• 以培养青少年具备未来人工智能时代的核心素养为使命
  • 让知识传播的更广、更远
  • 从小培养具有计算思维和工程素养的智能时代人才

400-060-0103

编程学习如何成为数学能力提升的隐形助力?深度解析二者关联

来源:杭州乐博乐博 时间:08-17

编程学习如何成为数学能力提升的隐形助力?深度解析二者关联

编程学习如何成为数学能力提升的隐形助力?

编程入门的数学基础:从运算到逻辑的阶梯式需求

当孩子开始接触编程时,首先需要调动的就是基础数学能力。以最常见的Scratch编程为例,制作一个简单的"数字累加器"小程序,就需要明确加减乘除的运算顺序——这不是课本上的抽象规则,而是直接影响程序能否正确运行的关键。比如用户输入"3+5×2"时,程序必须准确识别先乘后加的运算逻辑,否则输出结果就会出错。这种"实操验证"的过程,比单纯背诵"先乘除后加减"的规则更能加深记忆。

另一个典型场景是循环结构的应用。小学阶段计算1到100的和,传统教学会教高斯求和法(1+100=101,共50组),但编程实现时通常采用循环累加:设置一个初始值为0的变量,通过100次循环每次加1,最终得到总和。这种差异恰恰是编程对数学思维的补充——它不否定传统算法的巧妙,而是提供了另一种"可扩展"的解决思路。当问题升级为计算1到1000的和时,循环方法的优势就更明显,孩子在编写代码的过程中会自然理解"重复操作"与"数学规律"的不同应用场景。

逻辑函数的掌握则是更高阶的要求。编程中常见的"如果...那么..."(if...then...)结构,本质上是数学中条件判断的具象化。例如设计一个"判断偶数"的小程序,需要孩子明确"能被2整除"的数学定义,并转化为代码中的"数值%2==0"表达式。这种从抽象概念到具体代码的转化过程,不仅训练了逻辑思维,更让孩子理解数学定义的严谨性——差一个等号(=与==的区别),程序就会出现逻辑错误,这种"试错-修正"的过程比单纯背诵定义更有效。

编程实践:让数学概念从"记忆"走向"理解"

传统数学学习中,很多孩子对"变量"、"函数"等概念的理解停留在公式层面。比如学习"y=2x+1"时,可能只是记住"x变化时y随之变化"的结论。但在编程中,孩子需要自己定义变量x,设置步长(如每次加1),然后观察y值的变化并输出结果。这种"动态演示"让抽象的函数关系变得可视化——当x从1增加到5时,屏幕上的y值会依次显示3、5、7、9、11,孩子能直观看到"输入-处理-输出"的完整过程,从而真正理解函数的本质是"一种对应关系"。

超前学习的可能性也在编程中被放大。比如小学阶段接触"循环嵌套"时,孩子需要处理类似"打印99乘法表"的任务。这个过程中会自然涉及"行与列的对应关系"(外层循环控制行数,内层循环控制列数),而这正是初中数学中"二维坐标系"的启蒙。当孩子用代码实现"第i行打印i个算式"时,已经在实践中理解了"变量间的依赖关系",这种认知储备会让后续学习更轻松。

值得关注的是,编程中的"调试"环节对数学学习有特殊价值。当程序运行结果与预期不符时,孩子需要逐步检查代码:是循环次数设置错误?还是条件判断漏掉了某个情况?这种"溯源排查"的过程,本质上是数学中"验证结论"的思维训练。例如计算"1到n的和"时,若n=5却得到15(正确应为15),看起来结果正确但代码可能用了错误的循环次数(如循环6次),这时候需要孩子通过数学推导(1+2+3+4+5=15)来验证代码逻辑的正确性,从而培养"结果验证"的学习习惯。

逻辑思维与数学能力的双向促进:从解题到创新

编程中的"问题拆解"思维直接作用于数学解题。面对复杂问题时,程序员习惯将大任务分解为多个小模块(如先获取数据、再处理数据、最后输出结果),这种思维迁移到数学中,就是"分步解题"的能力。例如解决"鸡兔同笼"问题时,孩子可能先设定变量(鸡的数量为x,兔为y),再根据头数(x+y=总数)和腿数(2x+4y=总腿数)建立方程组,最后求解。这种"模块化拆解-逐步解决"的思路,正是编程训练带来的思维优势。

中科院院士李大潜教授曾强调:"数学的核心是思想方法而非公式记忆。"编程恰好提供了实践这些思想方法的平台。比如"递归算法"(自己调用自己的函数)对应数学中的"归纳法",孩子在编写"计算阶乘"的递归函数时(n!=n×(n-1)!),需要理解"从n到n-1的递推关系",这与数学归纳法中"证明n=k成立则n=k+1成立"的逻辑如出一辙。这种跨学科的思维印证,能帮助孩子更深刻地理解数学思想的普适性。

更重要的是,编程培养的"创造性解决问题"能力,让数学学习从"解题"走向"创新"。当孩子发现用循环法计算1到100的和效率不高时,可能会主动思考是否有更优算法(如直接应用等差数列求和公式);在设计"随机数猜谜"程序时,可能会尝试用二分法(每次猜中间值)来减少猜测次数。这些主动优化的行为,本质上是数学中"最优化思想"的实践,而这种能力正是传统数学教学中容易被忽视的。

教育实践中的验证:编程学习与数学成绩的正相关

多地教育研究机构的跟踪数据显示,系统学习编程的小学生,数学成绩提升幅度普遍高于未接触编程的同龄人。以北京某重点小学的对比实验为例:选择两个数学水平相近的班级,其中一班每周增加2节编程课(内容与数学知识点联动),另一班保持传统教学。经过一学期后,编程班在"应用题理解""逻辑题解答"等维度的得分高出对比班15%-20%,尤其在"变量关系分析""分步解题"等能力上优势明显。

这种提升并非偶然。编程学习中"动手实践-观察现象-总结规律"的学习模式,恰好符合数学学习的认知规律。当孩子通过编写代码验证数学猜想(如"偶数加偶数结果一定是偶数")时,他们不再是被动接受知识,而是成为"知识的发现者"。这种学习体验带来的不仅是成绩的提升,更是对数学学科的兴趣培养——当孩子发现"数学能解决编程中的实际问题"时,学习动机自然从"应付考试"转变为"探索未知"。

课程导航
基本 文件 流程 错误 SQL 调试
  1. 请求信息 : 2026-04-05 09:51:05 HTTP/1.1 GET : http://www.eduml.com/s/2822/n/17437.html
  2. 运行时间 : 0.015565s [ 吞吐率:64.25req/s ] 内存消耗:388.18kb 文件加载:137
  3. 缓存信息 : 0 reads,0 writes
  1. /data/web/baijiao_branch_collect/public/index.php ( 0.79 KB )
  2. /data/web/baijiao_branch_collect/vendor/autoload.php ( 0.75 KB )
  3. /data/web/baijiao_branch_collect/vendor/composer/autoload_real.php ( 1.63 KB )
  4. /data/web/baijiao_branch_collect/vendor/composer/platform_check.php ( 0.90 KB )
  5. /data/web/baijiao_branch_collect/vendor/composer/ClassLoader.php ( 15.99 KB )
  6. /data/web/baijiao_branch_collect/vendor/composer/autoload_static.php ( 4.26 KB )
  7. /data/web/baijiao_branch_collect/vendor/topthink/think-helper/src/helper.php ( 8.34 KB )
  8. /data/web/baijiao_branch_collect/vendor/topthink/think-validate/src/helper.php ( 2.19 KB )
  9. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/helper.php ( 1.47 KB )
  10. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/stubs/load_stubs.php ( 0.16 KB )
  11. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/Exception.php ( 1.69 KB )
  12. /data/web/baijiao_branch_collect/vendor/topthink/think-container/src/Facade.php ( 2.71 KB )
  13. /data/web/baijiao_branch_collect/vendor/symfony/deprecation-contracts/function.php ( 0.99 KB )
  14. /data/web/baijiao_branch_collect/vendor/symfony/polyfill-mbstring/bootstrap.php ( 8.26 KB )
  15. /data/web/baijiao_branch_collect/vendor/symfony/polyfill-mbstring/bootstrap80.php ( 9.78 KB )
  16. /data/web/baijiao_branch_collect/vendor/symfony/var-dumper/Resources/functions/dump.php ( 1.49 KB )
  17. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/App.php ( 15.30 KB )
  18. /data/web/baijiao_branch_collect/vendor/topthink/think-container/src/Container.php ( 15.76 KB )
  19. /data/web/baijiao_branch_collect/vendor/psr/container/src/ContainerInterface.php ( 1.02 KB )
  20. /data/web/baijiao_branch_collect/app/provider.php ( 0.19 KB )
  21. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/Http.php ( 6.04 KB )
  22. /data/web/baijiao_branch_collect/vendor/topthink/think-helper/src/helper/Str.php ( 7.29 KB )
  23. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/Env.php ( 4.68 KB )
  24. /data/web/baijiao_branch_collect/app/common.php ( 10.83 KB )
  25. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/helper.php ( 18.78 KB )
  26. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/Config.php ( 5.54 KB )
  27. /data/web/baijiao_branch_collect/config/app.php ( 1.29 KB )
  28. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/facade/Env.php ( 1.67 KB )
  29. /data/web/baijiao_branch_collect/config/cache.php ( 1.22 KB )
  30. /data/web/baijiao_branch_collect/config/config.php ( 0.26 KB )
  31. /data/web/baijiao_branch_collect/config/console.php ( 0.29 KB )
  32. /data/web/baijiao_branch_collect/config/cookie.php ( 0.56 KB )
  33. /data/web/baijiao_branch_collect/config/database.php ( 2.29 KB )
  34. /data/web/baijiao_branch_collect/config/filesystem.php ( 0.63 KB )
  35. /data/web/baijiao_branch_collect/config/lang.php ( 0.81 KB )
  36. /data/web/baijiao_branch_collect/config/log.php ( 1.37 KB )
  37. /data/web/baijiao_branch_collect/config/middleware.php ( 0.19 KB )
  38. /data/web/baijiao_branch_collect/config/route.php ( 1.54 KB )
  39. /data/web/baijiao_branch_collect/config/session.php ( 0.57 KB )
  40. /data/web/baijiao_branch_collect/config/trace.php ( 0.34 KB )
  41. /data/web/baijiao_branch_collect/config/view.php ( 0.81 KB )
  42. /data/web/baijiao_branch_collect/app/event.php ( 0.25 KB )
  43. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/Event.php ( 7.67 KB )
  44. /data/web/baijiao_branch_collect/app/service.php ( 0.13 KB )
  45. /data/web/baijiao_branch_collect/app/AppService.php ( 0.26 KB )
  46. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/Service.php ( 1.64 KB )
  47. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/Lang.php ( 7.35 KB )
  48. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/lang/zh-cn.php ( 13.70 KB )
  49. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/initializer/Error.php ( 3.31 KB )
  50. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/initializer/RegisterService.php ( 1.33 KB )
  51. /data/web/baijiao_branch_collect/vendor/services.php ( 0.14 KB )
  52. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/service/PaginatorService.php ( 1.52 KB )
  53. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/service/ValidateService.php ( 0.99 KB )
  54. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/service/ModelService.php ( 2.04 KB )
  55. /data/web/baijiao_branch_collect/vendor/topthink/think-trace/src/Service.php ( 0.77 KB )
  56. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/Middleware.php ( 6.72 KB )
  57. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/initializer/BootService.php ( 0.77 KB )
  58. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/Paginator.php ( 11.86 KB )
  59. /data/web/baijiao_branch_collect/vendor/topthink/think-validate/src/Validate.php ( 63.20 KB )
  60. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/Model.php ( 23.55 KB )
  61. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/model/concern/Attribute.php ( 21.05 KB )
  62. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/model/concern/AutoWriteData.php ( 4.20 KB )
  63. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/model/concern/Conversion.php ( 6.75 KB )
  64. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/model/concern/DbConnect.php ( 5.16 KB )
  65. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/model/concern/ModelEvent.php ( 2.33 KB )
  66. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/model/concern/RelationShip.php ( 28.30 KB )
  67. /data/web/baijiao_branch_collect/vendor/topthink/think-helper/src/contract/Arrayable.php ( 0.09 KB )
  68. /data/web/baijiao_branch_collect/vendor/topthink/think-helper/src/contract/Jsonable.php ( 0.13 KB )
  69. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/model/contract/Modelable.php ( 0.09 KB )
  70. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/Db.php ( 2.88 KB )
  71. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/DbManager.php ( 8.52 KB )
  72. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/Log.php ( 6.28 KB )
  73. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/Manager.php ( 3.92 KB )
  74. /data/web/baijiao_branch_collect/vendor/psr/log/src/LoggerTrait.php ( 2.69 KB )
  75. /data/web/baijiao_branch_collect/vendor/psr/log/src/LoggerInterface.php ( 2.71 KB )
  76. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/Cache.php ( 4.92 KB )
  77. /data/web/baijiao_branch_collect/vendor/psr/simple-cache/src/CacheInterface.php ( 4.71 KB )
  78. /data/web/baijiao_branch_collect/vendor/topthink/think-helper/src/helper/Arr.php ( 17.45 KB )
  79. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/cache/driver/Redis.php ( 6.94 KB )
  80. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/cache/Driver.php ( 9.03 KB )
  81. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/contract/CacheHandlerInterface.php ( 1.99 KB )
  82. /data/web/baijiao_branch_collect/app/Request.php ( 0.09 KB )
  83. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/Request.php ( 55.78 KB )
  84. /data/web/baijiao_branch_collect/app/middleware.php ( 0.26 KB )
  85. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/Pipeline.php ( 2.61 KB )
  86. /data/web/baijiao_branch_collect/vendor/topthink/think-trace/src/TraceDebug.php ( 3.40 KB )
  87. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/Route.php ( 23.73 KB )
  88. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/route/RuleName.php ( 5.75 KB )
  89. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/route/Domain.php ( 2.53 KB )
  90. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/route/RuleGroup.php ( 22.43 KB )
  91. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/route/Rule.php ( 26.95 KB )
  92. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/route/RuleItem.php ( 9.78 KB )
  93. /data/web/baijiao_branch_collect/route/app.php ( 3.05 KB )
  94. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/facade/Route.php ( 4.70 KB )
  95. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/route/dispatch/Controller.php ( 4.74 KB )
  96. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/route/Dispatch.php ( 10.44 KB )
  97. /data/web/baijiao_branch_collect/app/controller/Index.php ( 33.26 KB )
  98. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/facade/Request.php ( 9.20 KB )
  99. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/route/Url.php ( 14.07 KB )
  100. /data/web/baijiao_branch_collect/app/model/IndexModel.php ( 19.95 KB )
  101. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/facade/Config.php ( 1.37 KB )
  102. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/facade/Cache.php ( 2.06 KB )
  103. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/facade/Db.php ( 0.93 KB )
  104. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/db/connector/Mysql.php ( 5.73 KB )
  105. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/db/PDOConnection.php ( 53.74 KB )
  106. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/db/Connection.php ( 8.39 KB )
  107. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/db/ConnectionInterface.php ( 4.57 KB )
  108. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/db/builder/Mysql.php ( 16.58 KB )
  109. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/db/Builder.php ( 24.07 KB )
  110. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/db/BaseBuilder.php ( 27.50 KB )
  111. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/db/Query.php ( 15.97 KB )
  112. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/db/BaseQuery.php ( 45.13 KB )
  113. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/db/concern/TimeFieldQuery.php ( 7.43 KB )
  114. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/db/concern/AggregateQuery.php ( 3.26 KB )
  115. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/db/concern/ModelRelationQuery.php ( 20.07 KB )
  116. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/db/concern/ParamsBind.php ( 3.66 KB )
  117. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/db/concern/ResultOperation.php ( 7.01 KB )
  118. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/db/concern/WhereQuery.php ( 19.37 KB )
  119. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/db/concern/JoinAndViewQuery.php ( 7.11 KB )
  120. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/db/concern/TableFieldInfo.php ( 2.63 KB )
  121. /data/web/baijiao_branch_collect/vendor/topthink/think-orm/src/db/concern/Transaction.php ( 2.77 KB )
  122. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/log/driver/File.php ( 5.96 KB )
  123. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/contract/LogHandlerInterface.php ( 0.86 KB )
  124. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/log/Channel.php ( 3.89 KB )
  125. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/event/LogRecord.php ( 1.02 KB )
  126. /data/web/baijiao_branch_collect/vendor/topthink/think-helper/src/Collection.php ( 16.47 KB )
  127. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/Response.php ( 8.81 KB )
  128. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/response/View.php ( 3.29 KB )
  129. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/Cookie.php ( 6.06 KB )
  130. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/View.php ( 4.39 KB )
  131. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/view/driver/Php.php ( 6.44 KB )
  132. /data/web/baijiao_branch_collect/vendor/topthink/framework/src/think/contract/TemplateHandlerInterface.php ( 1.60 KB )
  133. /data/web/baijiao_branch_collect/view/index/pc/school_news_details.php ( 2.39 KB )
  134. /data/web/baijiao_branch_collect/view/index/pc/school_top.php ( 5.76 KB )
  135. /data/web/baijiao_branch_collect/view/index/pc/school_right.php ( 2.17 KB )
  136. /data/web/baijiao_branch_collect/view/index/pc/school_bottom.php ( 1.16 KB )
  137. /data/web/baijiao_branch_collect/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
  1. CONNECT:[ UseTime:0.000267s ] mysql:host=127.0.0.1;port=3306;dbname=baijiao_branch_collect;charset=utf8
  2. SHOW FULL COLUMNS FROM `fqi_school` [ RunTime:0.000987s ]
  3. SELECT * FROM `fqi_school` WHERE `school_id` = '2822' AND `site_id` = 7 AND `school_status` = 1 LIMIT 1 [ RunTime:0.000254s ]
  4. SHOW FULL COLUMNS FROM `fqi_school_class` [ RunTime:0.000585s ]
  5. SELECT * FROM `fqi_school_class` WHERE `school_id` = 2822 [ RunTime:0.000200s ]
  6. SHOW FULL COLUMNS FROM `fqi_school_campus` [ RunTime:0.000636s ]
  7. SELECT * FROM `fqi_school_campus` WHERE `school_id` = 2822 [ RunTime:0.000232s ]
  8. SHOW FULL COLUMNS FROM `fqi_school_news` [ RunTime:0.000702s ]
  9. SELECT `a`.*,`content` FROM `fqi_school_news` `a` LEFT JOIN `fqi_school_news_content` `b` ON `b`.`content_id`=`a`.`content_id` WHERE `school_id` = 2822 AND `a`.`content_id` = '17437' AND `news_status` = 1 AND `school_status` = 1 LIMIT 1 [ RunTime:0.001113s ]
  10. (select content_id,news_name,school_id from fqi_school_news where school_id = '2822' and content_id < '17437' and site_id <= '7' order by content_id desc limit 1) union all(select content_id,news_name,school_id from fqi_school_news where school_id = '2822' and content_id > '17437' and site_id <= '7' order by content_id asc limit 1) [ RunTime:0.000674s ]
  11. SHOW FULL COLUMNS FROM `fqi_school_course` [ RunTime:0.000723s ]
  12. SELECT * FROM `fqi_school_course` WHERE `school_id` = 2822 AND `site_id` = 7 AND `course_status` = 1 AND `school_status` = 1 ORDER BY `course_id` DESC LIMIT 4 [ RunTime:0.000329s ]
  13. SELECT * FROM `fqi_school_course` WHERE `school_id` = 2822 AND `school_status` = 1 AND `course_status` = 1 ORDER BY `course_id` DESC LIMIT 8 [ RunTime:0.000197s ]
  14. SELECT * FROM `fqi_school_news` WHERE `school_id` = 2822 ORDER BY `click` DESC,`news_id` DESC LIMIT 5 [ RunTime:0.000188s ]
  15. SELECT `content_id`,`news_name`,`a`.`school_id`,`b`.`school_name` FROM `fqi_school_news` `a` LEFT JOIN `fqi_school` `b` ON `b`.`school_id`=`a`.`school_id` WHERE `a`.`site_id` = '7' AND `b`.`school_status` = '1' AND `news_status` = 1 AND `content_id` < 17437 ORDER BY `content_id` DESC LIMIT 20 [ RunTime:0.004416s ]
0.015905s