ML implemented

2024-04-12 12:25:08 +03:00
parent adba50e70b
commit 1ff7f51aa6
108 changed files with 958 additions and 131 deletions
@@ -0,0 +1,55 @@
+using System.Diagnostics;
+
+namespace Application.Endpoints.SicknessPrediction;
+
+public class PythonScriptRunner
+{
+    public async Task<BaseResponse> RunPythonScript(string scriptPath, string args)
+    {
+        var response = new BaseResponse();
+        using (Process process = new Process())
+        {
+            process.StartInfo = new ProcessStartInfo("python", $"\"{scriptPath}\" \"{args}\"")
+            {
+                RedirectStandardOutput = true,
+                RedirectStandardError = true, // Redirect standard error to capture any errors.
+                UseShellExecute = false,
+                CreateNoWindow = true,
+            };
+
+            try
+            {
+                process.Start();
+                
+                // Read output and error streams.
+                var output = await process.StandardOutput.ReadToEndAsync();
+                var error = await process.StandardError.ReadToEndAsync();
+                
+                process.WaitForExit();
+
+                if (process.ExitCode == 0) // Assuming exit code 0 as a success.
+                {
+                    Console.WriteLine(output);
+                    response.StatusCode = HttpStatusCodes.OK;
+                    response.Message = "Success";
+                    response.Data = output;
+                }
+                else
+                {
+                    Console.WriteLine(error);
+                    response.StatusCode = HttpStatusCodes.InternalServerError;
+                    response.Message = error; // Using the error output as the message if not successful.
+                    response.Data = null;
+                }
+            }
+            catch (Exception ex)
+            {
+                response.StatusCode = HttpStatusCodes.InternalServerError;
+                response.Message = $"An error occurred while executing the Python script: {ex.Message}";
+                response.Data = null;
+            }
+
+            return response;
+        }
+    }
+}