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<?xml version="1.0" encoding="GBK"?>
<!DOCTYPE module PUBLIC "-//Puppy Crawl//DTD Check Configuration 1.2//EN"
"http://www.puppycrawl.com/dtds/configuration_1_2.dtd">
<!--
Checkstyle configuration that checks the sun coding conventions from:
- the Java Language Specification at
http://java.sun.com/docs/books/jls/second_edition/html/index.html
- the Sun Code Conventions at http://java.sun.com/docs/codeconv/
- the Javadoc guidelines at
http://java.sun.com/j2se/javadoc/writingdoccomments/index.html
- the JDK Api documentation http://java.sun.com/j2se/docs/api/index.html
- some best practices
Checkstyle is very configurable. Be sure to read the documentation at
http://checkstyle.sf.net (or in your downloaded distribution).
Most Checks are configurable, be sure to consult the documentation.
To completely disable a check, just comment it out or delete it from the file.
Finally, it is worth reading the documentation.
-->
<module name="Checker">
<property name="severity" value="warning"/>
<!--
If you set the basedir property below, then all reported file
names will be relative to the specified directory. See
http://checkstyle.sourceforge.net/5.x/config.html#Checker
<property name="basedir" value="${basedir}"/>
-->
<!-- Checks that a package-info.java file exists for each package. -->
<!-- See http://checkstyle.sf.net/config_javadoc.html#JavadocPackage -->
<module name="JavadocPackage"/>
<!-- Checks whether files end with a new line. -->
<!-- See http://checkstyle.sf.net/config_misc.html#NewlineAtEndOfFile
-->
<!-- 检查文件是否以一个新行结束-->
<module name="NewlineAtEndOfFile"/>
<!-- Checks that property files contain the same keys. -->
<!-- See http://checkstyle.sf.net/config_misc.html#Translation -->
<!-- 检查**.properties配置文件 是否有没有设值的key-->
<module name="Translation"/>
<!-- Checks for Size Violations. -->
<!-- See http://checkstyle.sf.net/config_sizes.html -->
<!-- 检查文件的长度 default max=2000 -->
<module name="FileLength"/>
<!-- Checks for whitespace -->
<!-- See http://checkstyle.sf.net/config_whitespace.html -->
<!-- 检查文件中是否含有'/t'-->
<module name="FileTabCharacter"/>
<!-- Miscellaneous other checks. -->
<!-- See http://checkstyle.sf.net/config_misc.html -->
<!-- 不知道作用 -->
<module name="RegexpSingleline">
<property name="format" value="/s+$"/>
<property name="minimum" value="0"/>
<property name="maximum" value="0"/>
<property name="message" value="Line has trailing spaces."/>
</module>
<module name="TreeWalker">
<!-- Checks for Javadoc comments. -->
<!-- See http://checkstyle.sf.net/config_javadoc.html -->
<!-- Checks the Javadoc of a method or constructor. By default, does not check for unused throws. To allow documented java.lang.RuntimeExceptions that are not declared, set property allowUndeclaredRTE to true. The scope to verify is specified using the Scope class and defaults to Scope.PRIVATE. To verify another scope, set property scope to a different scope. -->
<module name="JavadocMethod">
<property name="logLoadErrors" value="true"/>
<property name="suppressLoadErrors" value="true"/>
</module>
<!-- Checks Javadoc comments for class and interface definitions. By default, does not check for author or version tags. The scope to verify is specified using the Scope class and defaults to Scope.PRIVATE. To verify another scope, set property scope to one of the Scope constants. To define the format for an author tag or a version tag, set property authorFormat or versionFormat respectively to a regular expression.-->
<module name="JavadocType"/>
<!-- Checks that variables have Javadoc comments. -->
<module name="JavadocVariable"/>
<!-- Validates Javadoc comments to help ensure they are well formed. The following checks are performed:
* Ensures the first sentence ends with proper punctuation (That is a period, question mark, or exclamation mark, by default). Javadoc automatically places the first sentence in the method summary table and index. With out proper punctuation the Javadoc may be malformed. All items eligible for the {@inheritDoc} tag are exempt from this requirement.
* Check text for Javadoc statements that do not have any description. This includes both completely empty Javadoc, and Javadoc with only tags such as @param and @return.
* Check text for incomplete HTML tags. Verifies that HTML tags have corresponding end tags and issues an "Unclosed HTML tag found:" error if not. An "Extra HTML tag found:" error is issued if an end tag is found without a previous open tag.
* Check that a package Javadoc comment is well-formed (as described above) and NOT missing from any package-info.java files.
* Check for allowed HTML tags. The list of allowed HTML tags is "a", "abbr", "acronym", "address", "area", "b", "bdo", "big", "blockquote", "br", "caption", "cite", "code", "colgroup", "del", "div", "dfn", "dl", "em", "fieldset", "h1" to "h6", "hr", "i", "img", "ins", "kbd", "li", "ol", "p", "pre", "q", "samp", "small", "span", "strong", "sub", "sup", "table", "tbody", "td", "tfoot", "th", "thread", "tr", "tt", "ul".
These checks were patterned after the checks made by the DocCheck doclet available from Sun. -->
<!--<module name="JavadocStyle"/>-->
<!-- Checks for Naming Conventions. -->
<!-- See http://checkstyle.sf.net/config_naming.html -->
<!-- Each of these naming modules validates identifiers for particular code elements. Valid identifiers for a naming module are specified by its format property. The value of format is a regular expression for valid identifiers. -->
<!-- constants (static, final fields) -->
<module name="ConstantName"/>
<!-- local, final variables, including catch parameters -->
<module name="LocalFinalVariableName"/>
<!-- local, non-final variables, including catch parameters-->
<module name="LocalVariableName"/>
<!-- non-static fields -->
<module name="MemberName"/>
<!-- methods -->
<module name="MethodName"/>
<!-- packages -->
<module name="PackageName"/>
<!-- parameters -->
<module name="ParameterName"/>
<!-- static, non-final fields -->
<module name="StaticVariableName"/>
<!-- classes and interfaces -->
<module name="TypeName"/>
<!-- Checks for Headers -->
<!-- See http://checkstyle.sf.net/config_header.html -->
<!-- <module name="Header"> -->
<!-- The follow property value demonstrates the ability -->
<!-- to have access to ANT properties. In this case it uses -->
<!-- the ${basedir} property to allow Checkstyle to be run -->
<!-- from any directory within a project. See property -->
<!-- expansion, -->
<!-- http://checkstyle.sf.net/config.html#properties -->
<!-- <property -->
<!-- name="headerFile" -->
<!-- value="${basedir}/java.header"/> -->
<!-- </module> -->
<!-- Following interprets the header file as regular expressions. -->
<!-- <module name="RegexpHeader"/> -->
<!-- Checks for imports -->
<!-- See http://checkstyle.sf.net/config_import.html -->
<!-- 必须导入类的完整路径,即不能使用*导入所需的类 -->
<module name="AvoidStarImport"/>
<!-- 检查是否从非法的包中导入了类 illegalPkgs: 定义非法的包名称-->
<module name="IllegalImport"/> <!-- defaults to sun.* packages -->
<!-- 检查是否导入了不必显示导入的类-->
<module name="RedundantImport"/>
<!-- 检查是否导入的包没有使用-->
<module name="UnusedImports"/>
<!-- Checks for Size Violations. -->
<!-- See http://checkstyle.sf.net/config_sizes.html -->
<!-- Checks for long methods and constructors. max default 150. max=80设置长度80 -->
<module name="MethodLength"/>
<!-- Checks the number of parameters of a method or constructor. max default 7. -->
<module name="ParameterNumber"/>
<!-- Checks for long lines.
Rationale: Long lines are hard to read in printouts or if developers have limited screen space for the source code, e.g. if the IDE displays additional information like project tree, class hierarchy, etc. -->
<module name="LineLength"/>
<!-- Checks for whitespace -->
<!-- See http://checkstyle.sf.net/config_whitespace.html -->
<!-- 检查for iterator语句是否使用空格
option: 定义初始化语句是否使用空格,例如:space表示使用空格,则for(Iterator iterator = List.iterator(); iterator.hasNext(); iterator.next())就是形式合理的,否则就是形式不合理的-->
<module name="EmptyForIteratorPad"/>
<!-- 检查方法参数的格式
allowLineBreaks: 参数是否允许在不同行(注:没有作用)
option: 在参数和括号、参数和标识符之间是否包含空格-->
<module name="MethodParamPad"/>
<!-- Checks that there is no whitespace after a token. More specifically, it checks that it is not followed by whitespace, or (if linebreaks are allowed) all characters on the line after are whitespace. To forbid linebreaks after a token, set property allowLineBreaks to false. -->
<module name="NoWhitespaceAfter"/>
<!-- Checks that there is no whitespace before a token. More specifically, it checks that it is not preceded with whitespace, or (if linebreaks are allowed) all characters on the line before are whitespace. To allow linebreaks before a token, set property allowLineBreaks to true. -->
<module name="NoWhitespaceBefore"/>
<!-- 检查运算符是否在应在同一行
option: 定义运算符的位置,eol在同一行,nl在下一行
tokens: 定义检查的类型-->
<module name="OperatorWrap"/>
<!-- 检查左小括号'('后边和右小括号')'前边是否有空格
option: space表示有空格,nospace表示没有空格
tokens: 定义检查的类型-->
<module name="ParenPad"/>
<!-- Checks the policy on the padding of parentheses for typecasts. That is, whether a space is required after a left parenthesis and before a right parenthesis, or such spaces are forbidden. -->
<module name="TypecastParenPad"/>
<!-- 检查类型后是否包含空格 Checks that a token is followed by whitespace.
tokens: 检查的类型 -->
<module name="WhitespaceAfter"/>
<!-- Checks that a token is surrounded by whitespace. Empty constructor and method bodies (blocks) of the form
public MyClass() {} // empty constructor
public void func() {} // empty method
may optionally be exempted from the policy using the allowEmptyMethods and allowEmptyConstructors properties.
allowEmptyConstructors default value is false
allowEmptyMethods default value is false
-->
<module name="WhitespaceAround"/>
<!-- Modifier Checks -->
<!-- See http://checkstyle.sf.net/config_modifiers.html -->
<!-- ModifierOrder 检查修饰符的顺序,默认是 public,protected,private,abstract,static,final,transient,volatile,synchronized,native,strictfp-->
<module name="ModifierOrder"/>
<!-- 检查是否有多余的修饰符,例如:接口中的方法不必使用public、abstract修饰
tokens: 检查的类型 -->
<module name="RedundantModifier"/>
<!-- Checks for blocks. You know, those {}'s -->
<!-- See http://checkstyle.sf.net/config_blocks.html -->
<!-- 检查是否有嵌套的代码块
allowInSwitchCase: 定义是否允许switch case中使用嵌套的代码块 -->
<module name="AvoidNestedBlocks"/>
<!-- 检查是否有空代码块
option: 定义代码块中应该包含的内容,例如:stmt表示语句
tokens: 检查的类型-->
<module name="EmptyBlock"/>
<!--option: 定义左大括号'{'显示位置,eol在同一行显示,nl在下一行显示
maxLineLength: 大括号'{'所在行行最多容纳的字符数
tokens: 该属性适用的类型,例:CLASS_DEF,INTERFACE_DEF,METHOD_DEF,CTOR_DEF -->
<module name="LeftCurly"/>
<!-- NeedBraces 检查是否应该使用括号的地方没有加括号
tokens: 定义检查的类型 -->
<module name="NeedBraces"/>
<!-- Checks the placement of right curly braces ('}') for else, try, and catch tokens. The policy to verify is specified using property option.
option: 右大括号是否单独一行显示
tokens: 定义检查的类型 -->
<module name="RightCurly"/>
<!-- Checks for common coding problems -->
<!-- See http://checkstyle.sf.net/config_coding.html -->
<!-- 检查是否在同一行初始化, 例如:private int Age = nGe==1 ? 100 : 0; 就应该避免
Detects inline conditionals. An example inline conditional is this:
String a = getParameter("a");
String b = (a==null || a.length<1) ? null : a.substring(1);
Rationale: Some developers find inline conditionals hard to read, so their company's coding standards forbids them. -->
<module name="AvoidInlineConditionals"/>
<!-- The "double-checked locking" idiom (DCL) tries to avoid the runtime cost of synchronization. An example that uses the DCL idiom is this:
public class MySingleton
{
private static theInstance = null;
private MySingleton() {}
public MySingleton getInstance() {
if ( theInstance == null ) { // synchronize only if necessary
synchronized( MySingleton.class ) {
if ( theInstance == null ) {
theInstance = new MySingleton();
}
}
}
}
}
The problem with the DCL idiom in Java is that it just does not work correctly. Using it introduces bugs that are extremely hard to track down and reproduce. The "Double-Checked Locking is Broken" Declaration has an in depth explanation of the exact problem which has to do with the semantics of the Java memory model.
The DoubleCheckedLocking check will find source code where a test is wrapped in a synchronized block that is wrapped in the same test, like in the example above. -->
<module name="DoubleCheckedLocking"/> <!-- MY FAVOURITE -->
<!--Detects empty statements (standalone ;). -->
<module name="EmptyStatement"/>
<!-- 检查在重写了equals方法后是否重写了hashCode方法 -->
<module name="EqualsHashCode"/>
<!-- Checks that a local variable or a parameter does not shadow a field that is defined in the same class.-->
<module name="HiddenField"/>
<!-- Checks for illegal instantiations where a factory method is preferred.
Rationale: Depending on the project, for some classes it might be preferable to create instances through factory methods rather than calling the constructor.
A simple example is the java.lang.Boolean class. In order to save memory and CPU cycles, it is preferable to use the predefined constants TRUE and FALSE. Constructor invocations should be replaced by calls to Boolean.valueOf().
Some extremely performance sensitive projects may require the use of factory methods for other classes as well, to enforce the usage of number caches or object pools. -->
<module name="IllegalInstantiation">
<property name="classes" value="java.lang.Boolean"/>
</module>
<!-- Checks for assignments in subexpressions, such as in String s = Integer.toString(i = 2);.
Rationale: With the exception of for iterators, all assignments should occur in their own toplevel statement to increase readability. With inner assignments like the above it is difficult to see all places where a variable is set. -->
<module name="InnerAssignment"/>
<!-- Checks that there are no "magic numbers", where a magic number is a numeric literal that is not defined as a constant. By default, -1, 0, 1, and 2 are not considered to be magic numbers. -->
<module name="MagicNumber"/>
<!-- Checks that switch statement has "default" clause. 检查switch语句是否有‘default’从句
Rationale: It's usually a good idea to introduce a default case in every switch statement. Even if the developer is sure that all currently possible cases are covered, this should be expressed in the default branch, e.g. by using an assertion. This way the code is protected aginst later changes, e.g. introduction of new types in an enumeration type. -->
<module name="MissingSwitchDefault"/>
<!-- Checks for redundant exceptions declared in throws clause such as duplicates, unchecked exceptions or subclasses of another declared exception. 检查是否抛出了多余的异常 -->
<module name="RedundantThrows">
<property name="logLoadErrors" value="true"/>
<property name="suppressLoadErrors" value="true"/>
</module>
<!-- Checks for overly complicated boolean expressions. Currently finds code like if (b == true), b || true, !false, etc.
检查boolean值是否冗余的地方
Rationale: Complex boolean logic makes code hard to understand and maintain. -->
<module name="SimplifyBooleanExpression"/>
<!-- Checks for overly complicated boolean return statements. For example the following code
检查是否存在过度复杂的boolean返回值
if (valid())
return false;
else
return true;
could be written as
return !valid();
The Idea for this Check has been shamelessly stolen from the equivalent PMD rule. -->
<module name="SimplifyBooleanReturn"/>
<!-- Checks for class design -->
<!-- See http://checkstyle.sf.net/config_design.html -->
<!-- Checks that classes are designed for extension. More specifically, it enforces a programming style where superclasses provide empty "hooks" that can be implemented by subclasses.
检查子类是否非法破坏了父类或接口的限制条件
The exact rule is that nonprivate, nonstatic methods of classes that can be subclassed must either be
* abstract or
* final or
* have an empty implementation
Rationale: This API design style protects superclasses against beeing broken by subclasses. The downside is that subclasses are limited in their flexibility, in particular they cannot prevent execution of code in the superclass, but that also means that subclasses cannot corrupt the state of the superclass by forgetting to call the super method. -->
<module name="DesignForExtension"/>
<!-- Checks that a class which has only private constructors is declared as final.只有私有构造器的类必须声明为final-->
<module name="FinalClass"/>
<!-- Make sure that utility classes (classes that contain only static methods or fields in their API) do not have a public constructor.
确保Utils类(只提供static方法和属性的类)没有public构造器。
Rationale: Instantiating utility classes does not make sense. Hence the constructors should either be private or (if you want to allow subclassing) protected. A common mistake is forgetting to hide the default constructor.
If you make the constructor protected you may want to consider the following constructor implementation technique to disallow instantiating subclasses:
public class StringUtils // not final to allow subclassing
{
protected StringUtils() {
throw new UnsupportedOperationException(); // prevents calls from subclass
}
public static int count(char c, String s) {
// ...
}
}-->
<module name="HideUtilityClassConstructor"/>
<!-- Implements Bloch, Effective Java, Item 17 - Use Interfaces only to define types.
不允许interface像java.ioSerializable一样只作为标记,不包含任何methods和constants。
According to Bloch, an interface should describe a type. It is therefore inappropriate to define an interface that does not contain any methods but only constants. The Standard class javax.swing.SwingConstants is an example of a class that would be flagged by this check.
The check can be configured to also disallow marker interfaces like java.io.Serializable, that do not contain methods or constants at all. -->
<module name="InterfaceIsType"/>
<!-- Checks visibility of class members. Only static final members may be public; other class members must be private unless property protectedAllowed or packageAllowed is set.
检查class成员属性可见性。只有static final 修饰的成员是可以public的。其他的成员属性必需是private的,除非属性protectedAllowed或者packageAllowed设置了true.
Public members are not flagged if the name matches the public member regular expression (contains "^serialVersionUID$" by default). Note: Checkstyle 2 used to include "^f[A-Z][a-zA-Z0-9]*$" in the default pattern to allow CMP for EJB 1.1 with the default settings. With EJB 2.0 it is not longer necessary to have public access for persistent fields, hence the default has been changed.
Rationale: Enforce encapsulation. 强制封装 -->
<module name="VisibilityModifier"/>
<!-- Miscellaneous other checks. -->
<!-- See http://checkstyle.sf.net/config_misc.html -->
<!-- Checks the style of array type definitions. Some like Java-style: public static void main(String[] args) and some like C-style: public static void main(String args[])
检查再定义数组时,采用java风格还是c风格,例如:int[] num是java风格,int num[]是c风格。默认是java风格-->
<module name="ArrayTypeStyle"/>
<!-- Check that method/constructor/catch block parameters are final. Interface and abstract methods are not checked - the final keyword does not make sense for interface and abstract method parameters as there is no code that could modify the parameter.
检查method/constructor/catch块中的参数是否是final修饰的。
Rationale: Changing the value of parameters during the execution of the method's algorithm can be confusing and should be avoided. A great way to let the Java compiler prevent this coding style is to declare parameters final. -->
<!-- <module name="FinalParameters"/> -->
<!-- A check for TODO: comments. Actually it is a generic regular expression matcher on Java comments. To check for other patterns in Java comments, set property format.
检查是否存在TODO(待处理) TODO是javaIDE自动生成的。一般代码写完后要去掉。
-->
<module name="TodoComment"/>
<!-- Checks that long constants are defined with an upper ell. That is ' L' and not 'l'. This is in accordance to the Java Language Specification, Section 3.10.1.
检查是否在long类型是否定义了大写的L.字母小写l和数字1(一)很相似。
looks a lot like 1. -->
<module name="UpperEll"/>
</module>
</module>
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【SSI开发总结.10】eclispe中使用XFire框架调用WebService
2009-08-20 15:54 849在SSI开发中,要求读取访问者IP所在地,需要调用WebSer ... -
myeclise 7.5启动速度优化 myeclipse 7.5启动太慢解决方案
2009-11-27 13:18 911很多人都感觉myeclipse机子启动速度太慢,那是因为 ... -
eclipse启动参数配置
2009-12-30 10:35 713From: http://developer.51 ... -
最佳eclipse插件-top30
2010-01-22 09:44 717来自:http://www.ajaxline.com/best ... -
Eclipse插件资源链接
2010-01-25 12:58 7241 EMF,GEF - Graphical Editor Fr ... -
Eclipse Template用法探讨
2011-01-21 10:58 758在编码的过程中,对代 ... -
Eclipse Template与模式
2011-01-21 10:59 627Eclipse Template对我们是一个相当有用的工具,能 ... -
Errors running builder "Integrated External Tool Builder" on project
2011-08-11 18:13 1456eclipse编译工程里,报如下错误: Errors ... -
eclipse插件aptana手动安装出现Sending Ping Error的解决办法
2011-10-11 21:31 753在安装 Eclipse 的前端界面开发插件 Apta ... -
如何卸载Eclipse中已安装的插件
2011-12-31 16:40 1910最近才知道原来Eclipse还可以自己卸载已经安装的插件,方法 ...
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街道级行政区划shp矢量数据,wgs84坐标系,下载直接使用
Matlab领域上传的视频是由对应的完整代码运行得来的,完整代码皆可运行,亲测可用,适合小白; 1、从视频里可见完整代码的内容 主函数:main.m; 调用函数:其他m文件;无需运行 运行结果效果图; 2、代码运行版本 Matlab 2019b;若运行有误,根据提示修改;若不会,私信博主; 3、运行操作步骤 步骤一:将所有文件放到Matlab的当前文件夹中; 步骤二:双击打开main.m文件; 步骤三:点击运行,等程序运行完得到结果; 4、仿真咨询 如需其他服务,可私信博主; 4.1 博客或资源的完整代码提供 4.2 期刊或参考文献复现 4.3 Matlab程序定制 4.4 科研合作
内容概要:本文档是作者在bugku平台进行CTF(夺旗赛)杂项题目练习的解题思路总结,涵盖第25至33题。题目类型多样,包括但不限于隐写术、进制转换、音频分析、图像处理等。每道题都详细介绍了背景信息、解题步骤和所使用的工具,如Stegsolve用于图片隐写分析、Python脚本处理进制转换、Audacity解析音频中的摩尔斯电码等。通过这些实例,展示了如何运用各种技术手段解决实际问题,强调了理论与实践相结合的重要性。 适合人群:对信息安全、逆向工程感兴趣的读者,特别是有一定编程基础和技术积累的安全爱好者或初学者。 使用场景及目标:①学习隐写术的基本原理及其在CTF比赛中的应用;②掌握不同进制间的转换方法及其实现;③熟悉音频文件中提取摩尔斯电码的技术;④了解图像处理技巧,如调整尺寸、解析隐藏信息等;⑤掌握压缩文件的明文攻击技巧,以及如何利用已知信息破解加密文件。 阅读建议:由于每道题涉及的知识点较为独立且专业性强,建议读者根据自己的兴趣选择相关题目深入研究。同时,在学习过程中应注重动手实践,尝试复现文中提到的操作流程,并结合网络资源进一步拓展知识面。对于遇到的工具和概念,可以通过查阅官方文档或参考教程加深理解。
内容概要:本文详细介绍了如何在Qt中实现一个高效的时间标尺控件,重点讲解了时间标尺的缩放功能、刻度自动生成以及曲线绘制的技术细节。首先,通过重载wheelEvent方法,利用QGraphicsView框架实现了基于鼠标的缩放功能,确保缩放过程中鼠标位置对应的时间点不变。其次,针对不同的时间范围,采用对数分级算法自动调整刻度间隔,使刻度线既美观又实用。最后,在曲线绘制方面,使用QPainterPath进行路径构建,并通过预处理和分段绘制优化性能,确保即使面对大量数据点也能保持流畅的用户体验。 适合人群:具有一定Qt开发经验的程序员,尤其是从事数据可视化项目的开发者。 使用场景及目标:适用于需要展示时间序列数据的应用程序,如金融图表、监控系统、日志分析工具等。主要目标是提供一个响应迅速、视觉效果优秀的交互式时间标尺控件,帮助用户更好地理解和分析数据。 其他说明:文中还提到了一些性能优化的小技巧,如数据预处理、路径分段绘制等,有助于提高大型数据集的渲染速度。同时,作者强调了在时间转换函数中避免使用低效的方法,推荐自行实现高效的缓存机制。
街道级行政区划shp数据,wgs84坐标系,直接下载使用。
街道级行政区划shp数据,wgs84坐标系,直接下载使用。
赤峰市-喀喇沁旗-街道行政区划_150428_Shp数据-wgs84坐标系.rar
内容概要:本文详细介绍了使用Python和LSTM(长短期记忆网络)进行时间序列预测的方法及其应用场景。首先阐述了时间序列预测的重要性,指出传统ARIMA模型在处理复杂模式和长期依赖关系时的局限性,进而引出LSTM的优势。LSTM通过引入门控机制(输入门、遗忘门、输出门)和记忆单元,有效解决了长期依赖问题,能更好地捕捉时间序列中的复杂模式。接着,文章详细讲解了LSTM的工作原理,包括各个门控机制的作用和计算流程。随后,通过股票价格预测和气温预测两个案例,逐步演示了从环境搭建、数据准备(包括数据读取、归一化处理)、模型构建(使用Keras搭建LSTM模型)、模型编译、训练与评估到预测结果可视化的全过程。最后,文章总结了LSTM的关键技术和实现要点,并展望了其在自然语言处理、计算机视觉、生物学等领域的应用前景及未来研究方向。 适合人群:具备一定编程基础,尤其是对深度学习和时间序列预测感兴趣的开发者、数据科学家和研究人员。 使用场景及目标:①帮助读者掌握LSTM的基本原理和工作流程;②提供详细的Python实现步骤,包括环境配置、数据处理、模型搭建与训练;③通过具体案例展示LSTM在时间序列预测中的应用,如股票价格预测和气温预测;④探讨LSTM在其他领域的潜在应用,如自然语言处理、计算机视觉和生物学等。 阅读建议:本文内容详尽,涵盖理论与实践两方面,建议读者在阅读过程中结合代码实践,逐步理解LSTM的工作原理和实现细节,特别是注意数据处理和模型参数的选择对预测效果的影响。
内容概要:本文详细介绍了基于三菱FX5U PLC的机床X轴和Y轴工作台定位控制系统的开发与优化过程。主要内容涵盖:使用J4-A系列伺服驱动器进行绝对位置控制,通过ST语言和结构化梯形图实现复杂的20组直线插补工序;手动模式下的点动与长按操作逻辑;MODBUS通讯协议的应用;以及详细的报警诊断和统计功能。文中展示了如何利用结构体封装参数,提高代码可读性和维护性,并通过具体案例解释了关键技术和调试经验。 适合人群:从事工业自动化控制领域的工程师和技术人员,尤其是熟悉三菱PLC编程的从业者。 使用场景及目标:适用于需要深入了解三菱FX5U PLC编程技巧及其在实际工程项目中应用的人群。目标是掌握高级编程方法如结构化编程、ST语言特性、MODBUS通讯优化等,从而提升工作效率并减少调试时间。 其他说明:文章不仅提供了理论知识,还包括大量实用的编程技巧和实践经验分享,有助于读者更好地理解和应用于实际工作中。
大同市-大同市-街道行政区划_140200_Shp数据-wgs84坐标系.rar
内容概要:本文详细介绍了火电厂协调仿真机的应用及其优势,特别是在PID参数调试方面的高效性和安全性。文中通过具体的Python代码示例展示了如何构建锅炉和汽轮机的仿真模型,并解释了PID控制器的工作原理。重点讨论了PID参数调试的关键点,如响应延迟、采样时间设定以及前馈控制的叠加效果。此外,还提到了实时曲线对比、参数扫描、自整定算法等功能的实际应用,强调了仿真机在提高调试效率和降低现场调试风险方面的重要作用。 适合人群:从事火电厂自动化控制领域的工程师和技术人员,尤其是需要进行PID参数调试的专业人士。 使用场景及目标:① 提高PID参数调试效率,减少现场调试时间和成本;② 降低现场调试的安全风险;③ 实现更加精确和平稳的控制系统性能。 其他说明:文章不仅提供了理论指导,还结合了大量的实战经验和具体代码示例,帮助读者更好地理解和掌握协调仿真机的使用方法。
街道级行政区划shp数据,wgs84坐标系,直接下载使用。
街道级行政区划shp数据,wgs84坐标系,直接使用。
学号-姓名-作业二编写程序.ipynb
正弦内插算法的FPGA实现.docx
街道级行政区划shp数据,wgs84坐标系,直接使用。