)设置命令窗口标题
(java -jar 项目名称) 启动项目
(直接关闭命令窗口即)关闭项目
后台命令运行:java -jar xxx.jar
(javaw.exe,jre/xxx.exe,jdk/xxx.exe) 复制更改为项目名称
(xxx.exe -jar xxx.jar) 启动项目
(linux = skill -9 xxx.exe , win=taskkill -f -t -im xxx.exe)关闭项目
静态资源
默认静态资源位置
classpath:/META-INF/resources/, classpath:/resources/, classpath:/static/, classpath:/public/
未找到处理资源
未找到访问的资源,是否抛出异常,默认Flase : spring.mvc.throw-exception-if-no-handler-found=false(默认)
是否启用静态资源映射
加载配置顺序
当前项目目录下的一个/config子目录:file:/config/
当前项目目录:file:/
项目的resources即一个classpath下的/config包:classpath:/config/
项目的resources即classpath根路径(root):classpath:/
如果在不同的目录中存在多个配置文件,它的读取顺序是:<br>1、config/application.properties(项目根目录中config目录下)<br>2、config/application.yml<br>3、application.properties(项目根目录下)<br>4、application.yml<br>5、resources/config/application.properties(项目resources目录中config目录下)<br>6、resources/config/application.yml<br>7、resources/application.properties(项目的resources目录下)<br>8、resources/application.yml<br>总结:<br>存在相同的配置内容,高优先级的内容会覆盖低优先级的内容<br>存在不同的内容的时候,高优先级和低优先级的配置内容取并集<br>
加载文件顺序
bootstrap.yml (.properties) > application.yml (.properties) > application-dev(prod).yml(.properties)<br>
异常处理
描述文章地址:https://reflectoring.io/spring-boot-exception-handling/
注解使用
@ControllerAdvice
作用于:控制层全局异常拦截,可以控制所有RequestMapping触发的异常信息<br>
配合
@ExceptionHandler
处理指定异常@ExceptionHandler(Exception.class)
@ResponseStatus<br>
返回异常的状态进行匹配:@ResponseStatus(HttpStatus.BAD_REQUEST)
mybatis Plus
pom.xml
MapperScan扫描
xml手动编写sql配置
基于Plus注解扩展Controller基础接口
基础CRUD实现
mapper
service
controller
关系结构图
子主题
通用字段填充
类型转换(typeHandler)
mybatis3+springboot
Plus
Sentinel
springboot集成Sentinel功能
pom
参数配置[application.properties]
流控异常处理:BlockExceptionHandler
dashboard管理平台
流控规则
概念:对于访问资源在单位时间得请求数量的控制
配置说明
参数图片
资源名称:访问资源名称:A
针对来源:
default:默认default(不区分来源,全部限制)
自定义:指定微服务名调用进行流控
阈值类型
QPS:资源每秒请求数量
并发线程数:资源并发请求数量
单机阈值:根据“阀值类型”请求的数量设置
流控模式<br>
直接:超过阀值立刻抛出错误信息
关联:关联资源(B)出现限流,被关联资源(A)立刻限流<br>
关联资源:B
链路:资源A->B->C->D形成一个链路【未彻底明白】<br>
流控效果
快速失败:请求被限流,直接返回异常
Warm Up:逐渐释放请求数量,不会立刻将请求释放出来避免系统瞬间把系统压垮,
排队等待:
请求数量达到阀值时,请求会被排队等待
超时时间:所有等待的请求超过超时时间,会被拒绝立刻返回失败
熔断规则
概念:资源内部处理过程的响应进行控制<br>
响应慢:RT
异常比例
异常数
配置说明
资源名称:指定资源路径或对应资源名称
熔断策略
统计时长:单位时间(毫秒)内,符合熔断策略(在指定时间内进行统计)
熔断时长:服务熔断后,等待多长时间恢复
最小请求数:请求总数,在此数量范围内进行统计异常数量比例
慢调用比例:
请求调用响应时间超过指定RT时间
异常比例 =( 请求总数量 / (异常数量=请求总数量响应时间>RT超时响应时间)
熔断 = 异常比例 > 比例阈值
熔断时间 = 熔断时长
异常比例
异常比例 =( 请求总数量 / 请求产生的异常数)
熔断时间 = 熔断时长
异常数
总请求数中产生异常的数量
热点规则
概念:即经常访问的数据,例如:某商品搞活动,指定商品ID进行限流
定义热点资源
@SentinelResource
标注资源,协助参数进行限流控制
value:定义资源名称
blockHandlerClass:限流后回调的类<br>
blockHandler:限流后回调的方法名,必须是static ,参数与限流方法参数必须保持一致
SentinelResourceAspect
处理SentinelResource注解逻辑,实现源码
SentinelAspectConfiguration
将SentinelResourceAspect配置启作用
配置说明
资源名:指定资源路径或对应资源名称
限流模式:QPS
参数索引:指定入参索引,以下标0开始
单机阈值:请求数量
统计窗口时长:在指定时间范围内进行限流
高级参数说明(参数例外项):
概念:除了基础配置说明外,针对个别参数进行特殊限流
参数类型:限定入参数据类型->基础类型 + 字符串类型<br>
参数值:限定 具体入参值,例如:商品ID,用户ID 等等
限流阈值:入参值限制访问数量
系统规则\授权规则【待完善处理】
遗留问题FAQ
持久化限流规则(nacos\redis\db)
子主题
nacos
源码&编译
源码下载
https://github.com/alibaba/nacos/releases
GitHub 下载编译后的代码非常慢,需要很长时间,所以下载源码,进行编译
构建项目
git clone https://github.com/alibaba/nacos.git<br>cd nacos/<br>mvn -Prelease-nacos -Dmaven.test.skip=true clean install -U <br>ls -al distribution/target/<br><br>// change the $version to your actual path<br>cd distribution/target/nacos-server-$version/nacos/bin
启动注册中心
startup.cmd -m standalone
注册中心
导入POM依赖
配置注册中心地址
开启服务注册注解
配置中心
导入POM依赖
设置项目启动配置内容
开启项目配置注解
Gateway
概念:微服务架构提供一种简单有效的统一的 API 路由管理方式
执行顺序:谓词 -> 过滤器 -> 路由地址(微服务应用)
底层采用Netty的通讯框架基于Reactor模型处理各种路由交互
Netty基于NIO技术,可读可写时通知应用
Reactor特点<br>
关键词
路由(Router)
网关的基本构建块
组成部分
ID
转发目标URL地址(uri)
谓词集合(predicate),布尔值结果(判断组合条件:与,或,非)
过滤器集合(filters):匹配内容进行过滤跳转,实现 GatewayFilter 进行请求之前和之后进行处理
谓词(Predicate): 匹配请求中任何内容的参数是否满足请求规则
https://docs.spring.io/spring-cloud-gateway/docs/current/reference/html/#gateway-request-predicates-factories
内容
过滤器(Filter):将路由之前或之后进行修改制定数据
子主题
https://docs.spring.io/spring-cloud-gateway/docs/current/reference/html/#gatewayfilter-factories
谓词(默认11种)
自定义
注意点
默认不重写name方法,关键词采用类名前缀 XXX RouterPredicateFactory
数据填充 Config 对象设置,重写shortCutFieldOrder 方法,将对象属性添加到list中,用于捕获设置的内容<br>
实现方式
1、继承 => AbstractRoutePredicateFactory<br>
2、实现方法 => apply(),返回值判断是否通过谓词判断,true 通过,false 不通过<br>
3、重写 => name() ,用于定义谓词关键词(- 关键词=tt,bb),默认采用类名(Item)<br>
4、重写 => shortcutFieldOrder,用于定义接受对象属性名称
默认(11个)
https://docs.spring.io/spring-cloud-gateway/docs/current/reference/html/#gateway-request-predicates-factories
过滤器(默认31种)
自定义过滤器:
注意点
GatewayFilter 用于路由指定过滤器
GlobleFilter 全局使用定义
基于Router过滤器GatewayFilter
1、继承 => AbstractGatewayFilterFactory
2、实现方法 => apply<br>
3、重写 => shortcutFieldOrder,用于定义接受对象属性名称
全局Router过滤器GlobleFilter
1、实现 GlobalFilter接口的filter,针对请求之前与之后进行处理<br>
2、实现,Ordered接口的getOrder方法,用于定义filter的执行顺序,以满足调用的先后
3、
默认(31个)
https://docs.spring.io/spring-cloud-gateway/docs/current/reference/html/#gatewayfilter-factories
OpenFeign<br>
概念:远程调用
POM依赖
版本管理
导入jar
开启客户端调用:@EnableFeignClients<br>
定义公共接口调
知识点收集
全知识面:
Java 相关所有知识面
https://github.com/dunwu/blog
https://www.cnblogs.com/crazymakercircle/p/11704077.html
https://pdai.tech/md/java/io/java-io-nio-select-epoll.html
技术性网站
精彩网站荟萃
https://www.kancloud.cn/sstd521/design
https://qicoder.com/source-scg/source-scg-handler/
中间件
redis基础
linux 安装过程
解压文件:tar -zxvf redis-6.2.6.tar.gz
进入目录: cd redis-6.2.6<br>
编译源代码: make<br>编译完成后,默认在解压目录
运行:./src/redis-server ./redis.conf<br>
编译完成的文件可以集中存放,方便启动<br>cp redis-benchmark redis-check-aof redis-check-rdb redis-cli redis.conf redis-sentinel redis-server redis-trib.rb sentinel.conf /目录/bin<br>直接就可以启动<br>redis-server redis.conf
配置文件说明(redis.conf)
后台运行:daemonize (默认为no,修改为yes)
导入配置文件:include 文件名<br>相同配置会存在覆盖的情况,请注意
日志文件:logfile /目录/文件名
持久化数据
设置存放目录:dir /home/install/redis6/data/
设置存放名称:dbfilename redis6666.rdb
主从复制
新版本:replicaof ip port
旧版本: slaveof ip port
从机(默认只读模式):replica-read-only yes
900秒内1个key被修改就进行快照保存:save 900 1
子主题
子主题
面试题
JVM基础题(JVM虚拟机)
Java基础题
面向对象的特性
https://www.runoob.com/java/java-inheritance.html
继承
服用父类的方法和属性
提高代码的复用性
也是多态的一种表现
封装
隐藏内部实现
增加可维护性
复用性
多态
多态是同一个行为具有多个不同表现形式或形态的能力
多态就是同一个接口,使用不同的实例而执行不同操作
可移植性、健壮性、可维护性<br>
ArrayList & linkList
ArrayList
数组实现
数据具有连续性
性能
插入、删除数据慢:数据需要整体移动
访问数据 快
linkList
链表实现
每一个数据节点都会存储下一个数据的指针
性能
插入、删除数据快:数据不需要移动,只要将数据的指针指向下一个地址即可
访问数据 慢
JDK1.8新特性
接口运行编写默认方法<br>
面向函数式编程的Lamdb表达式
函数式的接口
新接口
predicate<br>
function
suppline
consumer
optional
stream
filter
时间类
LocalTime
什么时候用:接口&抽象类
接口
基本特点
接口只能单继承(extends)<br>
不能存在构造方法
接口只能存在默认方法(default 类型)<br>
优点
降低了耦合,提高了拓展性
隐藏内部的实现
场景
定义的是一种标准,子类隐藏封装内部实现,增强安全性
可以实现接口当中可扩展子类,不确定的实现类
抽象类
基本特点
可存在构造方法 & 普通方法
抽象类可以实现多个接口(implements)
优点
可被实例化(多态)
抽象类是用来捕捉子类的通用特性的,包括属性及行为
场景
多个子类复用功能,可以采用抽象类
多个子类复用一些功能,同时子类在继承实现的时候需要进行扩展,可以使用抽象类
通用实现需要被复用且在复用中需要关键性判断,在子类中必须实现一些方法,可以使用抽象类
HashMap 底层实现原理
数组 、 链表
1、根据key 计算hash值,通过hash取模((n - 1) & hash)计算出数组下标值进行存储<br>2、存储数据超过默认初始大小,默认扩展当前大小的2倍<br>3、hash值相同,存储数据会变成链表形式存储,最新数据存储在头部
JDK1.7:相同的hash值已链表形式存储<br>JDK1.8:相同的hash值已链表形式存储,链表超过8个会采用红黑树形式存储<br>
红黑树<br> 红黑树的平均查找长度是log(n),如果长度为8,平均查找长度为log(8)=3,链表的平均查找长度为n/2,当长度为8时,平均查找长度为8/2=4,这才有转换成树的必要;链表长度如果是小于等于6,6/2=3,而log(6)=2.6,虽然速度也很快的,但是转化为树结构和生成树的时间并不会太短。
1、HashMap线程不安全,多线程下扩容死循环<br>2、线程安全采用HashTable、Collections.synchronizedMap、以及 ConcurrentHashMap 可以实现线程安全<br> 2.1 HashTable 是在每个方法加上 synchronized 关键字,粒度比较大<br> 2.2 Collections.synchronizedMap 是使用 Collections 集合工具的内部类,通过传入 Map 封装出一个 SynchronizedMap 对象,内部定义了一个对象锁,方法内通过对象锁实现<br> 2.3 ConcurrentHashMap 在jdk1.7中使用分段锁,在jdk1.8中使用CAS+synchronized<br>
hashcode & equeal 区别
hashcode
计算出对象的哈希码,作用是确定对象在哈希表中的索引位置
equeal
默认:Object.equest比较的是两个对象的应用相同
重写:一般比较的是内容是否相同
区别:<br>1、HashCode相同,对象不一定相同,有可能存在同一个链表中<br>2、equeal 相同,hashCode一定相同,存储位置在同一个位置
http与https区别
http
超文本传输协议,基于TCP/IP传输<br>
以明文传输,容易被窃听截取 、篡改
数据真实性容易被伪造
默认端口80
无加密过程,资源消耗较少
https
SSL 数字证书,资源消耗较多
密文进行传输,不易被篡改和监听
默认端口 443
深拷贝&浅拷贝
浅拷贝:<br>1、复制对象的引用,指向同一块空间<br>2、原始对象值发生改变,新拷贝的对象值也发生改变
深拷贝:<br>1、完整的复制对象的内容,新开辟一块内存地址空间进行存储,引用不同<br>2、原始对象值发生改变,新拷贝对象不发生改变<br>3、Cloneable 接口并且实现 clone 方法
BIO、NIO、AIO 区别(java基础)
零拷贝(mmap、sendfile)
mmap:<br>1、mmap 通过内存映射,将文件映射到内核缓冲区,减少内核空间到用户空间的拷贝次数<br>2、内存拷贝(从 4 次变成了 3 次),适合 小数据 传输<br>3、java NIO MappedByteBuffer 实现<br>
sendFile:<br>1、内核缓冲区进入到 Socket Buffer,同时,由于和用户态完全无关,就减少了一次上下文切换<br>2、sendFile 可以利用 DMA 方式,减少 CPU 拷贝,mmap 则不能(必须从内核拷贝到 Socket 缓冲区)
使用场景
KafKa <br>生产者 ->broker管道 采用MMAP 技术<br>消费者->读取broker管道数据采用SendFile 技术(客户端和 broker 进行数据传输时,会使用 transferTo 和 transferFrom 方法,即对应 Linux 的 sendFile)
rocketMQ 在消费消息时,使用了 mmap
子主题
?IO复用、Epoll 区别
值传递、引用传递 的区别
基本类型的时候,用的是值传递
参数类型是对象、数组 、集合 是拷贝引用的值,所以能修改引用数据指向同一个对象
Redis基础题
资源链接:<br>https://github.com/doocs/technical-books#database<br>下载地址<br>https://download.redis.io/releases/redis-6.0.16.tar.gz<br>
redis 持久化有哪几种方式
持久化:就是把内存的数据写到磁盘中去,防止服务宕机了内存数据丢失
持久化机制 :RDB(默认:快照) 和 AOF(写模式、日志模式) :<br>
RDB(周期存储快照)
RDB是Redis默认的持久化方式。按照一定的时间将内存的数据以快照的形式保存到硬盘中,对应产生的数据文件为dump.rdb。通过配置文件中的save参数来定义快照的周期
优点
只有一个文件 dump.rdb,方便持久化
容灾性好,一个文件可以保存到安全的磁盘
性能最大化,fork 子进程来完成写操作,让主进程继续处理命令,所以是 IO 最大化。使用单独子进程来进行持久化,主进程不会进行任何 IO 操作,保证了 redis 的高性能
相对于数据集大时,比 AOF 的启动效率更高
缺点
数据安全性低。RDB 是间隔一段时间进行持久化,如果持久化之间 redis 发生故障,会发生数据丢失。所以这种方式更适合数据要求不严谨的时候)
AOF(Append-only file)持久化方式:是指所有的命令行记录以 redis 命令请 求协议的格式完全持久化存储)保存为 aof 文件。
AOF(每一个写指令都进行存储)
AOF持久化(即Append Only File持久化),则是将Redis执行的每次写命令记录到单独的日志文件中,当重启Redis会重新将持久化的日志中文件恢复数据。<br>当两种方式同时开启时,数据恢复Redis会优先选择AOF恢复
优点
数据安全,aof 持久化可以配置 appendfsync 属性,有 always,每进行一次 命令操作就记录到 aof 文件中一次。
通过 append 模式写文件,即使中途服务器宕机,可以通过 redis-check-aof 工具解决数据一致性问题
AOF 机制的 rewrite 模式。AOF 文件没被 rewrite 之前(文件过大时会对命令 进行合并重写),可以删除其中的某些命令(比如误操作的 flushall))
缺点
AOF 文件比 RDB 文件大,且恢复速度慢。
数据集大的时候,比 rdb 启动效率低
总结:<br>AOF文件比RDB更新频率高,优先使用AOF还原数据。<br>AOF比RDB更安全也更大<br>RDB性能比AOF好<br>如果两个都配了优先加载AOF<br>
Redis 过期策略和内存淘汰策略
过期策略
定时过期:每个设置过期时间的key都需要创建一个定时器,到过期时间就会立即清除。该策略可以立即清除过期的数据,对内存很友好;但是会占用大量的CPU资源去处理过期的数据,从而影响缓存的响应时间和吞吐量
惰性过期:只有当访问一个key时,才会判断该key是否已过期,过期则清除。该策略可以最大化地节省CPU资源,却对内存非常不友好。极端情况可能出现大量的过期key没有再次被访问,从而不会被清除,占用大量内存。
定期过期:每隔一定的时间,会扫描一定数量的数据库的expires字典中一定数量的key,并清除其中已过期的key。该策略是前两者的一个折中方案。通过调整定时扫描的时间间隔和每次扫描的限定耗时,可以在不同情况下使得CPU和内存资源达到最优的平衡效果
Redis key的过期时间和永久有效分别(EXPIRE和PERSIST命令)
Redis中同时使用了 惰性过期 和 定期过期 两种过期策略
内存淘汰策略
内存淘汰策略<br>1. noeviction:当内存使用超过配置的时候会返回错误,不会驱逐任何键<br>2. allkeys-lru:加入键的时候,如果过限,首先通过LRU算法驱逐最久没有使用的键<br>3. volatile-lru:加入键的时候如果过限,首先从设置了过期时间的键集合中驱逐最久没有使用的键<br>4. allkeys-random:加入键的时候如果过限,从所有key随机删除<br>5. volatile-random:加入键的时候如果过限,从过期键的集合中随机驱逐<br>6. volatile-ttl:从配置了过期时间的键中驱逐马上就要过期的键<br>7. volatile-lfu:从所有配置了过期时间的键中驱逐使用频率最少的键<br>8. allkeys-lfu:从所有键中驱逐使用频率最少的键
FIFO 淘汰最早数据、LRU 剔除最近最少使用、和 LFU 剔除最近使用频率最低
Redis 热点数据如何保证
redis内存数据集大小上升到一定大小的时候,就会施行数据淘汰策略。
Redis支持哪几种数据类型
String、List、Set、Sorted Set、hashes
?Redis哨兵(高可用)、主从(复制)、集群
主从
info replication 查看主从模式详情
replicaof 设置主机连接地址
SLAVEOF NO ONE 主机出现故障,在从机手动切换主机
从机只能读取数据,无法设置数据
原理
首次从机与主机建立连接,会将主机上所有的数据(xx.rdb)<br>一次性同步给主机<br>
主机再次进行写操作时,先写入rdb文件,然后在主动向从机发送数据
1、Redis使用默认的异步复制,其特点是低延迟和高性能
哨兵
sentinel monitor mymaster 127.0.0.1 6379 2<br>monitor :监控程序<br>mymaster : 监控主服务的名称(起名)<br>127.0.0.1 6279 监控指定服务器 ip 与端口 <br>2 表示在主从模式下只要有两个从服务确认,即可切换主服务器
故障自动迁移,根据配置的选举数量(2)进行迁移
核心功能
监控(Monitoring): <br>Sentinel 会不断地检查你的主服务器和从服务器是否运作正常<br>
提醒(Notification): <br>当被监控的某个 Redis 服务器出现问题时, Sentinel 可以通过 API 向管理员或者其他应用程序发送通知。<br>
自动故障迁移(Automatic failover): <br>当一个主服务器不能正常工作时, Sentinel 会开始一次自动故障迁移操作, 它会将失效主服务器的其中一个从服务器升级为新的主服务器, 并让失效主服务器的其他从服务器改为复制新的主服务器; 当客户端试图连接失效的主服务器时, 集群也会向客户端返回新主服务器的地址, 使得集群可以使用新主服务器代替失效服务器<br>
Redis 单线程、多线程、事务
总结:<br>1、Redis 4.0 之前 的执行原理,通过IO多路复用器监听来自客户端的socket网络连接,然后由主线程进行IO请求的处理以及命令的处理,所有操作都是线性的(单线程)<br>2、Redis 4.0版本引入了Lazy Free(耗时数据异步处理),目的是将慢操作异步化,Lazy Free:异步删除耗时大的任务,达到主线程不会阻塞的效果<br>3、Redis 6.0版本 多线程模型只用来处理网络IO读写请求,对于 Redis 的读写命令,依然是单线程处理。网络处理经常是瓶颈,通过多线程并行处理可提高性能 (利用多核cpu处理网络请求)<br>4、Redis6.0 默认禁用多线程,只使用主线程。如需开启需要修改 redis.conf 配置文件:io-threads-do-reads yes,开启多线程后,还需要设置线程数,否则是不生效的(io-threads 4)<br><br>事务:<br>1、基础命令:MULTI、EXEC、DISCARD、WATCH、UNWATCH<br>2、 Redis的事务无法实现原子性,无法保证数据一致
Redis 缓存穿透、击穿、雪崩
缓存击穿
并发访问量比较大的key在某个时间过期,导致所有的请求直接打在DB上,缓存击穿会增大数据库的压力<br>并发访问量大,缓存中没有数据,大量请求进入查数据库,导致数据库负载增大直到崩溃
解决办法:<br>1、查询数据库 代码逻辑上加锁 或 设置永不过期,更新缓存<br>2、设置异步更新即将过期的缓存数据
缓存穿透
缓存穿透指的查询缓存和数据库中都不存在的数据,这样每次请求直接打到数据库,就好像缓存不存在一样<br>缓存穿透将导致不存在的数据每次请求都要到存储层去查询,失去了缓存保护后端存储的意义<br>
解决办法:<br>1、数据库查询不到,可以缓存一个空对象或者 null,使缓存有效防御(如果数据存在了及时更新缓存)<br>2、使用 布隆过滤器(概率问题)<br>
缓存雪崩
缓存某一个时刻失效,大量请求查询数据库,数据库出现宕机或崩溃,运维马上又重启数据库,马上又会有新的流量把数据库打死,这种现象叫做 雪崩<br>缓存中大量数据同时过期<br>
解决办法:<br>1、避免缓存在同一时间失效<br>2、热点数据尽量设置不过期<br>3、可以使用 服务熔断或降级 进行优化,避免出现宕机<br>
mysql基础题
mysql架构
网络层
<span style="color: rgb(77, 77, 77); font-family: -apple-system, "SF UI Text", Arial, "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei", "WenQuanYi Micro Hei", sans-serif; font-size: 16px; font-variant-ligatures: no-common-ligatures;">客户端与服务端建立连接,客户端发送SQL到服务端</span>
服务层
系统管理:备份恢复、Mysql复制、集群
连接池:主要负责连接管理、授权认证、安全等等
SQL接口:接受用户的SQL命令,并且返回用户操作的结果
查询解析器:SQL命令传递到解析器的时候会被解析器验证和解析
查询优化器:SQL语句在查询之前会使用查询优化器对查询进行优化。它使用的是“选取-投影-联接”策略进行查询以此选择一个最优的查询路径
引擎层
负责数据的存储和读取,与数据库文件打交道。 服务器中的查询执行引擎通过API与存储引擎进行通信,通过接口屏蔽了不同存储引擎之间的差异。
系统(文件)层
层主要是将数据库的数据存储在文件系统之上,并完成与存储引擎的交互
事务四大特性(ACID)<br>你了解事务的几大特性吗<br>
原子性(整体):要么成功、要么失败,不允许有中间状态
一致性(数据):事务开始前和结束后,数据库的完整性约束没有被破坏
隔离性(并发提交):隔离性是当多个用户并发访问数据库时,比如操作同一张表时,数据库为每一个用户开启的事务,不能被其他事务的操作所干扰,多个并发事务之间要相互隔离
持久性(数据与故障):持久性是指一个事务一旦被提交了,那么对数据库中的数据的改变就是永久性的,即便是在数据库系统遇到故障的情况下也不会丢失提交事务的操作
你了解事务的几大特性
事务的并发问题
脏读:回滚的数据被读到<br>事务A读取了事务B更新的数据,然后B回滚操作,那么A读取到的数据是脏数据<br>
不可重复读:事务提交之前与之后读取的数据不一致<br>事务 A 多次读取同一数据,事务 B 在事务A多次读取的过程中,对数据作了更新并提交,导致事务A多次读取同一数据时,结果因此本事务先后两次读到的数据结果会不一致。
幻读:其它事务插入破坏了当前事务读取数据(2)<br>1、幻读解决了不重复读,保证了同一个事务里,查询的结果都是事务开始时的状态(一致性)<br>2、A事务读取了一个范围的内容,而同时B事务在此期间插入了一条数据
char(n)、varchar(n) 区别
char(n) : 定长存储,存储内容不足自动补充空格,最大长度255
varchar(n) : 变长存储,存储内容<n 时,不会补充空格,只存储实际内容,最大长度16383
存储引擎
InnoDB(默认的存储引擎)
支持事务、行级锁、表级锁、外键
行级锁(锁粒度小并发能力高)
数据和索引是集中存储的(.ibd)
B+树索引,Innodb是索引组织表。
MyISAM
不支持事务、外键,支持表级别锁,并发差
表级别锁并发性能比较差,加锁比较快
数据和索引是分别存储的,数据(.MYD),索引(.MYI)
B+树索引,MyISAM是堆表
锁
有几种锁机制
表级锁(MYISAM引擎)
开销小, 加锁快; 不会出现死锁; 锁定粒度大, 发生锁冲突的概率最高, 并发度最低
子主题
行级锁(INNODB引擎)
开销大, 加锁慢; 会出现死锁; 锁定粒度最小, 发生锁冲突的概率最低, 并发度也最高
行级锁并不是直接锁记录,而是锁索引
页面锁(BDB引擎): 开销和加锁时间界于表锁和行锁之间; 会出现死锁; 锁定粒度界于表锁和行锁之间, 并发度一般
悲观锁、乐观锁 区别
悲观锁
特点:先获取锁,再进行业务操作,行级别锁
释放锁: 必须等待事务提交完成后自动释放锁,在此期间其他线程获取锁都是无效
索引:数据表没有添加索引或主键,所有扫描过的行都会被锁上。因此用悲观锁务必要确定走了索引,而不是全表扫描。
关键字:for update
乐观锁
特点:表结构增加字段(version)版本号管理控制
说明:根据版本号更新表结构数据
drop、delete与truncate
delete和truncate只删除表的数据不删除表的结构
delete语句是dml,这个操作会放到rollback segement中,事务提交之后才生效,如果有相应的trigger,执行的时候将被触发
truncate,drop是ddl, 操作立即生效,原数据不放到rollback segment中,不能回滚. 操作不触发trigger.
SQL优化
表结构字典尽量不要设置null值,应该设置空字符串或0
表关联不要超过3张表,关联查询应该遵循小表驱动大表
索引失效
尽量避免全表扫描,查询条件where是在索引的基础上
避免where 语句采用符号:null、 !=、OR 、in 、not in 、like 等判断出现,会导致全表扫描
避免 where 字段表达式 (+、连接)、函数 等出现,会导致全表扫描
字段类型是字符串,where时一定用引号括起来,否则索引失效
多用 explain 执行SQL检查是否落到索引上
优秀SQL优化
索引
索引是一种数据结构,可以帮助我们快速的进行数据的查找
使用联合索引时,注意索引列的顺序,一般遵循最左匹配原则
索引的数据结构和具体存储引擎的实现有关, 在MySQL中使用较多的索引有Hash索引,B+树索引等,而我们经常使用的InnoDB存储引擎的默认索引实现为:B+树索引
Explain
显示执行计划详细信息:SHOW WARNINGS
输出格式
id 标记执行
ID 相同,从上到下执行
ID 不同,由大到小执行
ID 优先 数字越大越优先执行,遇到相同按照先后顺序执行
select_type SQL复杂类型<br>
SIMPLE 简单SELECT(不使用 UNION或子查询)
PRIMARY 最外层SELECT
SUBQUERY 首先SELECT在子查询中
DERIVED 虚拟表 = 派生表
UNION 中的第二个或以后SELECT的语句 UNION
UNION RESULT 的结果UNION。
table
表名称
derivedN虚拟表名,N表示执行计划的ID号码
type 优化的级别
快到慢:system > const > eq_ref > ref > range > index > ALL
system :<br>1、表中只有一条记录<br>2、系统表,少量数据,往往不需要进行磁盘IO<br>
const :(1对1)<br>1、表中某一列确定唯一,在整个表中根据列查询能够唯一确定一个行数据,被视为常量,const表非常快,只被读取一次<br>2、命中主键(primary key)或者唯一(unique)索引<br>3、常量连接<br>SELECT * FROM tbl_name WHERE primary_key=1;<br>
eq_ref:(一对一)<br>1、join查询<br>2、命中 主键(primary key) 或者 非空唯一(unique not null) 索引<br>3、等值连接<br>4、主键索引(primary key)或者非空唯一索引(unique not null)等值扫描<br>SELECT * FROM `news` JOIN `content` ON news.id=content.news_id;<br>
ref:(1对多)<br>1、非主键非唯一索引等值扫描(返回大于多个数据)<br>SELECT * FROM news where title="test";<br>
range:范围扫描<br>1、运算符中的任何 =一个 <>将 >键 >=列 <与 <=常量 IS NULL进行 <=>比较 BETWEEN时 LIKE使用 IN()<br>2、索引上扫码特定范围内的值<br>explain select * from user where id between 1 and 4;<br>explain select * from user where id in(1,2,3);<br>explain select * from user where id>3;<br>
index:<br>1、扫描索引上的全部数据<br>2、InnoDB的count<br>explain SELECT count(*) FROM news<br>
ALL: <br>全表扫描,id上无索引<br>explain select * from content<br>
possible_keys 可被选择的索引,推荐使用的索引
Null 无可用所有,但并不代表Key 没有匹配的索引
根据WHERE 子句判断适合索引的某些列或列,从而提高查询的性能(推进使用的索引)
要查看表有哪些索引, SHOW INDEX FROM tbl_name
key 已使用的索引
可能key会命名值中不存在的索引 possible_keys。如果没有possible_keys索引适合查找行,但查询选择的所有列都是其他索引的列,则可能会发生这种情况。也就是说,命名索引覆盖了选定的列,因此虽然它不用于确定要检索哪些行,但索引扫描比数据行扫描更有效
字段是 MySQL 在当前查询时所真正使用到的索引.
key_len
表示索引中使用的字节数,可通过该列计算查询中使用的索引的长度,在不损失精确性的情况下,长度越短越好
key_len显示的值为索引字段的最大可能长度,并非实际使用长度,即key_len是根据表定义计算而得,不是通过表内检索出的
ref : 显示索引的那一列被使用了,如果可能的话,最好是一个常数。哪些列或常量被用于查找索引列上的值
rows : 所需的记录所需要读取的行数
Extra :
Using filesort : 无法利用索引完成的排序操作称为“文件内排序”(不采用索引排序,mysql内部重新排序)
Using temporary : 需要使用临时表来存储结果集,常见于排序和分组查询(查询出来的结果mysql内部存储在临时表,重新进行排序 & 分组)
Using index
表示相应的select操作中使用了覆盖索引(Covering Index),避免访问了表的数据行,效率不错。如果同时出现using where,表明索引被用来执行索引键值的查找;如果没有同时出现using where,表明索引用来读取数据而非执行查找动作
Using join buffer 改值强调了在获取连接条件时没有使用索引,并且需要连接缓冲区来存储中间结果。如果出现了这个值,那应该注意,根据查询的具体情况可能需要添加索引来改进能
Impossible where 这个值强调了where语句会导致没有符合条件的行
Select tables optimized away:这个值意味着仅通过使用索引,优化器可能仅从聚合函数结果中返回一行
Using where:列数据是从仅仅使用了索引中的信息而没有读取实际的行动的表返回的,这发生在对表的全部的请求列都是同一个索引的部分的时候,表示mysql服务器将在存储引擎检索行后再进行过滤
B+树、Hash表 区别
mybatis基础题
架构体系
接口层
提供给外部使用的接口API来操纵数据库。接口层一接收到调用请求就会调用数据处理层来完成具体的数据处理
数据处理层
负责具体的SQL查找、SQL解析、SQL执行和执行结果映射处理等
基础层
负责最基础的功能支撑,包括连接管理、事务管理、配置加载和缓存处理,这些都是共用的东西,将他们抽取出来作为最基础的组件。
原理
子主题
子主题
子主题
子主题
子主题
优点
简单易学:
容易上手、容易学习
集成简单
灵活
sql文件独立xml,便于统一管理和优化
无需过度关注底层实现
解耦
代码与SQL脚本解耦,方便扩展优化
提高可维护性
支持对象与数据库的orm字段关系映射
提供xml标签,支持编写动态sql
子主题
ORM
ORM (HIbernate)
全自动化映射关系
主要用于将java对象映射成数据库中的表
ORM(半自动化->mybatis)
半自动化映射关系
java方法与sql语句关联起来,而没有将java对象与数据库关联起来
分页实现方式
Interceptor
拦截器核心接口,可以拦截
拦截四种类型:
Executor:拦截执行器的方法
ParameterHandler:拦截参数的处理
ResultHandler:拦截结果集的处理
StatementHandler:拦截Sql语法构建的处理
PageHelper 也是采用interceptor方式实现
#{}和${}区别
#{} 是预编译处理,像传进来的数据会加个" "(#将传入的数据都当成一个字符串,会对自动传入的数据加一个双引号)
${} 就是字符串替换。直接替换掉占位符
为了防止 SQL 注入,能用 #{} 的不要去用 ${}
Mapper映射文件ID可以重复吗
不同mapper映射文件ID是可以重复的,因为Namespace不同
Namespace没有设置,则不能相同,因为Mybatis 解析方式使用Namespace + ID 的形式映射每一个statementMapper
同一个Mapper接口不能重载,因为是全名(Namespace)+方法名进行寻找策略对应MappedStatement
Mapper代理JDK动态代理<br>Mybatis运行时会使用JDK动态代理为Dao接口生成代理proxy对象,代理对象proxy会拦截接口方法<br>
TypeHandler 基础类型转换
支持枚举类型,需要根据自己实现TypeHandler类型器处理
方法:
setParameter 将java类型数据转换为JDBC类型 参数
getResult 将jDBc类型参数转换为java对象类型
作用是javaType和jdbcType相互转换
缓存机制
缓存机制减轻数据库压力,提高数据库性能
一级缓存(sqlSession)
在创建sqlSession时默认开启,每个会话的缓存都是独立,其它会话是无法访问
相同会话多次相同查询,只有首次会查询DB,查询结果存入本地缓存,其余多次查询直接查询缓存
当会话内执行 insert、update、delete 后并且 commit 完成后,会话缓存会被清空,为了保持与db数据一致
缓存选项(localCacheScope):session 会话级别、statement当前查询
总结:<br>MyBatis一级缓存的生命周期和SqlSession一致。<br>MyBatis一级缓存内部设计简单,只是一个没有容量限定的HashMap,在缓存的功能性上有所欠缺。<br>MyBatis的一级缓存最大范围是SqlSession内部,有多个SqlSession或者分布式的环境下,数据库写操作会引起脏数据,建议设定缓存级别为Statement。<br>
二级缓存(Mapper)
开启缓存(cacheEnabled ):true
二级缓存实现底层数据共享,可以在多个sqlSession中共享,同时粒度更加的细
多表关联查询时会出现数据更新不及时,导致缓存失效
总结<br>1、MyBatis的二级缓存相对于一级缓存来说,实现了SqlSession之间缓存数据的共享,同时粒度更加的细,能够到namespace级别,通过Cache接口实现类不同的组合,对Cache的可控性也更强。<br>2、MyBatis在多表查询时,极大可能会出现脏数据,有设计上的缺陷,安全使用二级缓存的条件比较苛刻。<br>3、在分布式环境下,由于默认的MyBatis Cache实现都是基于本地的,分布式环境下必然会出现读取到脏数据,需要使用集中式缓存将MyBatis的Cache接口实现,有一定的开发成本,直接使用Redis、Memcached等分布式缓存可能成本更低,安全性也更高。<br>4、如果 SqlSession 执行了 DML 操作(insert、update、delete),并 commit 了,那么 mybatis 就会清空当前 mapper 缓存中的所有缓存数据,这样可以保证缓存中的存的数据永远和数据库中一致,避免出现差异
中间件基础题
spring基础题
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