TEAMModelOS/TEAMModelOS.Extension/HTEX.Test/Program.cs

using MathNet.Numerics;
using System.Configuration;
using System.Diagnostics;
using System.Text.RegularExpressions;
using TEAMModelOS.SDK.DI;
using TEAMModelOS.SDK.Extension;
namespace HTEX.Test
{
    public class Program
    {
        public static void Main(string[] args)
        {
            Test();


            var builder = WebApplication.CreateBuilder(args);

            // Add services to the container.

            builder.Services.AddControllers();
            builder.Services.AddAzureStorage(builder.Configuration.GetValue<string>("Azure:Storage:ConnectionString"));
            builder.Services.AddAzureRedis(builder.Configuration.GetValue<string>("Azure:Redis:ConnectionString"));
            builder.Services.AddAzureCosmos(builder.Configuration.GetValue<string>("Azure:Cosmos:ConnectionString"));
            builder.Services.AddAzureServiceBus(builder.Configuration.GetValue<string>("Azure:ServiceBus:ConnectionString"));
            builder.Services.AddAzureSignalR(builder.Configuration.GetValue<string>("Azure:SignalR:ConnectionString"));
            builder.Services.AddSnowflakeId(Convert.ToInt64(builder.Configuration.GetValue<string>("Option:LocationNum")), 1);
            builder.Services.AddHttpClient();
            var app = builder.Build();

            // Configure the HTTP request pipeline.

            app.UseHttpsRedirection();

            app.UseAuthorization();


            app.MapControllers();

            app.Run();
        }

        public static string Test()
        {
            string originalString = "这 是 一      个 测 试。\n \r\t  ";
            string stringWithoutSpaces = Regex.Replace(originalString, @"\s+", "");
            // 标准答案集合
            List<string> standardAnswers = new List<string> { "apple", "banana", "cherry" };
            // 学生作答集合
            List<string> studentAnswers = new List<string> { "bana1na", "orange", "grape", "111" };

            // 使用LINQ查询来判断是否有匹配的答案
            bool hasMatchingAnswer = standardAnswers.Intersect(studentAnswers).Any();

            // 输出结果
            Console.WriteLine("学生答案中是否有符合标准答案的？ " + (hasMatchingAnswer ? "是" : "否"));


            string sentence1 = "学生答案中是否有符合标准答案的";
            string sentence2 = "学生答案中是否有标合标准答案的";

            double areSimilar = AreSentencesSimilar(sentence1, sentence2);
            Console.WriteLine($"Are the sentences similar? {areSimilar}");

            List<string> a = new List<string>() { "a", "d" };
            List<string> b = new List<string>() { "b", "a", "c" };
            var v = (a.All(item => b.Contains(item)));
            string c = "[\r\n  1\r\n]";
            List<int> d = c.ToObject<List<int>>();
            return "Hello World!";
        }
        public static void  calculate_text_similarity() 
        {
            string pythonExe = @"C:\Path\To\Python\python.exe"; // 修改为你的Python解释器路径  
            string scriptPath = @"C:\Path\To\Your\Script\calculate_similarity.py"; // 修改为你的脚本路径  
            string text1 = "今天天气真好";
            string text2 = "今天天气不错";

            ProcessStartInfo start = new ProcessStartInfo();
            start.FileName = pythonExe;
            start.Arguments = $"\"{scriptPath}\" \"{text1}\" \"{text2}\"";
            start.UseShellExecute = false;
            start.RedirectStandardOutput = true;

            using (Process process = Process.Start(start))
            {
                using (StreamReader reader = process.StandardOutput)
                {
                    string result = reader.ReadToEnd();
                    Console.Write(result);
                }
            }
        }
        public static double CalculateSimilarity(string s1, string s2)
        {
            int n = s1.Length;
            int m = s2.Length;
            int[,] d = new int[n + 1, m + 1];
            for (int i = 0; i <= n; i++)
            {
                d[i, 0] = i;
            }

            for (int j = 0; j <= m; j++)
            {
                d[0, j] = j;
            }

            for (int i = 1; i <= n; i++)
            {
                for (int j = 1; j <= m; j++)
                {
                    int cost = (s1[i - 1] == s2[j - 1]) ? 0 : 1;
                    d[i, j] = Math.Min(Math.Min(d[i - 1, j] + 1, d[i, j - 1] + 1), d[i - 1, j - 1] + cost);
                }
            }

            return (1.0 - ((double)d[n, m] / Math.Max(s1.Length, s2.Length))) * 100;
        }

        public static double AreSentencesSimilar(string sentence1, string sentence2)
        {
          //  double threshold = 70; // 设置一个阈值，超过这个百分比则认为是相同的句子
            double similarity = CalculateSimilarity(sentence1, sentence2);
            return similarity ;
        }
    }
}