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 +1,33 @@
+namespace Application.Endpoints.SicknessPrediction;
+
+public class SicknessPredictionHandler
+{
+    public async Task<BaseResponse> GetPrediction(SicknessPredictionDto dto)
+    {
+        var validation = new SicknessPredictionValidator();
+        var validationResult = await validation.ValidateAsync(dto);
+
+        if (!validationResult.IsValid)
+        {
+            var firstError = validationResult.Errors.FirstOrDefault();
+            var errorCode = int.TryParse(firstError.ErrorCode, out var code) ? code : -1;
+            var errorMessage = firstError.ErrorMessage;
+
+            return new BaseResponse
+            {
+                StatusCode = errorCode,
+                Message = errorMessage,
+                Data = null
+            };
+        }
+        
+        var currentDirectory = Directory.GetCurrentDirectory(); // gets the current working directory
+        var applicationDirectory = Path.Combine(Directory.GetParent(currentDirectory)?.FullName, "Application");
+
+        var scriptPath = Path.Combine(applicationDirectory, "Endpoints","SicknessPrediction", "SicknessPredictionScript.py");
+        var scriptRunner = new PythonScriptRunner();
+        var result = await scriptRunner.RunPythonScript(scriptPath, dto.Text);
+
+        return result;
+    }
+}