feat:Make the server for the Prediction Model

models/server.js

@@ -1,37 +1,42 @@
 // server.js
-const express = require('express');
-const { spawn } = require('child_process');
-const path = require('path');
+const express = require("express");
+const { spawn } = require("child_process");
+const path = require("path");
+const upload = require("./Middleware/multer");
 
 const app = express();
 const PORT = 3000;
 
 // Endpoint to run the Python script
-app.get('/app.py', (req, res) => {
-    const imagePath = path.join(__dirname, '/path/to/file'); // Path to your image
+app.post("/predict", upload.single("image"), (req, res) => {
+  console.log("File is uploaded successfully" + req.file?.path);
+  // const imagePath = path.join(__dirname, req.file?.path); // Path to your image
 
-    // Spawn a new Python process
-    const pythonProcess = spawn('python', ['app.py', imagePath]);
+  const imagePath = req.file?.path;
 
-    // Collect data from the script
-    pythonProcess.stdout.on('data', (data) => {
-        console.log(`Output: ${data}`);
-        res.send(data.toString()); // Send the output back to the client
-    });
+  console.log("Image Path is : ", imagePath);
 
-    // Handle errors
-    pythonProcess.stderr.on('data', (data) => {
-        console.error(`Error: ${data}`);
-        res.status(500).send(data.toString());
-    });
+  // Spawn a new Python process
+  const pythonProcess = spawn("python", ["app.py", imagePath]);
 
-    // When the process is done
-    pythonProcess.on('close', (code) => {
-        console.log(`Python process exited with code ${code}`);
-    });
+  // Collect data from the script
+  pythonProcess.stdout.on("data", (data) => {
+    console.log(`Output: ${data}`);
+    res.send(data.toString()); // Send the output back to the client
+  });
+
+  // Handle errors
+  pythonProcess.stderr.on("data", (data) => {
+    console.error(`Error: ${data}`);
+    res.status(500).send(data.toString());
+  });
+
+  // When the process is done
+  pythonProcess.on("close", (code) => {
+    console.log(`Python process exited with code ${code}`);
+  });
 });
 
 app.listen(PORT, () => {
-    console.log(`Server is running on http://localhost:${PORT}`);
+  console.log(`Server is running on http://localhost:${PORT}`);
 });
-