A Simple WCF Test

Task : Implement a WCF Service that contains a method that counts the number of words in a given text. The WCF Service will be released in 2 phases. For the phase 1 release, the WCF Service should satisfy the conditions in the Phase 1 Specifications. For the second release, the service should satisfy both the phase 1 and phase 2 specifications.

Phase 1 Specification:

•Definition of a word: In phase 1, a word is defined as a sequence of case-insensitive characters between ‘a’ and ‘z’ or between ‘A’ and Z. Any non-alphabetic character must be considered as a separator. The system however should be able to support different word formats (not just alphabetic), which may be defined in the next phase.

•Definition of word count : When counting words, the system should consider case-insensitive matching. For example, “THE” and “the” are considered to be the same word.

•For example : Given the text “THE quick brown fox jumped over|the-lazy{ broWn,moon”, the output of the wcf method should be something like

(“the”, 2), (“quick”,1), (“brown”,2), (“fox”,1), (“jumped”,1), (“over”,1), (“lazy”,1), (“moon”,1)

•The WCF Service will be used in an intranet settings.

•For the phase 1 release, the service will be used to process short text (only a few kilobytes).

Phase 2 Specification:

•Implement another method that returns the count of a specific word. If a word is missing from the input text, the return value should be zero. For example, given the text “THE quick brown fox jumped over|the-lazy{ brOwN moon”, searching for the word “brown” should return 2. Searching for the word “globalblue” on the other hand should return zero.

•Add support for Alphanumeric words.

•Add support for processing large texts ( a few megabytes)

Notes:

•When designing the solution, use your knowledge on good object oriented design practices as well as its implications on performance, code readability, testability and extensibility.

The solution as below:

image

ServiceLib => IHello.cs

using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;

using System.ServiceModel;

namespace ServiceLib
{
    [ServiceContract(SessionMode = SessionMode.Required)]
    public interface IHello
    {
        [OperationContract(IsInitiating = true, IsTerminating = false)]
        Dictionary<string, int> GetDictionaryWords(string inputText, string pattern);

        [OperationContract(IsInitiating = false, IsTerminating = false)]
        int FindDictionaryWord(string inputText);

    }
}

ServiceLib => Hello.cs

using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;

using System.ServiceModel;
using System.Text.RegularExpressions;

namespace ServiceLib
{
    [ServiceBehavior(InstanceContextMode = InstanceContextMode.PerSession)]
    public class Hello : IHello
    {
        Dictionary<string, int> wordsCount = new Dictionary<string, int>();

        public Dictionary<string, int> GetDictionaryWords(string inputText, string pattern)
        {
            string[] words = null;
            words = Regex.Split(inputText, pattern, RegexOptions.IgnoreCase);
            for (int i = words.GetLowerBound(0); i <= words.GetUpperBound(0); i++)
            {
                string tempWords = words[i].ToString().ToLower();
                if (wordsCount.ContainsKey(tempWords))
                {
                    wordsCount[tempWords] = wordsCount[tempWords] + 1;
                }
                else
                {
                    wordsCount.Add(tempWords, 1);
                }
            }
            return wordsCount;
        }

        public int FindDictionaryWord(string inputText)
        {
            string tempWords = inputText.ToString().ToLower();
            if (wordsCount.ContainsKey(tempWords))
            {
                return wordsCount[tempWords];
            }
            else
            {
                return 0;
            }
        }
    }
}

ServicesHost =>Hello.svc

<%@ ServiceHost Language="C#" Debug="true" Service="ServiceLib.Hello" %>

ServicesHost =>Web.config

<?xml version="1.0"?>
<configuration>
    <system.serviceModel>
        <behaviors>
            <serviceBehaviors>
                <behavior name="SessionManagementBehavior">
                    <serviceMetadata httpGetEnabled="true"/>
                    <serviceDebug includeExceptionDetailInFaults="true"/>
                </behavior>
            </serviceBehaviors>
        </behaviors>
        <services>
            <service name="ServiceLib.Hello" behaviorConfiguration="SessionManagementBehavior">
                <endpoint address="" binding="wsHttpBinding" contract="ServiceLib.IHello" bindingConfiguration="MtomBindingConfiguration"/>
            </service>
        </services>
        <bindings>
            <wsHttpBinding>
        <binding name="MtomBindingConfiguration" messageEncoding="Mtom" maxReceivedMessageSize="1073741824" receiveTimeout="00:10:00">
          <!--maxArrayLength -->
          <readerQuotas maxArrayLength="1073741824" />
        </binding>
      </wsHttpBinding>
        </bindings>
    </system.serviceModel>
    <system.web>
        <compilation debug="true"/>
  </system.web>
</configuration>

Client => Program.cs

using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using Client.AlphanumericServices;

namespace Client
{
    class Program
    {
        static void Main(string[] args)
        {
            AlphanumericServices.HelloClient serviceClient = new HelloClient();
            string pattern = "[^\\w]+";
            //string input = "THE quick brown fox jumped over|the-lazy{ broWn,moon";
            //for (int i = 0; i < 10000; i++)
            //{
            //    input = input + " " + input;
            //}
            Console.WriteLine("Please input a string:");
            string input = Console.ReadLine();
            foreach (var pair in serviceClient.GetDictionaryWords(input.Trim(), pattern))
            {
                Console.WriteLine("{0}, {1}",
                pair.Key,
                pair.Value);
            }

            string searchWord = Console.ReadLine();
            Console.WriteLine(serviceClient.FindDictionaryWord(searchWord.Trim()));
            Console.ReadKey();
        }
    }
}

Client => app.config

<?xml version="1.0" encoding="utf-8" ?>
<configuration>
    <system.serviceModel>
        <bindings>
            <wsHttpBinding>
              <binding name="MtomBindingConfiguration" messageEncoding="Mtom" sendTimeout="00:10:00">
                <!--maxArrayLength-->
                <readerQuotas maxArrayLength="1073741824" />
              </binding>
            </wsHttpBinding>
        </bindings>
        <client>
            <endpoint address="http://localhost:5119/Hello.svc" binding="wsHttpBinding"
                bindingConfiguration="MtomBindingConfiguration" contract="AlphanumericServices.IHello"
                name="WSHttpBinding_IHello">
                <identity>
                    <userPrincipalName value="VictorZeng-PC\Victor Zeng" />
                </identity>
            </endpoint>
        </client>
    </system.serviceModel>
</configuration>

The results as below:

Results

内容概要:本文系统介绍了算术优化算法(AOA)的基本原理、核心思想及Python实现方法,并通过图像分割的实际案例展示了其应用价值。AOA是一种基于种群的元启发式算法,其核心思想来源于四则运算,利用乘除运算进行全局勘探,加减运算进行局部开发,通过数学优化器加速函数(MOA)和数学优化概率(MOP)动态控制搜索过程,在全局探索与局部开发之间实现平衡。文章详细解析了算法的初始化、勘探与开发阶段的更新策略,并提供了完整的Python代码实现,结合Rastrigin函数进行测试验证。进一步地,以Flask框架搭建前后端分离系统,将AOA应用于图像分割任务,展示了其在实际工程中的可行性与高效性。最后,通过收敛速度、寻优精度等指标评估算法性能,并提出自适应参数调整、模型优化和并行计算等改进策略。; 适合人群:具备一定Python编程基础和优化算法基础知识的高校学生、科研人员及工程技术人员,尤其适合从事人工智能、图像处理、智能优化等领域的从业者;; 使用场景及目标:①理解元启发式算法的设计思想与实现机制;②掌握AOA在函数优化、图像分割等实际问题中的建模与求解方法;③学习如何将优化算法集成到Web系统中实现工程化应用;④为算法性能评估与改进提供实践参考; 阅读建议:建议读者结合代码逐行调试,深入理解算法流程中MOA与MOP的作用机制,尝试在不同测试函数上运行算法以观察性能差异,并可进一步扩展图像分割模块,引入更复杂的预处理或后处理技术以提升分割效果。
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