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分类\ndate: 2017-05-23 23:27:06\ntype: \"categories\"\n---\n","updated":"2017-05-23T15:28:14.597Z","path":"categories/index.html","comments":1,"layout":"page","_id":"cj337799b00012kajckpcfkd0","content":"","site":{"data":{}},"excerpt":"","more":""},{"title":"标签","date":"2017-05-23T15:31:52.000Z","type":"tags","_content":"","source":"tags/index.md","raw":"---\ntitle: 标签\ndate: 2017-05-23 23:31:52\ntype: \"tags\"\n---\n","updated":"2017-05-23T15:32:29.277Z","path":"tags/index.html","comments":1,"layout":"page","_id":"cj337799r00032kajfoved3dg","content":"","site":{"data":{}},"excerpt":"","more":""}],"Post":[{"title":"心情小记","date":"2017-05-21T16:34:10.000Z","_content":"### 心情小记\n\n```\n今天读了得到之后，看到了一句话，要成为别人最需要的人。因为需求决定价格。\n```","source":"_posts/心情小记.md","raw":"---\ntitle: 心情小记\ndate: 2017-05-22 00:34:10\ntags: [心情, 感悟]\ncategory: 日常小记\n---\n### 心情小记\n\n```\n今天读了得到之后，看到了一句话，要成为别人最需要的人。因为需求决定价格。\n```","slug":"心情小记","published":1,"updated":"2017-05-24T14:40:24.755Z","comments":1,"layout":"post","photos":[],"link":"","_id":"cj337798v00002kajwfqvn356","content":"<h3 id=\"心情小记\"><a href=\"#心情小记\" class=\"headerlink\" title=\"心情小记\"></a>心情小记</h3><figure class=\"highlight plain\"><table><tr><td class=\"gutter\"><pre><div class=\"line\">1</div></pre></td><td class=\"code\"><pre><div class=\"line\">今天读了得到之后，看到了一句话，要成为别人最需要的人。因为需求决定价格。</div></pre></td></tr></table></figure>","site":{"data":{}},"excerpt":"","more":"<h3 id=\"心情小记\"><a href=\"#心情小记\" class=\"headerlink\" title=\"心情小记\"></a>心情小记</h3><figure class=\"highlight plain\"><table><tr><td class=\"gutter\"><pre><div class=\"line\">1</div></pre></td><td class=\"code\"><pre><div class=\"line\">今天读了得到之后，看到了一句话，要成为别人最需要的人。因为需求决定价格。</div></pre></td></tr></table></figure>"},{"title":"Java多线程Thread,Runnable, Callable<>和线程池(一)","date":"2017-05-24T13:34:10.000Z","_content":"\n这一篇主要关注于我们自己实现和管理多线程，后面会介绍使用线程池实现多线程。\nJava里面实现多线程有三种方式,继承 Thead类，或者实现Runnable和Callable<>接口。下面详细介绍一下这三种实现方式。\n\n# 1. Thread实现多线程\n使用Thread实现，我们只需要继承Thread类，重写(overwirte)run方法。\n```java\nclass ThreadDemo extends Thread {\n\tprivate String threadFlag;\n\tprivate long sleepTime = 100;\n\n\tpublic ThreadDemo(String threadFlag) {\n\t\tSystem.out.println(\"Construct \" + threadFlag);\n\t\tthis.threadFlag = threadFlag;\n\t}\n\n\tpublic ThreadDemo(String threadFlag, long sleepTime) {\n\t\tSystem.out.println(\"Construct \" + threadFlag);\n\t\tthis.threadFlag = threadFlag;\n\t\tthis.sleepTime = sleepTime;\n\t}\n\t//重写run方法\n\tpublic void run() {\n\t\tSystem.out.println(\"Running before: \" + this.threadFlag);\n\t\ttry {\n\t\t\tfor (int i = 0; i < 6; i++) {\n\t\t\t\tSystem.out.println(this.threadFlag + i);\n\t\t\t\tThread.sleep(this.sleepTime);\n\t\t\t}\n\t\t} catch (InterruptedException e) {\n\t\t\te.printStackTrace();\n\t\t}\n\t\tSystem.out.println(\"Running after:\" + this.threadFlag);\n\t}\n}\n```\n<!-- more -->\nThreadDemo类继承自Thread类,重写了Thread类的run()方法。当ThreadDemo调用start()方法的时候，run()方法会被调用。\n下面是测试方法：\n```java\npublic class ConcurrentThread {\n\n\tpublic static void main(String[] args) throws InterruptedException, ExecutionException {\n\n\t\tlong start = System.currentTimeMillis();\n\t\tThread tA = new ThreadDemo(\"Thread-A\");\n\t\ttA.start();\n\n\t\tThread tB = new ThreadDemo(\"Thread-B\");\n\t\ttB.start();\n\t\tlong end = System.currentTimeMillis();\n\t\tSystem.out.println(\"During time: \" + (end - start));\n\n\t}\n}\n```\n测试方法里面创建了两个线程tA,tB，下面是执行的结果，可以看到tA和tB是没有先后顺序的，是两个独立的线程。**\"During Time:2\"**是主线程里面的语句，但是它在tA和tB没有执行完成的时候，已经开始执行。\n说明这两个线程并没有阻塞主线程。\n\n\n# 2. Runnable实现多线程\n另外一种实现多线程的方法是implement Runnable接口\n```java\nclass RunnableImpl implements Runnable {\n\n\tprivate String threadFlag;\n\tprivate long sleepTime = 100;\n\n\tpublic RunnableImpl(String threadFlag) {\n\t\tSystem.out.println(\"Construct \" + threadFlag);\n\t\tthis.threadFlag = threadFlag;\n\t}\n\n\tpublic RunnableImpl(String threadFlag, long sleepTime) {\n\t\tSystem.out.println(\"Construct \" + threadFlag);\n\t\tthis.threadFlag = threadFlag;\n\t\tthis.sleepTime = sleepTime;\n\t}\n\n\t@Override\n\tpublic void run() {\n\t\tSystem.out.println(\"Running before: \" + this.threadFlag);\n\t\ttry {\n\t\t\tfor (int i = 0; i < 6; i++) {\n\t\t\t\tSystem.out.println(this.threadFlag + i);\n\t\t\t\tThread.sleep(this.sleepTime);\n\t\t\t}\n\t\t} catch (InterruptedException e) {\n\t\t\te.printStackTrace();\n\t\t}\n\t\tSystem.out.println(\"Running after:\" + this.threadFlag);\n\t}\n\n}\n```\nRunnableImpl类实现了Runnable接口，实现了run()方法，是用start的方法去启动改线程。下面是测试方法和结果：\n```java\npublic class ConcurrentThread {\n\n\tpublic static void main(String[] args) throws InterruptedException, ExecutionException {\n\n\t\tlong start = System.currentTimeMillis();\n\t\tThread tA = new Thread(new RunnableImpl(\"Thread-A\"));\n\t\ttA.start();\n\n\t\tThread tB = new Thread(new RunnableImpl(\"Thread-B\", 400));\n\t\ttB.start();\n\t\tlong end = System.currentTimeMillis();\n\t\tSystem.out.println(\"During time: \" + (end - start));\n\t}\n}\n```\n\n\n使用RunnableImpl和Thread去创建两个线程tA和tB，从结果中看到tA和tB也是并发执行的，他们是随机的获取CPU的执行时间。**\"During time:4\"**在两个线程没有执行完成的时候已经输出了。说明这两个线程也没有阻塞主线程。\n# 3. Callable<>实现多线程\n观察Thread和Runnable实现的线程，你会发现这两种实现，你是无法知道线程的执行状态的，例如：线程是否执行完成了，线程有没有被cancel等等。如果你需要基于线程的状态做些事情，就需要很多而外的工作。为了解决这些问题，Callable<>就应运而生了，它和FutureTask结合可以很好的解决这个问题。FutureTask一般有两个用途。\n1.获取异步的结果和取消任务。\n2. 高并发的情况下确保任务只会执行一次。\n```java\nimport java.util.concurrent.Callable;\nimport java.util.concurrent.ExecutionException;\nimport java.util.concurrent.FutureTask;\n\nclass CallableDemo implements Callable<String> {\n\n\tprivate String threadFlag;\n\tprivate long sleepTime = 400;\n\n\tpublic CallableDemo(String threadFlag) {\n\t\tSystem.out.println(\"Construct \" + threadFlag);\n\t\tthis.threadFlag = threadFlag;\n\t}\n\n\tpublic CallableDemo(String threadFlag, long sleepTime) {\n\t\tSystem.out.println(\"Construct \" + threadFlag);\n\t\tthis.threadFlag = threadFlag;\n\t\tthis.sleepTime = sleepTime;\n\t}\n\n\t@Override\n\tpublic String call() throws Exception {\n\t\tSystem.out.println(\"Running before: \" + this.threadFlag);\n\t\tThread.sleep(this.sleepTime);\n\t\tSystem.out.println(\"Running after:\" + this.threadFlag);\n\t\treturn this.threadFlag + \" success in this time\";\n\t}\n\n}\n```\n这里CallableImpl实现了Callable接口，实现了里面的call()方法，这个接口是泛型化的接口，接口的类型就是call()方法的返回值类型。下面是测试代码：\n\n```java\npublic class ConcurrentThread {\n\n\tpublic static void main(String[] args) throws InterruptedException, ExecutionException {\n\n\t\tlong start = System.currentTimeMillis();\n\t\tFutureTask<String> futureA = new FutureTask<String>(new CallableDemo(\"Thread-A\", 5000));\n\t\tThread tA = new Thread(futureA);\n\t\ttA.start();\n\t\tSystem.out.println(\"Thread is Done: \" + futureA.isDone());\n\t\tSystem.out.println(futureA.get());\n\t\tSystem.out.println(\"Thread is Done: \" + futureA.isDone());\n\t\tFutureTask<String> futureB = new FutureTask<String>(new CallableDemo(\"Thread-B\", 400));\n\t\tThread tB = new Thread(futureB);\n\t\ttB.start();\n\t\tlong end = System.currentTimeMillis();\n\t\tSystem.out.println(\"During time: \" + (end - start));\n\n\t}\n}\n```\n这里也是实现了两个线程tA和tB,和上面Thread和Runnable的不同之处在于，这里使用futureA和futureB来获取两个线程的执行状态。futureA.isDone()。这两需要着重说的是futureA.get().这个方法的意思是：主线程等待tA执行完成。这个方法是会阻塞主线程的运行。下面是测试结果:\n\n可以看到被标记的就是返回值，这是通过get()方法得到的，主线程会成tA执行完成之后，才会继续向下执行，而tB没有调用futureB.get(),所以tB没有阻塞主线程，和主线程是并发的。可以看到**'During time: 5003'**在tB没有执行完成的时候已经被执行。\n# 4. 总结\n这篇主要介绍了自己实现多线程的三种方式:\n\n1. extends Thread,重写run()方法\n2. implements Runnable， 实现run()方法\n3. implements Callable<>，实现call()方法，可以获取线程的执行状态信息，isDone(),isCancelled()\n\n下一篇我们会介绍，线程并发时候的共享资源问题。\n","source":"_posts/Java-hread-pool-001.md","raw":"---\ntitle: Java多线程Thread,Runnable, Callable<>和线程池(一)\ndate: 2017-05-24 21:34:10\ntags: [Java, 线程池]\ncategory: Java\n---\n\n这一篇主要关注于我们自己实现和管理多线程，后面会介绍使用线程池实现多线程。\nJava里面实现多线程有三种方式,继承 Thead类，或者实现Runnable和Callable<>接口。下面详细介绍一下这三种实现方式。\n\n# 1. Thread实现多线程\n使用Thread实现，我们只需要继承Thread类，重写(overwirte)run方法。\n```java\nclass ThreadDemo extends Thread {\n\tprivate String threadFlag;\n\tprivate long sleepTime = 100;\n\n\tpublic ThreadDemo(String threadFlag) {\n\t\tSystem.out.println(\"Construct \" + threadFlag);\n\t\tthis.threadFlag = threadFlag;\n\t}\n\n\tpublic ThreadDemo(String threadFlag, long sleepTime) {\n\t\tSystem.out.println(\"Construct \" + threadFlag);\n\t\tthis.threadFlag = threadFlag;\n\t\tthis.sleepTime = sleepTime;\n\t}\n\t//重写run方法\n\tpublic void run() {\n\t\tSystem.out.println(\"Running before: \" + this.threadFlag);\n\t\ttry {\n\t\t\tfor (int i = 0; i < 6; i++) {\n\t\t\t\tSystem.out.println(this.threadFlag + i);\n\t\t\t\tThread.sleep(this.sleepTime);\n\t\t\t}\n\t\t} catch (InterruptedException e) {\n\t\t\te.printStackTrace();\n\t\t}\n\t\tSystem.out.println(\"Running after:\" + this.threadFlag);\n\t}\n}\n```\n<!-- more -->\nThreadDemo类继承自Thread类,重写了Thread类的run()方法。当ThreadDemo调用start()方法的时候，run()方法会被调用。\n下面是测试方法：\n```java\npublic class ConcurrentThread {\n\n\tpublic static void main(String[] args) throws InterruptedException, ExecutionException {\n\n\t\tlong start = System.currentTimeMillis();\n\t\tThread tA = new ThreadDemo(\"Thread-A\");\n\t\ttA.start();\n\n\t\tThread tB = new ThreadDemo(\"Thread-B\");\n\t\ttB.start();\n\t\tlong end = System.currentTimeMillis();\n\t\tSystem.out.println(\"During time: \" + (end - start));\n\n\t}\n}\n```\n测试方法里面创建了两个线程tA,tB，下面是执行的结果，可以看到tA和tB是没有先后顺序的，是两个独立的线程。**\"During Time:2\"**是主线程里面的语句，但是它在tA和tB没有执行完成的时候，已经开始执行。\n说明这两个线程并没有阻塞主线程。\n\n\n# 2. Runnable实现多线程\n另外一种实现多线程的方法是implement Runnable接口\n```java\nclass RunnableImpl implements Runnable {\n\n\tprivate String threadFlag;\n\tprivate long sleepTime = 100;\n\n\tpublic RunnableImpl(String threadFlag) {\n\t\tSystem.out.println(\"Construct \" + threadFlag);\n\t\tthis.threadFlag = threadFlag;\n\t}\n\n\tpublic RunnableImpl(String threadFlag, long sleepTime) {\n\t\tSystem.out.println(\"Construct \" + threadFlag);\n\t\tthis.threadFlag = threadFlag;\n\t\tthis.sleepTime = sleepTime;\n\t}\n\n\t@Override\n\tpublic void run() {\n\t\tSystem.out.println(\"Running before: \" + this.threadFlag);\n\t\ttry {\n\t\t\tfor (int i = 0; i < 6; i++) {\n\t\t\t\tSystem.out.println(this.threadFlag + i);\n\t\t\t\tThread.sleep(this.sleepTime);\n\t\t\t}\n\t\t} catch (InterruptedException e) {\n\t\t\te.printStackTrace();\n\t\t}\n\t\tSystem.out.println(\"Running after:\" + this.threadFlag);\n\t}\n\n}\n```\nRunnableImpl类实现了Runnable接口，实现了run()方法，是用start的方法去启动改线程。下面是测试方法和结果：\n```java\npublic class ConcurrentThread {\n\n\tpublic static void main(String[] args) throws InterruptedException, ExecutionException {\n\n\t\tlong start = System.currentTimeMillis();\n\t\tThread tA = new Thread(new RunnableImpl(\"Thread-A\"));\n\t\ttA.start();\n\n\t\tThread tB = new Thread(new RunnableImpl(\"Thread-B\", 400));\n\t\ttB.start();\n\t\tlong end = System.currentTimeMillis();\n\t\tSystem.out.println(\"During time: \" + (end - start));\n\t}\n}\n```\n\n\n使用RunnableImpl和Thread去创建两个线程tA和tB，从结果中看到tA和tB也是并发执行的，他们是随机的获取CPU的执行时间。**\"During time:4\"**在两个线程没有执行完成的时候已经输出了。说明这两个线程也没有阻塞主线程。\n# 3. Callable<>实现多线程\n观察Thread和Runnable实现的线程，你会发现这两种实现，你是无法知道线程的执行状态的，例如：线程是否执行完成了，线程有没有被cancel等等。如果你需要基于线程的状态做些事情，就需要很多而外的工作。为了解决这些问题，Callable<>就应运而生了，它和FutureTask结合可以很好的解决这个问题。FutureTask一般有两个用途。\n1.获取异步的结果和取消任务。\n2. 高并发的情况下确保任务只会执行一次。\n```java\nimport java.util.concurrent.Callable;\nimport java.util.concurrent.ExecutionException;\nimport java.util.concurrent.FutureTask;\n\nclass CallableDemo implements Callable<String> {\n\n\tprivate String threadFlag;\n\tprivate long sleepTime = 400;\n\n\tpublic CallableDemo(String threadFlag) {\n\t\tSystem.out.println(\"Construct \" + threadFlag);\n\t\tthis.threadFlag = threadFlag;\n\t}\n\n\tpublic CallableDemo(String threadFlag, long sleepTime) {\n\t\tSystem.out.println(\"Construct \" + threadFlag);\n\t\tthis.threadFlag = threadFlag;\n\t\tthis.sleepTime = sleepTime;\n\t}\n\n\t@Override\n\tpublic String call() throws Exception {\n\t\tSystem.out.println(\"Running before: \" + this.threadFlag);\n\t\tThread.sleep(this.sleepTime);\n\t\tSystem.out.println(\"Running after:\" + this.threadFlag);\n\t\treturn this.threadFlag + \" success in this time\";\n\t}\n\n}\n```\n这里CallableImpl实现了Callable接口，实现了里面的call()方法，这个接口是泛型化的接口，接口的类型就是call()方法的返回值类型。下面是测试代码：\n\n```java\npublic class ConcurrentThread {\n\n\tpublic static void main(String[] args) throws InterruptedException, ExecutionException {\n\n\t\tlong start = System.currentTimeMillis();\n\t\tFutureTask<String> futureA = new FutureTask<String>(new CallableDemo(\"Thread-A\", 5000));\n\t\tThread tA = new Thread(futureA);\n\t\ttA.start();\n\t\tSystem.out.println(\"Thread is Done: \" + futureA.isDone());\n\t\tSystem.out.println(futureA.get());\n\t\tSystem.out.println(\"Thread is Done: \" + futureA.isDone());\n\t\tFutureTask<String> futureB = new FutureTask<String>(new CallableDemo(\"Thread-B\", 400));\n\t\tThread tB = new Thread(futureB);\n\t\ttB.start();\n\t\tlong end = System.currentTimeMillis();\n\t\tSystem.out.println(\"During time: \" + (end - start));\n\n\t}\n}\n```\n这里也是实现了两个线程tA和tB,和上面Thread和Runnable的不同之处在于，这里使用futureA和futureB来获取两个线程的执行状态。futureA.isDone()。这两需要着重说的是futureA.get().这个方法的意思是：主线程等待tA执行完成。这个方法是会阻塞主线程的运行。下面是测试结果:\n\n可以看到被标记的就是返回值，这是通过get()方法得到的，主线程会成tA执行完成之后，才会继续向下执行，而tB没有调用futureB.get(),所以tB没有阻塞主线程，和主线程是并发的。可以看到**'During time: 5003'**在tB没有执行完成的时候已经被执行。\n# 4. 总结\n这篇主要介绍了自己实现多线程的三种方式:\n\n1. extends Thread,重写run()方法\n2. implements Runnable， 实现run()方法\n3. implements Callable<>，实现call()方法，可以获取线程的执行状态信息，isDone(),isCancelled()\n\n下一篇我们会介绍，线程并发时候的共享资源问题。\n","slug":"Java-hread-pool-001","published":1,"updated":"2017-05-24T14:37:22.939Z","comments":1,"layout":"post","photos":[],"link":"","_id":"cj337799r00022kajvj0oczuj","content":"<p>这一篇主要关注于我们自己实现和管理多线程，后面会介绍使用线程池实现多线程。<br>Java里面实现多线程有三种方式,继承 Thead类，或者实现Runnable和Callable<>接口。下面详细介绍一下这三种实现方式。</p>\n<h1 id=\"1-Thread实现多线程\"><a href=\"#1-Thread实现多线程\" class=\"headerlink\" title=\"1. Thread实现多线程\"></a>1. Thread实现多线程</h1><p>使用Thread实现，我们只需要继承Thread类，重写(overwirte)run方法。<br><figure class=\"highlight java\"><table><tr><td class=\"gutter\"><pre><div class=\"line\">1</div><div class=\"line\">2</div><div class=\"line\">3</div><div class=\"line\">4</div><div class=\"line\">5</div><div class=\"line\">6</div><div class=\"line\">7</div><div class=\"line\">8</div><div class=\"line\">9</div><div class=\"line\">10</div><div class=\"line\">11</div><div class=\"line\">12</div><div class=\"line\">13</div><div class=\"line\">14</div><div class=\"line\">15</div><div class=\"line\">16</div><div class=\"line\">17</div><div class=\"line\">18</div><div class=\"line\">19</div><div class=\"line\">20</div><div class=\"line\">21</div><div class=\"line\">22</div><div class=\"line\">23</div><div class=\"line\">24</div><div class=\"line\">25</div><div class=\"line\">26</div><div class=\"line\">27</div><div class=\"line\">28</div></pre></td><td class=\"code\"><pre><div class=\"line\"><span class=\"class\"><span class=\"keyword\">class</span> <span class=\"title\">ThreadDemo</span> <span class=\"keyword\">extends</span> <span class=\"title\">Thread</span> </span>{</div><div class=\"line\">\t<span class=\"keyword\">private</span> String threadFlag;</div><div class=\"line\">\t<span class=\"keyword\">private</span> <span class=\"keyword\">long</span> sleepTime = <span class=\"number\">100</span>;</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> <span class=\"title\">ThreadDemo</span><span class=\"params\">(String threadFlag)</span> </span>{</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Construct \"</span> + threadFlag);</div><div class=\"line\">\t\t<span class=\"keyword\">this</span>.threadFlag = threadFlag;</div><div class=\"line\">\t}</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> <span class=\"title\">ThreadDemo</span><span class=\"params\">(String threadFlag, <span class=\"keyword\">long</span> sleepTime)</span> </span>{</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Construct \"</span> + threadFlag);</div><div class=\"line\">\t\t<span class=\"keyword\">this</span>.threadFlag = threadFlag;</div><div class=\"line\">\t\t<span class=\"keyword\">this</span>.sleepTime = sleepTime;</div><div class=\"line\">\t}</div><div class=\"line\">\t<span class=\"comment\">//重写run方法</span></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> <span class=\"keyword\">void</span> <span class=\"title\">run</span><span class=\"params\">()</span> </span>{</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Running before: \"</span> + <span class=\"keyword\">this</span>.threadFlag);</div><div class=\"line\">\t\t<span class=\"keyword\">try</span> {</div><div class=\"line\">\t\t\t<span class=\"keyword\">for</span> (<span class=\"keyword\">int</span> i = <span class=\"number\">0</span>; i < <span class=\"number\">6</span>; i++) {</div><div class=\"line\">\t\t\t\tSystem.out.println(<span class=\"keyword\">this</span>.threadFlag + i);</div><div class=\"line\">\t\t\t\tThread.sleep(<span class=\"keyword\">this</span>.sleepTime);</div><div class=\"line\">\t\t\t}</div><div class=\"line\">\t\t} <span class=\"keyword\">catch</span> (InterruptedException e) {</div><div class=\"line\">\t\t\te.printStackTrace();</div><div class=\"line\">\t\t}</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Running after:\"</span> + <span class=\"keyword\">this</span>.threadFlag);</div><div class=\"line\">\t}</div><div class=\"line\">}</div></pre></td></tr></table></figure></p>\n<a id=\"more\"></a>\n<p>ThreadDemo类继承自Thread类,重写了Thread类的run()方法。当ThreadDemo调用start()方法的时候，run()方法会被调用。<br>下面是测试方法：<br><figure class=\"highlight java\"><table><tr><td class=\"gutter\"><pre><div class=\"line\">1</div><div class=\"line\">2</div><div class=\"line\">3</div><div class=\"line\">4</div><div class=\"line\">5</div><div class=\"line\">6</div><div class=\"line\">7</div><div class=\"line\">8</div><div class=\"line\">9</div><div class=\"line\">10</div><div class=\"line\">11</div><div class=\"line\">12</div><div class=\"line\">13</div><div class=\"line\">14</div><div class=\"line\">15</div></pre></td><td class=\"code\"><pre><div class=\"line\"><span class=\"keyword\">public</span> <span class=\"class\"><span class=\"keyword\">class</span> <span class=\"title\">ConcurrentThread</span> </span>{</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> <span class=\"keyword\">static</span> <span class=\"keyword\">void</span> <span class=\"title\">main</span><span class=\"params\">(String[] args)</span> <span class=\"keyword\">throws</span> InterruptedException, ExecutionException </span>{</div><div class=\"line\"></div><div class=\"line\">\t\t<span class=\"keyword\">long</span> start = System.currentTimeMillis();</div><div class=\"line\">\t\tThread tA = <span class=\"keyword\">new</span> ThreadDemo(<span class=\"string\">\"Thread-A\"</span>);</div><div class=\"line\">\t\ttA.start();</div><div class=\"line\"></div><div class=\"line\">\t\tThread tB = <span class=\"keyword\">new</span> ThreadDemo(<span class=\"string\">\"Thread-B\"</span>);</div><div class=\"line\">\t\ttB.start();</div><div class=\"line\">\t\t<span class=\"keyword\">long</span> end = System.currentTimeMillis();</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"During time: \"</span> + (end - start));</div><div class=\"line\"></div><div class=\"line\">\t}</div><div class=\"line\">}</div></pre></td></tr></table></figure></p>\n<p>测试方法里面创建了两个线程tA,tB，下面是执行的结果，可以看到tA和tB是没有先后顺序的，是两个独立的线程。<strong>“During Time:2”</strong>是主线程里面的语句，但是它在tA和tB没有执行完成的时候，已经开始执行。<br>说明这两个线程并没有阻塞主线程。<br><img src=\"/images/java_001.jpg\" alt=\"测试结果\"></p>\n<h1 id=\"2-Runnable实现多线程\"><a href=\"#2-Runnable实现多线程\" class=\"headerlink\" title=\"2. Runnable实现多线程\"></a>2. Runnable实现多线程</h1><p>另外一种实现多线程的方法是implement Runnable接口<br><figure class=\"highlight java\"><table><tr><td class=\"gutter\"><pre><div class=\"line\">1</div><div class=\"line\">2</div><div class=\"line\">3</div><div class=\"line\">4</div><div class=\"line\">5</div><div class=\"line\">6</div><div class=\"line\">7</div><div class=\"line\">8</div><div class=\"line\">9</div><div class=\"line\">10</div><div class=\"line\">11</div><div class=\"line\">12</div><div class=\"line\">13</div><div class=\"line\">14</div><div class=\"line\">15</div><div class=\"line\">16</div><div class=\"line\">17</div><div class=\"line\">18</div><div class=\"line\">19</div><div class=\"line\">20</div><div class=\"line\">21</div><div class=\"line\">22</div><div class=\"line\">23</div><div class=\"line\">24</div><div class=\"line\">25</div><div class=\"line\">26</div><div class=\"line\">27</div><div class=\"line\">28</div><div class=\"line\">29</div><div class=\"line\">30</div><div class=\"line\">31</div></pre></td><td class=\"code\"><pre><div class=\"line\"><span class=\"class\"><span class=\"keyword\">class</span> <span class=\"title\">RunnableImpl</span> <span class=\"keyword\">implements</span> <span class=\"title\">Runnable</span> </span>{</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"keyword\">private</span> String threadFlag;</div><div class=\"line\">\t<span class=\"keyword\">private</span> <span class=\"keyword\">long</span> sleepTime = <span class=\"number\">100</span>;</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> <span class=\"title\">RunnableImpl</span><span class=\"params\">(String threadFlag)</span> </span>{</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Construct \"</span> + threadFlag);</div><div class=\"line\">\t\t<span class=\"keyword\">this</span>.threadFlag = threadFlag;</div><div class=\"line\">\t}</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> <span class=\"title\">RunnableImpl</span><span class=\"params\">(String threadFlag, <span class=\"keyword\">long</span> sleepTime)</span> </span>{</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Construct \"</span> + threadFlag);</div><div class=\"line\">\t\t<span class=\"keyword\">this</span>.threadFlag = threadFlag;</div><div class=\"line\">\t\t<span class=\"keyword\">this</span>.sleepTime = sleepTime;</div><div class=\"line\">\t}</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"meta\">@Override</span></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> <span class=\"keyword\">void</span> <span class=\"title\">run</span><span class=\"params\">()</span> </span>{</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Running before: \"</span> + <span class=\"keyword\">this</span>.threadFlag);</div><div class=\"line\">\t\t<span class=\"keyword\">try</span> {</div><div class=\"line\">\t\t\t<span class=\"keyword\">for</span> (<span class=\"keyword\">int</span> i = <span class=\"number\">0</span>; i < <span class=\"number\">6</span>; i++) {</div><div class=\"line\">\t\t\t\tSystem.out.println(<span class=\"keyword\">this</span>.threadFlag + i);</div><div class=\"line\">\t\t\t\tThread.sleep(<span class=\"keyword\">this</span>.sleepTime);</div><div class=\"line\">\t\t\t}</div><div class=\"line\">\t\t} <span class=\"keyword\">catch</span> (InterruptedException e) {</div><div class=\"line\">\t\t\te.printStackTrace();</div><div class=\"line\">\t\t}</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Running after:\"</span> + <span class=\"keyword\">this</span>.threadFlag);</div><div class=\"line\">\t}</div><div class=\"line\"></div><div class=\"line\">}</div></pre></td></tr></table></figure></p>\n<p>RunnableImpl类实现了Runnable接口，实现了run()方法，是用start的方法去启动改线程。下面是测试方法和结果：<br><figure class=\"highlight java\"><table><tr><td class=\"gutter\"><pre><div class=\"line\">1</div><div class=\"line\">2</div><div class=\"line\">3</div><div class=\"line\">4</div><div class=\"line\">5</div><div class=\"line\">6</div><div class=\"line\">7</div><div class=\"line\">8</div><div class=\"line\">9</div><div class=\"line\">10</div><div class=\"line\">11</div><div class=\"line\">12</div><div class=\"line\">13</div><div class=\"line\">14</div></pre></td><td class=\"code\"><pre><div class=\"line\"><span class=\"keyword\">public</span> <span class=\"class\"><span class=\"keyword\">class</span> <span class=\"title\">ConcurrentThread</span> </span>{</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> <span class=\"keyword\">static</span> <span class=\"keyword\">void</span> <span class=\"title\">main</span><span class=\"params\">(String[] args)</span> <span class=\"keyword\">throws</span> InterruptedException, ExecutionException </span>{</div><div class=\"line\"></div><div class=\"line\">\t\t<span class=\"keyword\">long</span> start = System.currentTimeMillis();</div><div class=\"line\">\t\tThread tA = <span class=\"keyword\">new</span> Thread(<span class=\"keyword\">new</span> RunnableImpl(<span class=\"string\">\"Thread-A\"</span>));</div><div class=\"line\">\t\ttA.start();</div><div class=\"line\"></div><div class=\"line\">\t\tThread tB = <span class=\"keyword\">new</span> Thread(<span class=\"keyword\">new</span> RunnableImpl(<span class=\"string\">\"Thread-B\"</span>, <span class=\"number\">400</span>));</div><div class=\"line\">\t\ttB.start();</div><div class=\"line\">\t\t<span class=\"keyword\">long</span> end = System.currentTimeMillis();</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"During time: \"</span> + (end - start));</div><div class=\"line\">\t}</div><div class=\"line\">}</div></pre></td></tr></table></figure></p>\n<p><img src=\"/images/java_002.jpg\" alt=\"这里写图片描述\"></p>\n<p>使用RunnableImpl和Thread去创建两个线程tA和tB，从结果中看到tA和tB也是并发执行的，他们是随机的获取CPU的执行时间。<strong>“During time:4”</strong>在两个线程没有执行完成的时候已经输出了。说明这两个线程也没有阻塞主线程。</p>\n<h1 id=\"3-Callable-lt-gt-实现多线程\"><a href=\"#3-Callable-lt-gt-实现多线程\" class=\"headerlink\" title=\"3. Callable<>实现多线程\"></a>3. Callable<>实现多线程</h1><p>观察Thread和Runnable实现的线程，你会发现这两种实现，你是无法知道线程的执行状态的，例如：线程是否执行完成了，线程有没有被cancel等等。如果你需要基于线程的状态做些事情，就需要很多而外的工作。为了解决这些问题，Callable<>就应运而生了，它和FutureTask结合可以很好的解决这个问题。FutureTask一般有两个用途。<br>1.获取异步的结果和取消任务。</p>\n<ol>\n<li>高并发的情况下确保任务只会执行一次。<figure class=\"highlight java\"><table><tr><td class=\"gutter\"><pre><div class=\"line\">1</div><div class=\"line\">2</div><div class=\"line\">3</div><div class=\"line\">4</div><div class=\"line\">5</div><div class=\"line\">6</div><div class=\"line\">7</div><div class=\"line\">8</div><div class=\"line\">9</div><div class=\"line\">10</div><div class=\"line\">11</div><div class=\"line\">12</div><div class=\"line\">13</div><div class=\"line\">14</div><div class=\"line\">15</div><div class=\"line\">16</div><div class=\"line\">17</div><div class=\"line\">18</div><div class=\"line\">19</div><div class=\"line\">20</div><div class=\"line\">21</div><div class=\"line\">22</div><div class=\"line\">23</div><div class=\"line\">24</div><div class=\"line\">25</div><div class=\"line\">26</div><div class=\"line\">27</div><div class=\"line\">28</div><div class=\"line\">29</div></pre></td><td class=\"code\"><pre><div class=\"line\"><span class=\"keyword\">import</span> java.util.concurrent.Callable;</div><div class=\"line\"><span class=\"keyword\">import</span> java.util.concurrent.ExecutionException;</div><div class=\"line\"><span class=\"keyword\">import</span> java.util.concurrent.FutureTask;</div><div class=\"line\"></div><div class=\"line\"><span class=\"class\"><span class=\"keyword\">class</span> <span class=\"title\">CallableDemo</span> <span class=\"keyword\">implements</span> <span class=\"title\">Callable</span><<span class=\"title\">String</span>> </span>{</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"keyword\">private</span> String threadFlag;</div><div class=\"line\">\t<span class=\"keyword\">private</span> <span class=\"keyword\">long</span> sleepTime = <span class=\"number\">400</span>;</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> <span class=\"title\">CallableDemo</span><span class=\"params\">(String threadFlag)</span> </span>{</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Construct \"</span> + threadFlag);</div><div class=\"line\">\t\t<span class=\"keyword\">this</span>.threadFlag = threadFlag;</div><div class=\"line\">\t}</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> <span class=\"title\">CallableDemo</span><span class=\"params\">(String threadFlag, <span class=\"keyword\">long</span> sleepTime)</span> </span>{</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Construct \"</span> + threadFlag);</div><div class=\"line\">\t\t<span class=\"keyword\">this</span>.threadFlag = threadFlag;</div><div class=\"line\">\t\t<span class=\"keyword\">this</span>.sleepTime = sleepTime;</div><div class=\"line\">\t}</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"meta\">@Override</span></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> String <span class=\"title\">call</span><span class=\"params\">()</span> <span class=\"keyword\">throws</span> Exception </span>{</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Running before: \"</span> + <span class=\"keyword\">this</span>.threadFlag);</div><div class=\"line\">\t\tThread.sleep(<span class=\"keyword\">this</span>.sleepTime);</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Running after:\"</span> + <span class=\"keyword\">this</span>.threadFlag);</div><div class=\"line\">\t\t<span class=\"keyword\">return</span> <span class=\"keyword\">this</span>.threadFlag + <span class=\"string\">\" success in this time\"</span>;</div><div class=\"line\">\t}</div><div class=\"line\"></div><div class=\"line\">}</div></pre></td></tr></table></figure>\n</li>\n</ol>\n<p>这里CallableImpl实现了Callable接口，实现了里面的call()方法，这个接口是泛型化的接口，接口的类型就是call()方法的返回值类型。下面是测试代码：</p>\n<figure class=\"highlight java\"><table><tr><td class=\"gutter\"><pre><div class=\"line\">1</div><div class=\"line\">2</div><div class=\"line\">3</div><div class=\"line\">4</div><div class=\"line\">5</div><div class=\"line\">6</div><div class=\"line\">7</div><div class=\"line\">8</div><div class=\"line\">9</div><div class=\"line\">10</div><div class=\"line\">11</div><div class=\"line\">12</div><div class=\"line\">13</div><div class=\"line\">14</div><div class=\"line\">15</div><div class=\"line\">16</div><div class=\"line\">17</div><div class=\"line\">18</div><div class=\"line\">19</div></pre></td><td class=\"code\"><pre><div class=\"line\"><span class=\"keyword\">public</span> <span class=\"class\"><span class=\"keyword\">class</span> <span class=\"title\">ConcurrentThread</span> </span>{</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> <span class=\"keyword\">static</span> <span class=\"keyword\">void</span> <span class=\"title\">main</span><span class=\"params\">(String[] args)</span> <span class=\"keyword\">throws</span> InterruptedException, ExecutionException </span>{</div><div class=\"line\"></div><div class=\"line\">\t\t<span class=\"keyword\">long</span> start = System.currentTimeMillis();</div><div class=\"line\">\t\tFutureTask<String> futureA = <span class=\"keyword\">new</span> FutureTask<String>(<span class=\"keyword\">new</span> CallableDemo(<span class=\"string\">\"Thread-A\"</span>, <span class=\"number\">5000</span>));</div><div class=\"line\">\t\tThread tA = <span class=\"keyword\">new</span> Thread(futureA);</div><div class=\"line\">\t\ttA.start();</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Thread is Done: \"</span> + futureA.isDone());</div><div class=\"line\">\t\tSystem.out.println(futureA.get());</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Thread is Done: \"</span> + futureA.isDone());</div><div class=\"line\">\t\tFutureTask<String> futureB = <span class=\"keyword\">new</span> FutureTask<String>(<span class=\"keyword\">new</span> CallableDemo(<span class=\"string\">\"Thread-B\"</span>, <span class=\"number\">400</span>));</div><div class=\"line\">\t\tThread tB = <span class=\"keyword\">new</span> Thread(futureB);</div><div class=\"line\">\t\ttB.start();</div><div class=\"line\">\t\t<span class=\"keyword\">long</span> end = System.currentTimeMillis();</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"During time: \"</span> + (end - start));</div><div class=\"line\"></div><div class=\"line\">\t}</div><div class=\"line\">}</div></pre></td></tr></table></figure>\n<p>这里也是实现了两个线程tA和tB,和上面Thread和Runnable的不同之处在于，这里使用futureA和futureB来获取两个线程的执行状态。futureA.isDone()。这两需要着重说的是futureA.get().这个方法的意思是：主线程等待tA执行完成。这个方法是会阻塞主线程的运行。下面是测试结果:<br><img src=\"/images/java_003.png\" alt=\"这里写图片描述\"><br>可以看到被标记的就是返回值，这是通过get()方法得到的，主线程会成tA执行完成之后，才会继续向下执行，而tB没有调用futureB.get(),所以tB没有阻塞主线程，和主线程是并发的。可以看到<strong>‘During time: 5003’</strong>在tB没有执行完成的时候已经被执行。</p>\n<h1 id=\"4-总结\"><a href=\"#4-总结\" class=\"headerlink\" title=\"4. 总结\"></a>4. 总结</h1><p>这篇主要介绍了自己实现多线程的三种方式:</p>\n<ol>\n<li>extends Thread,重写run()方法</li>\n<li>implements Runnable， 实现run()方法</li>\n<li>implements Callable<>，实现call()方法，可以获取线程的执行状态信息，isDone(),isCancelled()</li>\n</ol>\n<p>下一篇我们会介绍，线程并发时候的共享资源问题。</p>\n","site":{"data":{}},"excerpt":"<p>这一篇主要关注于我们自己实现和管理多线程，后面会介绍使用线程池实现多线程。<br>Java里面实现多线程有三种方式,继承 Thead类，或者实现Runnable和Callable<>接口。下面详细介绍一下这三种实现方式。</p>\n<h1 id=\"1-Thread实现多线程\"><a href=\"#1-Thread实现多线程\" class=\"headerlink\" title=\"1. Thread实现多线程\"></a>1. Thread实现多线程</h1><p>使用Thread实现，我们只需要继承Thread类，重写(overwirte)run方法。<br><figure class=\"highlight java\"><table><tr><td class=\"gutter\"><pre><div class=\"line\">1</div><div class=\"line\">2</div><div class=\"line\">3</div><div class=\"line\">4</div><div class=\"line\">5</div><div class=\"line\">6</div><div class=\"line\">7</div><div class=\"line\">8</div><div class=\"line\">9</div><div class=\"line\">10</div><div class=\"line\">11</div><div class=\"line\">12</div><div class=\"line\">13</div><div class=\"line\">14</div><div class=\"line\">15</div><div class=\"line\">16</div><div class=\"line\">17</div><div class=\"line\">18</div><div class=\"line\">19</div><div class=\"line\">20</div><div class=\"line\">21</div><div class=\"line\">22</div><div class=\"line\">23</div><div class=\"line\">24</div><div class=\"line\">25</div><div class=\"line\">26</div><div class=\"line\">27</div><div class=\"line\">28</div></pre></td><td class=\"code\"><pre><div class=\"line\"><span class=\"class\"><span class=\"keyword\">class</span> <span class=\"title\">ThreadDemo</span> <span class=\"keyword\">extends</span> <span class=\"title\">Thread</span> </span>{</div><div class=\"line\">\t<span class=\"keyword\">private</span> String threadFlag;</div><div class=\"line\">\t<span class=\"keyword\">private</span> <span class=\"keyword\">long</span> sleepTime = <span class=\"number\">100</span>;</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> <span class=\"title\">ThreadDemo</span><span class=\"params\">(String threadFlag)</span> </span>{</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Construct \"</span> + threadFlag);</div><div class=\"line\">\t\t<span class=\"keyword\">this</span>.threadFlag = threadFlag;</div><div class=\"line\">\t}</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> <span class=\"title\">ThreadDemo</span><span class=\"params\">(String threadFlag, <span class=\"keyword\">long</span> sleepTime)</span> </span>{</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Construct \"</span> + threadFlag);</div><div class=\"line\">\t\t<span class=\"keyword\">this</span>.threadFlag = threadFlag;</div><div class=\"line\">\t\t<span class=\"keyword\">this</span>.sleepTime = sleepTime;</div><div class=\"line\">\t}</div><div class=\"line\">\t<span class=\"comment\">//重写run方法</span></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> <span class=\"keyword\">void</span> <span class=\"title\">run</span><span class=\"params\">()</span> </span>{</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Running before: \"</span> + <span class=\"keyword\">this</span>.threadFlag);</div><div class=\"line\">\t\t<span class=\"keyword\">try</span> {</div><div class=\"line\">\t\t\t<span class=\"keyword\">for</span> (<span class=\"keyword\">int</span> i = <span class=\"number\">0</span>; i < <span class=\"number\">6</span>; i++) {</div><div class=\"line\">\t\t\t\tSystem.out.println(<span class=\"keyword\">this</span>.threadFlag + i);</div><div class=\"line\">\t\t\t\tThread.sleep(<span class=\"keyword\">this</span>.sleepTime);</div><div class=\"line\">\t\t\t}</div><div class=\"line\">\t\t} <span class=\"keyword\">catch</span> (InterruptedException e) {</div><div class=\"line\">\t\t\te.printStackTrace();</div><div class=\"line\">\t\t}</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Running after:\"</span> + <span class=\"keyword\">this</span>.threadFlag);</div><div class=\"line\">\t}</div><div class=\"line\">}</div></pre></td></tr></table></figure></p>","more":"<p>ThreadDemo类继承自Thread类,重写了Thread类的run()方法。当ThreadDemo调用start()方法的时候，run()方法会被调用。<br>下面是测试方法：<br><figure class=\"highlight java\"><table><tr><td class=\"gutter\"><pre><div class=\"line\">1</div><div class=\"line\">2</div><div class=\"line\">3</div><div class=\"line\">4</div><div class=\"line\">5</div><div class=\"line\">6</div><div class=\"line\">7</div><div class=\"line\">8</div><div class=\"line\">9</div><div class=\"line\">10</div><div class=\"line\">11</div><div class=\"line\">12</div><div class=\"line\">13</div><div class=\"line\">14</div><div class=\"line\">15</div></pre></td><td class=\"code\"><pre><div class=\"line\"><span class=\"keyword\">public</span> <span class=\"class\"><span class=\"keyword\">class</span> <span class=\"title\">ConcurrentThread</span> </span>{</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> <span class=\"keyword\">static</span> <span class=\"keyword\">void</span> <span class=\"title\">main</span><span class=\"params\">(String[] args)</span> <span class=\"keyword\">throws</span> InterruptedException, ExecutionException </span>{</div><div class=\"line\"></div><div class=\"line\">\t\t<span class=\"keyword\">long</span> start = System.currentTimeMillis();</div><div class=\"line\">\t\tThread tA = <span class=\"keyword\">new</span> ThreadDemo(<span class=\"string\">\"Thread-A\"</span>);</div><div class=\"line\">\t\ttA.start();</div><div class=\"line\"></div><div class=\"line\">\t\tThread tB = <span class=\"keyword\">new</span> ThreadDemo(<span class=\"string\">\"Thread-B\"</span>);</div><div class=\"line\">\t\ttB.start();</div><div class=\"line\">\t\t<span class=\"keyword\">long</span> end = System.currentTimeMillis();</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"During time: \"</span> + (end - start));</div><div class=\"line\"></div><div class=\"line\">\t}</div><div class=\"line\">}</div></pre></td></tr></table></figure></p>\n<p>测试方法里面创建了两个线程tA,tB，下面是执行的结果，可以看到tA和tB是没有先后顺序的，是两个独立的线程。<strong>“During Time:2”</strong>是主线程里面的语句，但是它在tA和tB没有执行完成的时候，已经开始执行。<br>说明这两个线程并没有阻塞主线程。<br><img src=\"/images/java_001.jpg\" alt=\"测试结果\"></p>\n<h1 id=\"2-Runnable实现多线程\"><a href=\"#2-Runnable实现多线程\" class=\"headerlink\" title=\"2. Runnable实现多线程\"></a>2. Runnable实现多线程</h1><p>另外一种实现多线程的方法是implement Runnable接口<br><figure class=\"highlight java\"><table><tr><td class=\"gutter\"><pre><div class=\"line\">1</div><div class=\"line\">2</div><div class=\"line\">3</div><div class=\"line\">4</div><div class=\"line\">5</div><div class=\"line\">6</div><div class=\"line\">7</div><div class=\"line\">8</div><div class=\"line\">9</div><div class=\"line\">10</div><div class=\"line\">11</div><div class=\"line\">12</div><div class=\"line\">13</div><div class=\"line\">14</div><div class=\"line\">15</div><div class=\"line\">16</div><div class=\"line\">17</div><div class=\"line\">18</div><div class=\"line\">19</div><div class=\"line\">20</div><div class=\"line\">21</div><div class=\"line\">22</div><div class=\"line\">23</div><div class=\"line\">24</div><div class=\"line\">25</div><div class=\"line\">26</div><div class=\"line\">27</div><div class=\"line\">28</div><div class=\"line\">29</div><div class=\"line\">30</div><div class=\"line\">31</div></pre></td><td class=\"code\"><pre><div class=\"line\"><span class=\"class\"><span class=\"keyword\">class</span> <span class=\"title\">RunnableImpl</span> <span class=\"keyword\">implements</span> <span class=\"title\">Runnable</span> </span>{</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"keyword\">private</span> String threadFlag;</div><div class=\"line\">\t<span class=\"keyword\">private</span> <span class=\"keyword\">long</span> sleepTime = <span class=\"number\">100</span>;</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> <span class=\"title\">RunnableImpl</span><span class=\"params\">(String threadFlag)</span> </span>{</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Construct \"</span> + threadFlag);</div><div class=\"line\">\t\t<span class=\"keyword\">this</span>.threadFlag = threadFlag;</div><div class=\"line\">\t}</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> <span class=\"title\">RunnableImpl</span><span class=\"params\">(String threadFlag, <span class=\"keyword\">long</span> sleepTime)</span> </span>{</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Construct \"</span> + threadFlag);</div><div class=\"line\">\t\t<span class=\"keyword\">this</span>.threadFlag = threadFlag;</div><div class=\"line\">\t\t<span class=\"keyword\">this</span>.sleepTime = sleepTime;</div><div class=\"line\">\t}</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"meta\">@Override</span></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> <span class=\"keyword\">void</span> <span class=\"title\">run</span><span class=\"params\">()</span> </span>{</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Running before: \"</span> + <span class=\"keyword\">this</span>.threadFlag);</div><div class=\"line\">\t\t<span class=\"keyword\">try</span> {</div><div class=\"line\">\t\t\t<span class=\"keyword\">for</span> (<span class=\"keyword\">int</span> i = <span class=\"number\">0</span>; i < <span class=\"number\">6</span>; i++) {</div><div class=\"line\">\t\t\t\tSystem.out.println(<span class=\"keyword\">this</span>.threadFlag + i);</div><div class=\"line\">\t\t\t\tThread.sleep(<span class=\"keyword\">this</span>.sleepTime);</div><div class=\"line\">\t\t\t}</div><div class=\"line\">\t\t} <span class=\"keyword\">catch</span> (InterruptedException e) {</div><div class=\"line\">\t\t\te.printStackTrace();</div><div class=\"line\">\t\t}</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Running after:\"</span> + <span class=\"keyword\">this</span>.threadFlag);</div><div class=\"line\">\t}</div><div class=\"line\"></div><div class=\"line\">}</div></pre></td></tr></table></figure></p>\n<p>RunnableImpl类实现了Runnable接口，实现了run()方法，是用start的方法去启动改线程。下面是测试方法和结果：<br><figure class=\"highlight java\"><table><tr><td class=\"gutter\"><pre><div class=\"line\">1</div><div class=\"line\">2</div><div class=\"line\">3</div><div class=\"line\">4</div><div class=\"line\">5</div><div class=\"line\">6</div><div class=\"line\">7</div><div class=\"line\">8</div><div class=\"line\">9</div><div class=\"line\">10</div><div class=\"line\">11</div><div class=\"line\">12</div><div class=\"line\">13</div><div class=\"line\">14</div></pre></td><td class=\"code\"><pre><div class=\"line\"><span class=\"keyword\">public</span> <span class=\"class\"><span class=\"keyword\">class</span> <span class=\"title\">ConcurrentThread</span> </span>{</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> <span class=\"keyword\">static</span> <span class=\"keyword\">void</span> <span class=\"title\">main</span><span class=\"params\">(String[] args)</span> <span class=\"keyword\">throws</span> InterruptedException, ExecutionException </span>{</div><div class=\"line\"></div><div class=\"line\">\t\t<span class=\"keyword\">long</span> start = System.currentTimeMillis();</div><div class=\"line\">\t\tThread tA = <span class=\"keyword\">new</span> Thread(<span class=\"keyword\">new</span> RunnableImpl(<span class=\"string\">\"Thread-A\"</span>));</div><div class=\"line\">\t\ttA.start();</div><div class=\"line\"></div><div class=\"line\">\t\tThread tB = <span class=\"keyword\">new</span> Thread(<span class=\"keyword\">new</span> RunnableImpl(<span class=\"string\">\"Thread-B\"</span>, <span class=\"number\">400</span>));</div><div class=\"line\">\t\ttB.start();</div><div class=\"line\">\t\t<span class=\"keyword\">long</span> end = System.currentTimeMillis();</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"During time: \"</span> + (end - start));</div><div class=\"line\">\t}</div><div class=\"line\">}</div></pre></td></tr></table></figure></p>\n<p><img src=\"/images/java_002.jpg\" alt=\"这里写图片描述\"></p>\n<p>使用RunnableImpl和Thread去创建两个线程tA和tB，从结果中看到tA和tB也是并发执行的，他们是随机的获取CPU的执行时间。<strong>“During time:4”</strong>在两个线程没有执行完成的时候已经输出了。说明这两个线程也没有阻塞主线程。</p>\n<h1 id=\"3-Callable-lt-gt-实现多线程\"><a href=\"#3-Callable-lt-gt-实现多线程\" class=\"headerlink\" title=\"3. Callable<>实现多线程\"></a>3. Callable<>实现多线程</h1><p>观察Thread和Runnable实现的线程，你会发现这两种实现，你是无法知道线程的执行状态的，例如：线程是否执行完成了，线程有没有被cancel等等。如果你需要基于线程的状态做些事情，就需要很多而外的工作。为了解决这些问题，Callable<>就应运而生了，它和FutureTask结合可以很好的解决这个问题。FutureTask一般有两个用途。<br>1.获取异步的结果和取消任务。</p>\n<ol>\n<li>高并发的情况下确保任务只会执行一次。<figure class=\"highlight java\"><table><tr><td class=\"gutter\"><pre><div class=\"line\">1</div><div class=\"line\">2</div><div class=\"line\">3</div><div class=\"line\">4</div><div class=\"line\">5</div><div class=\"line\">6</div><div class=\"line\">7</div><div class=\"line\">8</div><div class=\"line\">9</div><div class=\"line\">10</div><div class=\"line\">11</div><div class=\"line\">12</div><div class=\"line\">13</div><div class=\"line\">14</div><div class=\"line\">15</div><div class=\"line\">16</div><div class=\"line\">17</div><div class=\"line\">18</div><div class=\"line\">19</div><div class=\"line\">20</div><div class=\"line\">21</div><div class=\"line\">22</div><div class=\"line\">23</div><div class=\"line\">24</div><div class=\"line\">25</div><div class=\"line\">26</div><div class=\"line\">27</div><div class=\"line\">28</div><div class=\"line\">29</div></pre></td><td class=\"code\"><pre><div class=\"line\"><span class=\"keyword\">import</span> java.util.concurrent.Callable;</div><div class=\"line\"><span class=\"keyword\">import</span> java.util.concurrent.ExecutionException;</div><div class=\"line\"><span class=\"keyword\">import</span> java.util.concurrent.FutureTask;</div><div class=\"line\"></div><div class=\"line\"><span class=\"class\"><span class=\"keyword\">class</span> <span class=\"title\">CallableDemo</span> <span class=\"keyword\">implements</span> <span class=\"title\">Callable</span><<span class=\"title\">String</span>> </span>{</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"keyword\">private</span> String threadFlag;</div><div class=\"line\">\t<span class=\"keyword\">private</span> <span class=\"keyword\">long</span> sleepTime = <span class=\"number\">400</span>;</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> <span class=\"title\">CallableDemo</span><span class=\"params\">(String threadFlag)</span> </span>{</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Construct \"</span> + threadFlag);</div><div class=\"line\">\t\t<span class=\"keyword\">this</span>.threadFlag = threadFlag;</div><div class=\"line\">\t}</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> <span class=\"title\">CallableDemo</span><span class=\"params\">(String threadFlag, <span class=\"keyword\">long</span> sleepTime)</span> </span>{</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Construct \"</span> + threadFlag);</div><div class=\"line\">\t\t<span class=\"keyword\">this</span>.threadFlag = threadFlag;</div><div class=\"line\">\t\t<span class=\"keyword\">this</span>.sleepTime = sleepTime;</div><div class=\"line\">\t}</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"meta\">@Override</span></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> String <span class=\"title\">call</span><span class=\"params\">()</span> <span class=\"keyword\">throws</span> Exception </span>{</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Running before: \"</span> + <span class=\"keyword\">this</span>.threadFlag);</div><div class=\"line\">\t\tThread.sleep(<span class=\"keyword\">this</span>.sleepTime);</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Running after:\"</span> + <span class=\"keyword\">this</span>.threadFlag);</div><div class=\"line\">\t\t<span class=\"keyword\">return</span> <span class=\"keyword\">this</span>.threadFlag + <span class=\"string\">\" success in this time\"</span>;</div><div class=\"line\">\t}</div><div class=\"line\"></div><div class=\"line\">}</div></pre></td></tr></table></figure>\n</li>\n</ol>\n<p>这里CallableImpl实现了Callable接口，实现了里面的call()方法，这个接口是泛型化的接口，接口的类型就是call()方法的返回值类型。下面是测试代码：</p>\n<figure class=\"highlight java\"><table><tr><td class=\"gutter\"><pre><div class=\"line\">1</div><div class=\"line\">2</div><div class=\"line\">3</div><div class=\"line\">4</div><div class=\"line\">5</div><div class=\"line\">6</div><div class=\"line\">7</div><div class=\"line\">8</div><div class=\"line\">9</div><div class=\"line\">10</div><div class=\"line\">11</div><div class=\"line\">12</div><div class=\"line\">13</div><div class=\"line\">14</div><div class=\"line\">15</div><div class=\"line\">16</div><div class=\"line\">17</div><div class=\"line\">18</div><div class=\"line\">19</div></pre></td><td class=\"code\"><pre><div class=\"line\"><span class=\"keyword\">public</span> <span class=\"class\"><span class=\"keyword\">class</span> <span class=\"title\">ConcurrentThread</span> </span>{</div><div class=\"line\"></div><div class=\"line\">\t<span class=\"function\"><span class=\"keyword\">public</span> <span class=\"keyword\">static</span> <span class=\"keyword\">void</span> <span class=\"title\">main</span><span class=\"params\">(String[] args)</span> <span class=\"keyword\">throws</span> InterruptedException, ExecutionException </span>{</div><div class=\"line\"></div><div class=\"line\">\t\t<span class=\"keyword\">long</span> start = System.currentTimeMillis();</div><div class=\"line\">\t\tFutureTask<String> futureA = <span class=\"keyword\">new</span> FutureTask<String>(<span class=\"keyword\">new</span> CallableDemo(<span class=\"string\">\"Thread-A\"</span>, <span class=\"number\">5000</span>));</div><div class=\"line\">\t\tThread tA = <span class=\"keyword\">new</span> Thread(futureA);</div><div class=\"line\">\t\ttA.start();</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Thread is Done: \"</span> + futureA.isDone());</div><div class=\"line\">\t\tSystem.out.println(futureA.get());</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"Thread is Done: \"</span> + futureA.isDone());</div><div class=\"line\">\t\tFutureTask<String> futureB = <span class=\"keyword\">new</span> FutureTask<String>(<span class=\"keyword\">new</span> CallableDemo(<span class=\"string\">\"Thread-B\"</span>, <span class=\"number\">400</span>));</div><div class=\"line\">\t\tThread tB = <span class=\"keyword\">new</span> Thread(futureB);</div><div class=\"line\">\t\ttB.start();</div><div class=\"line\">\t\t<span class=\"keyword\">long</span> end = System.currentTimeMillis();</div><div class=\"line\">\t\tSystem.out.println(<span class=\"string\">\"During time: \"</span> + (end - start));</div><div class=\"line\"></div><div class=\"line\">\t}</div><div class=\"line\">}</div></pre></td></tr></table></figure>\n<p>这里也是实现了两个线程tA和tB,和上面Thread和Runnable的不同之处在于，这里使用futureA和futureB来获取两个线程的执行状态。futureA.isDone()。这两需要着重说的是futureA.get().这个方法的意思是：主线程等待tA执行完成。这个方法是会阻塞主线程的运行。下面是测试结果:<br><img src=\"/images/java_003.png\" alt=\"这里写图片描述\"><br>可以看到被标记的就是返回值，这是通过get()方法得到的，主线程会成tA执行完成之后，才会继续向下执行，而tB没有调用futureB.get(),所以tB没有阻塞主线程，和主线程是并发的。可以看到<strong>‘During time: 5003’</strong>在tB没有执行完成的时候已经被执行。</p>\n<h1 id=\"4-总结\"><a href=\"#4-总结\" class=\"headerlink\" title=\"4. 总结\"></a>4. 总结</h1><p>这篇主要介绍了自己实现多线程的三种方式:</p>\n<ol>\n<li>extends Thread,重写run()方法</li>\n<li>implements Runnable， 实现run()方法</li>\n<li>implements Callable<>，实现call()方法，可以获取线程的执行状态信息，isDone(),isCancelled()</li>\n</ol>\n<p>下一篇我们会介绍，线程并发时候的共享资源问题。</p>"},{"title":"Hexo用法","_content":"Welcome to [Hexo](https://hexo.io/)! This is your very first post. Check [documentation](https://hexo.io/docs/) for more info. If you get any problems when using Hexo, you can find the answer in [troubleshooting](https://hexo.io/docs/troubleshooting.html) or you can ask me on [GitHub](https://github.com/hexojs/hexo/issues).\n\n## Quick Start\n\n### Create a new post\n\n``` bash\n$ hexo new \"My New Post\"\n```\n<!-- more -->\nMore info: [Writing](https://hexo.io/docs/writing.html)\n\n### Run server\n\n``` bash\n$ hexo server\n```\n\nMore info: [Server](https://hexo.io/docs/server.html)\n\n### Generate static files\n\n``` bash\n$ hexo generate\n```\n\nMore info: [Generating](https://hexo.io/docs/generating.html)\n\n### Deploy to remote sites\n\n``` bash\n$ hexo deploy\n```\n\nMore info: [Deployment](https://hexo.io/docs/deployment.html)\n","source":"_posts/hello-world.md","raw":"---\ntitle: Hexo用法\ntags: [Hexo, 博客]\ncategory: 博客搭建\n---\nWelcome to [Hexo](https://hexo.io/)! This is your very first post. Check [documentation](https://hexo.io/docs/) for more info. If you get any problems when using Hexo, you can find the answer in [troubleshooting](https://hexo.io/docs/troubleshooting.html) or you can ask me on [GitHub](https://github.com/hexojs/hexo/issues).\n\n## Quick Start\n\n### Create a new post\n\n``` bash\n$ hexo new \"My New Post\"\n```\n<!-- more -->\nMore info: [Writing](https://hexo.io/docs/writing.html)\n\n### Run server\n\n``` bash\n$ hexo server\n```\n\nMore info: [Server](https://hexo.io/docs/server.html)\n\n### Generate static files\n\n``` bash\n$ hexo generate\n```\n\nMore info: [Generating](https://hexo.io/docs/generating.html)\n\n### Deploy to remote sites\n\n``` bash\n$ hexo deploy\n```\n\nMore info: [Deployment](https://hexo.io/docs/deployment.html)\n","slug":"hello-world","published":1,"date":"2017-05-24T15:54:24.557Z","updated":"2017-05-24T14:21:28.529Z","comments":1,"layout":"post","photos":[],"link":"","_id":"cj337799r00062kajoer22a98","content":"<p>Welcome to <a href=\"https://hexo.io/\" target=\"_blank\" rel=\"external\">Hexo</a>! This is your very first post. Check <a href=\"https://hexo.io/docs/\" target=\"_blank\" rel=\"external\">documentation</a> for more info. If you get any problems when using Hexo, you can find the answer in <a href=\"https://hexo.io/docs/troubleshooting.html\" target=\"_blank\" rel=\"external\">troubleshooting</a> or you can ask me on <a href=\"https://github.com/hexojs/hexo/issues\" target=\"_blank\" rel=\"external\">GitHub</a>.</p>\n<h2 id=\"Quick-Start\"><a href=\"#Quick-Start\" class=\"headerlink\" title=\"Quick Start\"></a>Quick Start</h2><h3 id=\"Create-a-new-post\"><a href=\"#Create-a-new-post\" class=\"headerlink\" title=\"Create a new post\"></a>Create a new post</h3><figure class=\"highlight bash\"><table><tr><td class=\"gutter\"><pre><div class=\"line\">1</div></pre></td><td class=\"code\"><pre><div class=\"line\">$ hexo new <span class=\"string\">\"My New Post\"</span></div></pre></td></tr></table></figure>\n<a id=\"more\"></a>\n<p>More info: <a href=\"https://hexo.io/docs/writing.html\" target=\"_blank\" rel=\"external\">Writing</a></p>\n<h3 id=\"Run-server\"><a href=\"#Run-server\" class=\"headerlink\" title=\"Run server\"></a>Run server</h3><figure class=\"highlight bash\"><table><tr><td class=\"gutter\"><pre><div class=\"line\">1</div></pre></td><td class=\"code\"><pre><div class=\"line\">$ hexo server</div></pre></td></tr></table></figure>\n<p>More info: <a href=\"https://hexo.io/docs/server.html\" target=\"_blank\" rel=\"external\">Server</a></p>\n<h3 id=\"Generate-static-files\"><a href=\"#Generate-static-files\" class=\"headerlink\" title=\"Generate static files\"></a>Generate static files</h3><figure class=\"highlight bash\"><table><tr><td class=\"gutter\"><pre><div class=\"line\">1</div></pre></td><td class=\"code\"><pre><div class=\"line\">$ hexo generate</div></pre></td></tr></table></figure>\n<p>More info: <a href=\"https://hexo.io/docs/generating.html\" target=\"_blank\" rel=\"external\">Generating</a></p>\n<h3 id=\"Deploy-to-remote-sites\"><a href=\"#Deploy-to-remote-sites\" class=\"headerlink\" title=\"Deploy to remote sites\"></a>Deploy to remote sites</h3><figure class=\"highlight bash\"><table><tr><td class=\"gutter\"><pre><div class=\"line\">1</div></pre></td><td class=\"code\"><pre><div class=\"line\">$ hexo deploy</div></pre></td></tr></table></figure>\n<p>More info: <a href=\"https://hexo.io/docs/deployment.html\" target=\"_blank\" rel=\"external\">Deployment</a></p>\n","site":{"data":{}},"excerpt":"<p>Welcome to <a href=\"https://hexo.io/\" target=\"_blank\" rel=\"external\">Hexo</a>! This is your very first post. Check <a href=\"https://hexo.io/docs/\" target=\"_blank\" rel=\"external\">documentation</a> for more info. If you get any problems when using Hexo, you can find the answer in <a href=\"https://hexo.io/docs/troubleshooting.html\" target=\"_blank\" rel=\"external\">troubleshooting</a> or you can ask me on <a href=\"https://github.com/hexojs/hexo/issues\" target=\"_blank\" rel=\"external\">GitHub</a>.</p>\n<h2 id=\"Quick-Start\"><a href=\"#Quick-Start\" class=\"headerlink\" title=\"Quick Start\"></a>Quick Start</h2><h3 id=\"Create-a-new-post\"><a href=\"#Create-a-new-post\" class=\"headerlink\" title=\"Create a new post\"></a>Create a new post</h3><figure class=\"highlight bash\"><table><tr><td class=\"gutter\"><pre><div class=\"line\">1</div></pre></td><td class=\"code\"><pre><div class=\"line\">$ hexo new <span class=\"string\">\"My New Post\"</span></div></pre></td></tr></table></figure>","more":"<p>More info: <a href=\"https://hexo.io/docs/writing.html\" target=\"_blank\" rel=\"external\">Writing</a></p>\n<h3 id=\"Run-server\"><a href=\"#Run-server\" class=\"headerlink\" title=\"Run server\"></a>Run server</h3><figure class=\"highlight bash\"><table><tr><td class=\"gutter\"><pre><div class=\"line\">1</div></pre></td><td class=\"code\"><pre><div class=\"line\">$ hexo server</div></pre></td></tr></table></figure>\n<p>More info: <a href=\"https://hexo.io/docs/server.html\" target=\"_blank\" rel=\"external\">Server</a></p>\n<h3 id=\"Generate-static-files\"><a href=\"#Generate-static-files\" class=\"headerlink\" title=\"Generate static files\"></a>Generate static files</h3><figure class=\"highlight bash\"><table><tr><td class=\"gutter\"><pre><div class=\"line\">1</div></pre></td><td class=\"code\"><pre><div class=\"line\">$ hexo generate</div></pre></td></tr></table></figure>\n<p>More info: <a href=\"https://hexo.io/docs/generating.html\" target=\"_blank\" rel=\"external\">Generating</a></p>\n<h3 id=\"Deploy-to-remote-sites\"><a href=\"#Deploy-to-remote-sites\" class=\"headerlink\" title=\"Deploy to remote sites\"></a>Deploy to remote sites</h3><figure class=\"highlight bash\"><table><tr><td class=\"gutter\"><pre><div class=\"line\">1</div></pre></td><td class=\"code\"><pre><div class=\"line\">$ hexo deploy</div></pre></td></tr></table></figure>\n<p>More info: <a href=\"https://hexo.io/docs/deployment.html\" target=\"_blank\" rel=\"external\">Deployment</a></p>"}],"PostAsset":[],"PostCategory":[{"post_id":"cj337798v00002kajwfqvn356","category_id":"cj337799r00042kaj57t49uod","_id":"cj337799r00092kajrjryqgr5"},{"post_id":"cj337799r00022kajvj0oczuj","category_id":"cj337799r00072kaj357hbjx1","_id":"cj33779a6000d2kajdft915it"},{"post_id":"cj337799r00062kajoer22a98","category_id":"cj337799r000a2kajn9q0mlsc","_id":"cj33779a6000g2kaja07s989f"}],"PostTag":[{"post_id":"cj337798v00002kajwfqvn356","tag_id":"cj337799r00052kajcbckyckf","_id":"cj337799r000c2kaj21nx1tf5"},{"post_id":"cj337798v00002kajwfqvn356","tag_id":"cj337799r00082kajsyn6quva","_id":"cj33779a6000e2kajl0e7hvm0"},{"post_id":"cj337799r00022kajvj0oczuj","tag_id":"cj337799r000b2kaj48p2udno","_id":"cj33779a6000i2kajhr86m7xk"},{"post_id":"cj337799r00022kajvj0oczuj","tag_id":"cj33779a6000f2kajbyiggijf","_id":"cj33779a6000j2kajya8kpa96"},{"post_id":"cj337799r00062kajoer22a98","tag_id":"cj33779a6000h2kajuz5bcp2v","_id":"cj33779a6000l2kajeszm8vzk"},{"post_id":"cj337799r00062kajoer22a98","tag_id":"cj33779a6000k2kajbqaie8ky","_id":"cj33779a6000m2kaj3vzmmkpb"}],"Tag":[{"name":"心情","_id":"cj337799r00052kajcbckyckf"},{"name":"感悟","_id":"cj337799r00082kajsyn6quva"},{"name":"Java","_id":"cj337799r000b2kaj48p2udno"},{"name":"线程池","_id":"cj33779a6000f2kajbyiggijf"},{"name":"Hexo","_id":"cj33779a6000h2kajuz5bcp2v"},{"name":"博客","_id":"cj33779a6000k2kajbqaie8ky"}]}}